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
Artificial Intelligence in Formal Foreign Language Education
Violence-inducing Behaviour Prevention in Social-Cyber Space of Local Communities
The Lying Pen of Scribes: Manuscript Forgeries, Digital Imaging, and Critical Provenance Research
CINELDI: Center for intelligent electricity
METICOS: A Platform for Monitoring and Prediction of Social Impact and Acceptability of Modern Border Control Technology
AQMA: Air Quality Monitoring Exploiting Massive Multiple-Input Multiple-Output Antennas
LITHME: Language in the Human Machine Era
MAAS: Multiparameter Active Antenna Sensor, Research Council of Norway,
Usefulness of emerging technologies in formal foreign language education
ECODIS: Engineering and Condition monitoring in Digital Substations
InterSecure: Security of supply in smartgrids with interacting digital systems
PhDICTKES: The development and implementation of a PhD Program in ICT for the Kosovo Education System
Publications
2025
-
Hashmi, Ehtesham;
Ahmad, Hasnain;
Mazhar, Muhammad Tayyab;
Yildirim-Yayilgan, Sule;
Afzal, Mehtab;
Shaikh, Sarang.
(2025)
A Robust and Linguistically-Aware Hate Speech Detection System for Roman Urdu.
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)
Academic article
-
Chared, Zahim;
Jantet, Clément;
Ravix, Calliste;
Salmi, Robin;
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2025)
AI-driven detection of hate speech on social media: a case study in the French language.
Cluster Computing
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
-
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
-
Sohail, Tooba;
Aiman, Atiqa;
Hashmi, Ehtesham;
Imran, Ali Shariq;
Daudpota, Sher Muhammad;
Yildirim-Yayilgan, Sule.
(2025)
Hate Speech Detection in Code-Mixed Datasets Using Pretrained Embeddings and Transformers.
IEEE (Institute of Electrical and Electronics Engineers)
IEEE (Institute of Electrical and Electronics Engineers)
Academic anthology/Conference proceedings
-
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
-
Shaikh, Sarang;
Yildirim-Yayilgan, Sule;
Zoto, Erjon;
Abomhara, Mohamed.
(2025)
Predicting and Improving Technology Acceptance for Border Control Technologies.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Abomhara, Mohamed;
Akerkar, Rajendra Arvind.
(2025)
Transparent Hate Speech Detection in Norwegian Using Explainable AI.
Springer, Charm
Springer, Charm
Academic anthology/Conference proceedings
2024
-
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
-
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.
Academic chapter/article/Conference paper
-
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
-
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule.
(2024)
Opportunities and Challenges of Using Artificial Intelligence in Securing Cyber-Physical Systems.
Academic chapter/article/Conference paper
-
Abraham, Doney;
Toftegaard, Øyvind Anders Arntzen;
R., Binu Ben Jose D.;
Gebremedhin, Alemayehu;
Yildirim-Yayilgan, Sule.
(2024)
Consequence simulation of cyber attacks on key smart grid business cases.
Frontiers in Energy Research
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
-
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
-
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
-
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
-
Abomhara, Mohamed Ali Saleh;
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule;
Comparin, Debora;
Teyras, Kristel;
Labriolle, Stéphanie de.
(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
-
Holik, Filip;
Yildirim-Yayilgan, Sule;
Olsborg, Guro Bråten.
(2024)
Emulation of Digital Substations Communication for Cyber Security Awareness.
Electronics (Basel)
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;
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;
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
-
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;
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
-
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;
Ali, Subhan;
Abomhara, Mohamed Ali Saleh.
(2024)
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI.
IEEE Access
Academic article
2023
-
Pourafzal, Alireza;
Škrabánek, Pavel;
Gebresilassie, Michael Cheffena;
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
-
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
-
Tobing, Tabita Anggraini Meilita Lumban;
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
-
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
-
Abraham, Doney;
Yildirim-Yayilgan, Sule;
Holik, Filip;
Acevedo, Santiago Sanchez;
Gebremedhin, Alemayehu.
(2023)
Cyber Attack Simulation and Detection in Digital
Substation.
Academic chapter/article/Conference paper
-
Shahbaz, Sikandar;
Rabbia, Mahum;
E., Ragab Adham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2023)
SCDet: A Robust Approach for the Detection of Skin Lesions.
Diagnostics (Basel)
Academic article
-
Shaikh, Sarang;
Yayilgan, Sule Yildirim.
(2023)
Developing an agent-based simulation model for predicting technology acceptance at border crossing points.
IEEE (Institute of Electrical and Electronics Engineers)
IEEE (Institute of Electrical and Electronics Engineers)
Academic anthology/Conference proceedings
2022
-
Holik, Filip;
Abraham, Doney;
Yayilgan, Sule Yildirim.
(2022)
Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations.
Communications in Computer and Information Science (CCIS)
Academic article
-
Pourafzal, Alireza;
Roi-Taravella, Thomas;
Cheffena, Michael;
Yayilgan, Sule Yildirim.
(2022)
A Low-cost and Accurate Microwave Sensor System for Permittivity Characterization.
IEEE Sensors Journal
Academic article
-
Shaikh, Sarang;
Yayilgan, Sule Yildirim;
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;
Yayilgan, Sule Yildirim;
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
-
Yayilgan, Sule Yildirim;
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
-
Abraham, Doney;
Yayilgan, Sule Yildirim;
Abomhara, Mohamed;
Gebremedhin, Alemayehu;
Dalipi, Fisnik.
(2022)
Security and Privacy issues in IoT based Smart Grids: A case study in a digital substation.
