Ministry of Education
Manik Gupta
VIDWAN ID: 230741

Prof Manik Gupta

Female Doctor of Philosophy
Associate Professor | Department of Computer Science and Information Systems
Birla Institute of Technology & Sciences, Pilani
Telangana
Expertise: Computer Science Information Systems
ORCID 0000-0002-4977-4299 Scopus 57756887900 Google Scholar oQ80xMMAAAAJ
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59 Publications
0 Projects
362 Scopus Citations
343 CrossRef
7 Years 2 Months Total Experience
Publications
59 Total
Articles
28
Chapters
1
Proceedings
30
Activity

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Scopus Scopus
362 Citations
11 h-index
CrossRef CrossRef
343 Citations
10 h-index
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Personal Details

Doctor of Philosophy
N/A
Master of Technology
Indian Institute of Technology, Indore
Associate Professor
Jan 2023 – Present
Birla Institute of Technology & Sciences, Pilani | Department of Computer Science and Information Systems
Assistant Professor
Jul 2019 – Dec 2022
Birla Institute of Technology & Sciences, Pilani | Department of Computer Science and Information Systems
Engineering and Technology
Computer Science Information Systems

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Scholarly Work

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Scholarly Publications

Data programming enabled weak supervised labeling for ECG time series

Journal Article
Biomedical Signal Processing and Control. Year: 2024. Volume: 87 .
Authors: Priyanka Gupta; Saandra Nandakumar; Manik Gupta; Ganapati Panda
DOI 10.1016/j.bspc.2023.105540 Crossref Crossref: 10 Scopus Scopus: 11

Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions

Journal Article
Internet of Things. Year: 2024. Volume: 28 .
Authors: Harsha Varun Marisetty; Nida Fatima; Manik Gupta; Paresh Saxena
DOI 10.1016/j.iot.2024.101375 Crossref Crossref: 3 Scopus Scopus: 3

An active learning enhanced data programming (ActDP) framework for ECG time series

Open Access
Journal Article
Machine Learning: Science and Techonology. Year: 2024. Volume: 5 , Issue: 3 .
Authors: Priyanka Gupta; Manik Gupta; Vijay Kumar
DOI 10.1088/2632-2153/ad5fda Crossref Crossref: 5 Scopus Scopus: 7

Deceiving supervised machine learning models via adversarial data poisoning attacks: a case study with USB keyboards

Journal Article
International Journal of Information Security. Year: 2024. Volume: 23 , Issue: 3 , Pages: 2043-2061 .
Authors: Anil Kumar Chillara; Paresh Saxena; Rajib Ranjan Maiti; Manik Gupta; Raghu Kondapalli; Zhichao Zhang; Krishnakumar Kesavan
DOI 10.1007/s10207-024-00834-y Crossref Crossref: 10 Scopus Scopus: 11

Special Issue Editorial on “The Innovative Use of Data Science to Transform How We Work and Live”

Open Access
Editorial
Data Science and Engineering. Year: 2024. Volume: 9 , Issue: 1 , Pages: 3-4 .
Authors: Yee Ling Boo; Manik Gupta; Weijia Zhang; Philippe Fournier-Viger
DOI 10.1007/s41019-024-00247-w Scopus Scopus: 1

GRadient sharing A3C for Adaptive Bitrate (GRAAB): A DRL Based Approach for Adaptive Video Streaming

Conference Paper
Year: 2024. Pages: 114-119 .
Authors: Mandan Naresh; Paresh Saxena; Manik Gupta
DOI 10.1109/ICOIN59985.2024.10572060 Scopus Scopus: 1

A Comparative Study of Few-Shot Learning Methods for 1-D ECG Time-series Classification

Conference Paper
Year: 2024. Pages: 604-611 .
Authors: Priyanka Gupta; Arunachala Amuda Murugan; Deep Chordia; Pavan Kumar Reddy Yannam; Manik Gupta
DOI 10.1109/ICHI61247.2024.00097 Crossref Crossref: 2 Scopus Scopus: 2

An ANN based model to analyze metropolitan growth around Melbourne, Australia

Conference Paper
Year: 2024. Pages: 4710-4713 .
Authors: Ravi Bhushan; Nagadhanush K. V; Manik Gupta; Lavanya Suresh; Timothy Clune
DOI 10.1109/IGARSS53475.2024.10642083 Crossref Crossref: 1
Showing 1 to 8 of 59 publications