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Dr. K. Anitha

Chairperson, Department of Science & Humanities, School of Engineering, Chennai | Associate Professor, Department of Mathematics, School of Engineering, Chennai

Qualification: MPhil, MSc, Ph.D
k_anitha@ch.amrita.edu

Bio Publications Education Research Interest Invited Talks
Bio

Dr. K. Anitha currently serves as the Chairperson and Associate Professor in the Department of Science & Humanities, School of Engineering, Amrita Vishwa Vidyapeetham, Chennai. With 19 years of teaching experience, she has made significant contributions to academia and research. She has successfully secured research grants worth ₹9,79,366 from premier funding agencies such as AICTE and ICMR.

Under her guidance, 3 Ph.D. scholars have graduated and 2 are currently pursuing their research. She has an impressive publication record with 43 research articles, 4 books, and 5 book chapters, and has completed her Post-Doctoral Fellowship at Casimir Pulaski University of Radom, Poland, Europe. A sought-after speaker, she has delivered 17 keynote addresses at reputed universities and institutions across India.

Her research focuses on Rough Set Theory and its applications in machine learning, graph algorithms, rough graphs, and fuzzy–rough optimization, as well as rough set–driven mathematical modeling in interdisciplinary domains such as epidemiology, AI, and engineering. She is also pioneering work on Quantum Rough Graphs, developing frameworks for uncertainty modeling in quantum networks.

Publications

Journal Article

Year : 2025

Data-Driven Approach Using Random Forest Regression for Accurate Electric Vehicle Battery State of Health Estimation

Cite this Research Publication : Anitha K, Jerzy R. Szymański, Marta Zurek-Mortka, Mithileysh Sathiyanarayanan, Data-Driven Approach Using Random Forest Regression for Accurate Electric Vehicle Battery State of Health Estimation, International Journal of Electrical and Electronics Engineering, Seventh Sense Research Group Journals, 2025, https://doi.org/10.14445/23488379/ijeee-v12i1p110

Publisher : Seventh Sense Research Group Journals

Year : 2025

RNN-AHF Framework: Enhancing Multi-focal Nature of Hypoxic Ischemic Encephalopathy Lesion Region in MRI Image Using Optimized Rough Neural Network Weight and Anti-Homomorphic Filter

Cite this Research Publication : M. Thangeswari, R. Muthucumaraswamy, K. Anitha, N. R. Shanker, RNN-AHF Framework: Enhancing Multi-focal Nature of Hypoxic Ischemic Encephalopathy Lesion Region in MRI Image Using Optimized Rough Neural Network Weight and Anti-Homomorphic Filter, Current Medical Imaging Formerly Current Medical Imaging Reviews, Bentham Science Publishers Ltd., 2025, https://doi.org/10.2174/0115734056396299250506075133

Publisher : Bentham Science Publishers Ltd.

Year : 2024

Development of Adaptive Gaussian Filter Based Denoising as an Image Enhancement Technique

Cite this Research Publication : Aarthi D, Panimalar A, Santhosh Kumar S, Anitha K, Development of Adaptive Gaussian Filter Based Denoising as an Image Enhancement Technique, Mathematical Modelling of Engineering Problems, 2024.

Conference Paper

Year : 2024

Enhanced Image Analysis for Detecting Malaria Infection in Blood Samples

Cite this Research Publication : Karthikeyan, Anitha K, Acchute Kashyap, Enhanced Image Analysis for Detecting Malaria Infection in Blood Samples, 2024 IEEE Pune Section International Conference (PuneCon), IEEE, 2024, https://doi.org/10.1109/punecon63413.2024.10895808

Publisher : IEEE

Education
  • Post-Doctoral Fellow-  Casimir Pulaski University of Radom, Poland, Europe
Research Interest
  • Rough Set Theory & Applications in Machine Learning, Graph Algorithms & Rough Graphs, Fuzzy & Rough Optimization Techniques
  • Rough Set–Driven Mathematical Modeling in Interdisciplinary Domains (Epidemiology, AI, and Engineering)
  • Quantum Rough Graphs: A Framework for Uncertainty Modeling in Quantum Networks
Invited Talks
  • Mathematics as the Language of Artificial Intelligence- Sri Ramakrishna Mission Vidyalaya College of Arts & Science, Coimbatore, 18th August, 2025
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