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 worked more than 25 years in academia teaching (a copy of universitetpedagogikk certificate is in the CV) and doing research and 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 been publishing more than 100 journal and conference papers.

Research Goal and Approach

My overall research goal is to be able to develop intelligent systems or their intelligence components. These intelligent systems provide decision support to humans and they can act ethically, legally and in a privacy preserving way. These systems are built using state of the art approaches in Artificial Intelligence, Machine Learning and Information Security.

Research Areas

More specifically, in all the research areas, my more specific research aim and focus is to investigate and improve the use of data-driven methods in solving the challenges of each of these research areas. I develop and adapt techniques from Artificial Intelligence, Machine Learning & Deep Learning and Cybersecurity to solve the challenges and obtain optimal operation of the solutions. I work in the following application domains:

health,
energy,
information security,
education,
artificial intelligence,
other.

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

2021- Study Program Leader, Master in Information Security, Full-time & Part-time, NTNU

2021- Participant in Cost Action CA16101

2021- Member of Research Group Leaders Group, IIK

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- Expert Evaluator of EU Horizon2020 Programme

2018- Member of the Research Ethics board of NTNU

2016- Member of the SMILE Horizon2020 Project management board

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 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- COST Expert to participate in the evaluations of COST activities

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)\newline

2005-2009 Head of Computer Science Dept. HIHM

2000- Graduate Student advisor for more than 27 + 5 (in progress) MSc, 2 + 2 (periods) + 4 in (progress) PhD, 10s of Postdoc and visiting researchers, NTNU, GUC, HIHM and EGE

Research

Multidisciplinary Research group on Privacy and data protEcTion (MR PET)

Violence-inducing Behaviour Prevention in Social-Cyber Space of Local Communities

In this project our primary objective is to develop advanced methods for monitoring and preventing malicious behaviour on the Internet, through utilizing artificial intelligence or big data technologies in new manners.

The Lying Pen of Scribes: Manuscript Forgeries, Digital Imaging, and Critical Provenance Research

The project is funded by the Research Council of Norway, FRIPRO Toppforsk programme for the period 2019–2024. I am a member of the management board of the project, leading a WP and part of the ethical committee.

METICOS: A Platform for Monitoring and Prediction of Social Impact and Acceptability of Modern Border Control Technology

METICOS is funded by the European Union’s Horizon 2020 Research and Innovation programme under Grant Agreement No 883075 for the period 2020-2023. I am a member of the management board and leading a WP.

PhDICTKES: The development and implementation of a PhD Program in ICT for the Kosovo Education System

The project is funded by European Union KA2 and Industry call under the code 609990-EPP-1-2019-1-SE-EPPKA2-CBHE-JP for the period 2019-2023. I am a member of the key research team from NTNU side.

CINELDI: Center for intelligent electricity

The project is funded by the Research Council of Norway under the FME programme for the period 2016 –2024. I am working as a key researcher of WP2 (Smart Microgrids).

MAAS: Multiparameter Active Antenna Sensor, Research Council of Norway,

The project is funded by the Research Council of Norway for the period 2020-2023. I am a WP leader on machine learning and deep learning.

AQMA: Air Quality Monitoring Exploiting Massive Multiple-Input Multiple-Output Antennas

The project received funding from the Research Council of Norway under the call FRINATEK-Fri prosj.st. mat.,naturv.,tek for the period 2021-2024. I am leading a WP on machine learning and deep learning for air quality monitoring.

Publications

2023

shahbaz, sikandar; Rabbia, Mahum; Adham E., Ragab; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2023) SCDet: A Robust Approach for the Detection of Skin Lesions. Diagnostics (Basel). volum 13 (11).
Academic article
Shaikh, Sarang; Yildirim Yayilgan, Sule. (2023) Developing an agent-based simulation model for predicting technology acceptance at border crossing points. IEEE conference proceedings. 2023.
Academic anthology/Conference proceedings

2022

Abraham, Doney; Yildirim Yayilgan, Sule; Abomhara, Mohamed; Gebremedhin, Alemayehu; Dalipi, Fisnik. (2022) Security and Privacy issues in IoT based Smart Grids: A case study in a digital substation. Holistic Approach for Decision Making Towards Designing Smart Cities.
Academic chapter/article/Conference paper
Holik, Filip; Abraham, Doney; Yildirim Yayilgan, Sule. (2022) Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations. Communications in Computer and Information Science. volum 1616.
Academic article
Holik, Filip; Flå, Lars; JAATUN, Martin Gilje; Yildirim Yayilgan, Sule; Foros, Jørn. (2022) Threat Modeling of a Smart Grid Secondary Substation. Electronics. volum 11 (6).
Academic article
Lumban Tobing, Tabita; Yildirim Yayilgan, Sule; George, Sony; Elgvin, Torleif. (2022) Isolated Handwritten Character Recognition of Ancient Hebrew Manuscripts. Archiving Conference. volum 19 (1).
Academic article
Nweke, Livinus Obiora; Abomhara, Mohamed; Yildirim Yayilgan, Sule; Camparin, Debora; Heurtier, Olivier; Bunney, Calum. (2022) A LINDDUN-Based Privacy Threat Modelling for National Identification Systems. IEEE Nigeria 4th International Conference on Disruptive Technologies for Sustainable Development (NIGERCON 2022), Abuja, Nigeria.
Academic chapter/article/Conference paper
Pourafzal, Alireza; Roi-Taravella, Thomas; Cheffena, Michael; Yildirim Yayilgan, Sule. (2022) A Low-cost and Accurate Microwave Sensor System for Permittivity Characterization. IEEE Sensors Journal. volum 23 (2).
Academic article
Sanfilippo, Filippo; Granmo, Ole-Christoffer; Yildirim Yayilgan, Sule; Bajwa, Imran Sarwar. (2022) Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. Springer. 2022. ISBN 978-3-031-10524-1. Communications in Computer and Information Science (1616).
Academic anthology/Conference proceedings
Shaikh, Sarang; Yildirim Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2022) A survey of artificial intelligence techniques for user perceptions’ extraction from social media data. Lecture Notes in Networks and Systems.
Academic literature review
Shaikh, Sarang; Yildirim Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2022) Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach. Proceedings of the Northern Lights Deep Learning Workshop. volum 3.
Academic article
Yildirim Yayilgan, Sule; Holik, Filip; Abomhara, Mohamed; Abraham, Doney; Gebremedhin, Alemayehu. (2022) An Approach for Analyzing Cyber Security Threats and Attacks: A Case Study of Digital Substations in Norway. Electronics. volum 11 (23).
Academic article