Academic chapter/article/Conference paper
-
Sanfilippo, Filippo;
Granmo, Ole-Christoffer;
Yayilgan, Sule Yildirim;
Bajwa, Imran Sarwar.
(2022)
Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers.
Springer
Springer
Academic anthology/Conference proceedings
-
Tobing, Tabita Lumban;
Yayilgan, Sule Yildirim;
George, Sony;
Elgvin, Torleif.
(2022)
Isolated Handwritten Character Recognition of Ancient Hebrew Manuscripts.
Archiving Conference
Academic article
-
Holik, Filip;
Flå, Lars;
JAATUN, Martin Gilje;
Yayilgan, Sule Yildirim;
Foros, Jørn.
(2022)
Threat Modeling of a Smart Grid Secondary Substation.
Electronics (Basel)
Academic article
-
Nweke, Livinus Obiora;
Abomhara, Mohamed;
Yayilgan, Sule Yildirim;
Camparin, Debora;
Heurtier, Olivier;
Bunney, Calum.
(2022)
A LINDDUN-Based Privacy Threat Modelling for National Identification Systems.
Academic chapter/article/Conference paper
2021
-
Yayilgan, Sule Yildirim;
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
-
Abomhara, Mohamed Ali Saleh;
Yayilgan, Sule Yildirim.
(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
-
Yayilgan, Sule Yildirim;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP).
Springer
Springer
Academic anthology/Conference proceedings
-
Catak, Ferhat Özgur;
Yayilgan, Sule Yildirim.
(2021)
Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks.
Communications in Computer and Information Science (CCIS)
Academic article
-
Golrang, Anahita Mohammadi;
Yayilgan, Sule Yildirim;
Elezaj, Ogerta.
(2021)
The multi-objective feature selection in Android malware detection system.
Communications in Computer and Information Science (CCIS)
Academic article
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
Kalemi, Edlira.
(2021)
Criminal Network Community Detection in Social Media Forensics.
Communications in Computer and Information Science (CCIS)
Academic article
-
Abomhara, Mohamed;
Yayilgan, Sule Yildirim;
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
-
Székely, Zoltán;
Yayilgan, Sule Yildirim;
Abomhara, Mohamed.
(2021)
Guidelines on privacy and data protection in forensic research.
Multiforesee Cost Action 16101
Multiforesee Cost Action 16101
Report
-
Lee, Yen-Ting;
Pengying, Thitinun;
Yayilgan, Sule Yildirim;
Elezaj, Ogerta.
(2021)
Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow.
Academic chapter/article/Conference paper
-
Yayilgan, Sule Yildirim;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Preface.
Communications in Computer and Information Science (CCIS)
Editorial
-
Khodabakhsh, Athar;
Yayilgan, Sule Yildirim.
(2021)
Data Privacy in IoT Equipped Future Smart Homes.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yayilgan, Sule Yildirim;
Shaikh, Sarang.
(2021)
The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies.
University of Jyväskylä
Academic article
2020
-
Catak, Ferhat Özgur;
Yayilgan, Sule Yildirim;
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
-
Ahmed, Javed;
Yayilgan, Sule Yildirim;
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
-
Abomhara, Mohamed;
Yayilgan, Sule Yildirim;
Shalaginova, Marina;
Székely, Zoltán.
(2020)
Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute.
Academic chapter/article/Conference paper
-
Khodabakhsh, Athar;
Yayilgan, Sule Yildirim;
Houmb, Siv Hilde;
Hurzuk, Nargis;
Foros, Jørn;
Istad, Maren Kristine.
(2020)
Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA.
Academic chapter/article/Conference paper
-
Golrang, Anahita;
Golrang, Alale Mohammadi;
Yayilgan, Sule Yildirim;
Elezaj, Ogerta.
(2020)
A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest.
Electronics (Basel)
Academic article
-
Khodabakhsh, Athar;
Yayilgan, Sule Yildirim;
Abomhara, Mohamed;
Istad, Maren Kristine;
Hurzuk, Nargis.
(2020)
Cyber-risk identification for a digital substation.
Academic chapter/article/Conference paper
-
Catak, Ferhat Özgur;
Aydin, Ismail;
Elezaj, Ogerta;
Yayilgan, Sule Yildirim.
(2020)
Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm.
Electronics (Basel)
Academic article
-
Ahmed, Javed;
Yayilgan, Sule Yildirim;
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
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Yayilgan, Sule Yildirim;
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
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
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
-
Mulliqi, Nita;
Yayilgan, Sule Yildirim;
Mohammed, Ahmed Kedir;
Ahmedi, Lule;
Wang, Hao;
Elezaj, Ogerta.
(2020)
The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection.
Academic chapter/article/Conference paper
2019
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
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
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule Yildirim.
(2019)
The impact of deep learning on document classification using semantically rich representations.
Information Processing & Management
Academic article
-
Devassy, Binu Melit;
Yayilgan, Sule Yildirim;
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;
Yayilgan, Sule Yildirim;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein.
(2019)
StreoScenNet: Surgical stereo robotic scene segmentation.
Progress in Biomedical Optics and Imaging
Academic article
-
Abomhara, Mohamed Ali Saleh;
Yayilgan, Sule Yildirim;
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
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
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
2018
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2018)
A Hybrid Concept Learning Approach to Ontology Enrichment.
Academic chapter/article/Conference paper
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein;
Yayilgan, Sule Yildirim.
(2018)
Stochastic Capsule Endoscopy Image Enhancement.
Journal of Imaging
Academic article
-
Bolkar, Sabri;
Wang, Congcong;
Cheikh, Faouzi Alaya;
Yayilgan, Sule Yildirim.
