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Dr. Anirban Tarafdar

Assistant Professor, School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Faridabad

Qualification: Ph.D
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Bio

Dr. Anirban Tarafdar holds a Ph.D. in Soft Computing and Artificial Intelligence from NIT Agartala, an M.Sc. from IIT Madras, and completed his postdoctoral research at IISER Bhopal in Biomedical Data Science. With over six years of experience in research and teaching, his work lies at the intersection of fuzzy logic, machine learning, deep learning-based medical image segmentation, generative AI, transformer architectures, and multimodal data analysis. His research also extends into multi-criteria decision making and metaheuristic optimization, aiming to solve complex real-world problems through computational intelligence.

Dr. Tarafdar has authored 27 publications, including 16 SCI-indexed articles in high-impact Q1 and Q2 journals. He has contributed to industry-grade projects and maintains active collaborations with leading researchers worldwide. He welcomes collaboration with funding agencies and research partners seeking to advance impactful, interdisciplinary AI-driven innovations.

Publications

Journal Article

Year : 2025

Optimizing Ni (II) adsorption on Carica papaya fiber through experimental and advanced neural network prediction

Cite this Research Publication : Joydeep Das, Abhijit Mondal, Anirban Tarafdar, Soma Nag, Optimizing Ni (II) adsorption on Carica papaya fiber through experimental and advanced neural network prediction, Separation Science and Technology, Informa UK Limited, 2025, https://doi.org/10.1080/01496395.2025.2452425

Publisher : Informa UK Limited

Year : 2025

Exploring the Synergy of Media Awareness and Quarantine Classes in Sisaqeihr Model for Pandemic Control: A Deep Lstm-rnn Predictions

Cite this Research Publication : Anirban Tarafdar, Jayanta Mahato, Ranjit Kumar Upadhyay, Paritosh Bhattacharya, Exploring the synergy of media awareness and quarantine classes in SiSAQEIHR model for pandemic control: A Deep LSTM-RNN predictions, Physica D: Nonlinear Phenomena, Elsevier BV, 2025, https://doi.org/10.1016/j.physd.2025.134563

Publisher : Elsevier BV

Year : 2025

An Integrated Fuzzy Decision-making Framework for Autonomous Mobile Robot Selection: Balancing Subjective and Objective Measures With Fuzzy Topsis and Picture Fuzzy Cocoso Approach

Cite this Research Publication : Anirban Tarafdar, Azharuddin Shaikh, Md Niamot Ali, Anupam Haldar, An integrated fuzzy decision-making framework for autonomous mobile robot selection: balancing subjective and objective measures with fuzzy TOPSIS and picture fuzzy CoCoSo approach, Journal of the Operational Research Society, Informa UK Limited, 2025, https://doi.org/10.1080/01605682.2025.2486705

Publisher : Informa UK Limited

Year : 2025

An Approach of ISI Elimination and High-Speed Data Reconstruction in Lossy On-Chip Serial Link

Cite this Research Publication : Anirban Tarafdar, Alak Majumder, Biman Debbarma, Bidyut K. Bhattacharyya, An Approach of ISI Elimination and High-Speed Data Reconstruction in Lossy On-Chip Serial Link, Circuits, Systems, and Signal Processing, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s00034-025-03117-6

Publisher : Springer Science and Business Media LLC

Year : 2025

Integration of Data-driven T-spherical Fuzzy Mathematical Models for Evaluation of Electric Vehicles: Response to Electric Vehicle Market Demands

Cite this Research Publication : Anirban Tarafdar, Azharuddin Shaikh, Dipayan Bhowmik, Pinki Majumder, Dragan Pamucar, Vladimir Simic, Uttam Kumar Bera, Integration of data-driven T-spherical fuzzy mathematical models for evaluation of electric vehicles: Response to electric vehicle market demands, Renewable and Sustainable Energy Reviews, Elsevier BV, 2025, https://doi.org/10.1016/j.rser.2025.116008

Publisher : Elsevier BV

Year : 2024

Artificial Intelligence Based Supply Chain Management Strategy During Covid-19 Situation