2021

Abomhara, Mohamed; Yildirim Yayilgan, Sule; Nweke, Livinus Obiora; Székely, Zoltán. (2021) A comparison of primary stakeholders views on the deployment of biometrics technology in border management: Case study of smart mobility at the European land borders. Technology in society. volum 64.
Academic article
Abomhara, Mohamed Ali Saleh; Yildirim Yayilgan, Sule. (2021) An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE. Communications in Computer and Information Science.
Academic article
Catak, Ferhat Özgur; Yildirim Yayilgan, Sule. (2021) Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks. Communications in Computer and Information Science. volum 1382.
Academic article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Kalemi, Edlira. (2021) Criminal Network Community Detection in Social Media Forensics. Communications in Computer and Information Science. volum 1382.
Academic article
Lee, Yen-Ting; Pengying, Thitinun; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2021) Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow. Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP).
Academic chapter/article/Conference paper
Mohammadi Golrang, Anahita; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2021) The multi-objective feature selection in Android malware detection system. Communications in Computer and Information Science. volum 1382.
Academic article
Székely, Zoltán; Yildirim Yayilgan, Sule; Abomhara, Mohamed. (2021) Guidelines on privacy and data protection in forensic research. 2021.
Report
Khodabakhsh, Athar; Yildirim Yayilgan, Sule. (2021) Data Privacy in IoT Equipped Future Smart Homes. Communications in Computer and Information Science. volum 1382.
Academic article
Yildirim Yayilgan, Sule; Arifaj, Blend; Rahimpour, Masoomeh; Hardeberg, Jon Yngve; Ahmedi, Lule. (2021) Pre-trained CNN based deep features with hand-crafted features and patient data for skin lesion classification. Communications in Computer and Information Science.
Academic article
Yildirim Yayilgan, Sule; Bajwa, Imran Sarwar; Sanfilippo, Filippo. (2021) Preface. Communications in Computer and Information Science. volum 1382.
Editorial
Yildirim Yayilgan, Sule; Bajwa, Imran Sarwar; Sanfilippo, Filippo. (2021) Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP). Springer. 2021. ISBN 978-3-030-71711-7. Communications in Computer and Information Science (1).
Academic anthology/Conference proceedings
Yildirim Yayilgan, Sule; Shaikh, Sarang. (2021) The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies. University of Jyväskylä.
Academic article

2020

Ahmed, Javed; Yildirim Yayilgan, Sule; Nowostawski, Mariusz; Abomhara, Mohamed Ali Saleh; Ramachandra, Raghavendra; Elezaj, Ogerta. (2020) Towards Blockchain-based GDPR-compliant Online Social Networks: Challenges, Opportunities and Way Forward. Advances in Intelligent Systems and Computing. volum 1129.
Academic article
Catak, Ferhat Özgur; Aydin, Ismail; Elezaj, Ogerta; Yildirim Yayilgan, Sule. (2020) Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm. Electronics. volum 9 (2).
Academic article
Abomhara, Mohamed; Yildirim Yayilgan, Sule; Shalaginova, Marina; Székely, Zoltán. (2020) Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute. Privacy and Identity Management. Data for Better Living: AI and Privacy.
Academic chapter/article/Conference paper
Ahmed, Javed; Yildirim Yayilgan, Sule; Nowostaki, Mariusz; Ramachandra, Raghavendra; Elezaj, Ogerta; Abomohara, Mohamad. (2020) GDPR compliant consent driven data protection in online social networks: A blockchain-based approach. 2020 3rd International Conference on Information and Computer Technologies (ICICT).
Academic article
Catak, Ferhat Özgur; Yildirim Yayilgan, Sule; Abomhara, Mohamed. (2020) A Privacy-Preserving Fully Homomorphic Encryption and Parallel Computation Based Biometric Data Matching. preprints.org > mathematics & computer science > information technology & data management.
Popular scientific article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Ahmed, Javed; Kalemi, Edlira; Blichfeldt, Brumle Roger Andre; Haubold, Claudia. (2020) Crime Intelligence from Social Media Using CISMO. Advances in Intelligent Systems and Computing. volum 1183.
Academic article
Golrang, Anahita; Golrang, Alale Mohammadi; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2020) A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest. Electronics. volum 9 (4).
Academic article
Khodabakhsh, Athar; Yildirim Yayilgan, Sule; Abomhara, Mohamed; Istad, Maren Kristine; Hurzuk, Nargis. (2020) Cyber-risk identification for a digital substation. ARES '20: Proceedings of the 15th International Conference on Availability, Reliability and Security.
Academic chapter/article/Conference paper
Khodabakhsh, Athar; Yildirim Yayilgan, Sule; Houmb, Siv Hilde; Hurzuk, Nargis; Foros, Jørn; Istad, Maren Kristine. (2020) Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA. 2020 9th Mediterranean Conference on Embedded Computing (MECO).
Academic chapter/article/Conference paper
Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yildirim Yayilgan, Sule; Hovde, Øistein. (2020) PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Computer Vision and Image Understanding. volum 201:103062.
Academic article
Mulliqi, Nita; Yildirim Yayilgan, Sule; Mohammed, Ahmed Kedir; Ahmedi, Lule; Wang, Hao; Elezaj, Ogerta; Hovde, Øistein. (2020) The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection. Proceedings of IEEE international conference on image processing.
Academic chapter/article/Conference paper

2019

Abomhara, Mohamed Ali Saleh; Yildirim Yayilgan, Sule; Nymoen, Anne Hilde Ruen; Shalaginova, Marina; Székely, Zoltán; Elezaj, Ogerta. (2019) How to do it right: A framework for biometrics supported border control. Communications in Computer and Information Science. volum 1111.
Academic article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Kalemi, Edlira; Wendelberg, Linda; Abomhara, Mohamed Ali Saleh; Ahmed, Javed. (2019) Towards Designing a Knowledge Graph-Based Framework for Investigating and Preventing Crime on Online Social Networks. Communications in Computer and Information Science. volum 1111.
Academic article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Abomhara, Mohamed Ali Saleh; Yeng, Prosper; Ahmed, Javed. (2019) Data-driven Intrusion Detection System for Small and Medium Enterprises. IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD. volum 2019-September.
Academic article
Kastrati, Zenun; Imran, Ali Shariq; Yildirim Yayilgan, Sule. (2019) The impact of deep learning on document classification using semantically rich representations. Information Processing & Management. volum 56 (5).
Academic article
Melit Devassy, Binu; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve. (2019) The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features. Advances in Intelligent Systems and Computing. volum 868.
Academic article
Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2019) StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging. volum 1095:109510P1.
Academic article

