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2020
1 Ahmed, Javed; Yildirim Yayilgan, Sule; Nowostawski, Mariusz; Abomhara, Mohamed Ali Saleh; Ramachandra, Raghavendra; Elezaj, Ogerta.
Towards Blockchain-based GDPR-compliant Online Social Networks: Challenges, Opportunities and Way Forward. Advances in Intelligent Systems and Computing 2020 ;Volum 1129. s. 113-129
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2 Catak, Ferhat Özgur; Aydin, Ismail; Elezaj, Ogerta; Yildirim Yayilgan, Sule.
Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm. Electronics 2020 ;Volum 9.(2) s. 1-20
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3 Abomhara, Mohamed; Yildirim Yayilgan, Sule; Shalaginova, Marina; Székely, Zoltán.
Border Control and Use of Biometrics: Reasons Why the Right to Privacy Can Not Be Absolute. I: Privacy and Identity Management. Data for Better Living: AI and Privacy. Springer Nature 2020 ISBN 978-3-030-42503-6. s. 259-271
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4 Elezaj, Ogerta; Yildirim Yayilgan, Sule; Ahmed, Javed; Kalemi, Edlira; Brichfeld, Brumle; Haubold, Claudia.
Crime Intelligence from Social Media Using CISMO. Advances in Intelligent Systems and Computing 2020
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5 Golrang, Anahita; Golrang, Alale Mohammadi; Yildirim Yayilgan, Sule; Elezaj, Ogerta.
A Novel hybrid IDS based on modified NSGAII-ANN and Random Forest. Electronics 2020 ;Volum 9.(4)
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6 Khodabakhsh, Athar; Yildirim Yayilgan, Sule; Abomhara, Mohamed; Istad, Maren Kristine; Hurzuk, Nargis.
Cyber-risk identification for a digital substation. I: ARES '20: Proceedings of the 15th International Conference on Availability, Reliability and Security. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-8833-7. s. 1-7
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7 Khodabakhsh, Athar; Yildirim Yayilgan, Sule; Houmb, Siv Hilde; Hurzuk, Nargis; Foros, Jørn; Istad, Maren Kristine.
Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA. I: 2020 9th Mediterranean Conference on Embedded Computing (MECO). IEEE 2020 ISBN 978-1-7281-6949-1.
ENERGISINT NTNU Untitled
 
8 Muliqi, Nita; Yildirim Yayilgan, Sule; Mohammed, Ahmed Kedir; Wang, Hao; Elezaj, Ogerta.
THE IMPORTANCE OF SKIP CONNECTIONS IN ENCODER-DECODER ARCHITECTURES FOR COLORECTAL POLYP DETECTION. I: Proceedings of IEEE international conference on image processing. IEEE Signal Processing Society 2020 ISBN 978-1-4673-9962-3.
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9 Yildirim Yayilgan, Sule.
Proceedings of IEEE international conference on image processing. IEEE Signal Processing Society 2020 (ISBN 978-1-4673-9962-3) 0 s. Proceedings of IEEE international conference on image processing(0)
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2019
10 Abomhara, Mohamed Ali Saleh; Yildirim Yayilgan, Sule; Nymoen, Anne Hilde Ruen; Shalaginova, Marina; Székely, Zoltán; Elezaj, Ogerta.
How to do it right: A framework for biometrics supported border control. Communications in Computer and Information Science 2019 ;Volum 1111. s. 94-109
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11 Elezaj, Ogerta; Yildirim Yayilgan, Sule; Kalemi, Edlira; Wendelberg, Linda; Abomhara, Mohamed Ali Saleh; Ahmed, Javed.
Towards Designing a Knowledge Graph-Based Framework for Investigating and Preventing Crime on Online Social Networks. Communications in Computer and Information Science 2019 ;Volum 1111. s. 181-195
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12 Elezaj, Ogerta; Yildirim Yayilgan, Sule; Abomhara, Mohamed Ali Saleh; Yeng, Prosper; Ahmed, Javed.
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 2019 ;Volum 2019-September. s. -
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13 Kastrati, Zenun; Imran, Ali Shariq; Yildirim Yayilgan, Sule.
The impact of deep learning on document classification using semantically rich representations. Information Processing & Management 2019 ;Volum 56.(5) s. 1618-1632
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14 Melit Devassy, Binu; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve.
