Concepedia

Sherin Mary Mathews

SM

Statistics

Publications

4

Citations

366

H-Index

4

Active since

2015

Affiliations

University of Delaware(Current)

Sherin Mary Mathews is an author at University of Delaware specializing in data science, machine learning, and engineering.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePattern RecognitionBiometricsDeep LearningImage AnalysisMachine VisionSignal Processing

Publications per year

2015–2023

4

Publications

4

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

Sherin Mary Mathews, Chandra Kambhamettu, Kenneth E. Barner · Computers in Biology and Medicine · 2018 · 310 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +6

An explainable deepfake detection framework on a novel unconstrained dataset

Sherin Mary Mathews, Shivangee Trivedi, Amanda M. House et al. · Complex & Intelligent Systems · 2023 · 27 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

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

Sherin Mary Mathews, Luisa F. Polanía, Kenneth E. Barner · 2015 · 18 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +22

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

Sherin Mary Mathews, Chandra Kambhamettu, Kenneth E. Barner · 2017 · 11 citations

Wearable System, Physical Activity, Synthesis Dictionary +24

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