Ministry of Education
Akila Agnes S
VIDWAN ID: 284544

Dr Akila Agnes S

Female Doctor of Philosophy
Associate Professor
GMR Institute of Technology
Andhra Pradesh
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-3117-6290 Scopus 57203957904 ResearcherID GNM-7153-2022 Google Scholar umQw4tAAAAAJ
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33 Publications
0 Projects
569 Scopus Citations
456 CrossRef
14 Years 5 Months Total Experience
Publications
33 Total
Articles
18
Books
2
Chapters
2
Proceedings
11
Activity

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Scopus Scopus
569 Citations
9 h-index
CrossRef CrossRef
456 Citations
9 h-index
Google Scholar Google Scholar

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Professional Recognition

Ranked among top 5% in the NPTEL certification course, ‘Python for Data Science
2019
NPTEL
bronze partner faculty under inspire – Infosys campus connect Faculty Partnership Model
2017
Infosys campus connect
Academic excellence award in B.Tech
2006
Dr. SACOE, Tamil Nadu

Community & Membership

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Personal Details

Doctor of Philosophy
2022
N/A
Master of Engineering
2009
Sultan Qaboos University, Muscat
Bachelor of Technology
2007
Sultan Qaboos University, Muscat
Associate Professor
Jan 2025 – Present
GMR Institute of Technology
Assistant Professor
Jun 2022 – Jan 2025
GMR Institute of Technology | Department of Computer Science and Engineering
Assistant Professor (Grade-I)
Jun 2012 – Nov 2020
Karunya Institute of Technology and Sciences, Coimbatore | Computer Science and Engineering
Lecturer
Jun 2009 – Jan 2011
Einstein College of Engineering
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

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Scholarly Publications

Self-supervised representation learning framework for remote crop monitoring using sparse autoencoder

Book
Year: 2021. Pages: 219-227 .
Authors: Anitha, J.; Akila Agnes, S.; Immanuel Alex Pandian, S.
DOI 10.1007/978-981-15-5285-4_21

A BIM-enabled life cycle approach to evaluate global warming potential and embodied carbon in building materials

Journal Article
Engineering Research Express. Year: 2025. Volume: 7 , Issue: 4 , Pages: 045118 .
Authors: A Arun Solomon; S Akila Agnes; J Sridhar
DOI 10.1088/2631-8695/ae14b2 Crossref Crossref: 1 Scopus Scopus: 2

Land-cover classification with hyperspectral remote sensing image using CNN and spectral band selection

Journal Article
Remote Sensing Applications: Society and Environment. Year: 2023. Volume: 31 , Pages: 100986 .
Authors: Arun Solomon A; Akila Agnes S
DOI 10.1016/j.rsase.2023.100986 Crossref Crossref: 15 Scopus Scopus: 27

3D lung segmentation on CT images using region-based method

Journal Article
Year: 2019. Pages: 1156-1161 .
Authors: Agnes, S.A.; Anitha, J.
DOI 10.30534/ijatcse/2019/24842019 Crossref Crossref: 1 Scopus Scopus: 4

Social media data analytics using feature engineering

Book Chapter
Year: 2020. Pages: 29-59 .
Authors: Anitha, J.; Ting, I.-H.; Agnes, S.A.; Pandian, S.I.A.; Belfin, R.V.
DOI 10.1016/B978-0-12-819779-0.00003-4 Crossref Crossref: 2 Scopus Scopus: 6

Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN)

Journal Article
Journal of Medical Systems. Year: 2020. Volume: 44 , Issue: 1 , Pages: 30 .
Authors: Agnes, S.A.; Anitha, J.; Pandian, S.I.A.; Peter, J.D.
DOI 10.1007/s10916-019-1494-z Crossref Crossref: 131 Scopus Scopus: 148

Automatic lung segmentation in low-dose chest CT scans using convolutional deep and wide network (CDWN)

Journal Article
Neural Computing & Applications. Year: 2020. Volume: 32 , Issue: 20 , Pages: 15845-15855 .
Authors: Akila Agnes, S.; Anitha, J.; Dinesh Peter, J.
DOI 10.1007/s00521-018-3877-3 Crossref Crossref: 18 Scopus Scopus: 15

Automatic 2D Lung Nodule Patch Classification using Deep Neural Networks

Conference Paper
Year: 2020. Pages: 500-504 .
Authors: Akila Agnes, S.; Anitha, J.
DOI 10.1109/ICISC47916.2020.9171183 Crossref Crossref: 5 Scopus Scopus: 9
Showing 17 to 24 of 33 publications