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Dr Sowmya V

vidwan id: 502749
Female

Assistant Professor - Selection Grade,
Amrita Vishwa Vidyapeetham, Coimbatore

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 193
Books 0
Proceedings 0

Publications

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Professional Recognition

2008

PG Merit Scholarship for University Rank Holders

UGC
2010

University Rank Holder (M.Tech)

Amrita Vishwa Vidyapeetham
2016

Young Women Achiever

Venus International
2018

Young Women Educator and Researcher

National Foundation for Entrepreneurship Development (NFED)
2018

Best Young Researcher Award

Integrated Intelligent Research Groups
2018

Excellence in Research for the academic year 2016-2017

Amrita Vishwa Vidyapeetham
2019

Best Engineering College Teacher

Society for Engineering Education Enrichment (SEEE)
2019

"Bharat Excellence” and “Best Indian Global Personalities"

Friendship Forum of India
2021

Dr.S.Radhakrishnan Bharat Shiksha Award

Bharat Shiksha
2021

National Women Excellence Award

National Academy for Education,
2021

Contribution to Student Development (Continuing Excellence in Teaching) Award

Education Excellence Awards
2021

Chancellor’s Publication Exellence in Research

Amrita Vishwa Vidyapeetham
2023

Pride of Indian Women Excellence Award 2023

Dr APJ Abdul Kalam Skill Development Center
2023

Outstanding Researcher Award 2023

Amrita Vishwa Vidyapeetham
2024

Chancellor’s Publication Excellence and Publication Merit

Amrita Vishwa Vidyapeetham

Community & Membership

2024

Board of Studies - M. Tech (Data Science)

Member
2022

Board of Studies - B. Tech (Artificial Intelligence and Data Science)

Member
2019

Board of Studies - B. Tech (CSE-Artificial Intelligence)

Member
2024

Campus Level Post Graduate Program

Member
2023

Research Committee - School of Artificial Intelligence

Member
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Bio

Artificial Intelligence for Healthcare Data Analysis, Machine Learning and Deep Learning Algorithms for Signal and Image Analysis.

Personal Details

  • Female
  • Assistant Professor - Selection Grade , Amrita Vishwa Vidyapeetham, Coimbatore
  • Amrita University, Ettimadai, Tamil Nadu, India
Ph.D.
Other Institute 2018
Assistant Professor - Selection Grade Jul 2011 – Present
Amrita Vishwa Vidyapeetham, Coimbatore

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Chandigarh University

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Prof Rakesh Kumar

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Scholarly Work

Screening, Diagnosing and Staging of Retinpoathy of Prematurity in Preterm and Low Birth Weight Infants using AI

Funding Agency: ICMR

Co-PI

9,253,911

2024 - Ongoing

Ongoing
Development and Implementation of a robust pre-processing technique for detection improvement in Passive SONAR

Funding Agency: NPOL, Kochi

PI

944,000

2020 - 2022

Completed
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Scholarly Publications

Open Set Domain Adaptation for Classification of Dynamical States in Nonlinear Fluid Dynamical Systems

Open Access
journal-article
Authors: Akshay S.; Gopalakrishnan E.A.; Sowmya V.; Venkatramani J.; Tripathi D.; Prasad J.S.; Mondal S.

Pediatric Pneumonia Diagnosis Using Cost-Sensitive Attention Models

Open Access
book-chapter
Authors: Arun Prakash J.; Asswin C.R.; Dharshan Kumar K.S.; Dora A.; Sowmya V.; Ravi V.

AI-Based Open Logo Detection for Indian Scenario

Open Access
book-chapter

Brain Signal Classification Using Decomposition Techniques and Deep Learning

Open Access
book-chapter
Authors: Karthik T.R.; Ramakrishnan R.; Vadakedath A.; Sowmya V.; Gopalakrishnan E.A.; Jyothish Lal G.

Weighted Average Ensemble Approach for Pediatric Pneumonia Diagnosis Using Channel Attention Deep CNN Architectures

Open Access
book-chapter

Mosquito on Human Skin Classification Using Deep Learning

Open Access
book-chapter
Authors: Kumar C.S.A.; Maharana A.D.; Krishnan S.M.; Hanuma S.S.S.; Sowmya V.; Ravi V.

Deep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features

Open Access
book-chapter

Object Detection Under Low-Lighting Conditions Using Deep Learning Architectures: A Comparative Study

Open Access
book-chapter
Authors: Sivasubramanian A.; Prakash J.A.; Kumar K.S.D.; Prashanth V.R.; Sowmya V.; Variyar V.V.S.