Cite this Research Publication : Rimi Debnath, Pinki Majumder, Anirban Tarafdar, Baby Bhattacharya, Uttam Kumar Bera, Artificial intelligence based supply chain management strategy during COVID-19 situation, Supply Chain Forum: An International Journal, Informa UK Limited, 2024, https://doi.org/10.1080/16258312.2024.2303307

Publisher : Informa UK Limited

Year : 2024

Enhancing intrusion detection using wireless sensor networks: A novel ahp-madm aggregated multiple type 3 fuzzy logic-based k-barriers prediction system

Cite this Research Publication : Anirban Tarafdar, Azharuddin Sheikh, Pinki Majumder, Abhijit Baidya, Alak Majumder, Bidyut K. Bhattacharyya, Uttam Kumar Bera, Enhancing intrusion detection using wireless sensor networks: A novel ahp-madm aggregated multiple type 3 fuzzy logic-based k-barriers prediction system, Peer-to-Peer Networking and Applications, Springer Science and Business Media LLC, 2024, https://doi.org/10.1007/s12083-024-01688-w

Publisher : Springer Science and Business Media LLC

Year : 2024

Rovm Integrated Advanced Machine Learning-based Malaria Prediction Strategy in Tripura

Cite this Research Publication : Apurba Debnath, Anirban Tarafdar, A. Poojitha Reddy, Paritosh Bhattacharya, ROVM integrated advanced machine learning-based malaria prediction strategy in Tripura, The Journal of Supercomputing, Springer Science and Business Media LLC, 2024, https://doi.org/10.1007/s11227-024-06094-w

Publisher : Springer Science and Business Media LLC

Year : 2024

Treatment of Highly Iron-contaminated Brackish Groundwater by Mf, Uf, and Nf Membranes for Potable Water Resource Production: Influence of Operating Parameters, Comparative Study, Membrane Fouling, and Machine Learning Modeling

Cite this Research Publication : Biplab Roy, Dipanjan Roy, Anirban Tarafdar, Ajay Kumar Manna, Treatment of highly iron-contaminated brackish groundwater by MF, UF, and NF membranes for potable water resource production: influence of operating parameters, comparative study, membrane fouling, and machine learning modeling, Water Supply, IWA Publishing, 2024, https://doi.org/10.2166/ws.2024.144

Publisher : IWA Publishing

Year : 2024

Prediction of Eco Sustainability Component Using Fuzzy Z Numbers Based Ratio Analysis and Interval Type 3 Fuzzy Logic System

Cite this Research Publication : Anirban Tarafdar, Kanika, Azharuddin Shaikh, Pinki Majumder, Dragan Pamucar, Vladimir Simic, Uttam Kumar Bera, Prediction of eco sustainability component using fuzzy Z numbers based ratio analysis and interval type 3 fuzzy logic system, Journal of Cleaner Production, Elsevier BV, 2024, https://doi.org/10.1016/j.jclepro.2024.144125

Publisher : Elsevier BV

Year : 2023

MOORA MCDM based Optimal Machine Learning Regression Techniques for Breast Cancer Prediction

Cite this Research Publication : Apurba Debnath, Anirban Tarafdar, Paritosh Bhattacharya, Azharuddin Shaikh, MOORA MCDM based Optimal Machine Learning Regression Techniques for Breast Cancer Prediction, [source], IEEE, 2023, https://doi.org/10.1109/SILCON59133.2023.10404380

Publisher : IEEE

Year : 2023

An Advanced Learned Type-3 Fuzzy Logic-Based Hybrid System to Optimize Inventory Cost for a New Business Policy

Cite this Research Publication : Anirban Tarafdar, Pinki Majumder, Uttam Kumar Bera, An Advanced Learned Type-3 Fuzzy Logic-Based Hybrid System to Optimize Inventory Cost for a New Business Policy, Proceedings of the National Academy of Sciences, India Section A: Physical Sciences, Springer Science and Business Media LLC, 2023, https://doi.org/10.1007/s40010-023-00849-5

