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Dr. Bidyapati Thiyam

Assistant Professor, School of Computing, Amaravati

Qualification: Ph.D
t_bidyapati@av.amrita.edu
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Research Interest: Machine Learning, AI, Network Security, Intrusion Detection System

Bio

Dr. Bidyapati Thiyam currently serves as an Assistant Professor at School of Computing, Amaravati.

Publications

Journal Article

Year : 2024

An improved deep autoencoder-based network intrusion detection system with enhanced performance

Cite this Research Publication : Bidyapati Thiyam, Shouvik Dey, An improved deep autoencoder-based network intrusion detection system with enhanced performance, International Journal of Internet Technology and Secured Transactions, Inderscience Publishers, 2024, https://doi.org/10.1504/ijitst.2024.136658

Publisher : Inderscience Publishers

Year : 2024

CIIR: an approach to handle class imbalance using a novel feature selection technique

Cite this Research Publication : Bidyapati Thiyam, Shouvik Dey, CIIR: an approach to handle class imbalance using a novel feature selection technique, Knowledge and Information Systems, Springer Science and Business Media LLC, 2024, https://doi.org/10.1007/s10115-024-02126-2

Publisher : Springer Science and Business Media LLC

Year : 2023

Statistical methods for feature selection: unlocking the key to improved accuracy

Cite this Research Publication : Bidyapati Thiyam, Shouvik Dey, Statistical methods for feature selection: unlocking the key to improved accuracy, International Journal of Computers and Applications, Informa UK Limited, 2023, https://doi.org/10.1080/1206212x.2023.2223795

Publisher : Informa UK Limited

Conference Paper

Year : 2023

Hyperparameter Tuning for Edge-IIoT Intrusion Detection Using SMOTE

Cite this Research Publication : Bidyapati Thiyam, Shouvik Dey, Hyperparameter Tuning for Edge-IIoT Intrusion Detection Using SMOTE, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-99-2100-3_32

Publisher : Springer Nature Singapore

Year : 2023

Efficient Feature Evaluation Approach for a class-imbalanced dataset using Machine learning

Cite this Research Publication : Bidyapati Thiyam, Shouvik Dey, Efficient Feature Evaluation Approach for a class-imbalanced dataset using Machine learning, International Conference on Machine Learning and Data Engineering, University of Petroleum and Energy Studies, Dehradun, , 2520-2532, , 2022-09- 07 https://doi.org/10.1016/j.procs.2023.01.226

Publisher : Elsevier BV

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