Sina Mohseni
Sina Mohseni
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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
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
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
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
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
A human-grounded evaluation benchmark for local explanations of machine learning
S Mohseni, JE Block, ED Ragan
arXiv preprint arXiv:1801.05075, 2018
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
Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, and Xia (Ben) Hu. 2019. XFake: Explainable Fake News Detector with Visualizations
F Yang, SK Pentyala, S Mohseni
The World Wide Web Conference. ACM, 3600-3604, 2019
Open issues in combating fake news: Interpretability as an opportunity
S Mohseni, E Ragan, X Hu
arXiv preprint arXiv:1904.03016, 2019
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
Quantitative evaluation of machine learning explanations: A human-grounded benchmark
S Mohseni, JE Block, E Ragan
26th International Conference on Intelligent User Interfaces, 22-31, 2021
Facial expression recognition using DCT features and neural network based decision tree
S Mohseni, HM Kordy, R Ahmadi
Proceedings ELMAR-2013, 361-364, 2013
Study on periodic and non periodic frequency modulation techniques for EMI suppression in SMPS
S Mohseni, A Roomizadeh
2011 2nd Power Electronics, Drive Systems and Technologies Conference, 615-619, 2011
Combating fake news with interpretable news feed algorithms
S Mohseni, E Ragan
arXiv preprint arXiv:1811.12349, 2018
Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, and Eric Ragan. 2020
S Mohseni, F Yang, S Pentyala
Trust evolution over time in explainable AI for fake news detection. Fair …, 2020
Practical machine learning safety: A survey and primer
S Mohseni, H Wang, Z Yu, C Xiao, Z Wang, J Yadawa
arXiv preprint arXiv:2106.04823, 2021
Machine Learning Explanations to Prevent Overtrust in Fake News Detection.
S Mohseni, F Yang, SK Pentyala, M Du, Y Liu, N Lupfer, X Hu, S Ji, ...
ICWSM, 421-431, 2021
Block, and Eric D Ragan. 2018. A human-grounded evaluation benchmark for local explanations of machine learning
S Mohseni, E Jeremy
arXiv preprint arXiv:1801.05075, 2020
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
Synthesis of aperiodic linear antenna arrays based on competition over resources optimization
R Gholami, B Zakeri, S Mohseni, H Abedi
2014 IEEE Asia-Pacific Conference on Applied Electromagnetics (APACE), 171-174, 2014
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