Publisher : Springer Science and Business Media LLC

Year : 2023

Application of a Q-rung Orthopair Hesitant Fuzzy Aggregated Type-3 Fuzzy Logic in the Characterization of Performance-emission Profile of a Single Cylinder Ci-engine Operating With Hydrogen in Dual Fuel Mode

Cite this Research Publication : Anirban Tarafdar, P. Majumder, Madhujit Deb, U.K. Bera, Application of a q-rung orthopair hesitant fuzzy aggregated Type-3 fuzzy logic in the characterization of performance-emission profile of a single cylinder CI-engine operating with hydrogen in dual fuel mode, Energy, Elsevier BV, 2023, https://doi.org/10.1016/j.energy.2023.126751

Publisher : Elsevier BV

Year : 2023

Performance-emission Optimization in a Single Cylinder Ci-engine With Diesel Hydrogen Dual Fuel: A Spherical Fuzzy MARCOS MCGDM Based Type-3 Fuzzy Logic Approach

Cite this Research Publication : Anirban Tarafdar, P. Majumder, Madhujit Deb, U.K. Bera, Performance-emission optimization in a single cylinder CI-engine with diesel hydrogen dual fuel: A spherical fuzzy MARCOS MCGDM based Type-3 fuzzy logic approach, International Journal of Hydrogen Energy, Elsevier BV, 2023, https://doi.org/10.1016/j.ijhydene.2023.04.019

Publisher : Elsevier BV

Year : 2021

A Pvt Aware Differential Delay Circuit and Its Performance Variation Due to Power Supply Noise

Cite this Research Publication : Anirban Tarafdar, Abir J. Mondal, Uttam K. Bera, B.K. Bhattacharyya, A PVT aware differential delay circuit and its performance variation due to power supply noise, Integration, Elsevier BV, 2021, https://doi.org/10.1016/j.vlsi.2020.10.004

Publisher : Elsevier BV

Year : 2019

Center of Mass and Junction Based Data Routing Method to Increase the QoS in VANET.

Cite this Research Publication : Arindam Debnath, Habila Basumatary, Anirban Tarafdar, Mrinal Kanti DebBarma, Bidyut K. Bhattacharyya, Center of mass and junction based data routing method to increase the QoS in VANET, AEU - International Journal of Electronics and Communications, Elsevier BV, 2019, https://doi.org/10.1016/j.aeue.2019.05.026

Publisher : Elsevier BV

Book Chapter

Year : 2025

Exploring Crown-of-Thorns Starfish and Marine Ecology: Utilizing Deep Learning for Detection and Analysis

Cite this Research Publication : Tarafdar, Exploring Crown-of-Thorns Starfish and Marine Ecology: Utilizing Deep Learning for Detection and Analysis, [source], Springer Nature Singapore, 2025, [url]

Publisher : Springer Nature Singapore

Year : 2025

Effects of Weather Parameters on Tea Yield in North-East India

Cite this Research Publication : Bhowmik, Effects of Weather Parameters on Tea Yield in North-East India, [source], Springer Nature Singapore, 2025, [url]

Publisher : Springer Nature Singapore

Year : 2023

The Dynamics of a Three Stages Prey-Predator-Top Predator Ecological Model Including Shelter and Linear Harvesting and the Effects of Additional Food

Cite this Research Publication : The Dynamics of a Three Stages Prey-Predator-Top Predator Ecological Model Including Shelter and Linear Harvesting and the Effects of Additional Food.” Proceedings of IMBIC, 17th international conference of IMBIC on MSAST 2023, Kolkata, India, December 21-23, 2023. ISBN 978-81-925832-9-7

Conference Paper

Year : 2024

Deep Learning-Based Comparative Study on Multi-Disease Identification in Strawberries

Cite this Research Publication : Rituja Saha, Azharuddin Shaikh, Anirban Tarafdar, Pinki Majumder, Abhijit Baidya, Uttam Kumar Bera, Deep Learning-Based Comparative Study on Multi-Disease Identification in Strawberries, [source], IEEE, 2024, https://doi.org/10.1109/SILCON63976.2024.10910851