(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;
Yayilgan, Sule Yildirim.
(2018)
Deep-STRESS Capsule Video Endoscopy Image Enhancement.
Color and Imaging Conference (CIC)
Academic 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
-
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
-
Reyes, Evelyn Lissete Paiz;
Lima, Nadile Nunes de;
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
-
Companioni-Brito, Claudia;
Mariano, Zygred;
Elawady, Mohamed;
Yayilgan, Sule Yildirim.
(2018)
Mobile-Based Painting Photo Retrieval using Combined Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Lam, Yat Hong;
Yildirim, Sule.
(2018)
Saliency-based Image Object Indexing and Retrieval.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Sylejmani, Kadri;
Hyseni, Qëndresë;
Yayilgan, Sule Yildirim;
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
-
Kedir, Ahmed;
Yayilgan, Sule Yildirim;
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
-
Majtner, Tomas;
Bajić, Buda;
Yayilgan, Sule Yildirim;
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
-
Skrabánek, Pavel;
Yayilgan, Sule Yildirim.
(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;
Yayilgan, Sule Yildirim;
Hardeberg, Jon Yngve.
(2018)
Optimised Deep Learning Features for Improved Melanoma Detection.
Multimedia Tools and Applications
Academic article
2017
-
Muka, Romina;
Yayilgan, Sule Yildirim;
Sevrani, Kozeta.
(2017)
Security Analysis of Wireless BAN in e-Health.
International Journal of Business and Technology
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
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Cheikh, Faouzi Alaya.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems
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
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Improving document classification effectiveness using knowledge exploited by ontologies.
Lecture Notes in Computer Science (LNCS)
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
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Cheikh, Faouzi Alaya.
(2017)
Sparse coded handcrafted and deep features for
colon capsule video summarization.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Supervised Ontology-Based Document Classification Model.
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.
Academic chapter/article/Conference paper
-
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.
Academic chapter/article/Conference paper
2016
-
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
-
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
-
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
-
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
-
Trpkovska, Marika Apostolova;
Yayilgan, Sule Yildirim;
Besimi, Adrian.
(2016)
An integrated children disease prediction tool within a special social network.
Studies in Health Technology and Informatics
Academic article
-
Majtner, Tomas;
Lidayova, Kristina;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Improving skin lesion segmentation in dermoscopic images by thin artefacts removal methods.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Ferati, Mexhid;
Yildirim, Sule.
(2016)
User Interface Evaluation of a Ski Injuries Management System.
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.
(2016)
Kan du klare å spare mer strøm enn naboen?.
Feature article
-
Kastrati, Zenun;
Yayilgan, Sule Yildirim;
Hjelsvold, Rune.
(2016)
Automatically Enriching Domain Ontologies for Document Classification.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule.
(2016)
Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges.
Academic chapter/article/Conference paper
-
Sharma, Vivek;
Yildirim, Sule;
Gool, Luc Van.
(2016)
Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance.
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
-
Majtner, Tomas;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Efficient Melanoma Detection Using Texture-Based RSurf Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Kalemi, Edlira;
Yildirim, Sule.
(2016)
Ontologies for Social Media Digital Evidence.
World Academy of Science, Engineering and Technology
Academic article
2015
-
Dalipi, Fisnik;
Mendoza, Diana Marina Armijo;
Imran, Ali Shariq;
Yayilgan, Sule.
(2015)
An Intelligent Model for Predicting the Occurrence of
Skiing Injuries.
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.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule;
Gebremedhin, Alemayehu.
(2015)
A Cloud Computing Framework for Smarter District Heating Systems.
Academic chapter/article/Conference paper
-
Duque, Carlos Andrés Arango;
Khachatryan, Ani;
Yayilgan, Sule.
(2015)
A relevance feedback based image retrieval approach for improved performance.
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;
Imran, Ali Shariq;
Yildirim, Sule.
(2015)
An Improved Concept Vector Space Model for Ontology Based Classification.
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.
Academic chapter/article/Conference paper
-
Yayilgan, Sule;
Bechina, Aurilla Aurelie Arntzen;
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.
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.
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?.
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.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule.
(2015)
A General Framework for Text Document Classification Using SEMCON and ACVSR.
Academic chapter/article/Conference paper
-
Gueye, Limamou;
Yildirim, Sule;
Cheikh, Faouzi Alaya;
Balasingham, Ilangko.
(2015)
Automatic detection of colonoscopic anomalies using capsule endoscopy.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yayilgan, Sule;
Gebremedhin, Alemayehu.
(2015)
A machine learning approach to increase energy efficiency in district heating systems.
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.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yayilgan, Sule;
Imran, Ali Shariq.
(2015)
SEMCON: Semantic and contextual objective metric.
Academic chapter/article/Conference paper
2014
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Cheikh, Faouzi Alaya;
Yildirim, Sule.
(2014)
Objective Keyword Selection For Lecture Video Annotation.
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 chapter/article/Conference paper
-
Abdalla, Adnan;
Yildirim, Sule.
(2014)
A Review of Using Online Social Networks for Investigative Activities.
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.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule Yildirim.
(2014)
Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms.
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)
IEEE-2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)
Academic anthology/Conference proceedings
-
Vishi, Kamer;
Yayilgan, Sule Yildirim.
(2013)
Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management.
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.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Cheikh, Faouzi Alaya;
Yayilgan, Sule Yildirim.
(2013)
Semantic Keyword Selection for Automatic Video Annotation.
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
-
Ochoa, Victor Manuel Torres;
Yayilgan, Sule Yildirim;
Cheikh, Faouzi Alaya.
