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Ananya Sen Gupta
500 Points

Contributions by role

Editor 500

Contributions by subject area

Artificial Intelligence
Computer Vision
Data Mining and Machine Learning
Data Science
Neural Networks
Human-Computer Interaction
Algorithms and Analysis of Algorithms
Optimization Theory and Computation

Ananya Sen Gupta


Summary

Ananya Sen Gupta received her PhD from the University of Illinois in 2006, spent a significant part of her research career (2008-2012) at the Woods Hole Oceanographic Institution, and is currently an Assistant Professor in Electrical and Computer Engineering.

She leads and directs multiple research grants focused computational innovations for shallow water acoustic communications, sonar target classification, and more generally, dynamic environmental sensing. Her algorithms have also been applied towards petroleum forensics, air pollution studies, tracking whistler-mode chorus emissions in the Van Allen radiation Belts, escaping local ion populations against solar wind in the Martian ionosphere, as well for separation of reaction wheel signature from magnetometer measurements in the e-POP spacecraft.

Her research for her Iowa EPSCoR project was featured in the ISGC 2015-2016 STIMULI EPsCOR report distributed to Congress. She has also received a collegiate-level teaching excellence award in 2015, three mentor awards from the Iowa Space Grant Consortium in 2016, 2017 and 2019, and a career mentor award from University of Iowa. Dr. Sen Gupta has served as a guest editor for the IEEE Journal of Oceanic Engineering and currently serves as an Associate Editor for IEEE Access, co-chair of the Technical Committee for Data Analytics, Integration and Modeling for IEEE Ocean Engineering Society, and a committee member for the Oceans chapter of IEEE Planet Positive 2030 effort.

Algorithms & Analysis of Algorithms Chemometrics Computer Vision Spatial & Geographic Information Systems Visual Analytics

Past or current institution affiliations

University of Iowa

Work details

Assistant Professor

University of Iowa
Department of Electrical and Computer Engineering
Dr. Sen Gupta’s research interests lie in the nexus of signal processing, pattern recognition and knowledge discovery, with emphasis on remote sensing in high-noise, high-clutter and highly dynamic environments. She specializes in harnessing classic signals theory with current state-of-the-art in machine cognition to extract scientifically relevant information from field measurements corrupted by structured background interference.

Websites

  • Google Scholar
  • Ananya Sen Gupta Research Group

PeerJ Contributions

  • Edited 4

Academic Editor on

March 6, 2025
Enhanced mutation strategy based differential evolution for global optimization problems
Pawan Mishra, Musrrat Ali, Pooja, Safiqul Islam
https://doi.org/10.7717/peerj-cs.2696
September 27, 2023
Class incremental learning of remote sensing images based on class similarity distillation
Mingge Shen, Dehu Chen, Silan Hu, Gang Xu
https://doi.org/10.7717/peerj-cs.1583
September 14, 2023
FFENet: frequency-spatial feature enhancement network for clothing classification
Feng Yu, Huiyin Li, Yankang Shi, Guangyu Tang, Zhaoxiang Chen, Minghua Jiang
https://doi.org/10.7717/peerj-cs.1555
January 18, 2023
A filter design for T-S fuzzy systems based on moving horizon estimator with measurement noise
Hui Gao, Yixuan Wang, Jing Hu
https://doi.org/10.7717/peerj-cs.1208