Dr.S.Saravana kumar

Employment

• CMR University Academic Head, Professor
  2019 - 2024

Education

• POTTI SRIRAMULU CHALAVADI MALLIKARJUNA RAO COLLEGE OF ENGINEERING & TECHNOLOGY (Member) B.Tech., M.E.,PhD(CSE)
  2024 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (77)

• Challenges and Limitations of TVAE Tabular Synthetic Data Generator
  2025 DOI: 10.1007/978-3-031-84602-1_17
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• Comprehensive Review of Privacy, Utility, and Fairness Offered by Synthetic Data
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3532128
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• Harnessing Machine Vision Algorithms to Direct Car-T Cell Navigation Across Complex Tumor Landscapes in Next-Generation Immunotherapy
  Trends in Immunotherapy 2025 DOI: 10.54963/ti.v9i4.1289
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• A Methodology and an Empirical Analysis to Determine the Most Suitable Synthetic Data Generator
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3354277
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• Fusion Based Depression Detection through Artificial Intelligence using Electroencephalogram (EEG)
  Fusion: Practice and Applications 2024 DOI: 10.54216/FPA.140209
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• Fusion of Topic Modeling and RoBERTa for Detecting Signs of Depression from Social Media
  Fusion: Practice and Applications 2024 DOI: 10.54216/FPA.150115
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• A Comparative Analysis of GAN and VAE based Synthetic Data Generators for High Dimensional, Imbalanced Tabular data
  2023 2nd International Conference for Innovation in Technology, INOCON 2023 2023 DOI: 10.1109/INOCON57975.2023.10101315
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• Network Intrusion Detection System using Convolution Recurrent Neural Networks and NSL-KDD Dataset
  Fusion: Practice and Applications 2023 DOI: 10.54216/FPA.130109
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• Synthetic Data and Its Evaluation Metrics for Machine Learning
  Smart Innovation, Systems and Technologies 2023 DOI: 10.1007/978-981-19-7447-2_43
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• A System for Network Based Intrusion Avoidance Using Dedicated Machine Learning and Artificial Intelligence-Based Model for Application and Data Safety
  Communications in Computer and Information Science 2022 DOI: 10.1007/978-3-031-21385-4_20
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