(2012)
Adult video content detection using Machine Learning Techniques.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Cheikh, Faouzi Alaya;
Yayilgan, Sule Yildirim.
(2012)
Semantic Tags for Lecture Videos.
Academic chapter/article/Conference paper
2011
-
Yildirim, Sule;
Hovstø, Asbjørn;
Cheikh, Faouzi Alaya;
Amodei, Anthony;
Iori, Marc;
Zaharia, Sandel.
(2011)
Group Identification at Border Crossing Points.
Academic chapter/article/Conference paper
2010
-
Vold, Tone;
Yildirim, Sule;
Ree-Lindstad, Nina;
Souami, Feryel.
(2010)
Enhanced Learning Outcome Using Participative Role Play Simulation.
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
-
Yildirim, Sule;
Stene, Sindre Berg.
(2010)
A survey on the need and use of AI in game agensts.
Academic chapter/article/Conference paper
2009
-
Jacobsen, Arild;
Stene, Sindre;
Yildirim, Sule.
(2009)
Possibilities for learning in game artificial intelligence.
Academic chapter/article/Conference paper
2008
-
Yildirim, Sule;
Stene, Sindre Berg.
(2008)
A survey on the need and use of AI in game agents.
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.
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
2007
-
Yildirim, Sule;
Dam, Gregory;
Houk, James C.
(2007)
The Mind Agents in Netlogo 3.1.
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.
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Veflingstad, Henning.
(2007)
Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
-
Yildirim, Sule;
Øredsson, Anders.
(2007)
Cognitive video surveillance: an ANN/CBR hybrid approach.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
-
Yildirim, Sule;
Karlsen, Ero Stig.
(2007)
Learning and Evolution in Complex Fitness Landscapes.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
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.
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
-
Hashmi, Ehtesham;
Ahmad, Hasnain;
Mazhar, Muhammad Tayyab;
Yildirim-Yayilgan, Sule;
Afzal, Mehtab;
Shaikh, Sarang.
(2025)
A Robust and Linguistically-Aware Hate Speech Detection System for Roman Urdu.
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP)
Academic article
-
Chared, Zahim;
Jantet, Clément;
Ravix, Calliste;
Salmi, Robin;
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule.
(2025)
AI-driven detection of hate speech on social media: a case study in the French language.
Cluster Computing
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
-
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
-
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
-
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
-
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
-
Abraham, Doney;
Toftegaard, Øyvind Anders Arntzen;
R., Binu Ben Jose D.;
Gebremedhin, Alemayehu;
Yildirim-Yayilgan, Sule.
(2024)
Consequence simulation of cyber attacks on key smart grid business cases.
Frontiers in Energy Research
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
-
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
-
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
-
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
-
Abomhara, Mohamed Ali Saleh;
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule;
Comparin, Debora;
Teyras, Kristel;
Labriolle, Stéphanie de.
(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
-
Holik, Filip;
Yildirim-Yayilgan, Sule;
Olsborg, Guro Bråten.
(2024)
Emulation of Digital Substations Communication for Cyber Security Awareness.
Electronics (Basel)
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;
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;
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
-
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;
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
-
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;
Ali, Subhan;
Abomhara, Mohamed Ali Saleh.
(2024)
Advancing Fake News Detection: Hybrid Deep Learning With FastText and Explainable AI.
IEEE Access
Academic article
-
Pourafzal, Alireza;
Škrabánek, Pavel;
Gebresilassie, Michael Cheffena;
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
-
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
-
Tobing, Tabita Anggraini Meilita Lumban;
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
-
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
-
Shahbaz, Sikandar;
Rabbia, Mahum;
E., Ragab Adham;
Yildirim-Yayilgan, Sule;
Shaikh, Sarang.
(2023)
SCDet: A Robust Approach for the Detection of Skin Lesions.
Diagnostics (Basel)
Academic article
-
Holik, Filip;
Abraham, Doney;
Yayilgan, Sule Yildirim.
(2022)
Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations.
Communications in Computer and Information Science (CCIS)
Academic article
-
Pourafzal, Alireza;
Roi-Taravella, Thomas;
Cheffena, Michael;
Yayilgan, Sule Yildirim.
(2022)
A Low-cost and Accurate Microwave Sensor System for Permittivity Characterization.
IEEE Sensors Journal
Academic article
-
Shaikh, Sarang;
Yayilgan, Sule Yildirim;
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;
Yayilgan, Sule Yildirim;
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
-
Yayilgan, Sule Yildirim;
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
-
Tobing, Tabita Lumban;
Yayilgan, Sule Yildirim;
George, Sony;
Elgvin, Torleif.
(2022)
Isolated Handwritten Character Recognition of Ancient Hebrew Manuscripts.
Archiving Conference
Academic article
-
Holik, Filip;
Flå, Lars;
JAATUN, Martin Gilje;
Yayilgan, Sule Yildirim;
Foros, Jørn.
(2022)
Threat Modeling of a Smart Grid Secondary Substation.
Electronics (Basel)
Academic article
-
Yayilgan, Sule Yildirim;
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
-
Abomhara, Mohamed Ali Saleh;
Yayilgan, Sule Yildirim.
(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;
Yayilgan, Sule Yildirim.
(2021)
Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks.
Communications in Computer and Information Science (CCIS)
Academic article
-
Golrang, Anahita Mohammadi;
Yayilgan, Sule Yildirim;
Elezaj, Ogerta.
(2021)
The multi-objective feature selection in Android malware detection system.
