Sule Yildirim Yayilgan
About
Biography
Professor Sule Yildirim Yayilgan works at the Department of Information Security and Communication Technology (IIK), NTNU since 2009. She received a MSc. degree in Computer Engineering in 1995, and PhD in Artificial Intelligence and Computer Science in 2002. She has been working in academia since the last 30 years with teaching and research activities. She served as head of the department between 2005-2009. She has participated in projects funded by EU Horizon 2020, Eurostars, Erasmus+ programs, the Research Council of Norway, the Regional Research Council of Norway and the Ministry of Foreign Affairs, Norway. She belongs to the Center for Cyber Information Security (ccis.no) and she is leading the research group MR PET: Multidisciplinary Research group on Privacy and data protEcTion. She has been supervising students at different academic levels and has published more than 100 journal and conference papers.
Her overall research goal is to be able to develop intelligent systems or their intelligence components which provide decision support to end-users, and which act ethically, legally, in a privacy preserving and an optimal way. More specifically, her research focuses on:
- Investigating and improving the use of data-driven AI methods in solving the challenges in the application domains of health, energy, education and security.
- Developing and adapting techniques from the fields of Artificial Intelligence, Machine Learning, Deep Learning, Large Language Models, Cybersecurity, Federated Learning, Blockchain Technologies.
- Improving accuracy and efficiency in AI applications.
- Increasing availability of high-quality data for AI applications.
- Reducing biases and privacy concerns, in compliance with relevant regulations and ethical principles.
- Improving interpretability of AI algorithms, enabling end-users to understand and validate AI-driven decisions in real-time.
The current research and educational projects are listed under the Research Tab.
Past Educational Projects:
2019-2020, Co-applicant, MODUS 2: MObility for Development of UniversitieS, EU EEA Grants
2015-2022, Project Leader & Academic Host, 4 projects granted: Two to Kosovo (UP and UBT) and two to UT, Erasmus+ Global Mobility
SMILE Bee: 2016-. This is a project run by Prof. Dr Youngbong Seo from the Innovation Center for Engineering Education, Pusan National University, Pusan, South Korea and the other partner is Prof. El Hasani from the Department of Telecommunications, Networks and Computer Science, Chouaib Doukkali University, Morocco. The project is about improving engineering education (http://projectbee.co.kr/).
COINS: 2013-2018. Research School of Computer and Information Security (https://coinsrs.no/)
FRISC: 2012-2016.Forum for Research and Innovation in Security and Communications is a network of organisations working on security in Norway (https://www.frisc.no/).
2011-2016, Project Leader & Academic Host, AEP: Academic Exchange for Progress, Ministry of Foreign Affairs Norway
CIMET: 2007–2014. Colour in Informatics and Media Technology is a collaborative multiple degree master programme funded by the EU over the Erasmus
Mundus programme.
COSI: 2015–2019. Colour in Science and Industry is a collaborative multiple degree master program funded by the EU over the Erasmus Mundus program
Since 2012 in 3DMT, the University Jean Monnet Saint-Etienne (France) and NTNU are combining their skills and expertise to offer a two-year Master Course in 3D Multimedia Technology (http://master-3dmt.eu/)
Past Research Projects
2020-2023, Main applicant, INCENTIVE METICOS, NTNU
2017-2020, Main applicant, INCENTIVE SMILE, NTNU (Sentral EU + IE faculty)
2017-2020, Main applicant, INCENTIVE INTENSIVE, Horizon proposal which scored over 12, hence funded with incentives from NTNU
2017-2020, WP leader and one of the two initiators of the project, SMILE: A Smart Mobility Approach of European Border Security, SEC-14-BES-2016 Horizon2020
HUMDIG: 2018-2020. Human Rights and Dignity: Policies and technology transforming the human rights discourse on refugees, funded by SAMKUL programme.
2015–2019, WP leader, IQMED: Image Quality enhancement in MEDical diagnosis, monitoring and treatment, Research Council of Norway
Ambulance Drone: 2017-2018. funded by NTNU
LTICR: 2017-2018. Language Teaching of Immigrant Children Using Robotics is a pre-project funded by the NFR
SWAN: 2016-2018. Secure Access Control over Wide Area Network funded by IKTPLUSS.
ENERGIZING: 2016-2017. A simplified 3D modelling (BIM) with gaming for digital energy efficient drift, maintenance and rehabilitation of water bone heating systems is a research pre-project funded by RFF-Inland
SKI: 2015-2015. Development of a pilot database for handling information on injured persons in alpine facilities is funded by the Regional Research Funds Norway, Inland (RFF-Inland)
IC1206: 2013-2017. De-identification for privacy protection in multimedia content, Cost Action.
INFUSE: 2012-2015. Development of Intelligent Search Motor is a project funded by the EU Eurostars programme.
SPEED: 2011-2012. Sport EvEnt iDentity Management is a project funded by RFF-Inland
DRONE: 2010–2010. Mobile Distributed Agents for Investigating Scenes of Evidence is a small project funded by the NFR and GUC.
Dictionary: 2008-, Modeling and Simulation Dictionary Project.
GED: 2007-2009. A Game Engine Development: Towards a unified platform for game development
Security: 2005. Security Issues in Adaptive Distributed Systems, funding from HIHM.
Recent Work Experience
2020- Professor Department of Information Security and Communication Technology, NTNU, Gjøvik, Norway
2016- 2020 Associate Professor, Department of Information Security and Communication Technology, NTNU, Gjøvik, Norway
2016 Associate Professor, Faculty of Computer Science and Media Technology, NTNU
2009-2015 Associate Professor, Faculty of Computer Science and Media Technology, Gjøvik University College, Norway
2005-2009 Head of Department, Department of Computer Science, HIHM, Norway
2004-2005 Associate Professor, Department of Computer Science, HIHM, Norway
Administration Activities
Medlem av nasjonal referansegruppe for samfunnssikkerhet i perioden 1. juli 2024 til 30. juni 2027
2022-2024 Regionalt redelighetsutvalg for Helse Midt-Norge RHF og NTNU
2021- Participant in Cost Action CA16101
2021- Member of Research Group Leaders Group, IIK
2020- Scientific board member of the NTNU strategic area: Data Science
2020- Head of Research Group MR PET: Multidisciplinary Research group on Privacy and data protEcTion
2020- Trondheim ACM Women Chapter Member
2020- Management Committee Member from Norway to COST Action CA19102
2020- Member of IEEE and IEEE Computational Intelligence Society
2020- Member of the Management Board of the METICOS project
2019- Member of the Management Board of the Lying Pen of Scribes Project
2019- Member of the Ethics Board of the Lying Pen of Scribes project
2019- Member of the Advisory Board of Applied Research Ethics Programme from the Faculty of Information Technology and Electrical Engineering
2018- Member of the Research Integrity Committee of NTNU
2018- Head of Ethics board of the Horizon2020 SMILE project
2018 Member of the advisory board of the Language teaching of immigrant children using robotics (LTICR) project
2017- Member, The International Association for Pattern Recognition (IAPR)
2016- Member of the SMILE Horizon2020 Project management board
2016- Member of ECSO‘ Support to SMEs, coordination with countries (in particular East EU) and regions’ Working Group
2013-2017 Management Committee member of Cost action IC1206
2013 Steering committee deputy member, GUC
2015- Deputy member of CCIS Management Board, GUC and NTNU
2011- Member of the Norwegian Biometrics Laboratory, NTNU
2010- Steering committee member of Norwegian Artificial Intelligence Society, branch of the European Association for Artificial Intelligence (EurAI)
2008-2009 Coordinator of Administrative Data Management Study in collaboration with Studiesenteret, HIHM \footnote{http://www.studiesenteret.no/}
2006- Member of the Norwegian Association for Image Processing and Pattern Recognition (NOBIM)
2005- Member of the Norwegian Association for Researchers (Forskerforbundet)
2006-2009 Head of Computer Science Dept. HIHM
2000- Graduate Student advisor for 41 + 2 (in progress) MSc, 3 + 2 (periods) + 6 in (progress) PhD, 10s of Postdoc and visiting researchers, NTNU, GUC, HIHM and EGE
Research
VIPA-DELF: Vineyard Leaf Image Analysis for Pest and Disease Detection using Explainable Federated Learning
This project proposes a holistic approach for disease detection in vineyards using grapevine leaf image analysis through SOTA "Computer Vision" based models, "Federated Learning (FL)" and "Explainable AI (XAI)". It runs between 01.02 - 31.07.2024
Artificial Intelligence in Formal Foreign Language Education
The project is funded by the EEA Grant between Norway and Czech Republic. The starting date is 15 December 2023 and the project ends 31 July 2024. I am the leader for the project.
Violence-inducing Behaviour Prevention in Social-Cyber Space of Local Communities
In this project our primary objective is to develop advanced methods for monitoring and preventing malicious behaviour on the Internet, through utilizing artificial intelligence or big data technologies in new manners.
The Lying Pen of Scribes: Manuscript Forgeries, Digital Imaging, and Critical Provenance Research
The project is funded by the Research Council of Norway, FRIPRO Toppforsk programme for the period 2019–2024. I am a member of the management board of the project, leading a WP and part of the ethical committee.
CINELDI: Center for intelligent electricity
The project is funded by the Research Council of Norway under the FME programme for the period 2016 –2024. I am working as a key researcher of WP2 (Smart Microgrids).
METICOS: A Platform for Monitoring and Prediction of Social Impact and Acceptability of Modern Border Control Technology
METICOS is funded by the European Union’s Horizon 2020 Research and Innovation programme under Grant Agreement No 883075 for the period 2020-2024. I am a member of the management board and leading a WP.
AQMA: Air Quality Monitoring Exploiting Massive Multiple-Input Multiple-Output Antennas
The project received funding from the Research Council of Norway under the call FRINATEK-Fri prosj.st. mat.,naturv.,tek for the period 2021-2024. I am leading a WP on machine learning and deep learning for air quality monitoring.
LITHME: Language in the Human Machine Era
Lithme is funded under COST (European Cooperation in Science and Technology) Action CA19102 for the period 2020-2023. I am in the management committee from Norway and a member researcher of the WG1: Computational Linguistics.
MAAS: Multiparameter Active Antenna Sensor, Research Council of Norway,
The project is funded by the Research Council of Norway for the period 2020-2023. I am a WP leader on machine learning and deep learning.
Usefulness of emerging technologies in formal foreign language education
The project is funded by the EEA and Norway Grants Fund for Regional Cooperation for a year starting from September 2022. I am the project leader from the NTNU side.
ECODIS: Engineering and Condition monitoring in Digital Substations
I am leading the work related to identifying cyber security challenges, threat modelling, risk assessment and simulating attacks. The project is funded by the Research Council of Norway under the ENERGIX IPN programme for the period 2019-2023.
InterSecure: Security of supply in smartgrids with interacting digital systems
The project is funded by the Research Council of Norway under ENERGIX IPN programme for the period 2019-2023. I am a member of the project management board and leading a WP.
PhDICTKES: The development and implementation of a PhD Program in ICT for the Kosovo Education System
The project is funded by European Union KA2 and Industry call under the code 609990-EPP-1-2019-1-SE-EPPKA2-CBHE-JP for the period 2019-2023. I am a member of the key research team from NTNU side.
Publications
2025
-
Sohail, Tooba;
Aiman, Atiqa;
Hashmi, Ehtesham;
Imran, Ali Shariq;
Muhammad Daudpota, Sher;
Yildirim-Yayilgan, Sule.
(2025)
Hate Speech Detection in Code-Mixed Datasets Using Pretrained Embeddings and Transformers.
