Ministry of Education
Sreeja M U
VIDWAN ID: 594880

Dr Sreeja M U

Female Doctor of Philosophy
Assistant Professor (Grade-II) | Department of Computer Science and Engineering
Indian Institute of Information Technology, Kottayam
Kerala
Expertise: Computer Science Software Engineering
ORCID 0000-0002-9290-2284 Scopus 35367200400 ResearcherID AAW-2444-2021
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21 Publications
0 Projects
129 Scopus Citations
102 CrossRef
2 Years 9 Months Total Experience
Publications
21 Total
Articles
11
Chapters
1
Proceedings
9
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Scopus Scopus
129 Citations
7 h-index
CrossRef CrossRef
102 Citations
6 h-index
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Personal Details

Doctor of Philosophy
N/A
Assistant Professor (Grade-II)
Dec 2023 – Present
Indian Institute of Information Technology, Kottayam | Department of Computer Science and Engineering
Engineering and Technology
Computer Science Software Engineering

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Scholarly Publications

A multi-stage deep adversarial network for video summarization with knowledge distillation

Journal Article
Journal of Ambient Intelligence and Humanized Computing. Year: 2023. Volume: 14 , Issue: 8 , Pages: 9823-9838 .
Authors: M. U. Sreeja; Binsu C. Kovoor
DOI 10.1007/s12652-021-03641-8 Crossref Crossref: 22 Scopus Scopus: 24

Road Accident Detection from CCTV Footages using Deep Learning

Conference Paper
Year: 2022. Pages: 1354-1361 .
Authors: Abhiramy Ajith; Abin Oommen Philip; Sreela Sreedhar; M U Sreeja
DOI 10.1109/ICOSEC54921.2022.9951920 Crossref Crossref: 3 Scopus Scopus: 3

A Deep Convolutional Model for Heart Disease Prediction based on ECG Data with Explainable AI

Open Access
Journal Article
WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS. Year: 2023. Volume: 20 , Pages: 254-264 .
Authors: Sreeja M. U.; Supriya M. H.
DOI 10.37394/23209.2023.20.29 Crossref Crossref: 7 Scopus Scopus: 11

Green dream: A deep learning based real-time model for automatic waste segregation from video streams

Conference Paper
Year: 2023. Volume: 2773 .
Authors: Prince Puthussery; Nikhita Mariam Cherian; T. K. Gokul Kiran; M. U. Sreeja; Abin Oommen Philip
DOI 10.1063/5.0138792 Crossref Crossref: 2 Scopus Scopus: 6

Exploratory data analysis of Indian Premier League (IPL)

Conference Paper
Year: 2023. Volume: 2773 .
Authors: M. K. Manju; Abin Oommen Philip; M. U. Sreeja
DOI 10.1063/5.0138651 Crossref Crossref: 1 Scopus Scopus: 1

Autotrack: a framework for query-based vehicle tracking and retrieval from CCTV footages using machine learning at the edge

Journal Article
International Journal of Information Technology. Year: 2023. Volume: 15 , Issue: 7 , Pages: 3827-3837 .
Authors: Sreela Sreedhar; Abin Oommen Philip; M. U. Sreeja
DOI 10.1007/s41870-023-01415-3 Crossref Crossref: 6 Scopus Scopus: 8

Deep Learning based Weed Detection and Classification for Smart Farming

Conference Paper
Year: 2024.
Authors: Kavya Raj; Sreeja M U
DOI 10.1109/UPCON62832.2024.10983703

Towards explainability in artificial intelligence frameworks for heartcare: A comprehensive survey

Open Access
Review
Journal of King Saud University Computer and Information Sciences. Year: 2024. Volume: 36 , Issue: 6 .
Authors: M.U. Sreeja; Abin Oommen Philip; M.H. Supriya
DOI 10.1016/j.jksuci.2024.102096 Crossref Crossref: 8 Scopus Scopus: 10
Showing 1 to 8 of 21 publications