Communications in Computer and Information Science (CCIS)
Academic article
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
Kalemi, Edlira.
(2021)
Criminal Network Community Detection in Social Media Forensics.
Communications in Computer and Information Science (CCIS)
Academic article
-
Abomhara, Mohamed;
Yayilgan, Sule Yildirim;
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
-
Yayilgan, Sule Yildirim;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Preface.
Communications in Computer and Information Science (CCIS)
Editorial
-
Khodabakhsh, Athar;
Yayilgan, Sule Yildirim.
(2021)
Data Privacy in IoT Equipped Future Smart Homes.
Communications in Computer and Information Science (CCIS)
Academic article
-
Yayilgan, Sule Yildirim;
Shaikh, Sarang.
(2021)
The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies.
University of Jyväskylä
Academic article
-
Catak, Ferhat Özgur;
Yayilgan, Sule Yildirim;
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
-
Ahmed, Javed;
Yayilgan, Sule Yildirim;
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
-
Golrang, Anahita;
Golrang, Alale Mohammadi;
Yayilgan, Sule Yildirim;
Elezaj, Ogerta.
(2020)
A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest.
Electronics (Basel)
Academic article
-
Catak, Ferhat Özgur;
Aydin, Ismail;
Elezaj, Ogerta;
Yayilgan, Sule Yildirim.
(2020)
Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm.
Electronics (Basel)
Academic article
-
Ahmed, Javed;
Yayilgan, Sule Yildirim;
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
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Yayilgan, Sule Yildirim;
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
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
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
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
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
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule Yildirim.
(2019)
The impact of deep learning on document classification using semantically rich representations.
Information Processing & Management
Academic article
-
Devassy, Binu Melit;
Yayilgan, Sule Yildirim;
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;
Yayilgan, Sule Yildirim;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein.
(2019)
StreoScenNet: Surgical stereo robotic scene segmentation.
Progress in Biomedical Optics and Imaging
Academic article
-
Abomhara, Mohamed Ali Saleh;
Yayilgan, Sule Yildirim;
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
-
Elezaj, Ogerta;
Yayilgan, Sule Yildirim;
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
-
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein;
Yayilgan, Sule Yildirim.
(2018)
Stochastic Capsule Endoscopy Image Enhancement.
Journal of Imaging
Academic article
-
Bolkar, Sabri;
Wang, Congcong;
Cheikh, Faouzi Alaya;
Yayilgan, Sule Yildirim.
(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;
Yayilgan, Sule Yildirim.
(2018)
Deep-STRESS Capsule Video Endoscopy Image Enhancement.
Color and Imaging Conference (CIC)
Academic 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
-
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
-
Reyes, Evelyn Lissete Paiz;
Lima, Nadile Nunes de;
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
-
Companioni-Brito, Claudia;
Mariano, Zygred;
Elawady, Mohamed;
Yayilgan, Sule Yildirim.
(2018)
Mobile-Based Painting Photo Retrieval using Combined Features.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Lam, Yat Hong;
Yildirim, Sule.
(2018)
Saliency-based Image Object Indexing and Retrieval.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Sylejmani, Kadri;
Hyseni, Qëndresë;
Yayilgan, Sule Yildirim;
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
-
Kedir, Ahmed;
Yayilgan, Sule Yildirim;
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
-
Majtner, Tomas;
Bajić, Buda;
Yayilgan, Sule Yildirim;
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
-
Skrabánek, Pavel;
Yayilgan, Sule Yildirim.
(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;
Yayilgan, Sule Yildirim;
Hardeberg, Jon Yngve.
(2018)
Optimised Deep Learning Features for Improved Melanoma Detection.
Multimedia Tools and Applications
Academic article
-
Muka, Romina;
Yayilgan, Sule Yildirim;
Sevrani, Kozeta.
(2017)
Security Analysis of Wireless BAN in e-Health.
International Journal of Business and Technology
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
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Cheikh, Faouzi Alaya.
(2017)
Sparse coded handcrafted and deep features for colon capsule video summarization.
Computer-Based Medical Systems
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
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Improving document classification effectiveness using knowledge exploited by ontologies.
Lecture Notes in Computer Science (LNCS)
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
-
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
-
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
-
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
-
Trpkovska, Marika Apostolova;
Yayilgan, Sule Yildirim;
Besimi, Adrian.
(2016)
An integrated children disease prediction tool within a special social network.
Studies in Health Technology and Informatics
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.
(2016)
Kan du klare å spare mer strøm enn naboen?.
Feature article
-
Skrabánek, Pavel;
Vodicka, Pavel;
Yildirim-Yayilgan, Sule.
(2016)
Control System of a Semi-Autonomous Mobile Robot.
IFAC-PapersOnLine
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
-
Kalemi, Edlira;
Yildirim, Sule.
(2016)
Ontologies for Social Media Digital Evidence.
World Academy of Science, Engineering and Technology
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;
Daudpota, Sher Muhammad;
Yildirim-Yayilgan, Sule.
(2025)
Hate Speech Detection in Code-Mixed Datasets Using Pretrained Embeddings and Transformers.
IEEE (Institute of Electrical and Electronics Engineers)
IEEE (Institute of Electrical and Electronics Engineers)
Academic anthology/Conference proceedings
-
Hashmi, Ehtesham;
Yildirim-Yayilgan, Sule;
Abomhara, Mohamed;
Akerkar, Rajendra Arvind.
(2025)
Transparent Hate Speech Detection in Norwegian Using Explainable AI.
Springer, Charm
Springer, Charm
Academic anthology/Conference proceedings
-
Shaikh, Sarang;
Yayilgan, Sule Yildirim.
