Sina Mohseni

A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems

Sina Mohseni, Niloofar Zarei, Eric D. Ragan · ACM Transactions on Interactive Intelligent Systems · 2021 · 172 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Self-Supervised Learning for Generalizable Out-of-Distribution Detection

Sina Mohseni, Mandar Pitale, JBS Yadawa et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 148 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +18

The Effects of Meaningful and Meaningless Explanations on Trust and Perceived System Accuracy in Intelligent Systems

Mahsan Nourani, Samia Kabir, Sina Mohseni et al. · Proceedings of the AAAI Conference on Human Computation and Crowdsourcing · 2019 · 102 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +31

XFake: Explainable Fake News Detector with Visualizations

Fan Yang, Shiva Pentyala, Sina Mohseni et al. · 2019 · 99 citations · Full text

Fake News, Engineering, Information Forensics +18

A Survey of Evaluation Methods and Measures for Interpretable Machine Learning

Sina Mohseni, Niloofar Zarei, Eric D. Ragan · arXiv (Cornell University) · 2018 · 65 citations · Full text

Natural Language Processing, Artificial Intelligence, Interpretable Machine Learning +14