Concepedia

Umang Gupta

UG

14

Publications

930

Citations

13

H-Index

2013

Active since

Affiliations

University of Southern California(Current)

Indian Institute of Technology Delhi

Carnegie Mellon University

Umang Gupta is an author at University of Southern California specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningSocial SciencesText MiningDeep LearningComputer ScienceKnowledge DiscoveryPattern RecognitionNatural Language Processing

Publications per year

2013–2024

14

Publications

14

Understanding Emotions in Text Using Deep Learning and Big Data

Ankush Chatterjee, Umang Gupta, Manoj Kumar Chinnakotla et al. · Computers in Human Behavior · 2018 · 372 citations

Natural Language Processing, Engineering, Data Science +10

Deep Generative Dual Memory Network for Continual Learning

Nitin Kamra, Umang Gupta, Yan Liu · arXiv (Cornell University) · 2017 · 124 citations · Full text

Continual Learning, Generative System, Engineering +15

StockNet—GRU based stock index prediction

Umang Gupta, Vandana Bhattacharjee, Partha Sarathi Bishnu · Expert Systems with Applications · 2022 · 118 citations

Financial Analytics, Engineering, Data Science +9

A Sentiment-and-Semantics-Based Approach for Emotion Detection in Textual Conversations

Umang Gupta, Ankush Chatterjee, Radhakrishnan Srikanth et al. · arXiv (Cornell University) · 2017 · 82 citations · Full text

Engineering, Machine Learning, Communication +20

Secure neuroimaging analysis using federated learning with homomorphic encryption

Dimitris Stripelis, Hamza Saleem, Tanmay Ghai et al. · 2021 · 60 citations

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