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

Artificial IntelligenceEngineeringMachine LearningMultidisciplinary AiIntelligent Systems +19

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

Sina Mohseni, Mandar Pitale, JBS Yadawa, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkAnomaly DetectionMachine LearningEngineeringOod Samples +16

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

Mahsan Nourani, Samia Kabir, Sina Mohseni, +1

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Artificial IntelligenceEngineeringMachine LearningBehavioral Decision MakingTrust Management Architecture +29

XFake: Explainable Fake News Detector with Visualizations

Fan Yang, Shiva Pentyala, Sina Mohseni, +6

Fake NewsEngineeringInformation ForensicsMisinformationCorpus Linguistics +16

A Survey of Evaluation Methods and Measures for Interpretable Machine Learning

Sina Mohseni, Niloofar Zarei, Eric D. Ragan

arXiv (Cornell University)

Natural Language ProcessingArtificial IntelligenceInterpretable Machine LearningEngineeringMachine Learning +12

Practical Solutions for Machine Learning Safety in Autonomous Vehicles

Sina Mohseni, Mandar Pitale, Vasu Singh, +1

arXiv (Cornell University)

Artificial IntelligenceAi ReliabilityEngineering SafetyMachine Learning SafetyMachine Learning +11

A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning

Sina Mohseni

arXiv (Cornell University)

Artificial IntelligenceLanguage GroundingEngineeringMachine LearningModel Saliency Explanations +23

Quantitative Evaluation of Machine Learning Explanations: A Human-Grounded Benchmark

Sina Mohseni, Jeremy E. Block, Eric D. Ragan

Artificial IntelligenceEngineeringMachine LearningModel Saliency ExplanationsNatural Language Processing +16

Competition over Resources: A New Optimization Algorithm Based on Animals Behavioral Ecology

Sina Mohseni, Reza Gholami, Niloofar Zarei, +1

New Optimization AlgorithmForagingEngineeringGenetic AlgorithmsFitness +13

Promising memristive behavior in MoS2–MoO2–MoO3 scalable composite thin films

Loghman Jamilpanah, Iman Khademi, J. Shoa e Gharehbagh, +1

Journal of Alloys and Compounds

Materials ScienceEngineeringOxide ElectronicsMemristive BehaviorOxide Semiconductors +3