2018

Bolkar, Sabri; Wang, Congcong; Alaya Cheikh, Faouzi; Yildirim Yayilgan, Sule. (2018) Deep Smoke Removal from Minimally Invasive Surgery Videos. Proceedings of IEEE International Conference on Image Processing.
Academic article
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). volum 10884 LNCS.
Academic article
Companioni-Brito, Claudia; Mariano, Zygred; Elawady, Mohamed; Yildirim Yayilgan, Sule. (2018) Mobile-Based Painting Photo Retrieval using Combined Features. Lecture Notes in Computer Science (LNCS). volum 10882.
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. volum 735.
Academic article
Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2018) A Hybrid Concept Learning Approach to Ontology Enrichment. Innovations, Developments, and Applications of Semantic Web and Information Systems.
Academic chapter/article/Conference paper
Kedir, Ahmed; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-net: A deep convolutional neural network for polyp detection. https://arxiv.org/abs/1806.01907.
Popular scientific article
Lam, Yat Hong; Yildirim, Sule. (2018) Saliency-based Image Object Indexing and Retrieval. Lecture Notes in Computer Science (LNCS). volum 10882 LNCS.
Academic article
Majtner, Tomas; Bajić, Buda; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve; Lindblad, Joakim; Sladoje, Nataša. (2018) Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification. https://arxiv.org/abs/1808.05071.
Popular scientific article
Majtner, Tomas; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve. (2018) Optimised Deep Learning Features for Improved Melanoma Detection. Multimedia Tools and Applications. volum 78 (9).
Academic article
Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging. volum 4 (6).
Academic article
Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein. (2018) Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing. volum 2018:30.
Academic article
Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC).
Academic article
Reyes, Evelyn Lissete Paiz; de Lima, Nadile Nunes; Yildirim, Sule. (2018) GIF Image Retrieval in Cloud Computing Environment. Lecture Notes in Computer Science (LNCS). volum 10882 LNCS.
Academic article
Skrabánek, Pavel; Yildirim Yayilgan, Sule. (2018) WECIA graph: Visualization of classification performance dependency on grayscale conversion setting. The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL. volum 24 (2).
Academic article
Sylejmani, Kadri; Hyseni, Qëndresë; Yildirim Yayilgan, Sule; Qurdina, Agon; Mula, Leke; Krasniqi, Bujar. (2018) Distribution of fiscal coupons via Genetic Algorithms and Greedy Randomized Adaptive Search Procedure. International Journal of Computer Information Systems and Industrial Management Applications. volum 10.
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

2017

Elezaj, Ogerta; Yildirim, Sule; Kalemi, Edlira. (2017) Data-Driven Machine-Learning Approach for predicting missing values in large data sets: A comparison Study. Machine Learning, Optimization, and Big Data Third International Conference, MOD 2017, Volterra, Italy, September 14–17, 2017, Revised Selected Papers.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule. (2017) User interface evaluation of a ski injuries management system. Advances in Intelligent Systems and Computing. volum 496.
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. volum 12 (2-3).
Academic article
Kastrati, Zenun; Yildirim, Sule. (2017) Improving document classification effectiveness using knowledge exploited by ontologies. Lecture Notes in Computer Science (LNCS). volum 10260 LNCS.
Academic article
Kastrati, Zenun; Yildirim, Sule. (2017) Supervised Ontology-Based Document Classification Model. Proceeding: ICCDA '17 Proceedings of the International Conference on Compute and Data Analysis.
Academic chapter/article/Conference paper
Majtner, Tomas; Yildirim, Sule; Hardeberg, Jon Yngve. (2017) Combining Deep Learning and Hand-Crafted Features for Skin Lesion Classification. 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA).
Academic chapter/article/Conference paper
Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems. volum 2017-June.
Academic article
Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
Academic chapter/article/Conference paper
Muka, Romina; Yildirim Yayilgan, Sule; Sevrani, Kozeta. (2017) Security Analysis of Wireless BAN in e-Health. International Journal of Business and Technology. volum 5 (2).
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. volum 58 (2).
Academic article
Yildirim, Sule. (2017) Energizing: A simplification of 3D modeling (BIM) at gaming digital energy efficient operation, maintenance and rehabilitation of water-based heating. 2017.
Report

2016

Apostolova Trpkovska, Marika; Yildirim Yayilgan, Sule; Besimi, Adrian. (2016) An integrated children disease prediction tool within a special social network. Studies in Health Technology and Informatics. volum 221.
Academic article
Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule. (2016) User Interface Evaluation of a Ski Injuries Management System. Advances in Human Factors in Sports and Outdoor Recreation; Proceedings of the AHFE 2016 International Conference on Human Factors in Sports and Outdoor Recreation, July 27-31, 2016, Walt Disney World®, Florida, USA.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Yildirim, Sule. (2016) Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges. 2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW).
Academic chapter/article/Conference paper
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. volum 2016.
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). volum 9753.
Academic article
Kalemi, Edlira; Yildirim, Sule. (2016) Ontologies for Social Media Digital Evidence. World Academy of Science, Engineering and Technology. volum 10 (6).
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. 7th INTERNATIONAL CONFERENCE “Information Systems and Technology Innovations:the New Paradigm for a Smarter Economy” Proceedings Book.
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). volum 12 (2).
Academic article
Kastrati, Zenun; Yildirim Yayilgan, Sule; Hjelsvold, Rune. (2016) Automatically Enriching Domain Ontologies for Document Classification. Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, WIMS 2016.
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. 2016 6th European Workshop on Visual Information Processing (EUVIP).
Academic chapter/article/Conference paper
Majtner, Tomas; Yildirim, Sule; Hardeberg, Jon Yngve. (2016) Efficient Melanoma Detection Using Texture-Based RSurf Features. Lecture Notes in Computer Science (LNCS). volum 9730.
Academic article
Muka, Romina; Yildirim, Sule; Sevrani, Kozeta. (2016) Legal and ethical considerations for transmission and storage of shared e-health data: A review. 7th INTERNATIONAL CONFERENCE “Information Systems and Technology Innovations:the New Paradigm for a Smarter Economy” Proceedings Book.
Academic chapter/article/Conference paper
Sharma, Vivek; Yildirim, Sule; Van Gool, Luc. (2016) Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance. 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN).
Academic chapter/article/Conference paper
Skrabánek, Pavel; Vodicka, Pavel; Yildirim-Yayilgan, Sule. (2016) Control System of a Semi-Autonomous Mobile Robot. IFAC-PapersOnLine. volum 49 (25).
Academic article
Yildirim, Sule. (2016) Kan du klare å spare mer strøm enn naboen?. Oppland arbeiderblad.
Feature 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). volum 10 (4).
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. 2015 5th National Symposium on Information Technology: Towards New Smart World (NSITNSW); Riyadh, Saudi Arabia, 17-19 February, 2015.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Yayilgan, Sule; Gebremedhin, Alemayehu. (2015) A machine learning approach to increase energy efficiency in district heating systems. Environmental Engineering and Computer Application: Proceedings of the 2014 International Conference on Environmental Engineering and Computer Application (ICEECA 2014), Hong Kong, 25–26 December 2014.
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. Learning and Collaboration Technologies.
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. 6th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2015; July 13-15, 2015 Denton, USA.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Yildirim, Sule; Gebremedhin, Alemayehu. (2015) A Cloud Computing Framework for Smarter District Heating Systems. Proceedings of The 2015 Smart World Congress.
Academic chapter/article/Conference paper
Du, Yang; Yayilgan, Sule. (2015) A Novel Cache and SSD-based Index Structure for Health Record Indexing. Digital Healthcare Empowering Europeans, Proceedings of MIE2015.
Other
Duque, Carlos Andrés Arango; Khachatryan, Ani; Yayilgan, Sule. (2015) A relevance feedback based image retrieval approach for improved performance. 2015 Colour and Visual Computing Symposium (CVCS).
Academic chapter/article/Conference paper
Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. IEEE International Conference on Image Processing (ICIP), Proceedings, 27-30 September 2015,Quebec city, Canada.
Academic chapter/article/Conference paper
Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule. (2015) A General Framework for Text Document Classification Using SEMCON and ACVSR. Human Interface and the Management of Information. Information and Knowledge Design 17th International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part I.
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. Social Computing and Social Media 7th International Conference, SCSM 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings.
Academic chapter/article/Conference paper
Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2015) An Improved Concept Vector Space Model for Ontology Based Classification. SITIS 2015 - The 11th International Conference on Signal Image Technology & Internet System.
Academic chapter/article/Conference paper
Kastrati, Zenun; Yayilgan, Sule; Imran, Ali Shariq. (2015) SEMCON: Semantic and contextual objective metric. Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing.
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. Natural Language Processing and Information Systems; 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015, Passau, Germany, June 17-19, 2015, Proceedings.
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?. HCI International 2015 - Posters’ Extended Abstracts International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings, Part I.
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. volum 43.
Academic article
Yayilgan, Sule; Arntzen Bechina, Aurilla Aurelie; Stavseng, Gry Helene; Ljubicic, Milena; Solvang, Bjørn; Meadow, Richard; Dalipi, Fisnik. (2015) Knowledge, Technology and Innovation (KTI): Opportunities, Issues and Challenges of KTI transfer between Norway and the Balkans countries. ITHET 2015, 14th International Conference on Information Technology Based Higher Education and Training; 11-13 June, 2015, Lisbon, Portugal.
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. Proceedings of 2015 International Conference on Interactive Mobile Communication Technologies and Learning(IMCL); 19-20 November 2015, Thessaloniki, Greece.
Academic chapter/article/Conference paper