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 2019 ;Volum 868.
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15 Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein.
StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging 2019 ;Volum 1095:109510P1.
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2018
16 Bolkar, Sabri; Wang, Congcong; Alaya Cheikh, Faouzi; Yildirim Yayilgan, Sule.
Deep Smoke Removal from Minimally Invasive Surgery Videos. Proceedings of IEEE international conference on image processing 2018 s. 3403-3407
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17 Brito, Claudia Companioni; Elawady, Mohamed; Yildirim, Sule; Hardeberg, Jon Yngve.
Editorial Image Retrieval using Handcrafted and CNN Features. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 10884 LNCS. s. 284-291
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18 Companioni-Brito, Claudia; Mariano, Zygred; Elawady, Mohamed; Yildirim Yayilgan, Sule.
Mobile-Based Painting Photo Retrieval using Combined Features. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 10882. s. 278-284
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19 Companioni-Brito, Claudia; Yildirim, Sule; Hardeberg, Jon Yngve; Elawady, Mohamed.
Editorial Image Retrieval using Handcrafted and CNN Features. International Conference on Image and Signal Processing (ICISP2018); 2018-07-02 - 2018-07-04
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20 Hyseni, Qëndresë; Yildirim, Sule; Krasniqi, Bujar; Sylejmani, Kadri.
Solving the problem of distribution of fiscal coupons by using a Steady State Genetic Algorithm. Advances in Intelligent Systems and Computing 2018 ;Volum 735. s. 49-59
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21 Kastrati, Zenun; Imran, Ali Shariq; Yildirim, Sule.
A Hybrid Concept Learning Approach to Ontology Enrichment. I: Innovations, Developments, and Applications of Semantic Web and Information Systems. IGI Global 2018 ISBN 9781522550426. s. 85-119
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22 Lam, Yat Hong; Yildirim, Sule.
Saliency-based Image Object Indexing and Retrieval. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 10882 LNCS. s. 269-277
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23 Majtner, Tomas; Yildirim Yayilgan, Sule; Hardeberg, Jon Yngve.
Optimised Deep Learning Features for Improved Melanoma Detection. Multimedia tools and applications 2018 ;Volum 78.(9) s. 11883-11903
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24 Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule.
Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging 2018 ;Volum 4.(6) s. -
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25 Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein.
Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing 2018 ;Volum 2018:30. s. 1-13
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26 Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule.
Deep-STRESS Capsule Video Endoscopy Image Enhancement. Final program and proceedings (Color and Imaging Conference) 2018 s. 247-252
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27 Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein.
Y-Net: A deep convolutional neural network to polyp detection. British Machine Vision Conference (BMVC 2018); 2018-09-03 - 2018-09-06
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28 Reyes, Evelyn Lissete Paiz; de Lima, Nadile Nunes; Yildirim, Sule.
GIF Image Retrieval in Cloud Computing Environment. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 10882 LNCS. s. 261-268
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29 Rocha, Cristian; Yildirim, Sule; Hardeberg, Jon Yngve; Alaya Cheikh, Faouzi.
Deep Learning and Radiomics. NLDL2018; 2018-01-10 - 2018-01-11
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30 Skrabánek, Pavel; Yildirim Yayilgan, Sule.
WECIA graph: Visualization of classification performance dependency on grayscale conversion setting. The MENDEL Soft Computing journal : International Conference on Soft Computing MENDEL 2018 ;Volum 24.(2) s. 41-48
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31 Sylejmani, Kadri; Hyseni, Qëndresë; Yildirim Yayilgan, Sule; Qurdina, Agon; Mula, Leke; Krasniqi, Bujar.
Distribution of fiscal coupons via Genetic Algorithms and Greedy Randomized Adaptive Search Procedure. International Journal of Computer Information Systems and Industrial Management Applications 2018 ;Volum 10. s. 143-153
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32 Zenun, Kastrati; Imran, Ali Shariq; Yildirim, Sule.
