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V. Sowmya
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 9
Top Topics
Centroid Neural Network
Deep Learning
Instance Based Learning
Transfer Learning
Top Venues
MIKE
FICTA (1)
Soft Comput.
CoRR
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Publications
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Mredulraj S. Pandianchery
,
V. Sowmya
,
E. A. Gopalakrishnan
,
Vinayakumar Ravi
,
K. P. Soman
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India.
IEEE Trans. Comput. Soc. Syst.
11 (1) (2024)
Srividhya L
,
V. Sowmya
,
Vinaykumar Ravi
,
Gopalakrishnan E. A
,
Soman K. P
Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease.
Multim. Tools Appl.
83 (6) (2024)
CR Asswin
,
J. Arun Prakash
,
K. S. Dharshan Kumar
,
Avinash Dora
,
V. Sowmya
,
Meshari Almeshari
,
Yasser Alzamil
Weighted Average Ensemble Approach for Pediatric Pneumonia Diagnosis Using Channel Attention Deep CNN Architectures.
MIKE
(2023)
Paleti Nikhil Chowdary
,
Sathvika P
,
Pranav U
,
Rohan S
,
V. Sowmya
,
E. A. Gopalakrishnan
,
Dhanya M
Unleashing the Power of Dynamic Mode Decomposition and Deep Learning for Rainfall Prediction in North-East India.
CoRR
(2023)
J. Arun Prakash
,
CR Asswin
,
K. S. Dharshan Kumar
,
Avinash Dora
,
Vinayakumar Ravi
,
V. Sowmya
,
E. A. Gopalakrishnan
,
Soman K. P.
Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures.
Eng. Appl. Artif. Intell.
123 (Part B) (2023)
Ganeshkumar M.
,
Vinayakumar Ravi
,
V. Sowmya
,
E. A. Gopalakrishnan
,
K. P. Soman
,
M. Rupeshkumar
Two-stage deep learning model for automate detection and classification of lung diseases.
Soft Comput.
27 (21) (2023)
Ganeshkumar M.
,
Vinayakumar Ravi
,
V. Sowmya
,
Gopalakrishnan E. A
,
Soman K. P
Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram.
IEEE Trans. Engineering Management
70 (8) (2023)
R. Sai Kesav
,
M. Bhanu Prakash
,
Krishanth Kumar
,
V. Sowmya
,
K. P. Soman
Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram.
ICACDS (1)
(2021)
N. S. Kamal
,
Barathi Ganesh H. B.
,
V. V. Sajith Variyar
,
V. Sowmya
,
K. P. Soman
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning.
FICTA (1)
(2021)