IEEE conference proceedings
International Conference on Frontiers of Information Technology (FIT)
Academic anthology/Conference proceedings
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Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed Ali Saleh.
(2025)
Dataset on travellers’ acceptance of border control technologies: Insights from METICOS pilot trials.
Data in Brief
Academic article
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Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Abomhara, Mohamed Ali Saleh;
Zoto, Erjon.
(2025)
Multilingual user perceptions analysis from twitter using zero shot learning for border control technologies.
Social Network Analysis and Mining
Academic article
-
Hjelmtveit, Kevin;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2025)
Moderating Respectful Conversations Using Reinforcement Q-Learning and Markov Decision Process Approaches.
Neural Computing & Applications
Academic article
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Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2025)
Predicting and Improving Technology Acceptance for Border Control Technologies.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandlinger ved NTNU (205)
Doctoral dissertation
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Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Abomhara, Mohamed .
(2025)
Metalinguist: enhancing hate speech detection with cross-lingual meta-learning.
Complex & Intelligent Systems
Academic article
2024
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Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
Multi-class hate speech detection in the Norwegian language using FAST-RNN and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
-
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule.
(2024)
Opportunities and Challenges of Using Artificial Intelligence in Securing Cyber-Physical Systems.
Springer
Academic chapter/article/Conference paper
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Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers.
Social Network Analysis and Mining
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ullah, Mohib.
(2024)
Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
-
Holik, Filip;
Yildirim-Yayilgan, Sule;
Olsborg, Guro Bråten.
(2024)
Emulation of Digital Substations Communication for Cyber Security Awareness.
Electronics (Basel)
Academic article
-
Ali, Hashir;
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques.
Electronics (Basel)
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ali, Subhan;
Abomhara, Mohamed Ali Saleh.
(2024)
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI.
IEEE Access
Academic article
-
Abraham, Doney;
Toftegaard, Øyvind Anders Arntzen;
Yildirim-Yayilgan, Sule;
Gebremedhin, Alemayehu.
(2024)
Consequence verification during risk assessment of Smart Grids.
IFIP Advances in Information and Communication Technology
Academic article
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Chatzimallis, Charalampos;
Kyrkou, Danai;
Kampouridou, Anneta;
Themistocleous, Christiana;
Astyakopoulos, Alkiviadis;
Nikolaidou, Artemisia.
(2024)
Best Practices for Creating and Maintaining Clusters in EU-Funded Projects: Insights from the H2020 BES Cluster.
Security Informatics and Law Enforcement
Academic article
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Yildirim-Yayilgan, Sule.
(2024)
Securing tomorrow: a comprehensive survey on the synergy of Artificial Intelligence and information security.
AI and Ethics
Academic literature review
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Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
A robust hybrid approach with product context-aware learning and explainable AI for sentiment analysis in Amazon user reviews.
Electronic Commerce Research
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Hameed, Ibrahim A.;
Yamin, Muhammad Mudassar;
Ullah, Mohib;
Abomhara, Mohamed .
(2024)
Enhancing Multilingual Hate Speech Detection: From Language-Specific Insights to Cross-Linguistic Integration.
IEEE Access
Academic article
-
Abomhara, Mohamed Ali Saleh;
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule;
Comparin, Debora;
Teyras, Kristel;
de Labriolle, Stéphanie.
(2024)
Enhancing privacy protections in national identification systems: an examination of stakeholders’ knowledge, attitudes, and practices of privacy by design.
International Journal of Information Security
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Abomhara, Mohamed Ali Saleh;
Ullah, Mohib.
(2024)
Self-supervised hate speech detection in Norwegian texts with lexical and semantic augmentations.
Expert Systems With Applications
Academic article
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Imran, Ali Shariq;
Yildirim-Yayilgan, Sule;
Ullah, Mohib.
(2024)
Enhancing Misogyny Detection in Bilingual Texts Using FastText and Explainable AI.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Abraham, Doney;
Toftegaard, Øyvind Anders Arntzen;
Ben Jose D. R., Binu;
Gebremedhin, Alemayehu;
Yildirim-Yayilgan, Sule.
(2024)
Consequence simulation of cyber attacks on key smart grid business cases.
Frontiers in Energy Research
Academic article
-
Mobeen, Noor E;
Shaikh, Sarang;
Nweke, Livinus Obiora;
Abomhara, Mohamed ;
Yildirim-Yayilgan, Sule;
Fahad, Muhammad.
(2024)
Vineyard Leaf Disease Prediction: Bridging the Gap Between Predictive Accuracy and Interpretability.
Advances in Intelligent Systems and Computing
Academic article
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2024)
From Insights to Action: Proposing Social Sensing Toolkit for Border Control Technology Acceptance Prediction.
Scientific Reports
Academic article
2023
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Pourafzal, Alireza;
Škrabánek, Pavel;
Cheffena Gebresilassie, Michael;
Yildirim-Yayilgan, Sule;
Roi-Taravella, Thomas.
(2023)
Low complexity subspace approach for unbiased frequency estimation of a complex single-tone.
Digital signal processing (Print)
Academic article
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Shahbaz, Sikandar;
Rabbia, Mahum;
Adham E., Ragab;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2023)
SCDet: A Robust Approach for the Detection of Skin Lesions.
Diagnostics (Basel)
Academic article
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Shaikh, Sarang;
Yildirim Yayilgan, Sule.
(2023)
Developing an agent-based simulation model for predicting technology acceptance at border crossing points.
IEEE conference proceedings
IEEE conference proceedings
Academic anthology/Conference proceedings
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Blanka, Klimova;
Pikhart, Marcel;
Polakova, Petra;
Cerna, Miloslava;
Shaikh, Sarang;
Yildirim-Yayilgan, Sule.
(2023)
A Systematic Review on the Use of Emerging Technologies in Teaching English as an Applied Language at the University Level.
Systems
Academic literature review
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Abraham, Doney;
Yildirim-Yayilgan, Sule;
Holik, Filip;
Sanchez Acevedo, Santiago;
Gebremedhin, Alemayehu.
(2023)
Cyber Attack Simulation and Detection in Digital
Substation.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Klimova, Blanka;
Pikhart, Marcel.
(2023)
Assessing the Usability of ChatGPT for Formal English Language Learning.
European Journal of Investigation in Health, Psychology and Education
Academic article
-
Lumban Tobing, Tabita Anggraini Meilita;
Skrabánek, Pavel;
Yildirim-Yayilgan, Sule;
George, Sony;
Elgvin, Torleif.
(2023)
Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature.
Archiving Conference
Academic article
2022
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Yildirim Yayilgan, Sule;
Holik, Filip;
Abomhara, Mohamed ;
Abraham, Doney;
Gebremedhin, Alemayehu.
(2022)
An Approach for Analyzing Cyber Security Threats and Attacks: A Case Study of Digital Substations in Norway.
Electronics (Basel)
Academic article
-
Pourafzal, Alireza;
Roi-Taravella, Thomas;
Cheffena, Michael;
Yildirim Yayilgan, Sule.
(2022)
A Low-cost and Accurate Microwave Sensor System for Permittivity Characterization.
IEEE Sensors Journal
Academic article
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Nweke, Livinus Obiora;
Abomhara, Mohamed ;
Yildirim Yayilgan, Sule;
Camparin, Debora;
Heurtier, Olivier;
Bunney, Calum.
(2022)
A LINDDUN-Based Privacy Threat Modelling for National Identification Systems.
IEEE conference proceedings
Academic chapter/article/Conference paper
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Sanfilippo, Filippo;
Granmo, Ole-Christoffer;
Yildirim Yayilgan, Sule;
Bajwa, Imran Sarwar.
(2022)
Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers.
Springer
Communications in Computer and Information Science (CCIS) (1616)
Academic anthology/Conference proceedings
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Lumban Tobing, Tabita;
Yildirim Yayilgan, Sule;
George, Sony;
Elgvin, Torleif.
(2022)
Isolated Handwritten Character Recognition of Ancient Hebrew Manuscripts.
Archiving Conference
Academic article
-
Holik, Filip;
Abraham, Doney;
Yildirim Yayilgan, Sule.
(2022)
Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations.
Communications in Computer and Information Science (CCIS)
Academic article
-
Shaikh, Sarang;
Yildirim Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2022)
Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach.
Proceedings of the Northern Lights Deep Learning Workshop
Academic article
-
Shaikh, Sarang;
Yildirim Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2022)
A survey of artificial intelligence techniques for user perceptions’ extraction from social media data.
Lecture Notes in Networks and Systems
Academic literature review
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Holik, Filip;
Flå, Lars;
JAATUN, Martin Gilje;
Yildirim Yayilgan, Sule;
Foros, Jørn.
(2022)
Threat Modeling of a Smart Grid Secondary Substation.
Electronics (Basel)
Academic article
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Abraham, Doney;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed ;
Gebremedhin, Alemayehu;
Dalipi, Fisnik.
(2022)
Security and Privacy issues in IoT based Smart Grids: A case study in a digital substation.
Springer
Academic chapter/article/Conference paper
2021
-
Lee, Yen-Ting;
Pengying, Thitinun;
Yildirim Yayilgan, Sule;
Elezaj, Ogerta.
(2021)
Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow.
Springer
Academic chapter/article/Conference paper
-
Abomhara, Mohamed Ali Saleh;
Yildirim Yayilgan, Sule.
(2021)
An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE.
Communications in Computer and Information Science (CCIS)
Academic article
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Catak, Ferhat Özgur;
Yildirim Yayilgan, Sule.
(2021)
Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yildirim Yayilgan, Sule;
Shaikh, Sarang.
(2021)
The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies.
University of Jyväskylä
Academic article
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Mohammadi Golrang, Anahita;
Yildirim Yayilgan, Sule;
Elezaj, Ogerta.
(2021)
The multi-objective feature selection in Android malware detection system.
Communications in Computer and Information Science (CCIS)
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Kalemi, Edlira.
(2021)
Criminal Network Community Detection in Social Media Forensics.
Communications in Computer and Information Science (CCIS)
Academic article
-
Abomhara, Mohamed ;
Yildirim Yayilgan, Sule;
Nweke, Livinus Obiora;
Székely, Zoltán.
(2021)
A comparison of primary stakeholders views on the deployment of biometrics technology in border management: Case study of smart mobility at the European land borders.
Technology in society
Academic article
-
Khodabakhsh, Athar;
Yildirim Yayilgan, Sule.
(2021)
Data Privacy in IoT Equipped Future Smart Homes.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yildirim Yayilgan, Sule;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP).
Springer
Communications in Computer and Information Science (CCIS) (1)
Academic anthology/Conference proceedings
-
Yildirim Yayilgan, Sule;
Arifaj, Blend;
Rahimpour, Masoomeh;
Hardeberg, Jon Yngve;
Ahmedi, Lule.
(2021)
Pre-trained CNN based deep features with hand-crafted features and patient data for skin lesion classification.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yildirim Yayilgan, Sule;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Preface.
Communications in Computer and Information Science (CCIS)
Editorial
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Székely, Zoltán;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed .
(2021)
Guidelines on privacy and data protection in forensic research.
Multiforesee Cost Action 16101
Report
2020
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Ahmed, Javed;
Yildirim Yayilgan, Sule;
Nowostaki, Mariusz;
Ramachandra, Raghavendra;
Elezaj, Ogerta;
Abomohara, Mohamad.
(2020)
GDPR compliant consent driven data protection in online social networks: A blockchain-based approach.
2020 3rd International Conference on Information and Computer Technologies (ICICT)
Academic article
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Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Ahmed, Javed;
Kalemi, Edlira;
Blichfeldt, Brumle Roger Andre;
Haubold, Claudia.
(2020)
Crime Intelligence from Social Media Using CISMO.