(2023)
Developing an agent-based simulation model for predicting technology acceptance at border crossing points.
IEEE (Institute of Electrical and Electronics Engineers)
IEEE (Institute of Electrical and Electronics Engineers)
Academic anthology/Conference proceedings
-
Sanfilippo, Filippo;
Granmo, Ole-Christoffer;
Yayilgan, Sule Yildirim;
Bajwa, Imran Sarwar.
(2022)
Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers.
Springer
Springer
Academic anthology/Conference proceedings
-
Yayilgan, Sule Yildirim;
Bajwa, Imran Sarwar;
Sanfilippo, Filippo.
(2021)
Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP).
Springer
Springer
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)
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
-
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.
Academic chapter/article/Conference paper
-
Nweke, Livinus Obiora;
Yildirim-Yayilgan, Sule.
(2024)
Opportunities and Challenges of Using Artificial Intelligence in Securing Cyber-Physical Systems.
Academic chapter/article/Conference paper
-
Abraham, Doney;
Yildirim-Yayilgan, Sule;
Holik, Filip;
Acevedo, Santiago Sanchez;
Gebremedhin, Alemayehu.
(2023)
Cyber Attack Simulation and Detection in Digital
Substation.
Academic chapter/article/Conference paper
-
Abraham, Doney;
Yayilgan, Sule Yildirim;
Abomhara, Mohamed;
Gebremedhin, Alemayehu;
Dalipi, Fisnik.
(2022)
Security and Privacy issues in IoT based Smart Grids: A case study in a digital substation.
Academic chapter/article/Conference paper
-
Nweke, Livinus Obiora;
Abomhara, Mohamed;
Yayilgan, Sule Yildirim;
Camparin, Debora;
Heurtier, Olivier;
Bunney, Calum.
(2022)
A LINDDUN-Based Privacy Threat Modelling for National Identification Systems.
Academic chapter/article/Conference paper
-
Lee, Yen-Ting;
Pengying, Thitinun;
Yayilgan, Sule Yildirim;
Elezaj, Ogerta.
(2021)
Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow.
Academic chapter/article/Conference paper
-
Abomhara, Mohamed;
Yayilgan, Sule Yildirim;
Shalaginova, Marina;
Székely, Zoltán.
(2020)
Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute.
Academic chapter/article/Conference paper
-
Khodabakhsh, Athar;
Yayilgan, Sule Yildirim;
Houmb, Siv Hilde;
Hurzuk, Nargis;
Foros, Jørn;
Istad, Maren Kristine.
(2020)
Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA.
Academic chapter/article/Conference paper
-
Khodabakhsh, Athar;
Yayilgan, Sule Yildirim;
Abomhara, Mohamed;
Istad, Maren Kristine;
Hurzuk, Nargis.
(2020)
Cyber-risk identification for a digital substation.
Academic chapter/article/Conference paper
-
Mulliqi, Nita;
Yayilgan, Sule Yildirim;
Mohammed, Ahmed Kedir;
Ahmedi, Lule;
Wang, Hao;
Elezaj, Ogerta.
(2020)
The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2018)
A Hybrid Concept Learning Approach to Ontology Enrichment.
Academic chapter/article/Conference paper
-
Mohammed, Ahmed Kedir;
Yildirim, Sule;
Pedersen, Marius;
Hovde, Øistein;
Cheikh, Faouzi Alaya.
(2017)
Sparse coded handcrafted and deep features for
colon capsule video summarization.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yildirim, Sule.
(2017)
Supervised Ontology-Based Document Classification Model.
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.
Academic chapter/article/Conference paper
-
Majtner, Tomas;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2017)
Combining Deep Learning and Hand-Crafted Features for Skin Lesion Classification.
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
-
Majtner, Tomas;
Lidayova, Kristina;
Yildirim, Sule;
Hardeberg, Jon Yngve.
(2016)
Improving skin lesion segmentation in dermoscopic images by thin artefacts removal methods.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Ferati, Mexhid;
Yildirim, Sule.
(2016)
User Interface Evaluation of a Ski Injuries Management System.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yayilgan, Sule Yildirim;
Hjelsvold, Rune.
(2016)
Automatically Enriching Domain Ontologies for Document Classification.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule.
(2016)
Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges.
Academic chapter/article/Conference paper
-
Sharma, Vivek;
Yildirim, Sule;
Gool, Luc Van.
(2016)
Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance.
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.
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.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yildirim, Sule;
Gebremedhin, Alemayehu.
(2015)
A Cloud Computing Framework for Smarter District Heating Systems.
Academic chapter/article/Conference paper
-
Duque, Carlos Andrés Arango;
Khachatryan, Ani;
Yayilgan, Sule.
(2015)
A relevance feedback based image retrieval approach for improved performance.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yildirim, Sule.
(2015)
An Improved Concept Vector Space Model for Ontology Based Classification.
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.
Academic chapter/article/Conference paper
-
Yayilgan, Sule;
Bechina, Aurilla Aurelie Arntzen;
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.
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.
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?.
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.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule.
(2015)
A General Framework for Text Document Classification Using SEMCON and ACVSR.
Academic chapter/article/Conference paper
-
Gueye, Limamou;
Yildirim, Sule;
Cheikh, Faouzi Alaya;
Balasingham, Ilangko.
(2015)
Automatic detection of colonoscopic anomalies using capsule endoscopy.
Academic chapter/article/Conference paper
-
Dalipi, Fisnik;
Yayilgan, Sule;
Gebremedhin, Alemayehu.
(2015)
A machine learning approach to increase energy efficiency in district heating systems.
