AI Innovation Lab

Research Area:

• Machine Learning
• Explainable Machine Learning
• Deep Learning
• Optimization
• Applications of AI & ML in Biomedical Image Processing, Biomedical Image Registration, Medical Data Mining, Data Science

Computing Facilities

AI Innovation Lab has a total of five workstations with NVIDIA 32 GB, 16 GB, and 4GB GPUs.

Two Workstations with the following configuration:

Three Workstations with the following configuration:

Publication:

Refereed Journal

• Pritam Chakraborty, Anjan Bandyopadhyay, Sricheta Parui, Sujata Swain, Partha Sarathy Banerjee, Tapas Si, Saurav Mallik, Hong Qin, OptiSelect and EnShap: Integrating Machine Learning and Game Theory for Ischemic stroke prediction, PLOS ONE, 2025 Aug 13;20(8):e0328967. doi: 10.1371/journal.pone.0328967. PMID: 40802707; PMCID: PMC12349079. [SCIE Indexd, Q2, Impact Factor: 2.6]
• Biswajit Patwari, Utpal Nandi, Srishti Dey, Sayani Dhar, Sudipta Kr Ghosal, Tapas Si, Blockchain-Integrated Image Steganography using xDoG Edge Detection for Authentication, Cyber Security and Applications (ELSEVIER).Cyber Security and Applications, Volume 3, 2025, 100091, ISSN 2772-9184, https://doi.org/10.1016/j.csa.2025.100091. [SCOPUS-indexed] 
• João Pedro F. Andrade, Tapas Si, Ana Paula Cavalcanti, André C.A. Nascimento, Péricles B.C. Miranda, SUSAN: A Deep Learning-based Architecture for Violence Detection against Women in Surveillance Videos, Expert Systems With Applications (ELSEVIER), Vol. 280, 2025, 127337, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2025.127337. [SCIE Indexd, Q1, Impact Factor: 7.5]
• Shubhankar Bhakta, Utpal Nandi, Chiranjit Changdar, Bachchu Paul, Tapas Si, Rajat Kumar Pal, “aMacP: An adaptive optimization algorithm for Deep Neural Network with manuscript number”, Neurocomputing (Elsevier), Vol. 620, 2025, pp. 129242, https://doi.org/10.1016/j.neucom.2024.129242 [SCIE Indexd, Q1, Impact Factor: 5.5]
• Tapas Si, Pericles B.C Miranda, Utpal Nandi, Nanda Dulal Jana, Ujjwal Maulik, Saurav Mallik, and Mohd Asif Shah, “QSHO: Quantum Spotted Hyena Optimizer for Global Optimization”, Artificial Intelligence Review, (SPRINGER), Vol. 58, No. 3, article number 71, 6th January 2025, https://doi.org/10.1007/s10462-024-11072-y [SCIE Indexd, Q1, Impact Factor: 13.9]
• Utpal Nandi, Anish Sarkar, Chiranjit Changdar, Bachchu Pal and Tapas Si, “PatHybNet: Parallel hybrid network for hyperspectral image classification”, Journal of Indian Society of Remote Sensing (Springer), 21 December 2024 DOI: https://doi.org/10.1007/s12524-024-02072-0 [SCIE Indexed][Impact Factor: 2.2].
• Subhayu Ghosh, Nanda Dulal Jana, Tapas Si, Saurav Mallik, Mohd Asif Shah, “CCLCap-AE AVSS: Cycle Consistency Loss based Capsule Autoencoders for Audio-Visual Speech Synthesis”, Journal of Intelligent Systems (De Gruyter), 2024, vol. 33, no. 1, 2024, pp. 20230171. https://doi.org/10.1515/jisys-2023-0171 [SCIE Indexed][Impact Factor: 2.1].
• Tapas Si, Péricles B.C Miranda, Utpal Nandi, Nanda Dulal Jana, Saurav Mallik, Ujjwal Maulik, Hong Qin, “Opposition-based Chaotic Tunicate Swarm Algorithms for Global Optimization”, IEEE Access, Vol.12, pp.18168 – 18188, 2024, DOI: 10.1109/ACCESS.2024.3359587 ISSN: 2169-3536, [SCIE Indexed] [Impact Factor: 3.9, Q1].
• Cleber A.C.F. da Silva, Daniel Carneiro Rosa, Péricles B.C. Miranda, Tapas Si, Ricardo Cerri, Márcio Basgalupp, “Automated CNN optimization using multi-objective grammatical evolution”, Applied Soft Computing (Elsevier), 151, 111124, Jan 2024, Online ISSN: 1872-9681, https://doi.org/10.1016/j.asoc.2023.111124 [SCI indexed, Q1, Impact Factor: 8.7, H-Index: 171]