2014

Abdalla, Adnan; Yildirim, Sule. (2014) A Review of Using Online Social Networks for Investigative Activities. Social Computing and Social Media 6th International Conference, SCSM 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings.
Academic chapter/article/Conference paper
Dittrich, Frank; Woern, Heinz; Sharma, Vivek; Yildirim, Sule. (2014) Pixelwise Object Class Segmentation based on Synthetic Data using an Optimized Training Strategy. First International Conference on Networks & Soft Computing (ICNSC2014), Proceedings; 19-20 Aug. 2014; Guntur, Andhra Pradesh, India.
Academic chapter/article/Conference paper
Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
Jeppesen, J.C.; Yildirim, Sule. (2014) Systematic Ski Injury Registration using a Digital Platform. e-Health – For Continuity of Care.
Other
Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule Yildirim. (2014) Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. HCI International 2014 - Posters' Extended Abstracts. International Conference, HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, Part II.
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. ECKM 2014 - The Proceedings of the 15th European Conference on Knowledge Management.
Academic chapter/article/Conference paper

2013

Vishi, Kamer; Yayilgan, Sule Yildirim. (2013) Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management. 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2013, Proceedings; 16-18 October 2013, Beijing, China.
Academic chapter/article/Conference paper
Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan.
Academic chapter/article/Conference paper
Vishi, Kamer; Yildirim, Sule. (2013) Multimodal Biometric Authentication Using Fingerprint and Iris Recognition in Identity Management. 2013. ISBN 978-0-7695-5120-3.
Academic anthology/Conference proceedings
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. 12th International Conference on Information Technology Based Higher Education and Training (ITHET); 10-12 October 2013; Antalya, TURKEY.
Academic chapter/article/Conference paper

2012

Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2012) Semantic Tags for Lecture Videos. The Sixth IEEE International Conference on Semantic Computing, ICSC 2012; September 19th-21st, 2012, Palermo, Italy.
Academic chapter/article/Conference paper
Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
Yayilgan, Sule Yildirim; Blobel, Bernd; Petersen, Françoise; Hovstø, Asbjørn; Pharow, Peter; Waaler, Dag; Hijazi, Younis. (2012) An Architectural Approach to Building Ambient Intelligent Travel Companions. International Journal of E-Health and Medical Communications (IJEHMC). volum 3 (3).
Academic article

2011

Yildirim, Sule; Hovstø, Asbjørn; Alaya Cheikh, Faouzi; Amodei, Anthony; Iori, Marc; Zaharia, Sandel; Ioannidis, Dimos; Thorvaldsen, Øystein Espelid. (2011) Group Identification at Border Crossing Points. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
Academic chapter/article/Conference paper

2010

Vold, Tone; Yildirim, Sule; Ree-Lindstad, Nina; Souami, Feryel. (2010) Enhanced Learning Outcome Using Participative Role Play Simulation. ITHET '10. 9th International Conference on Information Technology Based Higher Education and Training, 2010.
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. 2010. ISBN 978-82-519-2704-8.
Academic anthology/Conference proceedings
Yildirim, Sule; Stene, Sindre Berg. (2010) A survey on the need and use of AI in game agensts. Modeling, simulation, and optimization : focus on applications.
Academic chapter/article/Conference paper

2009

Jacobsen, Arild; Stene, Sindre; Yildirim, Sule. (2009) Possibilities for learning in game artificial intelligence. Proceedings of the First Norwegian Artificial Intelligence Symposium.
Academic chapter/article/Conference paper

2008

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. volum 14 (2).
Academic article
Yildirim, Sule; Stene, Sindre Berg. (2008) A survey on the need and use of AI in game agents. Proceedings of the 2008 Spring Simulation MultiConference (SpringSim'08).
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. SPACE TECHNOLOGY AND APPLICATIONS INTERNATIONAL FORUM-STAIF 2008:.
Academic chapter/article/Conference paper

2007

Yildirim, Sule; Beachell, Ronald; Veflingstad, Henning. (2007) Novel Rock Detection Intelligence for Space Exploration Based on Non-Symbolic Algorithms and Concepts. Space Technology and applications international forum STAIF.11th Conference on Thermothysiscs Applications in Microgravity. Albuquerque, New Mexico 11-15- Febrauary 2007.
Academic chapter/article/Conference paper
Yildirim, Sule; Dam, Gregory; Houk, James C. (2007) The Mind Agents in Netlogo 3.1. Proceedings of the 2007 Spring Simulation multiconference (SpringSim*07). Agent-Directed simulation symposium. DEVS integrative M& S Symposium . High performance computing symposium.
Academic chapter/article/Conference paper
Yildirim, Sule; Karlsen, Ero Stig. (2007) Learning and Evolution in Complex Fitness Landscapes. Tapir Akademisk Forlag. 2007.
Master thesis
Yildirim, Sule; Veflingstad, Henning. (2007) Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism. Tapir Akademisk Forlag. 2007.
Master thesis
Yildirim, Sule; Øredsson, Anders. (2007) Cognitive video surveillance: an ANN/CBR hybrid approach. Tapir Akademisk Forlag. 2007.
Thesis at a second degree level

2006

Yildirim, Sule; Beachell, Ronald. (2006) A Proposal for Algorithms in the Human Brain. CogSci 2006 The 28th Annual Conference of the Cognitive Science Society.
Other
Yildirim, Sule; Beachell, Ronald. (2006) Does the Human Brain Have Algorithms?. ICAI'06: Proceedings PROCEEDINGS OF THE 2006 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE Editor Hamid R. Arabnia 1-932415-97-1 (1-932415-98-X).
Other

