Sule Yildirim Yayilgan

Associate Professor

Department of Information Security and Communication Technology Faculty of Information Technology and Electrical Engineering

sule.yildirim@ntnu.no +47 61135442 +47 46623172

Ametyst-bygget, A111, Gjøvik

Biography

Associate 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.

Recent Research and Educational Projects

*Year*	*Applicant’s role*	*Project name*	*Funding agency*
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
2017-2020	Main applicant	INCENTIVE SMILE	NTNU (Sentral EU + IE faculty)
2020-2023	WP leader	METICOS	Horizon2020
2020-2023	Main applicant	INCENTIVE METICOS	NTNU
2017-2020	Main applicant	INCENTIVE INTENSIVE	Horizon proposal which scored over 12, hence funded with incentives from NTNU
2019-2022	WP researcher	ECODIS: Engineering and Condition monitoring in Digital Substation	Research Council of Norway, ENERGIX IPN
2019-2022	WP leader	INTERSECURE: Security of supply in smartgrids with interacting digital systems	Research Council of Norway, ENERGIX IPN
2019–2024	WP leader	The Lying Pen of Scribes	Research Council of Norway, FRIPRO Toppforsk
2020-2023	WP Key Researcher	PhDICTKES	KA2 and Industry Project
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
2011-2016	Project Leader & Academic Host	AEP: Academic Exchange for Progress	Ministry of Foreign Affairs Norway
2020-2023	WP leader	MAAS: Multiparameter Active Antenna Sensor	Research Council of Norway,
2015–2019	WP leader	IQMED: Image Quality enhancement in MEDical diagnosis, monitoring and treatment	Research Council of Norway
2020-2023	WG Chair & MC member	LITHME: Language In The Human-Machine Era	COST European Cooperation in Science and Technology action OC-2019-1-23689
2013-2017	MC member	IC1206: De-identification for privacy protection in multimedia content	Cost Action
2016 –2024	Key Researcher of WP2 (Smart Microgrids)	CINELDI: Center for intelligent electricity	Research Council of Norway, FME programme

Past Educational Projects:

SMILE Bee\footnote{http://projectbee.co.kr/}: 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.

COINS: 2013-2018. Research School of Computer and Information Security) \footnote{https://coinsrs.no/}

FRISC: 2012-2016.Forum for Research and Innovation in Security and Communications \footnote{https://www.frisc.no/} is a network of organisations working on security in 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 \footnote{http://master-3dmt.eu/}, 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 (3DMT).

Past Research Projects

HUMDIG: 2019-2019. Human Rights and Dignity: Policies and technology transforming the human rights discourse on refugees, funded by SAMKUL programme.

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

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

2016- 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- 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

