Surbhi Agrawal

@rvitm.edu.in

Associate Professor
RV Institute Of Technology And Management

RESEARCH, TEACHING, or OTHER INTERESTS

Multidisciplinary, Multidisciplinary
288

Scholar Citations

10

Scholar h-index

10

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • An Effective Fusion and Deeplift-based Optimized Hamiltonian Relevance Aware Capsule Network for Glitch Classification in LIGO
    S Agrawal
    Cognitive Computation 17, 170 , 2025
    2025
    Citations: 1
  • An Insight on Gravity Spy dataset and Machine Learning techniques for Glitch Classification in Gravitational Waves
    SS Surbhi Agrawal, Vishnuvardhan Reddy G, Sirisha Arava, Snehanshu Saha
    Computer Fraud and Security 2025 (1), 870-892 , 2025
    2025
  • Big Data Analytics Processing Server Equipment For Financial Transactions
    DS Agrawal
    GB Patent 6,356,910 , 2024
    2024
  • Review on Different Machine Learning Algorithms for Disease Prediction
    S Agrawal, P Vummidi, RT Devu, R Ponduri
    International Journal of Multidisciplinary Research Transactions 6 (6) , 2024
    2024
  • WGAN for data augmentation
    M Patil, MM Patil, S Agrawal
    GANs for Data Augmentation in Healthcare, 223-241 , 2023
    2023
    Citations: 7
  • Data Augmentation Approaches Using Cycle Consistent Adversarial Networks
    A Surbhi, P Mallanagouda, MM Patil
    GANs for Data Augmentation in Healthcare, 111-131 , 2023
    2023
    Citations: 2
  • Big Data Analytics and its Applications in Healthcare: A Review
    SA Rahul M Bharadwaj
    Technix International Journal for Engineering Research 10 (5), 283-291 , 2023
    2023
  • ENHANCEMENT OF SECURITY ISSUES IN DISTRIBUTED COMPUTING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
    DS Agrawal
    IN Patent App. 202241028741 A , 2022
    2022
  • Quantifying the classification of exoplanets: in search for the right habitability metric
    M Safonova, A Mathur, S Basak, K Bora, S Agrawal
    The European Physical Journal Special Topics 230 (10), 2207-2220 , 2021
    2021
    Citations: 13
  • Habitability classification of exoplanets: a machine learning insight
    S Agrawal, S Basak, A Mathur, AJ Theophilus, G Deshpande, J Murthy
    The European Physical Journal Special Topics 230, 2221-2251 , 2021
    2021
    Citations: 29
  • Machine Learning Based Analysis of Gravitational Waves
    S Agrawal, R Aedula, DSR Surya
    International Conference on Modeling, Machine Learning and Astronomy, 158-175 , 2021
    2021
    Citations: 1
  • L1 Norm SVD-Based Ranking Scheme: A Novel Method in Big Data Mining
    R Aedula, Y Madhukumar, S Saha, A Mathur, K Bora, S Agrawal
    Intelligence in Big Data Technologies—Beyond the Hype: Proceedings of … , 2020
    2020
    Citations: 1
  • Ceesa meets machine learning: A constant elasticity earth similarity approach to habitability and classification of exoplanets
    S Basak, S Saha, A Mathur, K Bora, S Makhija, M Safonova, S Agrawal
    Astronomy and Computing 30, 100335 , 2020
    2020
    Citations: 18
  • Machine Learning Approaches for Supernovae Classification
    S Agrawal, K Bora, S Routh
    Cognitive Analytics: Concepts, Methodologies, Tools, and Applications, 294-306 , 2020
    2020
  • CESSA: A Habitability Score Computation Approach Validated by Machine Learning
    MS Surbhi Agrawal, Kakoli Bora, Snehanshu Saha, Suryoday Basak, Archana Mathur
    International Astronomical Congress IAC-2019, Washington DC , 2019
    2019
  • Machine learning in astronomy: A case study in quasar-star classification
    M Viquar, S Basak, A Dasgupta, S Agrawal, S Saha
    Emerging Technologies in Data Mining and Information Security: Proceedings … , 2019
    2019
  • A new activation function for artificial neural net based habitability classification
    S Saha, A Mathur, K Bora, S Basak, S Agrawal
    2018 international conference on advances in computing, communications and … , 2018
    2018
    Citations: 10
  • A comparative analysis of the cobb-douglas habitability score (cdhs) with the earth similarity index (esi)
    S Agrawal, S Basak, K Bora, J Murthy
    2018 International Conference on Advances in Computing, Communications and … , 2018
    2018
    Citations: 6
  • Machine learning in astronomy: A case study in quasar-star classification
    M Viquar, S Basak, A Dasgupta, S Agrawal, S Saha
    Emerging Technologies in Data Mining and Information Security: Proceedings … , 2018
    2018
    Citations: 23
  • Sbaf: A new activation function for artificial neural net based habitability classification
    S Saha, A Mathur, K Bora, S Agrawal, S Basak
    arXiv preprint arXiv:1806.01844 , 2018
    2018
    Citations: 4