Advances in Intelligent Systems and Computing
Academic article
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Abomhara, Mohamed ;
Yildirim Yayilgan, Sule;
Shalaginova, Marina;
Székely, Zoltán.
(2020)
Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute.
Springer Nature
Academic chapter/article/Conference paper
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Mulliqi, Nita;
Yildirim Yayilgan, Sule;
Mohammed, Ahmed Kedir;
Ahmedi, Lule;
Wang, Hao;
Elezaj, Ogerta.
(2020)
The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
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Khodabakhsh, Athar;
Yildirim Yayilgan, Sule;
Houmb, Siv Hilde;
Hurzuk, Nargis;
Foros, Jørn;
Istad, Maren Kristine.
(2020)
Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Golrang, Anahita;
Golrang , Alale Mohammadi;
Yildirim Yayilgan, Sule;
Elezaj, Ogerta.
(2020)
A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest.
Electronics (Basel)
Academic article
-
Catak, Ferhat Özgur;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed .
(2020)
A Privacy-Preserving Fully Homomorphic Encryption and Parallel Computation Based Biometric Data Matching.
preprints.org > mathematics & computer science > information technology & data management
Popular scientific article
-
Catak, Ferhat Özgur;
Aydin, Ismail;
Elezaj, Ogerta;
Yildirim Yayilgan, Sule.
(2020)
Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm.
Electronics (Basel)
Academic article
-
Khodabakhsh, Athar;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed ;
Istad, Maren Kristine;
Hurzuk, Nargis.
(2020)
Cyber-risk identification for a digital substation.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Yildirim Yayilgan, Sule;
Hovde, Øistein.
(2020)
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data.
Computer Vision and Image Understanding
Academic article
-
Ahmed, Javed;
Yildirim Yayilgan, Sule;
Nowostawski, Mariusz;
Abomhara, Mohamed Ali Saleh;
Ramachandra, Raghavendra;
Elezaj, Ogerta.
(2020)
Towards Blockchain-based GDPR-compliant Online Social Networks: Challenges, Opportunities and Way Forward.
Advances in Intelligent Systems and Computing
Academic article
2019
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim Yayilgan, Sule.
(2019)
The impact of deep learning on document classification using semantically rich representations.
Information Processing & Management
Academic article
-
Melit Devassy, Binu;
Yildirim Yayilgan, Sule;
Hardeberg, Jon Yngve.
(2019)
The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features.
Advances in Intelligent Systems and Computing
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim Yayilgan, Sule;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein.
(2019)
StreoScenNet: Surgical stereo robotic scene segmentation.
Progress in Biomedical Optics and Imaging
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed Ali Saleh;
Yeng, Prosper;
Ahmed, Javed.
(2019)
Data-driven Intrusion Detection System for Small and Medium Enterprises.
IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Kalemi, Edlira;
Wendelberg, Linda;
Abomhara, Mohamed Ali Saleh;
Ahmed, Javed.
(2019)
Towards Designing a Knowledge Graph-Based Framework for Investigating and Preventing Crime on Online Social Networks.
Communications in Computer and Information Science (CCIS)
Academic article
-
Abomhara, Mohamed Ali Saleh;
Yildirim Yayilgan, Sule;
Nymoen, Anne Hilde Ruen;
Shalaginova, Marina;
Székely, Zoltán;
Elezaj, Ogerta.
(2019)
How to do it right: A framework for biometrics supported border control.
Communications in Computer and Information Science (CCIS)
Academic article
2018
-
Lam, Yat Hong;
Yildirim, Sule.
(2018)
Saliency-based Image Object Indexing and Retrieval.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Companioni-Brito, Claudia;
Mariano, Zygred;
Elawady, Mohamed;
Yildirim Yayilgan, Sule.
(2018)
Mobile-Based Painting Photo Retrieval using Combined Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein.
(2018)
Variational approach for capsule video frame interpolation.
EURASIP Journal on Image and Video Processing
Academic article
-
Sylejmani, Kadri;
Hyseni, Qëndresë;
Yildirim Yayilgan, Sule;
Qurdina, Agon;
Mula, Leke;
Krasniqi, Bujar.
(2018)
Distribution of fiscal coupons via Genetic Algorithms and Greedy Randomized Adaptive Search Procedure.
International Journal of Computer Information Systems and Industrial Management Applications
Academic article
-
Skrabánek, Pavel;
Yildirim Yayilgan, Sule.
(2018)
WECIA graph: Visualization of classification performance dependency on grayscale conversion setting.
The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL
Academic article
-
Majtner, Tomas;
Yildirim Yayilgan, Sule;
Hardeberg, Jon Yngve.
(2018)
Optimised Deep Learning Features for Improved Melanoma Detection .
Multimedia Tools and Applications
Academic article
-
Majtner, Tomas;
Bajić, Buda;
Yildirim Yayilgan, Sule;
Hardeberg, Jon Yngve;
Lindblad, Joakim;
Sladoje, Nataša.
(2018)
Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification.
https://arxiv.org/abs/1808.05071
Popular scientific article
-
Kedir, Ahmed;
Yildirim Yayilgan, Sule;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein.
(2018)
Y-net: A deep convolutional neural network for polyp detection.
https://arxiv.org/abs/1806.01907
Popular scientific article
-
Zenun, Kastrati;
Imran, Ali Shariq;
Yildirim, Sule.
(2018)
A Hybrid Concept Learning Approach to Ontology Enrichment.
Innovations, Developments, and Applications of Semantic Web and Information Systems
Article in business/trade/industry journal
-
Bolkar, Sabri;
Wang, Congcong;
Alaya Cheikh, Faouzi;
Yildirim Yayilgan, Sule.
(2018)
Deep Smoke Removal from Minimally Invasive Surgery Videos.
Proceedings of IEEE International Conference on Image Processing
Academic article
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2018)
A Hybrid Concept Learning Approach to Ontology Enrichment.
IGI Global
Academic chapter/article/Conference paper
-
Hyseni, Qëndresë;
Yildirim, Sule;
Krasniqi, Bujar;
Sylejmani, Kadri.
(2018)
Solving the problem of distribution of fiscal coupons by using a Steady State Genetic Algorithm.
Advances in Intelligent Systems and Computing
Academic article
-
Mohammed, Ahmed Kedir;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Deep-STRESS Capsule Video Endoscopy Image Enhancement.
Color and Imaging Conference (CIC)
Academic article
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Stochastic Capsule Endoscopy Image Enhancement.
Journal of Imaging
Academic article
-
Reyes, Evelyn Lissete Paiz;
de Lima, Nadile Nunes;
Yildirim, Sule.
(2018)
GIF Image Retrieval in Cloud Computing Environment.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Brito, Claudia Companioni;
Elawady, Mohamed;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2018)
Editorial Image Retrieval using Handcrafted and CNN Features.
Lecture Notes in Computer Science (LNCS)
Academic article
2017
-
Dalipi, Fisnik;
Ferati, Mexhid;
Yildirim, Sule.
(2017)
User interface evaluation of a ski injuries management system.
Advances in Intelligent Systems and Computing
Academic article
-
Elezaj, Ogerta;
Yildirim, Sule;
Kalemi, Edlira.
(2017)
Data-Driven Machine-Learning Approach for predicting missing values in large data sets: A comparison Study.
Springer
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Supervised Ontology-Based Document Classification Model.
ACM Publications
Academic chapter/article/Conference paper
-
Kalemi, Edlira;
Yildirim, Sule;
Domnori, Elton;
Elezaj, Ogerta.
(2017)
SMONT: an ontology for crime solving through social media.
International Journal of Metadata, Semantics and Ontologies
Academic article
-
Yildirim, Sule.
(2017)
Energizing: A simplification of 3D modeling (BIM) at gaming digital energy efficient operation, maintenance and rehabilitation of water-based heating.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Report
-
Majtner, Tomas;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2017)
Combining Deep Learning and Hand-Crafted Features for Skin Lesion Classification
.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Wendelberg, Linda;
Volden, Frode;
Yildirim, Sule.
(2017)
Death anxiety and visual oculomotor processing of arousing stimuli in a free view setting.
Scandinavian Journal of Psychology
Academic article
-
Muka, Romina;
Yildirim Yayilgan, Sule;
Sevrani, Kozeta.
(2017)
Security Analysis of Wireless BAN in e-Health.
International Journal of Business and Technology
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for
colon capsule video summarization.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems
Academic article
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Improving document classification effectiveness using knowledge exploited by ontologies.
Lecture Notes in Computer Science (LNCS)
Academic article
2016
-
Majtner, Tomas;
Lidayova, Kristina;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Improving skin lesion segmentation in dermoscopic images by thin artefacts removal methods.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2016)
SEMCON: A semantic and contextual objective metric for enriching domain ontology concepts.
International Journal on Semantic Web and Information Systems (IJSWIS)
Academic article
-
Yildirim, Sule;
Du, Yang;
Dalipi, Fisnik;
Jeppesen, Jonas C..
(2016)
A new ski injury registration system architecture using mobile applications to enhance skiing safety.
International Journal of Interactive Mobile Technologies (iJIM)
Academic article
-
Apostolova Trpkovska, Marika;
Yildirim Yayilgan, Sule;
Besimi, Adrian.
(2016)
An integrated children disease prediction tool within a special social network.
Studies in Health Technology and Informatics
Academic article
-
Sharma, Vivek;
Yildirim, Sule;
Van Gool, Luc.
(2016)
Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yildirim Yayilgan, Sule;
Hjelsvold, Rune.
(2016)
Automatically Enriching Domain Ontologies for Document Classification.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Kalemi, Edlira;
Yildirim, Sule.
(2016)
Ontologies for Social Media Digital Evidence.
World Academy of Science, Engineering and Technology
Academic article
-
Kalemi, Edlira;
Yildirim, Sule;
ÇEÇO, Leandro;
ÇEÇO, Polina.
(2016)
An EHR system architecture for Albania for improving health care services and its implementation.
Academic chapter/article/Conference paper
-
Muka, Romina;
Yildirim, Sule;
Sevrani, Kozeta.
(2016)
Legal and ethical considerations for transmission and storage of shared e-health data: A review.
Academic chapter/article/Conference paper
-
Skrabánek, Pavel;
Vodicka, Pavel;
Yildirim-Yayilgan, Sule.
(2016)
Control System of a Semi-Autonomous Mobile Robot.
IFAC-PapersOnLine
Academic article
-
Yildirim, Sule.
(2016)
Kan du klare å spare mer strøm enn naboen?.
Oppland arbeiderblad
Feature article
-
Dalipi, Fisnik;
Yildirim, Sule.
(2016)
Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule;
Imran, Ali Shariq;
Kastrati, Zenun.
(2016)
Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Dalipi, Fisnik;
Yildirim, Sule;
Gebremedhin, Alemayehu.
(2016)
Data-driven Machine Learning Model in District Heating System for Heat Load Prediction: A Comparison Study.
Applied Computational Intelligence and Soft Computing
Academic article
-
Majtner, Tomas;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Efficient Melanoma Detection Using Texture-Based RSurf Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Dalipi, Fisnik;
Ferati, Mexhid;
Yildirim, Sule.
(2016)
User Interface Evaluation of a Ski Injuries Management System.
Springer
Academic chapter/article/Conference paper
2015
-
Duque, Carlos Andrés Arango;
Khachatryan, Ani;
Yayilgan, Sule .
(2015)
A relevance feedback based image retrieval approach for improved performance.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yayilgan, Sule;
Kastrati, Zenun.
(2015)
Enhancing the Learner’s Performance Analysis Using
SMEUS Semantic E-learning System and Business
Intelligence Technologies.
