Sherin M. Mathews

“Am I your sibling?” Inferring kinship cues from facial image pairs

Kenneth E. Barner, Chandra Kambhamettu, Sherin M. Mathews, 2015, 2015 49th Annual Conference on Information Sciences and Systems (CISS).

Centralized class specific dictionary learning for wearable sensors based physical activity recognition

Kenneth E. Barner, Chandra Kambhamettu, Sherin M. Mathews, 2017, 2017 51st Annual Conference on Information Sciences and Systems (CISS).

A novel application of deep learning for single-lead ECG classification

Kenneth E. Barner, Chandra Kambhamettu, Sherin M. Mathews, 2018, Comput. Biol. Medicine.

Explainable Artificial Intelligence Applications in NLP, Biomedical, and Malware Classification: A Literature Review

Sherin M. Mathews, 2019, Advances in Intelligent Systems and Computing.

Maximum Correntropy Based Dictionary Learning Framework for Physical Activity Recognition Using Wearable Sensors

Kenneth E. Barner, Chandra Kambhamettu, Sherin M. Mathews, 2016, ISVC.

Leveraging a discriminative dictionary learning algorithm for single-lead ECG classification

Kenneth E. Barner, Luisa F. Polania, Luisa F. Polanía, 2015, 2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC).

Dictionary and deep learning algorithms with applications to remote health monitoring systems

Sherin M. Mathews, 2017 .

An explainable deepfake detection framework on a novel unconstrained dataset

Sherin M. Mathews, Celeste Fralick, Shivangee Trivedi, 2023, Complex & Intelligent Systems.