MOST CITED SCHOLAR PUBLICATIONS

  • Cd-hpf: New habitability score via data analytic modeling
    K Bora, S Saha, S Agrawal, M Safonova, S Routh, A Narasimhamurthy
    Astronomy and Computing 17, 129-143 , 2016
    2016
    Citations: 65
  • Theoretical validation of potential habitability via analytical and boosted tree methods: An optimistic study on recently discovered exoplanets
    S Saha, S Basak, M Safonova, K Bora, S Agrawal, P Sarkar, J Murthy
    Astronomy and computing 23, 141-150 , 2018
    2018
    Citations: 47
  • Habitability classification of exoplanets: a machine learning insight
    S Agrawal, S Basak, A Mathur, AJ Theophilus, G Deshpande, J Murthy
    The European Physical Journal Special Topics 230, 2221-2251 , 2021
    2021
    Citations: 29
  • Machine learning in astronomy: A case study in quasar-star classification
    M Viquar, S Basak, A Dasgupta, S Agrawal, S Saha
    Emerging Technologies in Data Mining and Information Security: Proceedings … , 2018
    2018
    Citations: 23
  • Ceesa meets machine learning: A constant elasticity earth similarity approach to habitability and classification of exoplanets
    S Basak, S Saha, A Mathur, K Bora, S Makhija, M Safonova, S Agrawal
    Astronomy and Computing 30, 100335 , 2020
    2020
    Citations: 18
  • A survey on various task scheduling algorithms toward load balancing in public cloud
    P Naik, S Agrawal, S Murthy
    American Journal of Applied Mathematics 3 (1-2), 14-17 , 2015
    2015
    Citations: 17
  • An efficient use of principal component analysis in workload characterization-a study
    J Sarkar, S Saha, S Agrawal
    AASRI Procedia 8, 68-74 , 2014
    2014
    Citations: 16
  • Quantifying the classification of exoplanets: in search for the right habitability metric
    M Safonova, A Mathur, S Basak, K Bora, S Agrawal
    The European Physical Journal Special Topics 230 (10), 2207-2220 , 2021
    2021
    Citations: 13
  • ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy
    S Saha, S Agrawal, K Bora, S Routh, A Narasimhamurthy
    arXiv preprint arXiv:1504.07865 , 2015
    2015
    Citations: 13
  • A new activation function for artificial neural net based habitability classification
    S Saha, A Mathur, K Bora, S Basak, S Agrawal
    2018 international conference on advances in computing, communications and … , 2018
    2018
    Citations: 10
  • WGAN for data augmentation
    M Patil, MM Patil, S Agrawal
    GANs for Data Augmentation in Healthcare, 223-241 , 2023
    2023
    Citations: 7
  • Handbook of Research on Applied Cybernetics and Systems Science
    S Saha, A Mandal, A Narasimhamurthy, S Sangam
    IGI Global , 2017
    2017
    Citations: 7
  • A comparative analysis of the cobb-douglas habitability score (cdhs) with the earth similarity index (esi)
    S Agrawal, S Basak, K Bora, J Murthy
    2018 International Conference on Advances in Computing, Communications and … , 2018
    2018
    Citations: 6
  • Sbaf: A new activation function for artificial neural net based habitability classification
    S Saha, A Mathur, K Bora, S Agrawal, S Basak
    arXiv preprint arXiv:1806.01844 , 2018
    2018
    Citations: 4
  • A comparative analysis of the cobb-douglas habitability score (cdhs) with the earth similarity index (esi). arXiv
    S Agrawal, S Basak, S Saha, K Bora, J Murthy
    arXiv preprint arXiv:1804.11176 , 2018
    2018
    Citations: 4
  • A Comparative Study in Classification Methods of Exoplanets: Machine Learning Exploration via Mining and Automatic Labeling of the Habitability Catalog
    S Agrawal, S Basak, S Saha, M Rosario-Franco, S Routh, K Bora, ...
    2015
    Citations: 3
  • Data Augmentation Approaches Using Cycle Consistent Adversarial Networks
    A Surbhi, P Mallanagouda, MM Patil
    GANs for Data Augmentation in Healthcare, 111-131 , 2023
    2023
    Citations: 2
  • An Effective Fusion and Deeplift-based Optimized Hamiltonian Relevance Aware Capsule Network for Glitch Classification in LIGO
    S Agrawal
    Cognitive Computation 17, 170 , 2025
    2025
    Citations: 1
  • Machine Learning Based Analysis of Gravitational Waves
    S Agrawal, R Aedula, DSR Surya
    International Conference on Modeling, Machine Learning and Astronomy, 158-175 , 2021
    2021
    Citations: 1
  • L1 Norm SVD-Based Ranking Scheme: A Novel Method in Big Data Mining
    R Aedula, Y Madhukumar, S Saha, A Mathur, K Bora, S Agrawal
    Intelligence in Big Data Technologies—Beyond the Hype: Proceedings of … , 2020
    2020
    Citations: 1