Kakoli Bora

Machine learning approach to understanding Astrophysical Data: The Final frontier: Novel Algorithmic study, under the guidance of Dr. Snehanshu Saha, Professor, Department of Computer Science & Information Systems, BITS Pilani KK Birla Goa Campus, Goa, India.

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• A Review of AI-Driven Customer Lifetime Value, Churn Prediction and Sales Forecasting: Transforming Business Insights with Machine Learning and Advanced Analytics, Vibha S Prasad, Pragathi M Shetty, Dr. Kakoli Bora, International Journal of Advanced Research in Computer and Communication Engineering, 14, 2, 2025-02-01, 10.17148/IJARCCE.2025.14243
• Quantifying the Classification of Exoplanets: in Search for the Right Habitability Metric, Margarita Safonova, Archana Mathur, Suryoday Basak, Kakoli Bora, Surbhi Agrawal, European Physical Journal, ST special issue: Modeling, Machine Learning and Astronomy, 2021-01-01, https://doi.org/10.1140/epjs/s11734-021-00211-z
• CEESA Meets Machine Learning: From Earth Similarity to Habitability Classification of Exoplanets, Suryoday Basak, Snehanshu Saha, Archana Mathur, Kakoli Bora, Simran Makhija, Margarita Safonova, Surbhi Agrawal, Astronomy and Computing, 30, 2019-11-01
• Theoretical Validation of Potential Habitability via Analytical and Boosted Tree Methods: An Optimistic Study on Recently Discovered Exoplanets, Snehanshu Saha, Suryoday Basak, Margarita Safonova, Kakoli Bora, Surbhi Agrawal, Poulami Sarkar, Jayant Murthy, Astronomy & Computing, 23, 141-150, 2018-01-01, https://doi.org/10.1016/j.ascom.2018.03.003
• CD-HPF: New Habitability Score Via Data Analytic Modeling, Bora, Saha et al., Astronomy and Computing, 17, 129-143, 2016-01-01,
• L1 Norm SVD based Ranking Scheme: A Novel Method in Big Data Mining, Rahul Aedula, Yashasvi Madhukumar, Snehanshu Saha, Archana Mathur, Kakoli Bora, Surbhi Agrawal, AISC, Springer, 2018-01-01,
• Machine Learning Approaches for Supernovae Classification, Surbhi Agrawal, Kakoli Bora, Swati Routh, Handbook of Research on Applied Cybernetics and Systems Science, 207-219, 2017-04-01, 10.4018/978-1-5225-2498-4.ch009,
• Enhancing Data Privacy through a secure data hiding approach integrated with lossless compression, Manjula M, Kakoli Bora, Shaila SG, Skanda N Raj, Thilak R, Akansha Kanchireddy, 7th International Conference on Inventive Computation Technologies - ICICT 2024, Tribhuvan University, Nepal, 2024-04-24, IEEE, 978-8-3503-5929-9,
• A New Activation Function for Artificial Neural Net Based Habitability Classification, Snehanshu Saha, Archana Mathur, Kakoli Bora, Suryoday Basak, Surbhi Agrawal, ICACCI, Bangalore, 2018-09-19, IEEE, 978-1-5386-5314-2,
• A Comparative Analysis of the Cobb-Douglas Habitability Score (CDHS) with the Earth Similarity Index (ESI), Surbhi Agrawal, Suryoday Basak, Kakoli Bora, Jayant Murthy, ICACCI, Bangalore, 2018-01-01, IEEE, 978-1-5386-5314-2,
• Pros and Cons of Classification of Exoplanets: in Search for the Right Habitability Metric, Margarita Safonova, Snehanshu Saha, Jayant Murthy, Madhu Kashyap, C. Sivaram, Suryoday Basak, Surbhi Agrawal, Kakoli Bora, Astrobiology Newsletter, 11, 2018-01-01,
• Note on Proxima Centauri b: Theoretical validation of potential habitability via CD-HPF, Surbhi Agrawal, Margarita Safonova, Kakoli Bora, Suryoday Basak, Snehanshu Saha, Astrobiology Newsletter, 10, 4, 2017-01-01

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