Springer
Academic chapter/article/Conference paper
-
Yayilgan, Sule ;
Du, Yang;
Dalipi, Fisnik;
Jeppesen, Jonas C..
(2015)
A Novel System Architecture for Efficient
Management of Skiing Injuries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule ;
Dalipi, Fisnik.
(2015)
Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON.
Springer
Academic chapter/article/Conference paper
-
Sharma, Vivek;
Dittrich, Frank;
Yayilgan, Sule;
Imran, Ali Shariq;
Wörn, Heinz.
(2015)
How to Tune a Random Forest for Real-time Segmentation in Safe Human-Robot Collaboration?.
Springer
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule.
(2015)
A General Framework for Text Document Classification Using SEMCON and ACVSR.
Springer
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Mendoza, Diana Marina Armijo;
Imran, Ali Shariq;
Yayilgan, Sule .
(2015)
An Intelligent Model for Predicting the Occurrence of
Skiing Injuries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2015)
An Improved Concept Vector Space Model for Ontology Based Classification.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Gueye, Limamou;
Yildirim, Sule;
Alaya Cheikh, Faouzi;
Balasingham, Ilangko.
(2015)
Automatic detection of colonoscopic anomalies using capsule endoscopy.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule.
(2015)
The impact of environmental factors to skiing injuries: Bayesian regularization neural network model for predicting skiing injuries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Sharma, Vivek;
Dittrich, Frank;
Yildirim, Sule;
Gool, Luc Van.
(2015)
Efficient Real-Time Pixelwise Object Class Labeling for Safe Human-Robot
Collaboration in Industrial Domain.
JMLR Workshop and Conference Proceedings
Academic article
-
Kastrati, Zenun;
Yayilgan, Sule;
Imran, Ali Shariq.
(2015)
SEMCON: Semantic and contextual objective metric.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Yayilgan, Sule ;
Arntzen Bechina, Aurilla Aurelie;
Stavseng, Gry Helene;
Ljubicic, Milena;
Solvang, Bjørn;
Meadow, Richard.
(2015)
Knowledge, Technology and Innovation (KTI): Opportunities, Issues and Challenges of KTI transfer between Norway and the Balkans countries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Du, Yang;
Yayilgan, Sule .
(2015)
A Novel Cache and SSD-based Index
Structure for Health Record Indexing.
IOS Press
Other
-
Dalipi, Fisnik;
Yayilgan, Sule;
Gebremedhin, Alemayehu.
(2015)
A machine learning approach to increase energy efficiency in district heating systems.
CRC Press
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yayilgan, Sule;
Imran, Ali Shariq.
(2015)
Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts.
Springer
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule;
Gebremedhin, Alemayehu.
(2015)
A Cloud Computing Framework for Smarter District Heating Systems.
IEEE conference proceedings
Academic chapter/article/Conference paper
2014
-
Abdalla, Adnan;
Yildirim, Sule.
(2014)
A Review of Using Online Social Networks for Investigative Activities.
Springer
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yildirim, Sule.
(2014)
Objective Keyword Selection For Lecture Video Annotation.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Dittrich, Frank;
Woern, Heinz;
Sharma, Vivek;
Yildirim, Sule.
(2014)
Pixelwise Object Class Segmentation based on Synthetic Data using an Optimized Training Strategy.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Vold, Aud Tone;
Yildirim, Sule;
Sørnes, Jan Oddvar.
(2014)
New Takes on Learning in Organizations When Using Role Play Simulation.
Academic Publishing International
Academic chapter/article/Conference paper
-
Jeppesen, J.C.;
Yildirim, Sule.
(2014)
Systematic Ski Injury Registration using a Digital Platform.
IOS Press
Other
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule Yildirim.
(2014)
Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms.
Springer
Academic chapter/article/Conference paper
2013
-
Vishi, Kamer;
Yildirim, Sule.
(2013)
Multimodal Biometric Authentication Using Fingerprint and Iris Recognition in Identity Management.
IEEE-2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)
Academic anthology/Conference proceedings
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan, Sule Yildirim.
(2013)
Semantic Keyword Selection for Automatic Video Annotation.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Vold, Aud Tone;
Yayilgan, Sule Yildirim.
(2013)
Playful participation for learning in higher education — The introduction of participatory role play simulation in a course at Hedmark University College.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Vishi, Kamer;
Yayilgan, Sule Yildirim.
(2013)
Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
2012
-
Yayilgan, Sule Yildirim;
Blobel, Bernd;
Petersen, Françoise;
Hovstø, Asbjørn;
Pharow, Peter;
Waaler, Dag.
(2012)
An Architectural Approach to Building Ambient Intelligent Travel Companions.
International Journal of E-Health and Medical Communications (IJEHMC)
Academic article
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan , Sule Yildirim.
(2012)
Semantic Tags for Lecture Videos.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Torres Ochoa, Victor Manuel;
Yayilgan, Sule Yildirim;
Alaya Cheikh, Faouzi.
(2012)
Adult video content detection using Machine Learning Techniques.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
2011
-
Yildirim, Sule;
Hovstø, Asbjørn;
Alaya Cheikh, Faouzi;
Amodei, Anthony;
Iori, Marc;
Zaharia, Sandel.
(2011)
Group Identification at Border Crossing Points.
Gesellschaft für Informatik
Academic chapter/article/Conference paper
2010
-
Yildirim, Sule;
Stene, Sindre Berg.
(2010)
A survey on the need and use of AI in game agensts.
IntechOpen
Academic chapter/article/Conference paper
-
Vold, Tone;
Yildirim, Sule;
Ree-Lindstad, Nina;
Souami, Feryel.
(2010)
Enhanced Learning Outcome Using Participative Role Play Simulation.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Kofod-Petersen, Anders.
(2010)
Proceedings of the second Norwegian Artificial Intelligence Symposium : November 22, 2010 Høgskolen i Gjøvik.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Academic anthology/Conference proceedings
2009
-
Jacobsen, Arild;
Stene, Sindre;
Yildirim, Sule.
(2009)
Possibilities for learning in game artificial intelligence.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
2008
-
Yildirim, Sule;
Veflingstad, Henning.
(2008)
Novelty Detection in and Between Different Modalities http://link.aip.org/link/?APCPCS/969/818/1.
AIP Publishing (American Institute of Physics)
Academic chapter/article/Conference paper
-
Wang, Jun;
Dam, Gregory;
Yildirim, Sule;
Rand, William;
Wilensky, Uri;
Houk, James C.
(2008)
Reciprocity Between the Cerebellum and the Cerebral Cortex: Nonlinear Dynamics in Microscopic Modules fop Generating Voluntary Motor Commands.
Complexity
Academic article
-
Yildirim, Sule;
Stene, Sindre Berg.
(2008)
A survey on the need and use of AI in game agents.
The Society for Modeling and Simulation International
Academic chapter/article/Conference paper
2007
-
Yildirim, Sule;
Beachell, Ronald;
Veflingstad, Henning.
(2007)
Novel Rock Detection Intelligence for Space Exploration Based on Non-Symbolic Algorithms and Concepts.
AIP Publishing (American Institute of Physics)
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Dam, Gregory;
Houk, James C.
(2007)
The Mind Agents in Netlogo 3.1.
The Society for Modeling and Simulation International
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Karlsen, Ero Stig.
(2007)
Learning and Evolution in Complex Fitness Landscapes.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Masters thesis
-
Yildirim, Sule;
Øredsson, Anders.
(2007)
Cognitive video surveillance: an ANN/CBR hybrid approach.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Thesis at a second degree level
-
Yildirim, Sule;
Veflingstad, Henning.
(2007)
Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Masters thesis
2006
-
Yildirim, Sule;
Beachell, Ronald.
(2006)
A Proposal for Algorithms in the Human Brain.
Other
-
Yildirim, Sule;
Beachell, Ronald.
(2006)
Does the Human Brain Have Algorithms?.
Other
2005
-
Yildirim, Sule.
(2005)
Innate planning mechanisms.
Academic chapter/article/Conference paper
2004
-
Yildirim, Sule.
(2004)
A Learning Based and Vision Guided Robotic Agent Replanning Framework and a Case Study.
CSREA Press
Academic chapter/article/Conference paper
2003
-
Yildirim, Sule.
(2003)
A LEARNING BASED AND VISION GUIDED ROBOTIC AGENT REPLANNING FRAMEWORK.
International Journal of Computational Intelligence
Academic article
2002
-
Yildirim, Sule.
(2002)
The Implementation of a Robotic Replanning Framework.
Lecture Notes in Computer Science (LNCS)
Academic article
1999
-
Yildirim, Sule.
(1999)
A New Methodology For Dealing With Uncertainty In Robotic Tasks.
Academic chapter/article/Conference paper
Journal publications
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed Ali Saleh.
(2025)
Dataset on travellers’ acceptance of border control technologies: Insights from METICOS pilot trials.
Data in Brief
Academic article
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Abomhara, Mohamed Ali Saleh;
Zoto, Erjon.
(2025)
Multilingual user perceptions analysis from twitter using zero shot learning for border control technologies.
Social Network Analysis and Mining
Academic article
-
Hjelmtveit, Kevin;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2025)
Moderating Respectful Conversations Using Reinforcement Q-Learning and Markov Decision Process Approaches.
Neural Computing & Applications
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Abomhara, Mohamed .
(2025)
Metalinguist: enhancing hate speech detection with cross-lingual meta-learning.
Complex & Intelligent Systems
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
Multi-class hate speech detection in the Norwegian language using FAST-RNN and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Augmenting sentiment prediction capabilities for code-mixed tweets with multilingual transformers.
Social Network Analysis and Mining
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ullah, Mohib.
(2024)
Enhancing misogyny detection in bilingual texts using explainable AI and multilingual fine-tuned transformers.
Complex & Intelligent Systems
Academic article
-
Holik, Filip;
Yildirim-Yayilgan, Sule;
Olsborg, Guro Bråten.
(2024)
Emulation of Digital Substations Communication for Cyber Security Awareness.
Electronics (Basel)
Academic article
-
Ali, Hashir;
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2024)
Analyzing Amazon Products Sentiment: A Comparative Study of Machine and Deep Learning, and Transformer-Based Techniques.
Electronics (Basel)
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Ali, Subhan;
Abomhara, Mohamed Ali Saleh.
(2024)
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI.
IEEE Access
Academic article
-
Abraham, Doney;
Toftegaard, Øyvind Anders Arntzen;
Yildirim-Yayilgan, Sule;
Gebremedhin, Alemayehu.
(2024)
Consequence verification during risk assessment of Smart Grids.
IFIP Advances in Information and Communication Technology
Academic article
-
Chatzimallis, Charalampos;
Kyrkou, Danai;
Kampouridou, Anneta;
Themistocleous, Christiana;
Astyakopoulos, Alkiviadis;
Nikolaidou, Artemisia.
(2024)
Best Practices for Creating and Maintaining Clusters in EU-Funded Projects: Insights from the H2020 BES Cluster.
Security Informatics and Law Enforcement
Academic article
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Yildirim-Yayilgan, Sule.
(2024)
Securing tomorrow: a comprehensive survey on the synergy of Artificial Intelligence and information security.
AI and Ethics
Academic literature review
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2024)
A robust hybrid approach with product context-aware learning and explainable AI for sentiment analysis in Amazon user reviews.
Electronic Commerce Research
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Hameed, Ibrahim A.;
Yamin, Muhammad Mudassar;
Ullah, Mohib;
Abomhara, Mohamed .
(2024)
Enhancing Multilingual Hate Speech Detection: From Language-Specific Insights to Cross-Linguistic Integration.