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.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Yayilgan, Sule;
Imran, Ali Shariq.
(2015)
SEMCON: Semantic and contextual objective metric.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Cheikh, Faouzi Alaya;
Yildirim, Sule.
(2014)
Objective Keyword Selection For Lecture Video Annotation.
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 chapter/article/Conference paper
-
Abdalla, Adnan;
Yildirim, Sule.
(2014)
A Review of Using Online Social Networks for Investigative Activities.
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.
Academic chapter/article/Conference paper
-
Kastrati, Zenun;
Imran, Ali Shariq;
Yayilgan, Sule Yildirim.
(2014)
Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms.
Academic chapter/article/Conference paper
-
Vishi, Kamer;
Yayilgan, Sule Yildirim.
(2013)
Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management.
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.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Cheikh, Faouzi Alaya;
Yayilgan, Sule Yildirim.
(2013)
Semantic Keyword Selection for Automatic Video Annotation.
Academic chapter/article/Conference paper
-
Ochoa, Victor Manuel Torres;
Yayilgan, Sule Yildirim;
Cheikh, Faouzi Alaya.
(2012)
Adult video content detection using Machine Learning Techniques.
Academic chapter/article/Conference paper
-
Imran, Ali Shariq;
Rahadianti, Laksmita;
Cheikh, Faouzi Alaya;
Yayilgan, Sule Yildirim.
(2012)
Semantic Tags for Lecture Videos.
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Hovstø, Asbjørn;
Cheikh, Faouzi Alaya;
Amodei, Anthony;
Iori, Marc;
Zaharia, Sandel.
(2011)
Group Identification at Border Crossing Points.
Academic chapter/article/Conference paper
-
Vold, Tone;
Yildirim, Sule;
Ree-Lindstad, Nina;
Souami, Feryel.
(2010)
Enhanced Learning Outcome Using Participative Role Play Simulation.
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Stene, Sindre Berg.
(2010)
A survey on the need and use of AI in game agensts.
Academic chapter/article/Conference paper
-
Jacobsen, Arild;
Stene, Sindre;
Yildirim, Sule.
(2009)
Possibilities for learning in game artificial intelligence.
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Stene, Sindre Berg.
(2008)
A survey on the need and use of AI in game agents.
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.
Academic chapter/article/Conference paper
-
Yildirim, Sule;
Dam, Gregory;
Houk, James C.
(2007)
The Mind Agents in Netlogo 3.1.
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.
Academic chapter/article/Conference paper
-
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.
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
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
-
Székely, Zoltán;
Yayilgan, Sule Yildirim;
Abomhara, Mohamed.
(2021)
Guidelines on privacy and data protection in forensic research.
Multiforesee Cost Action 16101
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;
Veflingstad, Henning.
(2007)
Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
-
Yildirim, Sule;
Øredsson, Anders.
(2007)
Cognitive video surveillance: an ANN/CBR hybrid approach.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
-
Yildirim, Sule;
Karlsen, Ero Stig.
(2007)
Learning and Evolution in Complex Fitness Landscapes.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Masters thesis
Teaching
Courses
- IMT6171 - Artificial Intelligence and Machine Learning for Information Security Applications
- IIK4110 - Ethical and Compliance Aspects for Cybersecurity Assurance
- IMT4205 - Research Project Planning
- TTM4502 - Specialization Project
- IMT4133 - Data Science for Security and Forensics
- TTM4905 - Master's Thesis
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
-
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
-
Academic lectureYildirim-Yayilgan, Sule. (2023) Artificial Intelligence, Cyber Security and Power Networks: the IEC 61850 Standard. 14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING 30 November-2 December 2023, Online (Bursa, Turkey) , Bursa, Turkey 2023-11-30 - 2023-12-02
-
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 lectureYildirim-Yayilgan, Sule. (2023) AI & CyberSecurity. the 6th International Conference on Information and Computer Technologies 2023-03-24 - 2023-03-26
-
Academic lecture
-
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
-
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
2022
-
LectureYayilgan, Sule Yildirim. (2022) MR PET research group activities and PhD involvement. PhDICTKES workshop - Gjøvik , Gjøvik 2022-09-05 - 2022-09-07
-
Academic lectureYayilgan, Sule Yildirim. (2022) WP3 Plans for Air Quality Monitoring Exploiting Massive Multiple-Input Multiple-Output Antennas (AQMA) project. AQMA Kick off meeting 2022-06-10 - 2022-06-10
-
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
-
LectureYayilgan, Sule Yildirim. (2022) Privacy and data protection in energy infrastructure. Power System Operation and Analysis (PSOA) - NTNU Group Meeting , Gjøvik/Online 2022-09-29 - 2022-09-29
-
LectureYayilgan, Sule Yildirim. (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
-
LectureYayilgan, Sule Yildirim. (2022) NTNU Progress and Status in Cybersecurity. ECODIS Styremøtet , Tørdal 2022-05-25 - 2022-05-25
-
Academic lectureYayilgan, Sule Yildirim. (2022) Knowledge exchange to create shared value. SOCYTI Project Kick-off-Meeting , Sogndal 2022-06-17 - 2022-06-17
-
Academic lectureYayilgan, Sule Yildirim. (2022) Image Processing and Machine Learning at MRPET. 2022 4th Asia Digital Image Processing Conference , Osaka, Japan 2022-12-17 - 2022-12-19
-
Academic lectureYayilgan, Sule Yildirim; Holik, Filip. (2022) Cyber Security Concepts in Power Networks: Digital Substation Case Study from Norway. International Conference on Power, Control and Computing Technologies, ICPC2T , Bombay 2022-03-01 - 2022-03-01