Scientific, academic and artistic work

Displaying a selection of activities. See all publications in the database

Journal publications

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. vol. 64.
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.
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.
Elezaj, Ogerta; Yildirim Yayilgan, Sule. (2021) Criminal Network Community Detection in Social Media Forensics. Communications in Computer and Information Science.
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.
Khodabakhsh, Athar; Yildirim Yayilgan, Sule. (2021) Data Privacy in IoT Equipped Future Smart Homes. Communications in Computer and Information Science.
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.
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. vol. 1129.
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. vol. 9 (2).
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.
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. vol. 1183.
Golrang, Anahita; Golrang, Alale Mohammadi; Yildirim Yayilgan, Sule; Elezaj, Ogerta. (2020) A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest. Electronics. vol. 9 (4).
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. vol. 201:103062.
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. vol. 1111.
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. vol. 1111.
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. vol. 2019-September.
Kastrati, Zenun; Imran, Ali Shariq; Yildirim Yayilgan, Sule. (2019) The impact of deep learning on document classification using semantically rich representations. Information Processing & Management. vol. 56 (5).
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. vol. 868.
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. vol. 1095:109510P1.
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.
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). vol. 10884 LNCS.
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). vol. 10882.
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. vol. 735.
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.
Lam, Yat Hong; Yildirim, Sule. (2018) Saliency-based Image Object Indexing and Retrieval. Lecture Notes in Computer Science (LNCS). vol. 10882 LNCS.
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.
Majtner, Tomas; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve. (2018) Optimised Deep Learning Features for Improved Melanoma Detection. Multimedia tools and applications. vol. 78 (9).
Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging. vol. 4 (6).
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. vol. 2018:30.
Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Final program and proceedings (Color and Imaging Conference).
Reyes, Evelyn Lissete Paiz; de Lima, Nadile Nunes; Yildirim, Sule. (2018) GIF Image Retrieval in Cloud Computing Environment. Lecture Notes in Computer Science (LNCS). vol. 10882 LNCS.
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. vol. 24 (2).
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. vol. 10.
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.
Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule. (2017) User interface evaluation of a ski injuries management system. Advances in Intelligent Systems and Computing. vol. 496.
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. vol. 12 (2/3).
Kastrati, Zenun; Yildirim, Sule. (2017) Improving document classification effectiveness using knowledge exploited by ontologies. Lecture Notes in Computer Science (LNCS). vol. 10260 LNCS.
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. vol. 2017-June.
Muka, Romina; Yildirim Yayilgan, Sule; Sevrani, Kozeta. (2017) Security Analysis of Wireless BAN in e-Health. International Journal of Business and Technology. vol. 5 (2).
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. vol. 58 (2).
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. vol. 221.
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. vol. 2016.
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). vol. 9753.
Kalemi, Edlira; Yildirim, Sule. (2016) Ontologies for Social Media Digital Evidence. World Academy of Science, Engineering and Technology. vol. 10 (6).
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). vol. 12 (2).
Majtner, Tomas; Yildirim, Sule; Hardeberg, Jon Yngve. (2016) Efficient Melanoma Detection Using Texture-Based RSurf Features. Lecture Notes in Computer Science (LNCS). vol. 9730.
Skrabánek, Pavel; Vodicka, Pavel; Yildirim-Yayilgan, Sule. (2016) Control System of a Semi-Autonomous Mobile Robot. IFAC-PapersOnLine. vol. 49 (25).
Yildirim, Sule. (2016) Kan du klare å spare mer strøm enn naboen?. Oppland arbeiderblad.
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). vol. 10 (4).
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. vol. 43.
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). vol. 3 (3).
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. vol. 14 (2).
Yildirim, Sule. (2003) A LEARNING BASED AND VISION GUIDED ROBOTIC AGENT REPLANNING FRAMEWORK. International Journal of Computational Intelligence. vol. 1 (1).
Yildirim, Sule. (2002) The Implementation of a Robotic Replanning Framework. Lecture Notes in Computer Science (LNCS).

Books

Yildirim Yayilgan, Sule; Sanfilippo, Filippo; Bajwa, Imran Sarwar. (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).
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.

Part of book/report

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).
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.
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.
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).
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.
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.
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.
Kastrati, Zenun; Yildirim, Sule. (2017) Supervised Ontology-Based Document Classification Model. Proceeding: ICCDA '17 Proceedings of the International Conference on Compute and Data Analysis.
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).
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.
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.
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).
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.
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.
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).
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.
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).
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.
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.
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.
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.
Dalipi, Fisnik; Yildirim, Sule; Gebremedhin, Alemayehu. (2015) A Cloud Computing Framework for Smarter District Heating Systems. Proceedings of The 2015 Smart World Congress.
Du, Yang; Yayilgan, Sule. (2015) A Novel Cache and SSD-based Index Structure for Health Record Indexing. Digital Healthcare Empowering Europeans, Proceedings of MIE2015.
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).
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Jeppesen, J.C.; Yildirim, Sule. (2014) Systematic Ski Injury Registration using a Digital Platform. e-Health – For Continuity of Care.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Jacobsen, Arild; Stene, Sindre; Yildirim, Sule. (2009) Possibilities for learning in game artificial intelligence. Proceedings of the First Norwegian Artificial Intelligence Symposium.
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).
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:.
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.
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.
Yildirim, Sule; Beachell, Ronald. (2006) A Proposal for Algorithms in the Human Brain. CogSci 2006 The 28th Annual Conference of the Cognitive Science Society.
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).
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).
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).
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.

Report/dissertation

Yildirim, Sule. (2017) Energizing: A simplification of 3D modeling (BIM) at gaming digital energy efficient operation, maintenance and rehabilitation of water-based heating. 2017.
Yildirim, Sule; Karlsen, Ero Stig. (2007) Learning and Evolution in Complex Fitness Landscapes. Tapir Akademisk Forlag. 2007.
Yildirim, Sule; Veflingstad, Henning. (2007) Relevant Concepts of and a Framework for Conceptual Representations based on Connectionism. Tapir Akademisk Forlag. 2007.
Yildirim, Sule; Øredsson, Anders. (2007) Cognitive video surveillance: an ANN/CBR hybrid approach. Tapir Akademisk Forlag. 2007.