IEEE Access
Academic article
-
Abomhara, Mohamed Ali Saleh;
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule;
Comparin, Debora;
Teyras, Kristel;
de Labriolle, Stéphanie.
(2024)
Enhancing privacy protections in national identification systems: an examination of stakeholders’ knowledge, attitudes, and practices of privacy by design.
International Journal of Information Security
Academic article
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Yamin, Muhammad Mudassar;
Abomhara, Mohamed Ali Saleh;
Ullah, Mohib.
(2024)
Self-supervised hate speech detection in Norwegian texts with lexical and semantic augmentations.
Expert Systems With Applications
Academic article
-
Abraham, Doney;
Toftegaard, Øyvind Anders Arntzen;
Ben Jose D. R., Binu;
Gebremedhin, Alemayehu;
Yildirim-Yayilgan, Sule.
(2024)
Consequence simulation of cyber attacks on key smart grid business cases.
Frontiers in Energy Research
Academic article
-
Mobeen, Noor E;
Shaikh, Sarang;
Nweke, Livinus Obiora;
Abomhara, Mohamed ;
Yildirim-Yayilgan, Sule;
Fahad, Muhammad.
(2024)
Vineyard Leaf Disease Prediction: Bridging the Gap Between Predictive Accuracy and Interpretability.
Advances in Intelligent Systems and Computing
Academic article
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2024)
From Insights to Action: Proposing Social Sensing Toolkit for Border Control Technology Acceptance Prediction.
Scientific Reports
Academic article
-
Pourafzal, Alireza;
Škrabánek, Pavel;
Cheffena Gebresilassie, Michael;
Yildirim-Yayilgan, Sule;
Roi-Taravella, Thomas.
(2023)
Low complexity subspace approach for unbiased frequency estimation of a complex single-tone.
Digital signal processing (Print)
Academic article
-
Shahbaz, Sikandar;
Rabbia, Mahum;
Adham E., Ragab;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2023)
SCDet: A Robust Approach for the Detection of Skin Lesions.
Diagnostics (Basel)
Academic article
-
Blanka, Klimova;
Pikhart, Marcel;
Polakova, Petra;
Cerna, Miloslava;
Shaikh, Sarang;
Yildirim-Yayilgan, Sule.
(2023)
A Systematic Review on the Use of Emerging Technologies in Teaching English as an Applied Language at the University Level.
Systems
Academic literature review
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Klimova, Blanka;
Pikhart, Marcel.
(2023)
Assessing the Usability of ChatGPT for Formal English Language Learning.
European Journal of Investigation in Health, Psychology and Education
Academic article
-
Lumban Tobing, Tabita Anggraini Meilita;
Skrabánek, Pavel;
Yildirim-Yayilgan, Sule;
George, Sony;
Elgvin, Torleif.
(2023)
Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature.
Archiving Conference
Academic article
-
Yildirim Yayilgan, Sule;
Holik, Filip;
Abomhara, Mohamed ;
Abraham, Doney;
Gebremedhin, Alemayehu.
(2022)
An Approach for Analyzing Cyber Security Threats and Attacks: A Case Study of Digital Substations in Norway.
Electronics (Basel)
Academic article
-
Pourafzal, Alireza;
Roi-Taravella, Thomas;
Cheffena, Michael;
Yildirim Yayilgan, Sule.
(2022)
A Low-cost and Accurate Microwave Sensor System for Permittivity Characterization.
IEEE Sensors Journal
Academic article
-
Lumban Tobing, Tabita;
Yildirim Yayilgan, Sule;
George, Sony;
Elgvin, Torleif.
(2022)
Isolated Handwritten Character Recognition of Ancient Hebrew Manuscripts.
Archiving Conference
Academic article
-
Holik, Filip;
Abraham, Doney;
Yildirim Yayilgan, Sule.
(2022)
Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations.
Communications in Computer and Information Science (CCIS)
Academic article
-
Shaikh, Sarang;
Yildirim Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2022)
Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach.
Proceedings of the Northern Lights Deep Learning Workshop
Academic article
-
Shaikh, Sarang;
Yildirim Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2022)
A survey of artificial intelligence techniques for user perceptions’ extraction from social media data.
Lecture Notes in Networks and Systems
Academic literature review
-
Holik, Filip;
Flå, Lars;
JAATUN, Martin Gilje;
Yildirim Yayilgan, Sule;
Foros, Jørn.
(2022)
Threat Modeling of a Smart Grid Secondary Substation.
Electronics (Basel)
Academic article
-
Abomhara, Mohamed Ali Saleh;
Yildirim Yayilgan, Sule.
(2021)
An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE.
Communications in Computer and Information Science (CCIS)
Academic article
-
Catak, Ferhat Özgur;
Yildirim Yayilgan, Sule.
(2021)
Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yildirim Yayilgan, Sule;
Shaikh, Sarang.
(2021)
The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies.
University of Jyväskylä
Academic article
-
Mohammadi Golrang, Anahita;
Yildirim Yayilgan, Sule;
Elezaj, Ogerta.
(2021)
The multi-objective feature selection in Android malware detection system.
Communications in Computer and Information Science (CCIS)
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Kalemi, Edlira.
(2021)
Criminal Network Community Detection in Social Media Forensics.
Communications in Computer and Information Science (CCIS)
Academic article
-
Abomhara, Mohamed ;
Yildirim Yayilgan, Sule;
Nweke, Livinus Obiora;
Székely, Zoltán.
(2021)
A comparison of primary stakeholders views on the deployment of biometrics technology in border management: Case study of smart mobility at the European land borders.
Technology in society
Academic article
-
Khodabakhsh, Athar;
Yildirim Yayilgan, Sule.
(2021)
Data Privacy in IoT Equipped Future Smart Homes.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yildirim Yayilgan, Sule;
Arifaj, Blend;
Rahimpour, Masoomeh;
Hardeberg, Jon Yngve;
Ahmedi, Lule.
(2021)
Pre-trained CNN based deep features with hand-crafted features and patient data for skin lesion classification.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yildirim Yayilgan, Sule;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Preface.
Communications in Computer and Information Science (CCIS)
Editorial
-
Ahmed, Javed;
Yildirim Yayilgan, Sule;
Nowostaki, Mariusz;
Ramachandra, Raghavendra;
Elezaj, Ogerta;
Abomohara, Mohamad.
(2020)
GDPR compliant consent driven data protection in online social networks: A blockchain-based approach.
2020 3rd International Conference on Information and Computer Technologies (ICICT)
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Ahmed, Javed;
Kalemi, Edlira;
Blichfeldt, Brumle Roger Andre;
Haubold, Claudia.
(2020)
Crime Intelligence from Social Media Using CISMO.
Advances in Intelligent Systems and Computing
Academic article
-
Golrang, Anahita;
Golrang , Alale Mohammadi;
Yildirim Yayilgan, Sule;
Elezaj, Ogerta.
(2020)
A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest.
Electronics (Basel)
Academic article
-
Catak, Ferhat Özgur;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed .
(2020)
A Privacy-Preserving Fully Homomorphic Encryption and Parallel Computation Based Biometric Data Matching.
preprints.org > mathematics & computer science > information technology & data management
Popular scientific article
-
Catak, Ferhat Özgur;
Aydin, Ismail;
Elezaj, Ogerta;
Yildirim Yayilgan, Sule.
(2020)
Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm.
Electronics (Basel)
Academic article
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Yildirim Yayilgan, Sule;
Hovde, Øistein.
(2020)
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data.
Computer Vision and Image Understanding
Academic article
-
Ahmed, Javed;
Yildirim Yayilgan, Sule;
Nowostawski, Mariusz;
Abomhara, Mohamed Ali Saleh;
Ramachandra, Raghavendra;
Elezaj, Ogerta.
(2020)
Towards Blockchain-based GDPR-compliant Online Social Networks: Challenges, Opportunities and Way Forward.
Advances in Intelligent Systems and Computing
Academic article
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim Yayilgan, Sule.
(2019)
The impact of deep learning on document classification using semantically rich representations.
Information Processing & Management
Academic article
-
Melit Devassy, Binu;
Yildirim Yayilgan, Sule;
Hardeberg, Jon Yngve.
(2019)
The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features.
Advances in Intelligent Systems and Computing
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim Yayilgan, Sule;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein.
(2019)
StreoScenNet: Surgical stereo robotic scene segmentation.
Progress in Biomedical Optics and Imaging
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed Ali Saleh;
Yeng, Prosper;
Ahmed, Javed.
(2019)
Data-driven Intrusion Detection System for Small and Medium Enterprises.
IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD
Academic article
-
Elezaj, Ogerta;
Yildirim Yayilgan, Sule;
Kalemi, Edlira;
Wendelberg, Linda;
Abomhara, Mohamed Ali Saleh;
Ahmed, Javed.
(2019)
Towards Designing a Knowledge Graph-Based Framework for Investigating and Preventing Crime on Online Social Networks.
Communications in Computer and Information Science (CCIS)
Academic article
-
Abomhara, Mohamed Ali Saleh;
Yildirim Yayilgan, Sule;
Nymoen, Anne Hilde Ruen;
Shalaginova, Marina;
Székely, Zoltán;
Elezaj, Ogerta.
(2019)
How to do it right: A framework for biometrics supported border control.
Communications in Computer and Information Science (CCIS)
Academic article
-
Lam, Yat Hong;
Yildirim, Sule.
(2018)
Saliency-based Image Object Indexing and Retrieval.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Companioni-Brito, Claudia;
Mariano, Zygred;
Elawady, Mohamed;
Yildirim Yayilgan, Sule.
(2018)
Mobile-Based Painting Photo Retrieval using Combined Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein.
(2018)
Variational approach for capsule video frame interpolation.
EURASIP Journal on Image and Video Processing
Academic article
-
Sylejmani, Kadri;
Hyseni, Qëndresë;
Yildirim Yayilgan, Sule;
Qurdina, Agon;
Mula, Leke;
Krasniqi, Bujar.
(2018)
Distribution of fiscal coupons via Genetic Algorithms and Greedy Randomized Adaptive Search Procedure.
International Journal of Computer Information Systems and Industrial Management Applications
Academic article
-
Skrabánek, Pavel;
Yildirim Yayilgan, Sule.
(2018)
WECIA graph: Visualization of classification performance dependency on grayscale conversion setting.
The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL
Academic article
-
Majtner, Tomas;
Yildirim Yayilgan, Sule;
Hardeberg, Jon Yngve.
(2018)
Optimised Deep Learning Features for Improved Melanoma Detection .
Multimedia Tools and Applications
Academic article
-
Majtner, Tomas;
Bajić, Buda;
Yildirim Yayilgan, Sule;
Hardeberg, Jon Yngve;
Lindblad, Joakim;
Sladoje, Nataša.
(2018)
Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification.
https://arxiv.org/abs/1808.05071
Popular scientific article
-
Kedir, Ahmed;
Yildirim Yayilgan, Sule;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein.
(2018)
Y-net: A deep convolutional neural network for polyp detection.
https://arxiv.org/abs/1806.01907
Popular scientific article
-
Zenun, Kastrati;
Imran, Ali Shariq;
Yildirim, Sule.
(2018)
A Hybrid Concept Learning Approach to Ontology Enrichment.
Innovations, Developments, and Applications of Semantic Web and Information Systems
Article in business/trade/industry journal
-
Bolkar, Sabri;
Wang, Congcong;
Alaya Cheikh, Faouzi;
Yildirim Yayilgan, Sule.
(2018)
Deep Smoke Removal from Minimally Invasive Surgery Videos.
Proceedings of IEEE International Conference on Image Processing
Academic article
-
Hyseni, Qëndresë;
Yildirim, Sule;
Krasniqi, Bujar;
Sylejmani, Kadri.