2005

Yildirim, Sule. (2005) Innate planning mechanisms. Modelling natural action selection; proceedings of an international workshop / Joanna J. Bryson , Tony J. Prescott and Anil K. Seth (editors).
Academic chapter/article/Conference paper

2004

Yildirim, Sule. (2004) A Learning Based and Vision Guided Robotic Agent Replanning Framework and a Case Study. Proceedings of the 2004 International Conference on Artificial Intelligence (IC-AI 2004).
Academic chapter/article/Conference paper

2003

Yildirim, Sule. (2003) A LEARNING BASED AND VISION GUIDED ROBOTIC AGENT REPLANNING FRAMEWORK. International Journal of Computational Intelligence. volum 1 (1).
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. ISCIS XIV: Proceedings of the Fourteenth International Symposium on Computer and Information Sciences.
Academic chapter/article/Conference paper

Journal publications

shahbaz, sikandar; Rabbia, Mahum; Adham E., Ragab; Yildirim-Yayilgan, Sule; Shaikh, Sarang. (2023) SCDet: A Robust Approach for the Detection of Skin Lesions. Diagnostics (Basel). volum 13 (11).
Academic article
Holik, Filip; Abraham, Doney; Yildirim Yayilgan, Sule. (2022) Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations. Communications in Computer and Information Science. volum 1616.
Academic article
Holik, Filip; Flå, Lars; JAATUN, Martin Gilje; Yildirim Yayilgan, Sule; Foros, Jørn. (2022) Threat Modeling of a Smart Grid Secondary Substation. Electronics. volum 11 (6).
Academic article
Lumban Tobing, Tabita; Yildirim Yayilgan, Sule; George, Sony; Elgvin, Torleif. (2022) Isolated Handwritten Character Recognition of Ancient Hebrew Manuscripts. Archiving Conference. volum 19 (1).
Academic article
Pourafzal, Alireza; Roi-Taravella, Thomas; Cheffena, Michael; Yildirim Yayilgan, Sule. (2022) A Low-cost and Accurate Microwave Sensor System for Permittivity Characterization. IEEE Sensors Journal. volum 23 (2).
Academic article
Shaikh, Sarang; Yildirim Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2022) A survey of artificial intelligence techniques for user perceptions’ extraction from social media data. Lecture Notes in Networks and Systems.
Academic literature review
Shaikh, Sarang; Yildirim Yayilgan, Sule; Zoto, Erjon; Abomhara, Mohamed. (2022) Towards Understanding of User Perceptions for Smart Border Control Technologies using a Fine-Tuned Transformer Approach. Proceedings of the Northern Lights Deep Learning Workshop. volum 3.
Academic article
Yildirim Yayilgan, Sule; Holik, Filip; Abomhara, Mohamed; Abraham, Doney; Gebremedhin, Alemayehu. (2022) An Approach for Analyzing Cyber Security Threats and Attacks: A Case Study of Digital Substations in Norway. Electronics. volum 11 (23).
Academic article
Abomhara, Mohamed; Yildirim Yayilgan, Sule; Nweke, Livinus Obiora; Székely, Zoltán. (2021) A comparison of primary stakeholders views on the deployment of biometrics technology in border management: Case study of smart mobility at the European land borders. Technology in society. volum 64.
Academic article
Abomhara, Mohamed Ali Saleh; Yildirim Yayilgan, Sule. (2021) An Example of Privacy and Data Protection Best Practices for Biometrics Data Processing in Border Control: Lesson Learned from SMILE. Communications in Computer and Information Science.
Academic article
Catak, Ferhat Özgur; Yildirim Yayilgan, Sule. (2021) Deep Neural Network based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks. Communications in Computer and Information Science. volum 1382.
Academic article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Kalemi, Edlira. (2021) Criminal Network Community Detection in Social Media Forensics. Communications in Computer and Information Science. volum 1382.
Academic article
Mohammadi Golrang, Anahita; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2021) The multi-objective feature selection in Android malware detection system. Communications in Computer and Information Science. volum 1382.
Academic article
Khodabakhsh, Athar; Yildirim Yayilgan, Sule. (2021) Data Privacy in IoT Equipped Future Smart Homes. Communications in Computer and Information Science. volum 1382.
Academic article
Yildirim Yayilgan, Sule; Arifaj, Blend; Rahimpour, Masoomeh; Hardeberg, Jon Yngve; Ahmedi, Lule. (2021) Pre-trained CNN based deep features with hand-crafted features and patient data for skin lesion classification. Communications in Computer and Information Science.
Academic article
Yildirim Yayilgan, Sule; Bajwa, Imran Sarwar; Sanfilippo, Filippo. (2021) Preface. Communications in Computer and Information Science. volum 1382.
Editorial
Yildirim Yayilgan, Sule; Shaikh, Sarang. (2021) The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies. University of Jyväskylä.
Academic article
Ahmed, Javed; Yildirim Yayilgan, Sule; Nowostawski, Mariusz; Abomhara, Mohamed Ali Saleh; Ramachandra, Raghavendra; Elezaj, Ogerta. (2020) Towards Blockchain-based GDPR-compliant Online Social Networks: Challenges, Opportunities and Way Forward. Advances in Intelligent Systems and Computing. volum 1129.
Academic article
Catak, Ferhat Özgur; Aydin, Ismail; Elezaj, Ogerta; Yildirim Yayilgan, Sule. (2020) Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm. Electronics. volum 9 (2).
Academic article
Ahmed, Javed; Yildirim Yayilgan, Sule; Nowostaki, Mariusz; Ramachandra, Raghavendra; Elezaj, Ogerta; Abomohara, Mohamad. (2020) GDPR compliant consent driven data protection in online social networks: A blockchain-based approach. 2020 3rd International Conference on Information and Computer Technologies (ICICT).
Academic article
Catak, Ferhat Özgur; Yildirim Yayilgan, Sule; Abomhara, Mohamed. (2020) A Privacy-Preserving Fully Homomorphic Encryption and Parallel Computation Based Biometric Data Matching. preprints.org > mathematics & computer science > information technology & data management.
Popular scientific article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Ahmed, Javed; Kalemi, Edlira; Blichfeldt, Brumle Roger Andre; Haubold, Claudia. (2020) Crime Intelligence from Social Media Using CISMO. Advances in Intelligent Systems and Computing. volum 1183.
Academic article
Golrang, Anahita; Golrang, Alale Mohammadi; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2020) A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest. Electronics. volum 9 (4).
Academic article
Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yildirim Yayilgan, Sule; Hovde, Øistein. (2020) PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Computer Vision and Image Understanding. volum 201:103062.
Academic article
Abomhara, Mohamed Ali Saleh; Yildirim Yayilgan, Sule; Nymoen, Anne Hilde Ruen; Shalaginova, Marina; Székely, Zoltán; Elezaj, Ogerta. (2019) How to do it right: A framework for biometrics supported border control. Communications in Computer and Information Science. volum 1111.
