Sina Mohseni

According to our database, Sina Mohseni authored at least 25 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Taxonomy of Machine Learning Safety: A Survey and Primer.

Sina Mohseni, Haotao Wang, Chaowei Xiao, Zhiding Yu, Zhangyang Wang, Jay Yadawa

ACM Comput. Surv., 2023

2022

Online Condition Monitoring of Overhead Insulators Using Pattern Recognition Algorithm.

Mousalreza Faramarzi Palangar, Sina Mohseni, Ahmed Abu-Siada, Mohammad Mirzaie

IEEE Trans. Instrum. Meas., 2022

Designing an Automatic Detector Device to Diagnose Insulator State on Overhead Distribution Lines.

Mousalreza Faramarzi Palangar, Sina Mohseni, Mohammad Mirzaie, Amin Mahmoudi

IEEE Trans. Ind. Informatics, 2022

Shifting Transformation Learning for Robust Out-of-Distribution Detection.

Sina Mohseni, Arash Vahdat, Jay Yadawa

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

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

Sina Mohseni, Niloofar Zarei, Eric D. Ragan

ACM Trans. Interact. Intell. Syst., 2021

Practical Machine Learning Safety: A Survey and Primer.

Sina Mohseni, Haotao Wang, Zhiding Yu, Chaowei Xiao, Zhangyang Wang, Jay Yadawa

CoRR, 2021

Multi-task Transformation Learning for Robust Out-of-Distribution Detection.

Sina Mohseni, Arash Vahdat, Jay Yadawa

CoRR, 2021

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

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

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Machine Learning Explanations to Prevent Overtrust in Fake News Detection.

Sina Mohseni, Fan Yang, Shiva K. Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric D. Ragan

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

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

Sina Mohseni, Mandar Pitale, J. B. S. Yadawa, Zhangyang Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Practical Solutions for Machine Learning Safety in Autonomous Vehicles.

Sina Mohseni, Mandar Pitale, Vasu Singh, Zhangyang Wang

Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019

Predicting Model Failure using Saliency Maps in Autonomous Driving Systems.

Sina Mohseni, Akshay Jagadeesh, Zhangyang Wang

CoRR, 2019

Open Issues in Combating Fake News: Interpretability as an Opportunity.

Sina Mohseni, Eric D. Ragan, Xia Hu

CoRR, 2019

XFake: Explainable Fake News Detector with Visualizations.

Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu

Proceedings of the World Wide Web Conference, 2019

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

Mahsan Nourani, Samia Kabir, Sina Mohseni, Eric D. Ragan

Proceedings of the Seventh AAAI Conference on Human Computation and Crowdsourcing, 2019

Toward Design and Evaluation Framework for Interpretable Machine Learning Systems.

Sina Mohseni

Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018

Combating Fake News with Interpretable News Feed Algorithm.

Sina Mohseni, Eric D. Ragan

CoRR, 2018

A Survey of Evaluation Methods and Measures for Interpretable Machine Learning.

Sina Mohseni, Niloofar Zarei, Eric D. Ragan

CoRR, 2018

ProvThreads: Analytic Provenance Visualization and Segmentation.

Sina Mohseni, Alyssa M. Pena, Eric D. Ragan

CoRR, 2018

Analytic Provenance Datasets: A Data Repository of Human Analysis Activity and Interaction Logs.

Sina Mohseni, Andrew Pachuilo, Ehsanul Haque Nirjhar, Rhema Linder, Alyssa M. Pena, Eric D. Ragan

CoRR, 2018

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

Sina Mohseni, Eric D. Ragan

CoRR, 2018

2016

Competition over resources algorithm and its application for planar array pattern synthesis.

Hajar Abedi, Reza Gholami, Bijan Zakeri, Sina Mohseni

Proceedings of the 8th International Symposium on Telecommunications, 2016

2014

Facial expression recognition using anatomy based facial graph.

Sina Mohseni, Niloofar Zarei, Saba Ramazani

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

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

Sina Mohseni, Reza Gholami, Niloofar Zarei, Arash Roomi Zadeh

Proceedings of the 2014 International Conference on Intelligent Networking and Collaborative Systems, 2014

Facial Expression Recognition Using Facial Graph.

Sina Mohseni, Niloofar Zarei, Ehsan Miandji, Gholamreza Ardeshir

Proceedings of the Face and Facial Expression Recognition from Real World Videos, 2014