(2018)
Solving the problem of distribution of fiscal coupons by using a Steady State Genetic Algorithm.
Advances in Intelligent Systems and Computing
Academic article
-
Mohammed, Ahmed Kedir;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Deep-STRESS Capsule Video Endoscopy Image Enhancement.
Color and Imaging Conference (CIC)
Academic article
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Stochastic Capsule Endoscopy Image Enhancement.
Journal of Imaging
Academic article
-
Reyes, Evelyn Lissete Paiz;
de Lima, Nadile Nunes;
Yildirim, Sule.
(2018)
GIF Image Retrieval in Cloud Computing Environment.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Brito, Claudia Companioni;
Elawady, Mohamed;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2018)
Editorial Image Retrieval using Handcrafted and CNN Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Dalipi, Fisnik;
Ferati, Mexhid;
Yildirim, Sule.
(2017)
User interface evaluation of a ski injuries management system.
Advances in Intelligent Systems and Computing
Academic article
-
Kalemi, Edlira;
Yildirim, Sule;
Domnori, Elton;
Elezaj, Ogerta.
(2017)
SMONT: an ontology for crime solving through social media.
International Journal of Metadata, Semantics and Ontologies
Academic article
-
Wendelberg, Linda;
Volden, Frode;
Yildirim, Sule.
(2017)
Death anxiety and visual oculomotor processing of arousing stimuli in a free view setting.
Scandinavian Journal of Psychology
Academic article
-
Muka, Romina;
Yildirim Yayilgan, Sule;
Sevrani, Kozeta.
(2017)
Security Analysis of Wireless BAN in e-Health.
International Journal of Business and Technology
Academic article
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems
Academic article
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Improving document classification effectiveness using knowledge exploited by ontologies.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2016)
SEMCON: A semantic and contextual objective metric for enriching domain ontology concepts.
International Journal on Semantic Web and Information Systems (IJSWIS)
Academic article
-
Yildirim, Sule;
Du, Yang;
Dalipi, Fisnik;
Jeppesen, Jonas C..
(2016)
A new ski injury registration system architecture using mobile applications to enhance skiing safety.
International Journal of Interactive Mobile Technologies (iJIM)
Academic article
-
Apostolova Trpkovska, Marika;
Yildirim Yayilgan, Sule;
Besimi, Adrian.
(2016)
An integrated children disease prediction tool within a special social network.
Studies in Health Technology and Informatics
Academic article
-
Kalemi, Edlira;
Yildirim, Sule.
(2016)
Ontologies for Social Media Digital Evidence.
World Academy of Science, Engineering and Technology
Academic article
-
Skrabánek, Pavel;
Vodicka, Pavel;
Yildirim-Yayilgan, Sule.
(2016)
Control System of a Semi-Autonomous Mobile Robot.
IFAC-PapersOnLine
Academic article
-
Yildirim, Sule.
(2016)
Kan du klare å spare mer strøm enn naboen?.
Oppland arbeiderblad
Feature article
-
Dalipi, Fisnik;
Yildirim, Sule;
Imran, Ali Shariq;
Kastrati, Zenun.
(2016)
Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Dalipi, Fisnik;
Yildirim, Sule;
Gebremedhin, Alemayehu.
(2016)
Data-driven Machine Learning Model in District Heating System for Heat Load Prediction: A Comparison Study.
Applied Computational Intelligence and Soft Computing
Academic article
-
Majtner, Tomas;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Efficient Melanoma Detection Using Texture-Based RSurf Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Sharma, Vivek;
Dittrich, Frank;
Yildirim, Sule;
Gool, Luc Van.
(2015)
Efficient Real-Time Pixelwise Object Class Labeling for Safe Human-Robot
Collaboration in Industrial Domain.
JMLR Workshop and Conference Proceedings
Academic article
-
Yayilgan, Sule Yildirim;
Blobel, Bernd;
Petersen, Françoise;
Hovstø, Asbjørn;
Pharow, Peter;
Waaler, Dag.
(2012)
An Architectural Approach to Building Ambient Intelligent Travel Companions.
International Journal of E-Health and Medical Communications (IJEHMC)
Academic article
-
Wang, Jun;
Dam, Gregory;
Yildirim, Sule;
Rand, William;
Wilensky, Uri;
Houk, James C.
(2008)
Reciprocity Between the Cerebellum and the Cerebral Cortex: Nonlinear Dynamics in Microscopic Modules fop Generating Voluntary Motor Commands.
Complexity
Academic article
-
Yildirim, Sule.
(2003)
A LEARNING BASED AND VISION GUIDED ROBOTIC AGENT REPLANNING FRAMEWORK.
International Journal of Computational Intelligence
Academic article
-
Yildirim, Sule.
(2002)
The Implementation of a Robotic Replanning Framework.
Lecture Notes in Computer Science (LNCS)
Academic article
Books
-
Sohail, Tooba;
Aiman, Atiqa;
Hashmi, Ehtesham;
Imran, Ali Shariq;
Muhammad Daudpota, Sher;
Yildirim-Yayilgan, Sule.
(2025)
Hate Speech Detection in Code-Mixed Datasets Using Pretrained Embeddings and Transformers.
IEEE conference proceedings
International Conference on Frontiers of Information Technology (FIT)
Academic anthology/Conference proceedings
-
Shaikh, Sarang;
Yildirim Yayilgan, Sule.
(2023)
Developing an agent-based simulation model for predicting technology acceptance at border crossing points.
IEEE conference proceedings
IEEE conference proceedings
Academic anthology/Conference proceedings
-
Sanfilippo, Filippo;
Granmo, Ole-Christoffer;
Yildirim Yayilgan, Sule;
Bajwa, Imran Sarwar.
(2022)
Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers.
Springer
Communications in Computer and Information Science (CCIS) (1616)
Academic anthology/Conference proceedings
-
Yildirim Yayilgan, Sule;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP).
Springer
Communications in Computer and Information Science (CCIS) (1)
Academic anthology/Conference proceedings
-
Vishi, Kamer;
Yildirim, Sule.
(2013)
Multimodal Biometric Authentication Using Fingerprint and Iris Recognition in Identity Management.
IEEE-2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)
Academic anthology/Conference proceedings
-
Yildirim, Sule;
Kofod-Petersen, Anders.
(2010)
Proceedings of the second Norwegian Artificial Intelligence Symposium : November 22, 2010 Høgskolen i Gjøvik.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Academic anthology/Conference proceedings
Part of book/report
-
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule.
(2024)
Opportunities and Challenges of Using Artificial Intelligence in Securing Cyber-Physical Systems.
Springer
Academic chapter/article/Conference paper
-
Hashmi, Ehtesham;
Yamin, Muhammad Mudassar;
Imran, Ali Shariq;
Yildirim-Yayilgan, Sule;
Ullah, Mohib.
(2024)
Enhancing Misogyny Detection in Bilingual Texts Using FastText and Explainable AI.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Abraham, Doney;
Yildirim-Yayilgan, Sule;
Holik, Filip;
Sanchez Acevedo, Santiago;
Gebremedhin, Alemayehu.
(2023)
Cyber Attack Simulation and Detection in Digital
Substation.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Nweke, Livinus Obiora;
Abomhara, Mohamed ;
Yildirim Yayilgan, Sule;
Camparin, Debora;
Heurtier, Olivier;
Bunney, Calum.
(2022)
A LINDDUN-Based Privacy Threat Modelling for National Identification Systems.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Abraham, Doney;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed ;
Gebremedhin, Alemayehu;
Dalipi, Fisnik.
(2022)
Security and Privacy issues in IoT based Smart Grids: A case study in a digital substation.
Springer
Academic chapter/article/Conference paper
-
Lee, Yen-Ting;
Pengying, Thitinun;
Yildirim Yayilgan, Sule;
Elezaj, Ogerta.
(2021)
Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow.
Springer
Academic chapter/article/Conference paper
-
Abomhara, Mohamed ;
Yildirim Yayilgan, Sule;
Shalaginova, Marina;
Székely, Zoltán.
(2020)
Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute.
Springer Nature
Academic chapter/article/Conference paper
-
Mulliqi, Nita;
Yildirim Yayilgan, Sule;
Mohammed, Ahmed Kedir;
Ahmedi, Lule;
Wang, Hao;
Elezaj, Ogerta.
(2020)
The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Khodabakhsh, Athar;
Yildirim Yayilgan, Sule;
Houmb, Siv Hilde;
Hurzuk, Nargis;
Foros, Jørn;
Istad, Maren Kristine.
(2020)
Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Khodabakhsh, Athar;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed ;
Istad, Maren Kristine;
Hurzuk, Nargis.
(2020)
Cyber-risk identification for a digital substation.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2018)
A Hybrid Concept Learning Approach to Ontology Enrichment.
IGI Global
Academic chapter/article/Conference paper
-
Elezaj, Ogerta;
Yildirim, Sule;
Kalemi, Edlira.
(2017)
Data-Driven Machine-Learning Approach for predicting missing values in large data sets: A comparison Study.
Springer
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Supervised Ontology-Based Document Classification Model.
ACM Publications
Academic chapter/article/Conference paper
-
Majtner, Tomas;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2017)
Combining Deep Learning and Hand-Crafted Features for Skin Lesion Classification
.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Alaya Cheikh, Faouzi.
(2017)
Sparse coded handcrafted and deep features for
colon capsule video summarization.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Majtner, Tomas;
Lidayova, Kristina;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Improving skin lesion segmentation in dermoscopic images by thin artefacts removal methods.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Sharma, Vivek;
Yildirim, Sule;
Van Gool, Luc.
(2016)
Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yildirim Yayilgan, Sule;
Hjelsvold, Rune.
(2016)
Automatically Enriching Domain Ontologies for Document Classification.
Association for Computing Machinery (ACM)
Academic chapter/article/Conference paper
-
Kalemi, Edlira;
Yildirim, Sule;
ÇEÇO, Leandro;
ÇEÇO, Polina.
(2016)
An EHR system architecture for Albania for improving health care services and its implementation.
Academic chapter/article/Conference paper
-
Muka, Romina;
Yildirim, Sule;
Sevrani, Kozeta.
(2016)
Legal and ethical considerations for transmission and storage of shared e-health data: A review.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule.
(2016)
Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Ferati, Mexhid;
Yildirim, Sule.
(2016)
User Interface Evaluation of a Ski Injuries Management System.
Springer
Academic chapter/article/Conference paper
-
Duque, Carlos Andrés Arango;
Khachatryan, Ani;
Yayilgan, Sule .
(2015)
A relevance feedback based image retrieval approach for improved performance.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yayilgan, Sule;
Kastrati, Zenun.
(2015)
Enhancing the Learner’s Performance Analysis Using
SMEUS Semantic E-learning System and Business
Intelligence Technologies.
Springer
Academic chapter/article/Conference paper
-
Yayilgan, Sule ;
Du, Yang;
Dalipi, Fisnik;
Jeppesen, Jonas C..
(2015)
A Novel System Architecture for Efficient
Management of Skiing Injuries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule ;
Dalipi, Fisnik.
(2015)
Analysis of Online Social Networks Posts to Investigate Suspects Using SEMCON.
Springer
Academic chapter/article/Conference paper
-
Sharma, Vivek;
Dittrich, Frank;
Yayilgan, Sule;
Imran, Ali Shariq;
Wörn, Heinz.
(2015)
How to Tune a Random Forest for Real-time Segmentation in Safe Human-Robot Collaboration?.
Springer
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule.
(2015)
A General Framework for Text Document Classification Using SEMCON and ACVSR.
Springer
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Mendoza, Diana Marina Armijo;
Imran, Ali Shariq;
Yayilgan, Sule .