Others

Yildirim Yayilgan, Sule. (2021) Development of Social toolkit. Meeting with Pilot Estonia . NTNU; Gjøvik - Zoom. 2021-02-12 - 2021-02-12.
Yildirim Yayilgan, Sule. (2021) PHDICTKES Co-supervision Experiences. A workshop for defining the regulation for double mentorship in the PhD programme ; 2021-02-02 - 2021-02-02.
Yildirim Yayilgan, Sule. (2021) Plans for Digital Imaging and Machine Learning in Scientific Imaging of the Dead Sea Scrolls project. Workshop on Scientific Imaging of the Dead Sea Scrolls . NTNU; Gjøvik - Zoom. 2021-02-22 - 2021-02-23.
Yildirim Yayilgan, Sule. (2019) Artificial Intelligence and Machine Learning in Healthcare now and towards IoT. International Conference on Intelligent Technologies and Applications INTAP 2019 . Sir Sadiq Association for Computing; 2019-11-06 - 2019-11-08.
Yildirim Yayilgan, Sule. (2019) “NTNU NISLAB - Imaging research - experience and plans”. The Lying Pen of Scribes - Lanseringsseminar ; 2019-11-13 - 2019-11-13.
Companioni-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.
Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-Net: A deep convolutional neural network to polyp detection. British Machine Vision Conference (BMVC 2018) . British Machine Vision Association; Newcastle. 2018-09-03 - 2018-09-06.
Rocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Alaya Cheikh, Faouzi. (2018) Deep Learning and Radiomics. NLDL2018 ; 2018-01-10 - 2018-01-11.
Hyseni, 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.
Majtner, 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) . IEEE; 2016-10-25 - 2016-10-27.
Sharma, Vivek; Yildirim, Sule; Van Gool, Luc. (2016) Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance. ROMAN 2016 . IEEE; New York. 2016-08-26 - 2016-08-31.
Dalipi, 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.
Gueye, Limamou; Yildirim, Sule; Alaya Cheikh, Faouzi; Balasingham, Ilangko. (2015) Automatic detection of colonoscopic anomalies using capsule endoscopy. The International Conference on Image Processing (ICIP) ; Québec. 2015-09-27 - 2015-09-30.
Sharma, 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.
Sharma, 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.
Dittrich, 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) . Vignan Foundation For Science, Technology & Research (Vignan; Guntur, Andhra Pradesh. 2014-08-19 - 2014-08-20.
Vishi, 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.
Vold, 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.
Yildirim, 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” . MIE2012; 2012-08-27.
Yildirim, Sule; Blobel, Bernd; Ruotsalainen, Pekka. (2012) What is e-health - its concepts, approaches and products?. Velferdteknologikonferansen 2012 ; 2012-10-03 - 2012-10-04.
Yildirim, 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.
Vold, 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.
Yildirim, Sule. (2010) Robots. Nasjonal sikkerhetsdag . Norsk senter for informasjonssikring (NorSIS) and HIG; Kunnskapsparken. 2010-04-22.
Yildirim, Sule. (2010) SCAM: Safer Children Internet Access. RFID-RNET Worskshop ; 2010-05-10 - 2010-05-11.
Yildirim, Sule. (2010) Serious Game Design for Military Training. Games: Design and Research Conference ; Høgskulen i Volda. 2010-06-03 - 2010-06-04.
Stene, Sindre Berg; Jacobsen, Arild; Yildirim, Sule. (2009) Possibilities for learning in game artificial intelligence. the First Norwegian Artificial Intelligence Symposium ; 2009-11-22.
Yildirim, 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.
de Souza, Peter; Yildirim, Sule. (2007) Artificial intelligence and "learning regions" - an outline to research adventure. Regions in focus ; Lisabon. 2007-05-27 - 2007-05-29.
Yildirim, 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.
Yildirim, 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.
Aredo, 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.
Dam, 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.
Dam, 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.
Yildirim, 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.
Yildirim, 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.
Yildirim, 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.
Yildirim, 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.
Yildirim, Sule. (2005) Innate Planning Mechanisms. MNAS'05, Modeling Natural Action Selection Workshop 2005 ; Scotland. 2005-07-30 - 2005-07-31.
Yildirim, Sule. (2004) From Low level to High Level Reasoning. Proceedings of the Turkish Symposium on Artificial Intelligence and Neural Networks (TAINN 2004) . Dokuz Eylul University and Bogazici University; 2004-06-10 - 2004-06-11.
Yildirim, 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 18 Mart University, Turkey; Canakkale. 2003-07-02 - 2003-07-04.
Yildirim, 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.

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