Ministry of Education
Kakoli Bora
VIDWAN ID: 571476

Dr Kakoli Bora

Female Doctor of Philosophy
Associate Professor | Artificial Intelligence and Machine Learning
B N M Institute of Technology, BANGALORE
Karnataka
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-5523-3245 Scopus 57191229358 Google Scholar xzsBWQ0AAAAJ
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11 Publications
0 Projects
100 Scopus Citations
97 CrossRef
2 Years 1 Month Total Experience
Publications
11 Total
Articles
5
Chapters
1
Proceedings
5
Activity

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Scopus Scopus
100 Citations
5 h-index
CrossRef CrossRef
97 Citations
6 h-index
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Personal Details

Doctor of Philosophy
2021
N/A
Master of Technology
2003
M.C.E.Society's Abeda Inamdar Senior College of Arts, Science and Commerce, Pune
Bachelor of Engineering
2001
The University of Chicago
Associate Professor
Aug 2024 – Present
B N M Institute of Technology, BANGALORE | Artificial Intelligence and Machine Learning
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

CEESA meets machine learning: A Constant Elasticity Earth Similarity Approach to habitability and classification of exoplanets

Journal Article
Astronomy and Computing. Year: 2020. Volume: 30 , Pages: 100335 .
Authors: Basak, S.; Saha, S.; Mathur, A.; Bora, K.; Makhija, S.; Safonova, M.; Agrawal, S.
DOI 10.1016/j.ascom.2019.100335 Crossref Crossref: 14 Scopus Scopus: 13

CeESA: A habitability score computation approach validated by machine learning

Conference Paper
Year: 2019.
Authors: Agrawal, S.; Bora, K.; Saha, S.; Basak, S.; Mathur, A.; Safanova, M.

A New Activation Function for Artificial Neural Net Based Habitability Classification

Conference Paper
Year: 2018. Pages: 1781-1786 .
Authors: Saha, S.; Mathur, A.; Bora, K.; Basak, S.; Agrawal, S.
DOI 10.1109/ICACCI.2018.8554460 Crossref Crossref: 10 Scopus Scopus: 9

Theoretical validation of potential habitability via analytical and boosted tree methods: An optimistic study on recently discovered exoplanets

Journal Article
Astronomy and Computing. Year: 2018. Volume: 23 , Pages: 141-150 .
Authors: Saha, S.; Basak, S.; Safonova, M.; Bora, K.; Agrawal, S.; Sarkar, P.; Murthy, J.
DOI 10.1016/j.ascom.2018.03.003 Crossref Crossref: 29 Scopus Scopus: 30

CD-HPF: New habitability score via data analytic modeling

Journal Article
Astronomy and Computing. Year: 2016. Volume: 17 , Pages: 129-143 .
Authors: K. Bora; S. Saha; S. Agrawal; M. Safonova; S. Routh; A. Narasimhamurthy
DOI 10.1016/j.ascom.2016.08.001 Crossref Crossref: 29 Scopus Scopus: 36

L1 norm SVD-based ranking scheme: A novel method in big data mining

Conference Paper
Year: 2021. Pages: 17-29 .
Authors: Aedula, R.; Madhukumar, Y.; Saha, S.; Mathur, A.; Bora, K.; Agrawal, S.
DOI 10.1007/978-981-15-5285-4_2

Quantifying the classification of exoplanets: in search for the right habitability metric

Journal Article
The European Physical Journal Special Topics. Year: 2021. Volume: 230 , Issue: 10 , Pages: 2207-2220 .
Authors: Safonova, M.; Mathur, A.; Basak, S.; Bora, K.; Agrawal, S.
DOI 10.1140/epjs/s11734-021-00211-z Crossref Crossref: 8 Scopus Scopus: 7

Machine learning approaches for supernovae classification

Book Chapter
Year: 2020. Pages: 294-306 .
Authors: Agrawal, S.; Bora, K.; Routh, S.
DOI 10.4018/978-1-7998-2460-2.ch016
Showing 1 to 8 of 11 publications