(2015)
An Intelligent Model for Predicting the Occurrence of
Skiing Injuries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2015)
An Improved Concept Vector Space Model for Ontology Based Classification.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Gueye, Limamou;
Yildirim, Sule;
Alaya Cheikh, Faouzi;
Balasingham, Ilangko.
(2015)
Automatic detection of colonoscopic anomalies using capsule endoscopy.
IEEE Signal Processing Society
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule.
(2015)
The impact of environmental factors to skiing injuries: Bayesian regularization neural network model for predicting skiing injuries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yayilgan, Sule;
Imran, Ali Shariq.
(2015)
SEMCON: Semantic and contextual objective metric.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Yayilgan, Sule ;
Arntzen Bechina, Aurilla Aurelie;
Stavseng, Gry Helene;
Ljubicic, Milena;
Solvang, Bjørn;
Meadow, Richard.
(2015)
Knowledge, Technology and Innovation (KTI): Opportunities, Issues and Challenges of KTI transfer between Norway and the Balkans countries.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Du, Yang;
Yayilgan, Sule .
(2015)
A Novel Cache and SSD-based Index
Structure for Health Record Indexing.
IOS Press
Other
-
Dalipi, Fisnik;
Yayilgan, Sule;
Gebremedhin, Alemayehu.
(2015)
A machine learning approach to increase energy efficiency in district heating systems.
CRC Press
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yayilgan, Sule;
Imran, Ali Shariq.
(2015)
Using Context-Aware and Semantic Similarity Based Model to Enrich Ontology Concepts.
Springer
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule;
Gebremedhin, Alemayehu.
(2015)
A Cloud Computing Framework for Smarter District Heating Systems.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Abdalla, Adnan;
Yildirim, Sule.
(2014)
A Review of Using Online Social Networks for Investigative Activities.
Springer
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yildirim, Sule.
(2014)
Objective Keyword Selection For Lecture Video Annotation.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Dittrich, Frank;
Woern, Heinz;
Sharma, Vivek;
Yildirim, Sule.
(2014)
Pixelwise Object Class Segmentation based on Synthetic Data using an Optimized Training Strategy.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Vold, Aud Tone;
Yildirim, Sule;
Sørnes, Jan Oddvar.
(2014)
New Takes on Learning in Organizations When Using Role Play Simulation.
Academic Publishing International
Academic chapter/article/Conference paper
-
Jeppesen, J.C.;
Yildirim, Sule.
(2014)
Systematic Ski Injury Registration using a Digital Platform.
IOS Press
Other
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule Yildirim.
(2014)
Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms.
Springer
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan, Sule Yildirim.
(2013)
Semantic Keyword Selection for Automatic Video Annotation.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Vold, Aud Tone;
Yayilgan, Sule Yildirim.
(2013)
Playful participation for learning in higher education — The introduction of participatory role play simulation in a course at Hedmark University College.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Vishi, Kamer;
Yayilgan, Sule Yildirim.
(2013)
Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Alaya Cheikh, Faouzi;
Yayilgan , Sule Yildirim.
(2012)
Semantic Tags for Lecture Videos.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Torres Ochoa, Victor Manuel;
Yayilgan, Sule Yildirim;
Alaya Cheikh, Faouzi.
(2012)
Adult video content detection using Machine Learning Techniques.
IEEE (Institute of Electrical and Electronics Engineers)
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Hovstø, Asbjørn;
Alaya Cheikh, Faouzi;
Amodei, Anthony;
Iori, Marc;
Zaharia, Sandel.
(2011)
Group Identification at Border Crossing Points.
Gesellschaft für Informatik
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Stene, Sindre Berg.
(2010)
A survey on the need and use of AI in game agensts.
IntechOpen
Academic chapter/article/Conference paper
-
Vold, Tone;
Yildirim, Sule;
Ree-Lindstad, Nina;
Souami, Feryel.
(2010)
Enhanced Learning Outcome Using Participative Role Play Simulation.
IEEE conference proceedings
Academic chapter/article/Conference paper
-
Jacobsen, Arild;
Stene, Sindre;
Yildirim, Sule.
(2009)
Possibilities for learning in game artificial intelligence.
Tapir Akademisk Forlag
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Veflingstad, Henning.
(2008)
Novelty Detection in and Between Different Modalities http://link.aip.org/link/?APCPCS/969/818/1.
AIP Publishing (American Institute of Physics)
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Stene, Sindre Berg.
(2008)
A survey on the need and use of AI in game agents.
The Society for Modeling and Simulation International
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Beachell, Ronald;
Veflingstad, Henning.
(2007)
Novel Rock Detection Intelligence for Space Exploration Based on Non-Symbolic Algorithms and Concepts.
AIP Publishing (American Institute of Physics)
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Dam, Gregory;
Houk, James C.
(2007)
The Mind Agents in Netlogo 3.1.
The Society for Modeling and Simulation International
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Beachell, Ronald.
(2006)
A Proposal for Algorithms in the Human Brain.
Other
-
Yildirim, Sule;
Beachell, Ronald.
(2006)
Does the Human Brain Have Algorithms?.
Other
-
Yildirim, Sule.
(2005)
Innate planning mechanisms.
Academic chapter/article/Conference paper
-
Yildirim, Sule.
(2004)
A Learning Based and Vision Guided Robotic Agent Replanning Framework and a Case Study.
CSREA Press
Academic chapter/article/Conference paper
-
Yildirim, Sule.
(1999)
A New Methodology For Dealing With Uncertainty In Robotic Tasks.
Academic chapter/article/Conference paper
Report
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed .
(2025)
Predicting and Improving Technology Acceptance for Border Control Technologies.
Norges teknisk-naturvitenskapelige universitet
Doktoravhandlinger ved NTNU (205)
Doctoral dissertation
-
Székely, Zoltán;
Yildirim Yayilgan, Sule;
Abomhara, Mohamed .
(2021)
Guidelines on privacy and data protection in forensic research.
Multiforesee Cost Action 16101
Report
-
Yildirim, Sule.
(2017)
Energizing: A simplification of 3D modeling (BIM) at gaming digital energy efficient operation, maintenance and rehabilitation of water-based heating.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Report
-
Yildirim, Sule;
Karlsen, Ero Stig.
(2007)
Learning and Evolution in Complex Fitness Landscapes.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Masters thesis
-
Yildirim, Sule;
Øredsson, Anders.
(2007)
Cognitive video surveillance: an ANN/CBR hybrid approach.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Thesis at a second degree level
-
Yildirim, Sule;
Veflingstad, Henning.
(2007)
Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism.
Tapir Akademisk Forlag
Tapir Akademisk Forlag
Masters thesis
Teaching
Courses
Outreach
2025
-
Academic lectureShaikh, Sarang; Hashmi, Ehtesham; Yildirim-Yayilgan, Sule; Abomhara, Mohamed ; Akerkar, Rajendra Arvind. (2025) Improving Text Classification by Fusing Linguistic and Semantic Features. 2025 6th International Conference on Advancements in Computational Sciences (ICACS) 2025-02-18 - 2025-02-19
2024
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Academic lectureBhandari, Alen; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2024) Transformers In Medical Domain: Swin Transformer as a Binary Classification Model for Pneumonia. Future of Information and Communication Conference (FICC) 2024 2024-04-04 - 2024-04-05
2023
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Academic lectureYildirim-Yayilgan, Sule. (2023) Artificial Intelligence, Cyber Security and Power Networks: the IEC 61850 Standard. IEEE Turkey Section, Conf. Record #60389, Turkey Chapter of IEEE Circuits and Systems Society, The Chamber of Turkish Electrical Engineers, Bursa Uludag University, Istanbul Technical University 14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING 30 November-2 December 2023, Online (Bursa, Turkey) , Bursa, Turkey 2023-11-30 - 2023-12-02
-
LectureShaikh, Sarang; Daudpotta, Sher Muhammad; Yildirim-Yayilgan, Sule; Sindhu, Sindhu. (2023) Exploring the potential of large-language models (LLMs) for student feedback sentiment analysis. Exploring the potential of large-language models (LLMs) for student feedback sentiment analysis 2023-12-11 - 2023-12-12
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Academic lectureYildirim-Yayilgan, Sule. (2023) Scoping an ethical framework for information Systems while swimming in the academic waters. 1st International Conference on Women Development in Engineering Science &Technology 2023-10-03 - 2023-10-05
-
Academic lecture
-
Academic lectureYildirim-Yayilgan, Sule. (2023) AI and CyberSecurity. 2023 IEEE 9th International Conference on Automation, Robotics and Application 2023-02-10 - 2023-03-12
-
Academic lectureYildirim-Yayilgan, Sule. (2023) AI & CyberSecurity. http://icict.org/1.ICICT2023-Program-V8.pdf the 6th International Conference on Information and Computer Technologies 2023-03-24 - 2023-03-26
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Academic lecture
2022
-
Academic lectureZoto, Erjon; Shaikh, Sarang; Yildirim-Yayilgan, Sule; Abomhara, Mohamed . (2022) Designing an innovative toolkit for assessing user acceptance of border control technologies. International Conference Rebound, Rebuild, and Reinvent for a Sustainable and Equitable Development (3R4SED) 2022-06-10 - 2022-06-11
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Academic lectureYildirim Yayilgan, Sule. (2022) WP3 Plans for Air Quality Monitoring Exploiting Massive Multiple-Input Multiple-Output Antennas (AQMA) project. NTNU AQMA Kick off meeting 2022-06-10 - 2022-06-10
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Academic lectureYildirim Yayilgan, Sule. (2022) Knowledge exchange to create shared value. Vestlandsforskning SOCYTI Project Kick-off-Meeting , Sogndal 2022-06-17 - 2022-06-17
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LectureYildirim Yayilgan, Sule. (2022) MR PET research group activities and PhD involvement. NTNU Gjøvik PhDICTKES workshop - Gjøvik , Gjøvik 2022-09-05 - 2022-09-07
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Academic lectureYildirim Yayilgan, Sule. (2022) Image Processing and Machine Learning at MRPET. ACM Singapore Chapter 2022 4th Asia Digital Image Processing Conference , Osaka, Japan 2022-12-17 - 2022-12-19
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LectureYildirim Yayilgan, Sule. (2022) Privacy and data protection in energy infrastructure. Power System Operation and Analysis (PSOA) - NTNU Power System Operation and Analysis (PSOA) - NTNU Group Meeting , Gjøvik/Online 2022-09-29 - 2022-09-29
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LectureYildirim Yayilgan, Sule. (2022) New competence necessary to build, operate and maintain a digital substation. Workshop kompetanse behov- digital stasjon og LPIT 2022-05-18 - 2022-05-18
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LectureYildirim Yayilgan, Sule. (2022) NTNU Progress and Status in Cybersecurity. ECODIS project ECODIS Styremøtet , Tørdal 2022-05-25 - 2022-05-25
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Academic lectureYildirim Yayilgan, Sule; Holik, Filip. (2022) Cyber Security Concepts in Power Networks: Digital Substation Case Study from Norway. National Institute of Technology, Raipur International Conference on Power, Control and Computing Technologies, ICPC2T , Bombay 2022-03-01 - 2022-03-01
2021
-
LectureYildirim Yayilgan, Sule. (2021) PHDICTKES Co-supervision Experiences. A workshop for defining the regulation for double mentorship in the PhD programme 2021-02-02 - 2021-02-02
-
LectureYildirim Yayilgan, Sule. (2021) Development of Social toolkit. NTNU Meeting with Pilot Estonia , Gjøvik - Zoom 2021-02-12 - 2021-02-12
-
Academic lectureYildirim Yayilgan, Sule. (2021) Plans for Digital Imaging and Machine Learning in Scientific Imaging of the Dead Sea Scrolls project. NTNU Workshop onScientific Imaging of the Dead Sea Scrolls , Gjøvik - Zoom 2021-02-22 - 2021-02-23
