Ministry of Education
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Dr Deva Hema D

vidwan id: 567224
Female

Assistant Professor, Department of Computer Science and Engineering - KTR
S R M Institute of Science & Technology, Chennai

Google Scholar Icon 57207246344 Researcher Icon ABB-3783-2021

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 14
Books 0
Proceedings 0

Publications

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Scopus

Citations 112
h-index 6

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Citations 0
h-index 0
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Professional Recognition

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Community & Membership

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Bio

Artificial Intelligence-Deep Learning, Machine Learning And Computer Vision

Personal Details

  • Female
  • Assistant Professor , S R M Institute of Science & Technology, Chennai
  • Department of Computer Science and Engineering - KTR, SRM Institute of Science and Technology
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Assistant Professor Jun 2013 – Present
S R M Institute of Science & Technology, Chennai | Department of Computer Science and Engineering - KTR

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Scholarly Work

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Scholarly Publications

Decision Support System based on Industry 5.0 in Artificial Intelligence

Open Access
Article
International Journal of Intelligent Systems and Applications in Engineering. Year: 2024. Volume: 12 , Issue: 15s , Pages: 172-178 .
Authors: Srinivasan S.;Deva Hema D.;Singaram B.;Praveena D.;Kishore Mohan K.B.;Preetha M.
28

Efficient Collision Risk Prediction Model for Autonomous Vehicle Using Novel Optimized LSTM Based Deep Learning Framework

Open Access
Article
International Journal of Intelligent Transportation Systems Research. Year: 2024. Volume: 22 , Issue: 2 , Pages: 352-362 .
Authors: Deva Hema D.;Rajeeth Jaison T.
DOI 10.1007/s13177-024-00399-z

Maximizing Crop Yield: Crop Yield Prediction using Advanced ML Algorithms

Open Access
Conference Paper
Year: 2024.
Authors: Nitin N.N.;Srikar R.S.;Dileep P.;Deva Hema D.
DOI 10.1109/ACCAI61061.2024.10601735

Novel optimised deep learning approach for an efficient traffic state prediction based on CAE-ICCDCS-GRU model

Open Access
Article
International Journal of Bio-Inspired Computation. Year: 2024. Volume: 23 , Issue: 2 , Pages: 80-98 .
Authors: Hema D.D.;Kumar K.A.
DOI 10.1504/IJBIC.2024.136747

Optimized Deep Neural Network Based Intelligent Decision Support System for Traffic State Prediction

Open Access
Article
International Journal of Intelligent Transportation Systems Research. Year: 2023. Volume: 21 , Issue: 1 , Pages: 26-35 .
Authors: Deva Hema D.;Kumar K.A.
DOI 10.1007/s13177-022-00332-2
6

Levenberg–Marquardt –LSTM based Efficient Rear-end Crash Risk Prediction System Optimization

Open Access
Article
International Journal of Intelligent Transportation Systems Research. Year: 2022. Volume: 20 , Issue: 1 , Pages: 132-141 .
Authors: Hema D.D.;Kumar K.A.
DOI 10.1007/s13177-021-00273-2
11

Novel algorithm for multivariate time series crash risk prediction using CNN-ATT-LSTM model

Open Access
Article
Journal of Intelligent and Fuzzy Systems. Year: 2022. Volume: 43 , Issue: 4 , Pages: 4201-4213 .
Authors: Deva Hema D.;Ashok Kumar K.
DOI 10.3233/JIFS-211775
12

An Efficient Two Layer Framework for Tour Sense Recommendation

Open Access
Conference Paper
ECS Transactions. Year: 2022. Volume: 107 , Issue: 1 , Pages: 4913-4923 .
Authors: Hema D.D.;Soundrya S.;Kumaran B.;Harini V.
DOI 10.1149/10701.4913ecst
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