Academic article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Kalemi, Edlira; Wendelberg, Linda; Abomhara, Mohamed Ali Saleh; Ahmed, Javed. (2019) Towards Designing a Knowledge Graph-Based Framework for Investigating and Preventing Crime on Online Social Networks. Communications in Computer and Information Science. volum 1111.
Academic article
Elezaj, Ogerta; Yildirim Yayilgan, Sule; Abomhara, Mohamed Ali Saleh; Yeng, Prosper; Ahmed, Javed. (2019) Data-driven Intrusion Detection System for Small and Medium Enterprises. IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD. volum 2019-September.
Academic article
Kastrati, Zenun; Imran, Ali Shariq; Yildirim Yayilgan, Sule. (2019) The impact of deep learning on document classification using semantically rich representations. Information Processing & Management. volum 56 (5).
Academic article
Melit Devassy, Binu; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve. (2019) The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification using Both Hand-Crafted and Deep Features. Advances in Intelligent Systems and Computing. volum 868.
Academic article
Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2019) StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging. volum 1095:109510P1.
Academic article
Bolkar, Sabri; Wang, Congcong; Alaya Cheikh, Faouzi; Yildirim Yayilgan, Sule. (2018) Deep Smoke Removal from Minimally Invasive Surgery Videos. Proceedings of IEEE International Conference on Image Processing.
Academic article
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). volum 10884 LNCS.
Academic article
Companioni-Brito, Claudia; Mariano, Zygred; Elawady, Mohamed; Yildirim Yayilgan, Sule. (2018) Mobile-Based Painting Photo Retrieval using Combined Features. Lecture Notes in Computer Science (LNCS). volum 10882.
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. volum 735.
Academic article
Kedir, Ahmed; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-net: A deep convolutional neural network for polyp detection. https://arxiv.org/abs/1806.01907.
Popular scientific article
Lam, Yat Hong; Yildirim, Sule. (2018) Saliency-based Image Object Indexing and Retrieval. Lecture Notes in Computer Science (LNCS). volum 10882 LNCS.
Academic article
Majtner, Tomas; Bajić, Buda; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve; Lindblad, Joakim; Sladoje, Nataša. (2018) Ensemble of Convolutional Neural Networks for Dermoscopic Images Classification. https://arxiv.org/abs/1808.05071.
Popular scientific article
Majtner, Tomas; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve. (2018) Optimised Deep Learning Features for Improved Melanoma Detection. Multimedia Tools and Applications. volum 78 (9).
Academic article
Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging. volum 4 (6).
Academic article
Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein. (2018) Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing. volum 2018:30.
Academic article
Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC).
Academic article
Reyes, Evelyn Lissete Paiz; de Lima, Nadile Nunes; Yildirim, Sule. (2018) GIF Image Retrieval in Cloud Computing Environment. Lecture Notes in Computer Science (LNCS). volum 10882 LNCS.
Academic article
Skrabánek, Pavel; Yildirim Yayilgan, Sule. (2018) WECIA graph: Visualization of classification performance dependency on grayscale conversion setting. The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL. volum 24 (2).
Academic article
Sylejmani, Kadri; Hyseni, Qëndresë; Yildirim Yayilgan, Sule; Qurdina, Agon; Mula, Leke; Krasniqi, Bujar. (2018) Distribution of fiscal coupons via Genetic Algorithms and Greedy Randomized Adaptive Search Procedure. International Journal of Computer Information Systems and Industrial Management Applications. volum 10.
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
Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule. (2017) User interface evaluation of a ski injuries management system. Advances in Intelligent Systems and Computing. volum 496.
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. volum 12 (2-3).
Academic article
Kastrati, Zenun; Yildirim, Sule. (2017) Improving document classification effectiveness using knowledge exploited by ontologies. Lecture Notes in Computer Science (LNCS). volum 10260 LNCS.
Academic article
Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems. volum 2017-June.
Academic article
Muka, Romina; Yildirim Yayilgan, Sule; Sevrani, Kozeta. (2017) Security Analysis of Wireless BAN in e-Health. International Journal of Business and Technology. volum 5 (2).
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. volum 58 (2).
Academic article
Apostolova Trpkovska, Marika; Yildirim Yayilgan, Sule; Besimi, Adrian. (2016) An integrated children disease prediction tool within a special social network. Studies in Health Technology and Informatics. volum 221.
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. volum 2016.
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). volum 9753.
Academic article
Kalemi, Edlira; Yildirim, Sule. (2016) Ontologies for Social Media Digital Evidence. World Academy of Science, Engineering and Technology. volum 10 (6).
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). volum 12 (2).
Academic article
Majtner, Tomas; Yildirim, Sule; Hardeberg, Jon Yngve. (2016) Efficient Melanoma Detection Using Texture-Based RSurf Features. Lecture Notes in Computer Science (LNCS). volum 9730.
Academic article
Skrabánek, Pavel; Vodicka, Pavel; Yildirim-Yayilgan, Sule. (2016) Control System of a Semi-Autonomous Mobile Robot. IFAC-PapersOnLine. volum 49 (25).
Academic article
Yildirim, Sule. (2016) Kan du klare å spare mer strøm enn naboen?. Oppland arbeiderblad.
Feature 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). volum 10 (4).
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. volum 43.
Academic article
Yayilgan, Sule Yildirim; Blobel, Bernd; Petersen, Françoise; Hovstø, Asbjørn; Pharow, Peter; Waaler, Dag; Hijazi, Younis. (2012) An Architectural Approach to Building Ambient Intelligent Travel Companions. International Journal of E-Health and Medical Communications (IJEHMC). volum 3 (3).
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. volum 14 (2).
Academic article
Yildirim, Sule. (2003) A LEARNING BASED AND VISION GUIDED ROBOTIC AGENT REPLANNING FRAMEWORK. International Journal of Computational Intelligence. volum 1 (1).
Academic article
Yildirim, Sule. (2002) The Implementation of a Robotic Replanning Framework. Lecture Notes in Computer Science (LNCS).
Academic article

