Ministry of Education
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Ms Shivani Desai

vidwan id: 348727
Female

Assistant Professor, Department of Computer Science and Engineering
Institute of Technology, Nirma University

Orchid Icon 0000-0002-0810-3931 Google Scholar Icon 57221014684 Researcher Icon HKM-6406-2023 Google Scholar Icon qeAV-_MAAAAJ

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 24
Books 0
Proceedings 0

Publications

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Scopus

Citations 98
h-index 5

CrossRef

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Citations 23
h-index 3
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Professional Recognition

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Community & Membership

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Bio

Artificial Intelligence

Personal Details

  • Female
  • Assistant Professor , Institute of Technology, Nirma University
  • Nirma University S.G. Highway
MTECH
NIRMA University, Ahmedabad 2012
Assistant Professor Jul 2012 – Present
Institute of Technology, Nirma University | Department of Computer Science and Engineering

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Co-Authors (8)

Ankit

Dr Ankit Thakkar

Institute of Technology, Nirma University

Anuja

Ms Anuja Nair

Institute of Technology, Nirma University

Hitesh

Dr Hitesh Chhinkaniwala

Adani University

Lata

Dr Lata Gohil

Institute of Technology, Nirma University

Rebakah

Dr Rebakah Geddam

Institute of Technology, Nirma University

Rajesh

Dr Rajesh Gupta

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Sudeep

Dr Sudeep Tanwar

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Dr Tarjni Vyas

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Scholarly Work

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Scholarly Publications

An Empirical Analysis of Diffusion, Autoencoders, and Adversarial Deep Learning Models for Predicting Dementia Using High-Fidelity MRI

Open Access
Article
IEEE Access. Year: 2024. Volume: 12 , Pages: 131231-131243 .
Authors: Gajjar P.;Garg M.;Desai S.;Chhinkaniwala H.;Sanghvi H.A.;Patel R.H.;Gupta S.;Pandya A.S.
DOI 10.1109/ACCESS.2024.3354724

Reinforcement Learning-based Optimized Driving Behaviour Framework for Autonomous Vehicles in Intelligent Transportation System

Open Access
Conference Paper
Year: 2024.
Authors: Jash K.G.;Patel J.;Gupta R.;Jadav N.K.;Tanwar S.;Desai S.
DOI 10.1109/ICEECT61758.2024.10739324

Denoising Lunar Hyperspectral Images Using CNN with Skip Connections

Open Access
Conference Paper
Year: 2024. Pages: 398-401 .
Authors: Mesariya U.;Shah A.;Nair A.;Vyas T.;Desai S.;Tanwar S.
DOI 10.1109/SPACE63117.2024.10667656

Unsupervised Hyperspectral Image Segmentation: A Novel 3-Dimensional Clustering Methodology

Open Access
Conference Paper
Year: 2024. Pages: 136-139 .
Authors: Avasthi K.;Vakharia M.;Chokshi A.;Nair A.;Vyas T.;Desai S.;Tanwar S.
DOI 10.1109/SPACE63117.2024.10668388

A SURVEY ON AI-BASED PARKINSON DISEASE DETECTION: TAXONOMY, CASE STUDY, AND RESEARCH CHALLENGES

Open Access
Article
Year: 2024. Volume: 25 , Issue: 3 , Pages: 1402-1423 .
Authors: Desai S.;Patel D.;Patel K.;Patel A.;Jadav N.K.;Tanwar S.;Chhikaniwala H.
DOI 10.12694/SCPE.V25I3.2776
1

Enhancing Parkinson's Disease Diagnosis through Deep Learning-Based Classification of 3D MRI Images

Open Access
Conference Paper
Procedia Computer Science. Year: 2024. Volume: 235 , Pages: 201-213 .
Authors: Desai S.;Chhinkaniwala H.;Shah S.;Gajjar P.
DOI 10.1016/j.procs.2024.04.023

CNN and Bidirectional GRU-Based Heartbeat Sound Classification Architecture for Elderly People

Open Access
Article
Year: 2023. Volume: 11 , Issue: 6 .
Authors: Yadav H.;Shah P.;Gandhi N.;Vyas T.;Nair A.;Desai S.;Gohil L.;Tanwar S.;Sharma R.;Marina V.;Raboaca M.S.
DOI 10.3390/math11061365
13

Deep Q-Network-based Stock Market Optimization for improving Stock Trends

Open Access
Conference Paper
Year: 2023.
Authors: Bhardwaj D.;Kanjiya A.;Jadav N.K.;Desai S.;Tanwar S.
DOI 10.1109/INCOFT60753.2023.10425365