2021
-
LectureYayilgan, Sule Yildirim. (2021) PHDICTKES Co-supervision Experiences. A workshop for defining the regulation for double mentorship in the PhD programme 2021-02-02 - 2021-02-02
-
Academic lectureYayilgan, Sule Yildirim. (2021) Plans for Digital Imaging and Machine Learning in Scientific Imaging of the Dead Sea Scrolls project. Workshop onScientific Imaging of the Dead Sea Scrolls , Gjøvik - Zoom 2021-02-22 - 2021-02-23
-
Academic lectureYayilgan, Sule Yildirim. (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
-
Academic lectureYayilgan, Sule Yildirim. (2021) Robotics and AIoT: Technical and Ethical Challenges. ICRES 2021 - the sixth edition of the International Conference on Robot Ethics and Standards , New York / Online 2021-07-26 - 2021-07-27
-
LectureYayilgan, Sule Yildirim. (2021) Development of Social toolkit. Meeting with Pilot Estonia , Gjøvik - Zoom 2021-02-12 - 2021-02-12
-
Academic lectureYayilgan, Sule Yildirim. (2021) Artificial Intelligence and Machine Learning in Healthcare now and towards IoT. 2nd World Conference on Robotics and Artificial Intelligence , Prague / Online 2021-03-23 - 2021-03-24
-
Academic lectureSanfilippo, Filippo; Bajwa, Imran Sarwar; Granmo, Ole-Christoffer; Yayilgan, Sule Yildirim. (2021) 4th International Conference on Intelligent Technologies and Applications (INTAP'21). 4th International Conference on Intelligent Technologies and Applications (INTAP'21) , Grimstad 2021-10-11 - 2021-10-13
2019
-
LectureYayilgan, Sule Yildirim. (2019) IoT & Its Challenges: Researcher's perspective. 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
-
Academic lectureYayilgan, Sule Yildirim. (2019) “NTNU NISLAB - Imaging research - experience and plans”. The Lying Pen of Scribes - Lanseringsseminar 2019-11-13 - 2019-11-13
-
Academic lectureYayilgan, Sule Yildirim. (2019) Artificial Intelligence and Machine Learning in Healthcare now and towards IoT. International Conference on Intelligent Technologies and Applications INTAP 2019 2019-11-06 - 2019-11-08
2018
-
Academic lectureRocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Cheikh, Faouzi Alaya. (2018) Deep Learning and Radiomics. NLDL2018 2018-01-10 - 2018-01-11
-
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
-
Academic lectureMohammed, Ahmed Kedir; Yayilgan, Sule Yildirim; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-Net: A deep convolutional neural network to polyp detection. British Machine Vision Conference (BMVC 2018) , Newcastle 2018-09-03 - 2018-09-06
2017
-
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
-
Academic lectureMajtner, Tomas; Lidayova, Kristina; Yildirim, Sule; Hardeberg, Jon Yngve. (2016) Improving Skin Lesion Segmentation in Dermoscopic Images by Thin Artefacts Removal Methods. 6th Euuropean Workshop on Visual Information Processing (EUVIP2016) 2016-10-25 - 2016-10-27
-
Academic lectureSharma, Vivek; Yildirim, Sule; Gool, Luc Van. (2016) Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance. ROMAN 2016 , New York 2016-08-26 - 2016-08-31
2015
-
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
-
Academic lectureGueye, Limamou; Yildirim, Sule; Cheikh, Faouzi Alaya; 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
-
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
-
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
2014
-
Academic lectureDittrich, Frank; Woern, Heinz; Sharma, Vivek; Yildirim, Sule. (2014) Pixelwise Object Class Segmentation based on Synthetic Data using an Optimized Training Strategy. International Conference on Networks & Soft Computing (ICNSC 14) , Guntur, Andhra Pradesh 2014-08-19 - 2014-08-20
2013
-
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
-
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
-
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
-
Academic lectureYildirim, Sule. (2012) EHRs, Mobile Technologies and Policies on the Move to Pervasive Care. Workshop: "EHRs, Mobile Technologies and Policies on the Move to Pervasive Care” 2012-08-27 -
2011
-
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
-
Academic lectureYildirim, Sule. (2010) Serious Game Design for Military Training. Games: Design and Research Conference , Høgskulen i Volda 2010-06-03 - 2010-06-04
-
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
-
Lecture
-
Academic lectureYildirim, Sule. (2010) SCAM: Safer Children Internet Access. RFID-RNET Worskshop 2010-05-10 - 2010-05-11
2009
-
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
-
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
-
Academic lectureSouza, Peter de; Yildirim, Sule. (2007) Artificial intelligence and "learning regions" - an outline to research adventure. Regions in focus , Lisabon 2007-05-27 - 2007-05-29
-
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
-
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
2006
-
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
-
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
-
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
-
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
-
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
-
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
-
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
2005
-
PosterYildirim, Sule. (2005) Innate Planning Mechanisms. MNAS'05, Modeling Natural Action Selection Workshop 2005 , Scotland 2005-07-30 - 2005-07-31
2004
-
Academic lectureYildirim, Sule. (2004) From Low level to High Level Reasoning. Proceedings of the Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN 2004) 2004-06-10 - 2004-06-11
2003
-
Academic lectureYildirim, Sule. (2003) A Learning Based and Vision Guided Robotic Agent Replanning Framework. Proceedings of the Twelfth Turkish Symposium on Artificial Intelligence and Neural Networks , Canakkale 2003-07-02 - 2003-07-04
2002
-
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