Sina Mohseni

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Topics

Machine Learning

Autonomous Vehicles

Recognition Algorithm

Facial Expression Recognition

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Sina Mohseni, Haotao Wang, Chaowei Xiao, Zhiding Yu, Zhangyang Wang, Jay Yadawa
Taxonomy of Machine Learning Safety: A Survey and Primer. ACM Comput. Surv. 55 (8) (2023)
Sina Mohseni, Arash Vahdat, Jay Yadawa
Shifting Transformation Learning for Robust Out-of-Distribution Detection. BMVC (2022)
Mousalreza Faramarzi Palangar, Sina Mohseni, Mohammad Mirzaie, Amin Mahmoudi
Designing an Automatic Detector Device to Diagnose Insulator State on Overhead Distribution Lines. IEEE Trans. Ind. Informatics 18 (2) (2022)
Mousalreza Faramarzi Palangar, Sina Mohseni, Ahmed Abu-Siada, Mohammad Mirzaie
Online Condition Monitoring of Overhead Insulators Using Pattern Recognition Algorithm. IEEE Trans. Instrum. Meas. 71 (2022)
Sina Mohseni, Fan Yang, Shiva K. Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric D. Ragan
Machine Learning Explanations to Prevent Overtrust in Fake News Detection. ICWSM (2021)
Sina Mohseni, Arash Vahdat, Jay Yadawa
Multi-task Transformation Learning for Robust Out-of-Distribution Detection. CoRR (2021)
Sina Mohseni, Niloofar Zarei, Eric D. Ragan
A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Sina Mohseni, Jeremy E. Block, Eric D. Ragan
Quantitative Evaluation of Machine Learning Explanations: A Human-Grounded Benchmark. IUI (2021)
Sina Mohseni, Haotao Wang, Zhiding Yu, Chaowei Xiao, Zhangyang Wang, Jay Yadawa
Practical Machine Learning Safety: A Survey and Primer. CoRR (2021)
Sina Mohseni, Fan Yang, Shiva K. Pentyala, Mengnan Du, Yi Liu, Nic Lupfer, Xia Hu, Shuiwang Ji, Eric D. Ragan
Machine Learning Explanations to Prevent Overtrust in Fake News Detection. CoRR (2020)
Sina Mohseni, Mandar Pitale, Vasu Singh, Zhangyang Wang
Practical Solutions for Machine Learning Safety in Autonomous Vehicles. SafeAI@AAAI (2020)
Sina Mohseni, Mandar Pitale, J. B. S. Yadawa, Zhangyang Wang
Self-Supervised Learning for Generalizable Out-of-Distribution Detection. AAAI (2020)
Sina Mohseni, Mandar Pitale, Vasu Singh, Zhangyang Wang
Practical Solutions for Machine Learning Safety in Autonomous Vehicles. CoRR (2019)
Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu
XFake: Explainable Fake News Detector with Visualizations. CoRR (2019)
Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu
XFake: Explainable Fake News Detector with Visualizations. WWW (2019)
Sina Mohseni, Eric D. Ragan, Xia Hu
Open Issues in Combating Fake News: Interpretability as an Opportunity. CoRR (2019)
Mahsan Nourani, Samia Kabir, Sina Mohseni, Eric D. Ragan
The Effects of Meaningful and Meaningless Explanations on Trust and Perceived System Accuracy in Intelligent Systems. HCOMP (2019)
Sina Mohseni, Akshay Jagadeesh, Zhangyang Wang
Predicting Model Failure using Saliency Maps in Autonomous Driving Systems. CoRR (2019)
Sina Mohseni
Toward Design and Evaluation Framework for Interpretable Machine Learning Systems. AIES (2019)
Sina Mohseni, Andrew Pachuilo, Ehsanul Haque Nirjhar, Rhema Linder, Alyssa M. Pena, Eric D. Ragan
Analytic Provenance Datasets: A Data Repository of Human Analysis Activity and Interaction Logs. CoRR (2018)
Sina Mohseni, Eric D. Ragan
A Human-Grounded Evaluation Benchmark for Local Explanations of Machine Learning. CoRR (2018)
Sina Mohseni, Niloofar Zarei, Eric D. Ragan
A Survey of Evaluation Methods and Measures for Interpretable Machine Learning. CoRR (2018)
Sina Mohseni, Eric D. Ragan
Combating Fake News with Interpretable News Feed Algorithm. CoRR (2018)
Sina Mohseni, Alyssa M. Pena, Eric D. Ragan
ProvThreads: Analytic Provenance Visualization and Segmentation. CoRR (2018)
Hajar Abedi, Reza Gholami, Bijan Zakeri, Sina Mohseni
Competition over resources algorithm and its application for planar array pattern synthesis. IST (2016)
Sina Mohseni, Niloofar Zarei, Ehsan Miandji, Gholamreza Ardeshir
Facial Expression Recognition Using Facial Graph. FFER@ICPR (2014)
Sina Mohseni, Reza Gholami, Niloofar Zarei, Arash Roomi Zadeh
Competition over Resources: A New Optimization Algorithm Based on Animals Behavioral Ecology. INCoS (2014)
Sina Mohseni, Niloofar Zarei, Saba Ramazani
Facial expression recognition using anatomy based facial graph. SMC (2014)