Publisher : IEEE

Year : 2024

Enhancing Multi-layer Perceptron Training with Prairie Dog Optimizer: Advancing Classification Accuracy in Medical Diagnostics

Cite this Research Publication : Tanzil Debbarma, Azharuddin Shaikh, Anirban Tarafdar, Abhijit Baidya, Pinki Majumder, Uttam Kumar Bera, Enhancing Multi-layer Perceptron Training with Prairie Dog Optimizer: Advancing Classification Accuracy in Medical Diagnostics, [source], IEEE, 2024, https://doi.org/10.1109/SILCON63976.2024.10910597

Publisher : IEEE

Year : 2024

Optimizing 3D U-Net for Brain MRI Segmentation: MARCOS and MAIRCA-Based Hyperparameter Tuning

Cite this Research Publication : Priti Gupta, Anirban Tarafdar, Tanmay Basu, Azharuddin Shaikh, Paritosh Bhattacharya, Optimizing 3D U-Net for Brain MRI Segmentation: MARCOS and MAIRCA-Based Hyperparameter Tuning, [source], IEEE, 2024, https://doi.org/10.1109/SILCON63976.2024.10910562

Publisher : IEEE

Year : 2023

Advance Machine Learning Based Optimal Heart Disease Prediction System

Cite this Research Publication : Shreya Roy, Anirban Tarafdar, Paritosh Bhattacharya, Azharuddin Shaikh, Advance Machine Learning Based Optimal Heart Disease Prediction System, [source], IEEE, 2023, https://doi.org/10.1109/ICAIHC59020.2023.10431431

Publisher : IEEE

Year : 2023

Regression based Machine Learning approach to predict Flight Price between Bangalore and Kolkata

Cite this Research Publication : A Poojitha Reddy, Anirban Tarafdar, Uttam Kumar Bera, Regression based Machine Learning approach to predict Flight Price between Bangalore and Kolkata, [source], IEEE, 2023, https://doi.org/10.1109/I2CT57861.2023.10126456

Publisher : IEEE

Year : 2023

Prediction of Air Quality Index in Kolkata city using an Advanced Learned Interval Type-3 Fuzzy Logic System

Cite this Research Publication : Anirban Tarafdar, Pinki Majumder, Uttam Kumar Bera, Prediction of Air Quality Index in Kolkata city using an Advanced Learned Interval Type-3 Fuzzy Logic System, [source], IEEE, 2023, https://doi.org/10.1109/I2CT57861.2023.10126430

Publisher : IEEE

Education
  • Ph.D. in Science (Soft Computing and AI), NIT Agartala, June 2024.
    Thesis: “Study on Type-3 Fuzzy Logic Based Intelligent System and Its Engineering Applications”
  • M.Sc. in Mathematics, IIT Madras, 2014 .
Professional Achievements
  • Qualified CSIR-UGC NET (2018) in Mathematical Sciences.
  • Qualified GATE (2015) with an All-India Rank (AIR) of 563.
  • Recipient of Student Merit Scholarship (2013) at IIT Madras.
  • Qualified IIT-JAM (2012) in Mathematics, securing admission to IIT Madras.
Awards
  • Best Research Paper Presenter Award (2019) at the International Conference on Emergent Research in Mathematics and Engineering, organized by the Department of Mathematics, NIT Agartala
Professional Experience
  • Apr, 2024 to June, 2025: Post Doctoral Fellow, Data Science and Engineering, IISER, Bhopal
  • Mar, 2023 to Apr,2024: Project Research Fellow, NBHM Project, sponsored by DAE, NIT Agartala
  • Feb, 2018 to Jan,2023: Teaching Assistant, NBHM Project, sponsored by DAE, NIT Agartala
  • July, 2017 to Feb, 2018: Assistant Professor, JIS College of engineering, Kalyani, West Bengal
  • Sept, 2015 to July, 2017: Assistant Professor, Eminent College of Management and Technology
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