• Sudarshan Saikia, Tapas Si, Darpan Deb, Kangkana Bora, Saurav Mallik, Ujjwal Maulik, Zhongming Zhao, “Lesion Detection in Women Breast’s Dynamic Contrast-Enhanced Magnetic Resonance Imaging using Deep Learning”, Scientific Reports, NATURE, 13, 22555, 18 Dec 2023, ISSN 2045-2322 (online), https://doi.org/10.1038/s41598-023-48553-z [SCIE Indexed ][Impact Factor: 4.6, Q1].
• Somnath Ganguly, Joyti Mudi, Tapas Si, and V. Mukherjee, “A novel framework for interconnected hybrid power system design using hybridization of metaheuristic algorithms and fuzzy inference”, International Journal of Modelling and Simulation (Taylor & Francis), 08 Oct 2023, Online ISSN: 1925-7082,https://doi.org/10.1080/02286203.2023.2281181 [SCIE Indexed] [Impact Factor: 3.1, Q1].
• Somnath Ganguly, Joyti Mudi, V. Mukherjee, Tapas Si, Saurav Mallik, Aimin Li, Amal Al-Rasheed, Mohamed Abbas, and Ayman Abdulhammed, “Performance Analysis of Student Psychology-based Optimization for the Frequency Control of Hybrid-Power System”, IEEE Access, Vol. 11, pp. 93864 – 93882, 25 August 2023, ISSN: 2169-3536, 10.1109/ACCESS.2023.3308825 [SCIE Indexed] [Impact Factor: 3.9, Q1].
• Anudyuti Ghorai, Chiranjit Changdar, Tapas Si, Utpal Nandi, Moirangthem Marjit Singh, Jyotsna Kumar Mondal, Indian sign language recognition system using Network Deconvolution and Spatial Transformer Network, Neural Computing and Applications (Springer), Vol. 35, pp. 20889–20907, 26 July 2023, ISSN: 1433-3058, https://doi.org/10.1007/s00521-023-08860-y [ SCIE Indexed ] [impact factor: 6.0, Q1]
• Tapas Si, Dipak Patra, Anjan Bandyopadhyay, Achyuth Sarkar, Saurav Mallik and Hong Qin, “Identification of Breast Lesion through Integrated Study of Gorilla Troops Optimization and Rotation-based Learning from MRI Images”, Scientific Reports, NATURE, Vol. 13, No. 1, pp. 11577, ISSN: 2045-2322, https://doi.org/10.1038/s41598-023-36300-3 [ SCIE Indexed ][Impact Factor: 4.996, Q1].
• Tapas Si, Debolina Bhattacharya, Somen Nayak, Pericles B.C Miranda, Utpal Nandi, Saurav Mallik, Ujjwal Maulik and Hong Qin, “PCOBL: A Novel Opposition-based Learning Strategy to Improve Metaheuristics Exploration and Exploitation for Solving Global Optimization Problems”, IEEE Access, 05 May 2023, Vol. 11, pp. 46413 – 46440, ISSN: 2169-3536, 10.1109/ACCESS.2023.3273298 [ SCIE Indexed ][Impact Factor: 3.476, Q1].
• Pabitra Pal, Partha Chowdhuri, and Tapas Si, A Novel Watermarking Scheme for Medical Image using Support Vector Machine and Lifting Wavelet Transform, Multimedia Tools and Applications (Springer), Vol. 82, pp. 41187–41206, 01 April 2023, ISSN:1573-7721, https://doi.org/10.1007/s11042-023-15144-z [ SCIE Indexed ] [impact factor: 3.6, Q1]
• Tapas Si, 2D MRI Registration using Glowworm Swarm Optimization with Partial Opposition-based Learning for Brain Tumor Progression, Pattern Analysis and Applications (Springer), Vol. 26, pp. 1265–1290, 22 February 2023, ISSN: 1433-755X, https://doi.org/10.1007/s10044-023-01153-z [ SCIE Indexed ] [impact factor: 3.9, Q2]
• Dipak Kumar Patra, Tapas Si, Sukumar Mondal, Prakash Mukherjee, Breast Lesion Detection from MRI images Using Quasi-Oppositional Slime Mould Algorithm, Multimedia Tools and Applications (Springer), Vol. 82, pp. 30599–30641, 27 February 2023, ISSN: 1573-7721, https://doi.org/10.1007/s11042-023-14329-w [ SCIE Indexed ] [impact factor: 3.6, Q1]

Prof. (Dr.) Tapas Si

Associate Dean (Research) & Professor, Dept. of CSE

University of Engineering & Management, Jaipur, GURUKUL, Sikar Road (NH-11), Udaipuria Mod, Rajasthan-303807, India

E-mail: [email protected], [email protected]