Books

Shaikh, Sarang; Yildirim Yayilgan, Sule. (2023) Developing an agent-based simulation model for predicting technology acceptance at border crossing points. IEEE conference proceedings. 2023.
Academic anthology/Conference proceedings
Sanfilippo, Filippo; Granmo, Ole-Christoffer; Yildirim Yayilgan, Sule; Bajwa, Imran Sarwar. (2022) Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. Springer. 2022. ISBN 978-3-031-10524-1. Communications in Computer and Information Science (1616).
Academic anthology/Conference proceedings
Yildirim Yayilgan, Sule; Bajwa, Imran Sarwar; Sanfilippo, Filippo. (2021) Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP). Springer. 2021. ISBN 978-3-030-71711-7. Communications in Computer and Information Science (1).
Academic anthology/Conference proceedings
Vishi, Kamer; Yildirim, Sule. (2013) Multimodal Biometric Authentication Using Fingerprint and Iris Recognition in Identity Management. 2013. ISBN 978-0-7695-5120-3.
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. 2010. ISBN 978-82-519-2704-8.
Academic anthology/Conference proceedings

Part of book/report

Abraham, Doney; Yildirim Yayilgan, Sule; Abomhara, Mohamed; Gebremedhin, Alemayehu; Dalipi, Fisnik. (2022) Security and Privacy issues in IoT based Smart Grids: A case study in a digital substation. Holistic Approach for Decision Making Towards Designing Smart Cities.
Academic chapter/article/Conference paper
Nweke, Livinus Obiora; Abomhara, Mohamed; Yildirim Yayilgan, Sule; Camparin, Debora; Heurtier, Olivier; Bunney, Calum. (2022) A LINDDUN-Based Privacy Threat Modelling for National Identification Systems. IEEE Nigeria 4th International Conference on Disruptive Technologies for Sustainable Development (NIGERCON 2022), Abuja, Nigeria.
Academic chapter/article/Conference paper
Lee, Yen-Ting; Pengying, Thitinun; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2021) Data-Driven Machine Learning Approach for Human Action Recognition Using Skeleton and Optical Flow. Proceeding of the 3rd International Conference on Intelligent Technologies and Applications (INTAP).
Academic chapter/article/Conference paper
Abomhara, Mohamed; Yildirim Yayilgan, Sule; Shalaginova, Marina; Székely, Zoltán. (2020) Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute. Privacy and Identity Management. Data for Better Living: AI and Privacy.
Academic chapter/article/Conference paper
Khodabakhsh, Athar; Yildirim Yayilgan, Sule; Abomhara, Mohamed; Istad, Maren Kristine; Hurzuk, Nargis. (2020) Cyber-risk identification for a digital substation. ARES '20: Proceedings of the 15th International Conference on Availability, Reliability and Security.
Academic chapter/article/Conference paper
Khodabakhsh, Athar; Yildirim Yayilgan, Sule; Houmb, Siv Hilde; Hurzuk, Nargis; Foros, Jørn; Istad, Maren Kristine. (2020) Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA. 2020 9th Mediterranean Conference on Embedded Computing (MECO).
Academic chapter/article/Conference paper
Mulliqi, Nita; Yildirim Yayilgan, Sule; Mohammed, Ahmed Kedir; Ahmedi, Lule; Wang, Hao; Elezaj, Ogerta; Hovde, Øistein. (2020) The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection. Proceedings of IEEE international conference on image processing.
Academic chapter/article/Conference paper
Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2018) A Hybrid Concept Learning Approach to Ontology Enrichment. Innovations, Developments, and Applications of Semantic Web and Information Systems.
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. Machine Learning, Optimization, and Big Data Third International Conference, MOD 2017, Volterra, Italy, September 14–17, 2017, Revised Selected Papers.
Academic chapter/article/Conference paper
Kastrati, Zenun; Yildirim, Sule. (2017) Supervised Ontology-Based Document Classification Model. Proceeding: ICCDA '17 Proceedings of the International Conference on Compute and Data Analysis.
Academic chapter/article/Conference paper
Majtner, Tomas; Yildirim, Sule; Hardeberg, Jon Yngve. (2017) Combining Deep Learning and Hand-Crafted Features for Skin Lesion Classification. 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA).
Academic chapter/article/Conference paper
Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule. (2016) User Interface Evaluation of a Ski Injuries Management System. Advances in Human Factors in Sports and Outdoor Recreation; Proceedings of the AHFE 2016 International Conference on Human Factors in Sports and Outdoor Recreation, July 27-31, 2016, Walt Disney World®, Florida, USA.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Yildirim, Sule. (2016) Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges. 2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW).
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. 7th INTERNATIONAL CONFERENCE “Information Systems and Technology Innovations:the New Paradigm for a Smarter Economy” Proceedings Book.
Academic chapter/article/Conference paper
Kastrati, Zenun; Yildirim Yayilgan, Sule; Hjelsvold, Rune. (2016) Automatically Enriching Domain Ontologies for Document Classification. Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, WIMS 2016.
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. 2016 6th European Workshop on Visual Information Processing (EUVIP).
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. 7th INTERNATIONAL CONFERENCE “Information Systems and Technology Innovations:the New Paradigm for a Smarter Economy” Proceedings Book.
Academic chapter/article/Conference paper
Sharma, Vivek; Yildirim, Sule; Van Gool, Luc. (2016) Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance. 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN).
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. 2015 5th National Symposium on Information Technology: Towards New Smart World (NSITNSW); Riyadh, Saudi Arabia, 17-19 February, 2015.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Yayilgan, Sule; Gebremedhin, Alemayehu. (2015) A machine learning approach to increase energy efficiency in district heating systems. Environmental Engineering and Computer Application: Proceedings of the 2014 International Conference on Environmental Engineering and Computer Application (ICEECA 2014), Hong Kong, 25–26 December 2014.
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. Learning and Collaboration Technologies.
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. 6th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2015; July 13-15, 2015 Denton, USA.
Academic chapter/article/Conference paper
Dalipi, Fisnik; Yildirim, Sule; Gebremedhin, Alemayehu. (2015) A Cloud Computing Framework for Smarter District Heating Systems. Proceedings of The 2015 Smart World Congress.
Academic chapter/article/Conference paper
Du, Yang; Yayilgan, Sule. (2015) A Novel Cache and SSD-based Index Structure for Health Record Indexing. Digital Healthcare Empowering Europeans, Proceedings of MIE2015.
Other
Duque, Carlos Andrés Arango; Khachatryan, Ani; Yayilgan, Sule. (2015) A relevance feedback based image retrieval approach for improved performance. 2015 Colour and Visual Computing Symposium (CVCS).
Academic chapter/article/Conference paper
Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. IEEE International Conference on Image Processing (ICIP), Proceedings, 27-30 September 2015,Quebec city, Canada.
Academic chapter/article/Conference paper
Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule. (2015) A General Framework for Text Document Classification Using SEMCON and ACVSR. Human Interface and the Management of Information. Information and Knowledge Design 17th International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part I.
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. Social Computing and Social Media 7th International Conference, SCSM 2015, Held as Part of HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings.
Academic chapter/article/Conference paper
Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule. (2015) An Improved Concept Vector Space Model for Ontology Based Classification. SITIS 2015 - The 11th International Conference on Signal Image Technology & Internet System.