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Academic lectureYildirim Yayilgan, Sule. (2021) Robotics and AIoT: Technical and Ethical Challenges. Rensselaer Polytechnic Institute ICRES 2021 - the sixth edition of the International Conference on Robot Ethics and Standards , New York / Online 2021-07-26 - 2021-07-27
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Academic lectureYildirim Yayilgan, Sule. (2021) Image Processing and Machine Learning in Healthcare Research . 3rd Asia Digital Image Processing Conference during December 17-19, 2021 2021-12-17 - 2021-12-19
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Academic lectureYildirim Yayilgan, Sule. (2021) Artificial Intelligence and Machine Learning in Healthcare now and towards IoT . inovscitech 2nd World Conference on Robotics and Artificial Intelligence , Prague / Online 2021-03-23 - 2021-03-24
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Academic lectureSanfilippo, Filippo; Bajwa, Imran Sarwar; Granmo, Ole-Christoffer; Yildirim Yayilgan, Sule. (2021) 4th International Conference on Intelligent Technologies and Applications (INTAP'21). University of Agder (UiA), Oslo Metropolitan University and Islamia University of Bahawalpur (IUB) 4th International Conference on Intelligent Technologies and Applications (INTAP'21) , Grimstad 2021-10-11 - 2021-10-13
2019
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LectureYildirim Yayilgan, Sule. (2019) IoT & Its Challenges: Researcher's perspective. ITMO University Office in Brussels & NTNU Office in Brussels IoT-Open Summit: Internet of Things: from Innovative Education to Contributing Towards Achieving SDGs , IOT-OPEN.EU, NTNU Office at the Norwegian House for Research 2019-06-18 - 2019-06-18
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Academic lectureYildirim Yayilgan, Sule. (2019) “NTNU NISLAB - Imaging research - experience and plans”. The Lying Pen of Scribes - Lanseringsseminar 2019-11-13 - 2019-11-13
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Academic lectureYildirim Yayilgan, Sule. (2019) Artificial Intelligence and Machine Learning in Healthcare now and towards IoT. Sir Sadiq Association for Computing International Conference on Intelligent Technologies and Applications INTAP 2019 2019-11-06 - 2019-11-08
2018
-
Academic lectureRocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Alaya Cheikh, Faouzi. (2018) Deep Learning and Radiomics. NLDL2018 2018-01-10 - 2018-01-11
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Academic lectureMohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-Net: A deep convolutional neural network to polyp detection. British Machine Vision Association British Machine Vision Conference (BMVC 2018) , Newcastle 2018-09-03 - 2018-09-06
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Academic lectureCompanioni-Brito, Claudia; Yildirim, Sule; Hardeberg, Jon Yngve; Elawady, Mohamed. (2018) Editorial Image Retrieval using Handcrafted and CNN Features. International Conference on Image and Signal Processing (ICISP2018) 2018-07-02 - 2018-07-04
2017
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Academic lectureHyseni, Qëndresë; Yildirim, Sule; Krasniqi, Bujar; Sylejmani, Kadri. (2017) Solving the problem of distribution of fiscal coupons by using a Steady State Genetic Algorithm. IBICA'17 the 8th International Conference on Innovations in Bio-Inspired Computing and Applications 2017-12-11 - 2017-12-13
2016
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Academic lectureMajtner, Tomas; Lidayova, Kristina; Yildirim, Sule; Hardeberg, Jon Yngve. (2016) Improving Skin Lesion Segmentation in Dermoscopic Images by Thin Artefacts Removal Methods. IEEE 6th Euuropean Workshop on Visual Information Processing (EUVIP2016) 2016-10-25 - 2016-10-27
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Academic lectureSharma, Vivek; Yildirim, Sule; Van Gool, Luc. (2016) Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance. IEEE ROMAN 2016 , New York 2016-08-26 - 2016-08-31
2015
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Academic lectureGueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. The International Conference on Image Processing (ICIP) , Québec 2015-09-27 - 2015-09-30
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Academic lectureDalipi, Fisnik; Yayilgan, Sule Yildirim; Gebremedhin, Alemayehu. (2015) A Cloud Computing Framework for Smarter District Heating Systems. The 7th International Symposium on UbiCom Frontiers - Innovative Research, Systems and Technologies (UFirst2015) , Beijing 2015-08-10 - 2015-08-14
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Academic lectureSharma, Vivek; Dittrichy, Frank; Yildirim, Sule; Woern, Heinz. (2015) How Does Energy Minimization Improve Recognizing Human Poses for Safe Human-Robot Collaboration?. 10th International Conference, EMMCVPR 2015 , Hong Kong 2015-01-13 - 2015-01-16
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PosterSharma, Vivek; Dittrich, Frank; Yildirim, Sule; Gool, Luc Van. (2015) Improving Human Pose Recognition Accuracy using CRF modeling. 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Boston, Massachusetts 2015-06-08 - 2015-06-10
2014
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Academic lectureDittrich, Frank; Woern, Heinz; Sharma, Vivek; Yildirim, Sule. (2014) Pixelwise Object Class Segmentation based on Synthetic Data using an Optimized Training Strategy. Vignan Foundation For Science, Technology & Research (Vignan International Conference on Networks & Soft Computing (ICNSC 14) , Guntur, Andhra Pradesh 2014-08-19 - 2014-08-20
2013
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Academic lectureVold, Aud Tone; Yildirim, Sule. (2013) Playful Participation for Learning in Higher Education -the Introduction of Participatory Role Play Simulation in a Course at Hedmark University College. 9th International Conference on Information Technology Based Higher Education and Training , Antalaya 2013-10-10 - 2013-10-12
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Academic lectureVishi, Kamer; Yildirim, Sule. (2013) Biometric Authentication using Fingerprint and Iris Recognition in Identity Management. The Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing , Beijing 2013-10-16 - 2013-10-18
2012
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Academic lectureYildirim, Sule; Blobel, Bernd; Ruotsalainen, Pekka. (2012) What is e-health - its concepts, approaches and products?. Velferdteknologikonferansen 2012 2012-10-03 - 2012-10-04
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Academic lectureYildirim, Sule. (2012) EHRs, Mobile Technologies and Policies on the Move to Pervasive Care. MIE2012 Workshop: "EHRs, Mobile Technologies and Policies on the Move to Pervasive Care” 2012-08-27 -
2011
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Academic lectureYildirim, Sule. (2011) An Architectural Approach to Building Ambient Intelligent Travel Companies. The 8th International Conference on Wearable Micro and Nano Technologies for Personalized Health 2011-06-29 - 2011-07-01
2010
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Academic lectureYildirim, Sule. (2010) SCAM: Safer Children Internet Access. RFID-RNET Worskshop 2010-05-10 - 2010-05-11
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Popular scientific lectureYildirim, Sule. (2010) Robots. Norsk senter for informasjonssikring (NorSIS) and HIG Nasjonal sikkerhetsdag , Kunnskapsparken 2010-04-22 -
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Academic lectureYildirim, Sule. (2010) Serious Game Design for Military Training. Games: Design and Research Conference , Høgskulen i Volda 2010-06-03 - 2010-06-04
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Academic lectureVold, Tone; Yildirim, Sule; Ree-Lindstad, Nina; Souami, Feryel. (2010) Enchanced lerarning outcome using participative role play simulation. ITHET 2010 , Cappadocia, Tyrkia 2010-04-29 - 2010-05-01
2009
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Academic lectureStene, Sindre Berg; Jacobsen, Arild; Yildirim, Sule. (2009) Possibilities for learning in game artificial intelligence. the First Norwegian Artificial Intelligence Symposium 2009-11-22 -
2008
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Academic lectureYildirim, Sule; Stene, Sindre. (2008) A survey on the need and use of AI in game agensts. Spring Simulation Multiconference Springsim , Ottawa, Canada 2008-04-14 - 2008-04-17
2007
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Academic lectureYildirim, Sule; Veflingstad, Henning; Beachell, Ronald. (2007) Novel Rock Detection Intelligence for Space Exploration based on Non-Symbolic Algorithms and Concepts. the Space Technology and Applications International Forum 2007 (STAIF?07) , Albuquerque, New Mexico 2007-02-11 - 2007-02-15
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Academic lectureYildirim, Sule; Dam, Gregory; Houk, Jim. (2007) The Mind Agents In Netlogo 3.1. Agent Directed Simulation (ADS'07) , Norfolk, VA 2007-03-25 - 2007-03-29
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Academic lecturede Souza, Peter; Yildirim, Sule. (2007) Artificial intelligence and "learning regions" - an outline to research adventure. Regions in focus , Lisabon 2007-05-27 - 2007-05-29
2006
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PosterYildirim, Sule; Beachell, Ronald. (2006) Non-Symbolic Algorithms and Concepts in the Human Brain. Second Annual Computational Cognitive Neuroscience Conference , Houston, Texas 2006-11-15 - 2006-11-16
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Academic lectureYildirim, Sule; Beachell, Ronald. (2006) Does the Human Brain Have Algorithms?. the 2006 International Conference on Artificial Intelligence (ICAI?06) , Las Vegas 2006-06-26 - 2006-06-29
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Academic lectureAredo, Demissie; Yildirim, Sule. (2006) Security Issues in Adaptive Distributed Systems. the Fourteenth European Conference on Information Systems (ECIS 2006) , Goteborg 2006-06-07 - 2006-06-09
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PosterDam, Gregory; Yildirim, Sule; Houk, Jim. (2006) A Computational Model of A Cortical-Cerebellar Microscopic Module. Sixth Understanding Complex Systems Symposium , University of Illinois at Urbana-Champaign, Usa 2006-05-15 - 2006-05-18
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Academic lectureYildirim, Sule; Dam, Gregory; Houk, Jim. (2006) Agents of the Mind to Emerge in Netlogo. Tenth Annual Swarm Agent-Based Simulation Meeting (SwarmFest 2006) , University of Notre Dame, Indiana, Usa 2006-06-23 - 2006-06-24
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PosterDam, Gregory; Yildirim, Sule; Houk, Jim. (2006) Improved Control of a Distributed Processing Module Using a Physiologically Inspired Activation Function. Second Annual Computational Cognitive Neuroscience Conference , Houston, Texas 2006-11-15 - 2006-11-16
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Academic lectureYildirim, Sule; Dam, Gregory; Houk, Jim. (2006) A Computational Model Of A Microzone of the Cerebellum. Sixth Understanding Complex Systems Symposium , University of Illinois at Urbana-Champaign 2006-05-15 - 2006-05-18
2005
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PosterYildirim, Sule. (2005) Innate Planning Mechanisms. MNAS'05, Modeling Natural Action Selection Workshop 2005 , Scotland 2005-07-30 - 2005-07-31
2004
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Academic lectureYildirim, Sule. (2004) From Low level to High Level Reasoning. Dokuz Eylul University and Bogazici University Proceedings of the Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN 2004) 2004-06-10 - 2004-06-11
2003
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Academic lectureYildirim, Sule. (2003) A Learning Based and Vision Guided Robotic Agent Replanning Framework. Canakkale 18 Mart University, Turkey Proceedings of the Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks , Canakkale 2003-07-02 - 2003-07-04
2002
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Academic lectureYildirim, Sule. (2002) A Proposal For A Robotic Planning/Replanning Framework. Proceedings of the Eleventh Turkish Symposium on Artificial Intelligence and Neural Network (TAINN 2002) 2002-06-20 - 2002-06-21