A Hybrid Concept Learning Approach to Ontology Enrichment. Innovations, Developments, and Applications of Semantic Web and Information Systems 2018
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2017
33 Elezaj, Ogerta; Yildirim, Sule; Kalemi, Edlira.
Data-Driven Machine-Learning Approach for predicting missing values in large data sets: A comparison Study. I: Machine Learning, Optimization, and Big Data Third International Conference, MOD 2017, Volterra, Italy, September 14–17, 2017, Revised Selected Papers. Springer 2017 ISBN 978-3-319-72925-1. s. 268-285
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34 Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule.
User interface evaluation of a ski injuries management system. Advances in Intelligent Systems and Computing 2017 ;Volum 496. s. 213-222
OSLOMET NTNU Untitled
 
35 Hyseni, Qëndresë; Yildirim, Sule; Krasniqi, Bujar; Sylejmani, Kadri.
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
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36 Kalemi, Edlira; Yildirim, Sule; Domnori, Elton; Elezaj, Ogerta.
SMONT: an ontology for crime solving through social media. International Journal of Metadata, Semantics and Ontologies 2017 ;Volum 12.(2/3) s. 71-81
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37 Kastrati, Zenun; Yildirim, Sule.
Improving document classification effectiveness using knowledge exploited by ontologies. Lecture Notes in Computer Science (LNCS) 2017 ;Volum 10260 LNCS. s. 435-438
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38 Kastrati, Zenun; Yildirim, Sule.
Supervised Ontology-Based Document Classification Model. I: Proceeding: ICCDA '17 Proceedings of the International Conference on Compute and Data Analysis. ACM Publications 2017 ISBN 978-1-4503-5241-3. s. 245-251
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39 Majtner, Tomas; Yildirim, Sule; Hardeberg, Jon Yngve.
Combining Deep Learning and Hand-Crafted Features for Skin Lesion Classification. I: 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA). IEEE 2017 ISBN 978-1-4673-8910-5.
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40 Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi.
Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems 2017 ;Volum 2017-June. s. 728-733
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41 Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi.
Sparse coded handcrafted and deep features for colon capsule video summarization. I: Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on. IEEE 2017 ISBN 978-1-5386-1710-6. s. 728-733
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42 Muka, Romina; Yildirim Yayilgan, Sule; Sevrani, Kozeta.
Security Analysis of Wireless BAN in e-Health. International Journal of Business and Technology 2017 ;Volum 5.(2)
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43 Wendelberg, Linda; Volden, Frode; Yildirim, Sule.
Death anxiety and visual oculomotor processing of arousing stimuli in a free view setting. Scandinavian Journal of Psychology 2017 ;Volum 58.(2) s. 131-141
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44 Yildirim, Sule.
Energizing: A simplification of 3D modeling (BIM) at gaming digital energy efficient operation, maintenance and rehabilitation of water-based heating. : Norges teknisk-naturvitenskapelige universitet 2017 28 s.
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2016
45 Apostolova Trpkovska, Marika; Yildirim Yayilgan, Sule; Besimi, Adrian.
An integrated children disease prediction tool within a special social network. Studies in Health Technology and Informatics 2016 ;Volum 221. s. 69-73
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46 Dalipi, Fisnik; Ferati, Mexhid; Yildirim, Sule.
User Interface Evaluation of a Ski Injuries Management System. I: 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. Springer 2016 ISBN 978-3-319-41953-4. s. 213-222
OSLOMET NTNU Untitled
 
47 Dalipi, Fisnik; Yildirim, Sule.
Security and Privacy Considerations for IoT Application on Smart Grids: Survey and Research Challenges. I: 2016 IEEE 4th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW). IEEE 2016 ISBN 978-1-5090-3946-3. s. 63-68
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48 Dalipi, Fisnik; Yildirim, Sule; Gebremedhin, Alemayehu.
Data-driven Machine Learning Model in District Heating System for Heat Load Prediction: A Comparison Study. Applied Computational Intelligence and Soft Computing 2016 ;Volum 2016. s. -
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49 Dalipi, Fisnik; Yildirim, Sule; Imran, Ali Shariq; Kastrati, Zenun.
Towards Understanding the MOOC Trend: Pedagogical Challenges and Business Opportunities. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9753. s. 281-291
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50 Kalemi, Edlira; Yildirim, Sule.
Ontologies for Social Media Digital Evidence. World Academy of Science, Engineering and Technology 2016 ;Volum 10.(6) s. 324-329
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