Academic chapter/article/Conference paper
Kastrati, Zenun; Yayilgan, Sule; Imran, Ali Shariq. (2015) SEMCON: Semantic and contextual objective metric. Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing.
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. Natural Language Processing and Information Systems; 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015, Passau, Germany, June 17-19, 2015, Proceedings.
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?. HCI International 2015 - Posters’ Extended Abstracts International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings, Part I.
Academic chapter/article/Conference paper
Yayilgan, Sule; Arntzen Bechina, Aurilla Aurelie; Stavseng, Gry Helene; Ljubicic, Milena; Solvang, Bjørn; Meadow, Richard; Dalipi, Fisnik. (2015) Knowledge, Technology and Innovation (KTI): Opportunities, Issues and Challenges of KTI transfer between Norway and the Balkans countries. ITHET 2015, 14th International Conference on Information Technology Based Higher Education and Training; 11-13 June, 2015, Lisbon, Portugal.
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. Proceedings of 2015 International Conference on Interactive Mobile Communication Technologies and Learning(IMCL); 19-20 November 2015, Thessaloniki, Greece.
Academic chapter/article/Conference paper
Abdalla, Adnan; Yildirim, Sule. (2014) A Review of Using Online Social Networks for Investigative Activities. Social Computing and Social Media 6th International Conference, SCSM 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings.
Academic chapter/article/Conference paper
Dittrich, Frank; Woern, Heinz; Sharma, Vivek; Yildirim, Sule. (2014) Pixelwise Object Class Segmentation based on Synthetic Data using an Optimized Training Strategy. First International Conference on Networks & Soft Computing (ICNSC2014), Proceedings; 19-20 Aug. 2014; Guntur, Andhra Pradesh, India.
Academic chapter/article/Conference paper
Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yildirim, Sule. (2014) Objective Keyword Selection For Lecture Video Annotation. 5th European Workshop on Visual Information Processing (EUVIP); Desember 10-12, 2014, Paris, France.
Academic chapter/article/Conference paper
Jeppesen, J.C.; Yildirim, Sule. (2014) Systematic Ski Injury Registration using a Digital Platform. e-Health – For Continuity of Care.
Other
Kastrati, Zenun; Imran, Ali Shariq; Yayilgan, Sule Yildirim. (2014) Building Domain Ontologies for Hyperlinked Multimedia Pedagogical Platforms. HCI International 2014 - Posters' Extended Abstracts. International Conference, HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, Part II.
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. ECKM 2014 - The Proceedings of the 15th European Conference on Knowledge Management.
Academic chapter/article/Conference paper
Vishi, Kamer; Yayilgan, Sule Yildirim. (2013) Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management. 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2013, Proceedings; 16-18 October 2013, Beijing, China.
Academic chapter/article/Conference paper
Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2013) Semantic Keyword Selection for Automatic Video Annotation. International Conference on Signal-Image Technology and Internet-Based Systems SITIS 2013; 2–5 December 2013; Kyoto, Japan.
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. 12th International Conference on Information Technology Based Higher Education and Training (ITHET); 10-12 October 2013; Antalya, TURKEY.
Academic chapter/article/Conference paper
Imran, Ali Shariq; Rahadianti, Laksmita; Alaya Cheikh, Faouzi; Yayilgan, Sule Yildirim. (2012) Semantic Tags for Lecture Videos. The Sixth IEEE International Conference on Semantic Computing, ICSC 2012; September 19th-21st, 2012, Palermo, Italy.
Academic chapter/article/Conference paper
Torres Ochoa, Victor Manuel; Yayilgan, Sule Yildirim; Alaya Cheikh, Faouzi. (2012) Adult video content detection using Machine Learning Techniques. SITIS 2012, The 8th International Conference on Signal Image Technology and Internet Based Systems; 25-29, November 2012, Sorrento - Naples, Italy.
Academic chapter/article/Conference paper
Yildirim, Sule; Hovstø, Asbjørn; Alaya Cheikh, Faouzi; Amodei, Anthony; Iori, Marc; Zaharia, Sandel; Ioannidis, Dimos; Thorvaldsen, Øystein Espelid. (2011) Group Identification at Border Crossing Points. BIOSIG 2011, Proceedings - International Conference of the Biometrics Special Interest Group; 8.-9. September 2011 in Darmstadt.
Academic chapter/article/Conference paper
Vold, Tone; Yildirim, Sule; Ree-Lindstad, Nina; Souami, Feryel. (2010) Enhanced Learning Outcome Using Participative Role Play Simulation. ITHET '10. 9th International Conference on Information Technology Based Higher Education and Training, 2010.
Academic chapter/article/Conference paper
Yildirim, Sule; Stene, Sindre Berg. (2010) A survey on the need and use of AI in game agensts. Modeling, simulation, and optimization : focus on applications.
Academic chapter/article/Conference paper
Jacobsen, Arild; Stene, Sindre; Yildirim, Sule. (2009) Possibilities for learning in game artificial intelligence. Proceedings of the First Norwegian Artificial Intelligence Symposium.
Academic chapter/article/Conference paper
Yildirim, Sule; Stene, Sindre Berg. (2008) A survey on the need and use of AI in game agents. Proceedings of the 2008 Spring Simulation MultiConference (SpringSim'08).
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. SPACE TECHNOLOGY AND APPLICATIONS INTERNATIONAL FORUM-STAIF 2008:.
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. Space Technology and applications international forum STAIF.11th Conference on Thermothysiscs Applications in Microgravity. Albuquerque, New Mexico 11-15- Febrauary 2007.
Academic chapter/article/Conference paper
Yildirim, Sule; Dam, Gregory; Houk, James C. (2007) The Mind Agents in Netlogo 3.1. Proceedings of the 2007 Spring Simulation multiconference (SpringSim*07). Agent-Directed simulation symposium. DEVS integrative M& S Symposium . High performance computing symposium.
Academic chapter/article/Conference paper
Yildirim, Sule; Beachell, Ronald. (2006) A Proposal for Algorithms in the Human Brain. CogSci 2006 The 28th Annual Conference of the Cognitive Science Society.
Other
Yildirim, Sule; Beachell, Ronald. (2006) Does the Human Brain Have Algorithms?. ICAI'06: Proceedings PROCEEDINGS OF THE 2006 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE Editor Hamid R. Arabnia 1-932415-97-1 (1-932415-98-X).
Other
Yildirim, Sule. (2005) Innate planning mechanisms. Modelling natural action selection; proceedings of an international workshop / Joanna J. Bryson , Tony J. Prescott and Anil K. Seth (editors).
Academic chapter/article/Conference paper
Yildirim, Sule. (2004) A Learning Based and Vision Guided Robotic Agent Replanning Framework and a Case Study. Proceedings of the 2004 International Conference on Artificial Intelligence (IC-AI 2004).
Academic chapter/article/Conference paper
Yildirim, Sule. (1999) A New Methodology For Dealing With Uncertainty In Robotic Tasks. ISCIS XIV: Proceedings of the Fourteenth International Symposium on Computer and Information Sciences.
Academic chapter/article/Conference paper

Report

Székely, Zoltán; Yildirim Yayilgan, Sule; Abomhara, Mohamed. (2021) Guidelines on privacy and data protection in forensic research. 2021.
Report
Yildirim, Sule. (2017) Energizing: A simplification of 3D modeling (BIM) at gaming digital energy efficient operation, maintenance and rehabilitation of water-based heating. 2017.
Report
Yildirim, Sule; Karlsen, Ero Stig. (2007) Learning and Evolution in Complex Fitness Landscapes. Tapir Akademisk Forlag. 2007.
Master thesis
Yildirim, Sule; Veflingstad, Henning. (2007) Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism. Tapir Akademisk Forlag. 2007.
Master thesis
Yildirim, Sule; Øredsson, Anders. (2007) Cognitive video surveillance: an ANN/CBR hybrid approach. Tapir Akademisk Forlag. 2007.
Thesis at a second degree level

Teaching

Courses

Media