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Murat Sensoy
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Evidential deep learning to quantify classification uncertainty
M Sensoy, L Kaplan, M Kandemir
Advances in Neural Information Processing Systems (NeurIPS’18), 3179-3189, 2018
10782018
Interpretability of deep learning models: A survey of results
S Chakraborty, R Tomsett, R Raghavendra, D Harborne, M Alzantot, ...
2017 IEEE smartworld, ubiquitous intelligence & computing, advanced …, 2017
5642017
Uncertainty-Aware Deep Classifiers using Generative Models
M Sensoy, L Kaplan, F Cerutti, M Saleki
The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020
922020
Poyraz: Context‐aware service selection under deception
M Şensoy, J Zhang, P Yolum, R Cohen
Computational Intelligence 25 (4), 335-366, 2009
712009
OWL-POLAR: A framework for semantic policy representation and reasoning
M Sensoy, TJ Norman, WW Vasconcelos, K Sycara
Journal of Web Semantics 12, 148-160, 2012
702012
Ontology-based service representation and selection
M Sensoy, P Yolum
IEEE Transactions on Knowledge and Data Engineering 19 (8), 1102-1115, 2007
532007
Reputation mechanism for e-commerce in virtual reality environments
H Fang, J Zhang, M Şensoy, N Magnenat-Thalmann
Electronic Commerce Research and Applications 13 (6), 409-422, 2014
512014
A context-aware approach for service selection using ontologies
M Şensoy, P Yolum
Proceedings of the fifth international joint conference on autonomous agents …, 2006
442006
Reasoning about uncertain information and conflict resolution through trust revision
M Şensoy, A Fokoue, JZ Pan, TJ Norman, Y Tang, N Oren, K Sycara
International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2013
412013
OWL-POLAR: Semantic policies for agent reasoning
M Şensoy, TJ Norman, WW Vasconcelos, K Sycara
The Semantic Web–ISWC 2010: 9th International Semantic Web Conference, ISWC …, 2010
352010
Flexible resource assignment in sensor networks: A hybrid reasoning approach
G de Mel, M Sensoy, W Vasconcelos, AD Preece
322009
Agilely assigning sensing assets to mission tasks in a coalition context
A Preece, T Norman, G De Mel, D Pizzocaro, M Sensoy, T Pham
IEEE Intelligent Systems 28 (1), 57-63, 2012
312012
A generalized stereotypical trust model
H Fang, J Zhang, M Sensoy, NM Thalmann
2012 IEEE 11th International Conference on Trust, Security and Privacy in …, 2012
312012
Misclassification risk and uncertainty quantification in deep classifiers
M Sensoy, M Saleki, S Julier, R Aydogan, J Reid
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
292021
Stage: Stereotypical trust assessment through graph extraction
M Şensoy, B Yilmaz, TJ Norman
Computational Intelligence 32 (1), 72-101, 2016
282016
SARC: subjectivity alignment for reputation computation.
H Fang, J Zhang, M Sensoy, N Magnenat-Thalmann
AAMAS, 1365-1366, 2012
272012
Experience-based service provider selection in agent-mediated E-Commerce
M Şensoy, FC Pembe, H Zırtıloğlu, P Yolum, A Bener
Engineering applications of artificial intelligence 20 (3), 325-335, 2007
272007
Querying linked ontological data through distributed summarization
A Fokoue, F Meneguzzi, M Sensoy, J Pan
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 31-37, 2012
262012
Trust estimation and fusion of uncertain information by exploiting consistency
L Kaplan, M Şensoy, G de Mel
17th International Conference on Information Fusion (FUSION), 1-8, 2014
252014
Uncertainty aware AI ML: why and how
L Kaplan, F Cerutti, M Sensoy, A Preece, P Sullivan
arXiv preprint arXiv:1809.07882, 2018
242018
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Articles 1–20