Ministry of Education
Sonali Samal
VIDWAN ID: 564372

Ms Sonali Samal

Female Doctor of Philosophy
Assistant Professor | Alliance College of Engineering and Design
Alliance University. Bangalore (2024 - 2025)
Expertise: Computer Science Software Engineering
ORCID 0000-0002-9551-2169 Scopus 57209499027 Google Scholar sw_zwqQAAAAJ
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30 Publications
0 Projects
139 Scopus Citations
112 CrossRef
11 Months Total Experience
Publications
30 Total
Articles
11
Chapters
3
Proceedings
16
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Scopus Scopus
139 Citations
8 h-index
CrossRef CrossRef
112 Citations
7 h-index
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Professional Recognition

International Raman Charpak Fellowship
2023
Department of Science and Technology (DST), Govt. of India. & Minister for Europe and Foreign Affair
Best Research Paper Award, IEEE CISPSSP-2020, Keonjhar, Odisha
2020
IEEE CISPSSP-2020 Conference, Keonjhar, Odisha.
Best Research Paper and Presentation, IEEE ICACCS-2019, Coimbatore
2019
IEEE ICACCS-2019 Conference, Coimbatore.

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Personal Details

Doctor of Philosophy
2024
N/A
Assistant Professor
Aug 2024 – Jun 2025
Alliance University. Bangalore | Alliance College of Engineering and Design
Engineering and Technology
Computer Science Software Engineering

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Scholarly Work

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Scholarly Publications

Weighted particle swarm optimization with t-distribution in machine learning applications

Conference Paper
Year: 2021. Volume: 153 , Pages: 299-307 .
Authors: Sonali Samal; Archana Sarangi; Shubhendu Kumar Sarangi
DOI 10.1007/978-981-15-6202-0_30 Crossref Crossref: 1 Scopus Scopus: 1

OptiTPE-CNN: A lightweight Tree-Structured Parzen Estimator based CNN for Bovine Care and Management

Open Access
Conference Paper
Procedia Computer Science. Year: 2026. Volume: 283 , Pages: 5366-5377 .
Authors: Golak Bihari Mahanta; Sonali Samal; Janani Srinivasan Anusha; Akula Akhil; Abhishek Jha; Amruta Rout; Chiranjibi Champatiray
DOI 10.1016/j.procs.2026.06.587

A manta ray-bayesian optimization approach for hyperparameter-tuned convolutional neural networks in lung cancer classification

Open Access
Journal Article
Scientific Reports. Year: 2026. Volume: 16 , Issue: 1 .
Authors: Sonali Samal; Shyam Sunder; Thippa Reddy Gadekellu; Fatma Hilal Yagin; Radwa El Shawi; Nada Ahmed
DOI 10.1038/s41598-026-42506-y

Image Data Driven Lung Cancer Classification using Deep Learning and Optimization Algorithm

Conference Paper
Year: 2025. Pages: 53-57 .
Authors: Sonali Samal; Chiranjibi Champatiray
DOI 10.1109/ICDSINC66221.2025.11448185

Monkeypox Classification using Fractal-CNN

Conference Paper
Year: 2025. Pages: 2179-2183 .
Authors: Katta Deepak; Tatiparthi Purna Chandra Reddy; Sonali Samal
DOI 10.1109/IDCIOT64235.2025.10914924 Crossref Crossref: 4 Scopus Scopus: 4

Obscene image detection using transfer learning and feature fusion

Open Access
Journal Article
Multimedia Tools and Applications. Year: 2023. Volume: 82 , Issue: 19 , Pages: 28739-28767 .
Authors: Sonali Samal; Rajashree Nayak; Swastik Jena; Bunil Ku. Balabantaray
DOI 10.1007/s11042-023-14437-7 Crossref Crossref: 19 Scopus Scopus: 20

Automatic Image Registration using SIFT and AKAZE: An application for Preservation of Cultural Heritage

Conference Paper
Year: 2023. Pages: 150-155 .
Authors: Lumlang Sawkmie; Sonali Samal; Bunil Kumar Balabantaray
DOI 10.1109/OCIT59427.2023.10431240 Scopus Scopus: 2

SAS-UNet: Modified encoder-decoder network for the segmentation of obscenity in images

Conference Paper
Year: 2023. Pages: 45-51 .
Authors: Sonali Samal; Thippa Reddy Gadekellu; Pankaj Rajput; Yu-Dong Zhang; Bunil Kumar Balabantaray
DOI 10.1109/CCGridW59191.2023.00022 Crossref Crossref: 1 Scopus Scopus: 3
Showing 1 to 8 of 30 publications