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Sina Mohseni
Sina Mohseni
NVIDIA
Adresă de e-mail confirmată pe tamu.edu - Pagina de pornire
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A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems
S Mohseni, N Zarei, ED Ragan
arXiv preprint arXiv:1811.11839, 2018
906*2018
Self-Supervised Learning for Generalizable Out-of-Distribution Detection
S Mohseni, M Pitale, JBS Yadawa, Z Wang
Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2662020
Xfake: Explainable fake news detector with visualizations
F Yang, SK Pentyala, S Mohseni, M Du, H Yuan, R Linder, ED Ragan, S Ji, ...
The world wide web conference, 3600-3604, 2019
1402019
The effects of meaningful and meaningless explanations on trust and perceived system accuracy in intelligent systems
M Nourani, S Kabir, S Mohseni, ED Ragan
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 7 …, 2019
1242019
Practical Solutions for Machine Learning Safety in Autonomous Vehicles
S Mohseni, M Pitale, V Singh, Z Wang
The AAAI Workshop on Artificial Intelligence Safety (Safe AI), 2020
1122020
Taxonomy of machine learning safety: A survey and primer
S Mohseni, H Wang, C Xiao, Z Yu, Z Wang, J Yadawa
ACM Computing Surveys 55 (8), 1-38, 2022
732022
A human-grounded evaluation benchmark for local explanations of machine learning
S Mohseni, JE Block, ED Ragan
arXiv preprint arXiv:1801.05075, 2018
722018
Quantitative evaluation of machine learning explanations: A human-grounded benchmark
S Mohseni, JE Block, E Ragan
Proceedings of the 26th International Conference on Intelligent User …, 2021
652021
Machine learning explanations to prevent overtrust in fake news detection
S Mohseni, F Yang, S Pentyala, M Du, Y Liu, N Lupfer, X Hu, S Ji, ...
Proceedings of the international AAAI conference on web and social media 15 …, 2021
492021
Competition over resources: a new optimization algorithm based on animals behavioral ecology
S Mohseni, R Gholami, N Zarei, AR Zadeh
2014 International Conference on Intelligent Networking and Collaborative …, 2014
452014
Open issues in combating fake news: Interpretability as an opportunity
S Mohseni, E Ragan, X Hu
arXiv preprint arXiv:1904.03016, 2019
322019
Combating fake news with interpretable news feed algorithms
S Mohseni, E Ragan
arXiv preprint arXiv:1811.12349, 2018
252018
Facial expression recognition using anatomy based facial graph
S Mohseni, N Zarei, S Ramazani
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014
252014
Designing an automatic detector device to diagnose insulator state on overhead distribution lines
MF Palangar, S Mohseni, M Mirzaie, A Mahmoudi
IEEE Transactions on Industrial Informatics 18 (2), 1072-1082, 2021
222021
Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, and Eric Ragan. 2020
S Mohseni, F Yang, S Pentyala
Machine learning explanations to prevent overtrust in fake news detection …, 2021
212021
Predicting Model Failure using Saliency Maps in Autonomous Driving Systems
S Mohseni, A Jagadeesh, Z Wang
ICML 2019 Workshop on Uncertainty & Robustness in Deep Learning, 2019
212019
Processor and system to identify out-of-distribution input data in neural networks
S Mohseni, MM Pitale, J Yadawa
US Patent App. 16/679,089, 2021
202021
How level of explanation detail affects human performance in interpretable intelligent systems: A study on explainable fact checking
R Linder, S Mohseni, F Yang, SK Pentyala, ED Ragan, XB Hu
Applied AI Letters 2 (4), e49, 2021
172021
Facial expression recognition using DCT features and neural network based decision tree
S Mohseni, HM Kordy, R Ahmadi
Proceedings ELMAR-2013, 361-364, 2013
172013
Block, and Eric D. Ragan. 2020. A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning
S Mohseni, E Jeremy
arXiv preprint arXiv:1801.05075, 2020
122020
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