Dr. Tamal Ghosh
Associate Professor | Educator | Researcher | NAAC Consultant
Dept. of Computer Science & Engineering, School of Engineering & Technology, Adamas University, Kolkata
PostDoc NTNU, Gjøvik, Norway
PhD Jadavpur University
B.Tech CSE NIT Calicut
M.Tech IE&M WBUT
Email (official): tamal.ghosh1@adamasuniversity.ac.in
Peer-Reviewed Journals (30 Publications)
D Bhattacharjee, T Ghosh, PK Dan (2026) - Heuristic Cell Formation via Spatial Design of Utilization Patterns. OPSEARCH (Accepted). Impact Factor: 1.8. DOI
T Ghosh, PK Dan (2026) - Data-Driven Optical Quality Inspection and Optimization within Automated Manufacturing Processes. iMECH Part B: Journal of Engineering Manufacture (Accepted). Impact Factor: 1.9. DOI
T Ghosh (2025) - Development and Validation of an Optical Surface Quality Metric for Product Inspection. Int. J. Quality Engineering and Technology (Accepted). ISSN: 1757-2185. DOI
D Bhattacharjee, S Mandol, T Ghosh (2025) - Meta-model-based optimization of rule-based energy management in second-hand plug-in hybrid electric vehicles. Data Science and Management. ISSN: 2666-7649. DOI
D Bhattacharjee, T Ghosh, P Bhola, K Martinsen, PK Dan (2021) - Ecodesigning and improving performance of plugin hybrid electric vehicle in rolling terrain through multi-criteria optimisation of powertrain. Proc IMechE Part D: Journal of Automobile Engineering, 236(5), pp. 1019-1039. Impact Factor: 1.828.
T Ghosh, K Martinsen (2021) - A Collaborative Beetle Antennae Search Algorithm Using Memory Based Adaptive Learning. Applied Artificial Intelligence, 35(6), pp. 440-475. ISSN: 1087-6545. Impact Factor: 1.58.
T Ghosh, Y Wang, K Martinsen, K Wang (2020) - A Surrogate-Assisted Optimization Approach for Multi-Response End Milling of Aluminium Alloy AA3105. Int. J. Advanced Manufacturing Technology, 111, pp. 2419-2439. ISSN: 0268-3768. Impact Factor: 3.226.
T Ghosh, K Martinsen (2020) - Deploying NSBA algorithm for Bi-Objective Manufacturing Cells Considering Percentage Utilization of Machines. Int. J. Intelligent Systems, Technologies, and Applications, 19(3), pp. 257-279. ISSN: 1740-8865.
T Ghosh (2020) - Optimal design of manufacturing cells considering machine usage percentage. Journal of Advanced Manufacturing Systems, 19(3), pp. 411-423. ISSN: 1793-6896.
T Ghosh, K Martinsen (2020) - Deep-Learning Assisted Iterative Multi-Objective Optimization of Yarn Production Process. Int. J. Experimental Design and Process Optimisation, 6(3), pp. 234-252. ISSN: 2040-2252.
T Ghosh (2019) - Generalized Utilization-Based Similarity Coefficient For Machine-Part Grouping Problem In Cellular Manufacturing. Management and Production Engineering Review, 10(4), pp. 90-100. ISSN: 2080-8208.
T Ghosh, K Martinsen, PK Dan (2019) - Development and Correlation Analysis of Non-Dominated Sorting Buffalo Optimization NSBUF II Using Taguchi's Design Coupled Gray Relational Analysis and ANN. Applied Soft Computing, 85, 105809. ISSN: 1568-4946. Impact Factor: 6.725.
D Bhattecharjee, T Ghosh, P Bhola, K Martinsen, PK Dan (2019) - Data-Driven Surrogate Assisted Evolutionary Optimization of Hybrid Powertrain for Improved Fuel Economy and Performance. Energy, 183, pp. 235-248. ISSN: 0360-5442. Impact Factor: 8.857.
T Ghosh, K Martinsen (2019) - CFNN-PSO: An Iterative Predictive Model for Generic Parametric Design of Machining Processes. Applied Artificial Intelligence, 33(11), pp. 951-978. ISSN: 1087-6545. Impact Factor: 1.58.
T Ghosh, K Martinsen (2019) - Generalized approach for multi-response machining process optimization using machine learning and evolutionary algorithms. Engineering Science and Technology, an International Journal, 23(3), pp. 650-663. ISSN: 2215-0986. Impact Factor: 6.39.
T Ghosh, B Doloi, PK Dan (2017) - Utilization-based Grouping Efficiency and Multi Criteria Decision Approach in Designing Manufacturing Cells. Proc. Inst. Mech. Eng., Part B: Journal of Engineering Manufacture, 231(3), pp. 505-522. ISSN: 0954-4054. Impact Factor: 2.759.
T Ghosh, B Doloi, PK Dan (2016) - Applying soft-computing techniques in solving dynamic multi-objective layout problems in cellular manufacturing system. Int. J. Advanced Manufacturing Technology, 86(1), pp. 237-257. ISSN: 0268-3768. Impact Factor: 3.226.
T Ghosh, B Doloi, PK Dan (2016) - An Immune Genetic algorithm for inter-cell layout problem in cellular manufacturing system. Production Engineering, 10(2), pp. 157-174. ISSN: 0944-6524.
T Ghosh, S Sengupta, B Doloi, PK Dan (2014) - AI-based techniques in cellular manufacturing systems: a chronological survey and analysis. Int. J. Industrial and Systems Engineering, 17(4), pp. 449-476. ISSN: 1748-5037.
M Chattopadhyay, S Sengupta, T Ghosh, PK Dan, S Mazumdar (2013) - Neuro-Genetic Impact on Cell Formation Methods of Cellular Manufacturing System Design: A Quantitative Review and Analysis. Computers & Industrial Engineering, 64(1), pp. 256-272. ISSN: 0360-8352. Impact Factor: 5.431.
T Ghosh, PK Dan, M Chattopadhyay (2013) - Hybrid Principal Component Analysis Technique to Machine-Part Grouping Problem in Cellular Manufacturing System. Int. J. Advanced Operations Management, 5(3), pp. 237-260. ISSN: 1758-938X.
T Ghosh, PK Dan (2012) - Particle swarm optimisation in development of component families using classification and coding system: a case study in an Indian manufacturing firm. Int. J. Services and Operations Management, 13(4), pp. 441-456. ISSN: 1741-539X.
T Ghosh, T Chakraborty, PK Dan (2012) - An Effective AHP-based Metaheuristic Approach to Solve Supplier Selection Problem. Int. J. Procurement Management, 5(2), pp. 140-159. ISSN: 1748-8432.
S Sengupta, T Ghosh, PK Dan (2011) - A Hybrid Neural Network Approach to Cell Formation in Cellular Manufacturing. Int. J. Intelligent Systems Technologies and Applications, 10(4), pp. 360-376. ISSN: 1740-8865.
T Ghosh, S Sengupta, M Chattopadhyay, PK Dan (2011) - Meta-heuristics in Cellular Manufacturing: A State-of-the-art Review. Int. J. Industrial Engineering Computations, 2(1), pp. 87-122. ISSN: 1923-2926.
T Ghosh, M Modak, PK Dan (2011) - SAPFOCS: a metaheuristic based approach to part family formation problems in group technology. Int. J. Management Science and Engineering Management, 6(3), pp. 231-240.
S Sengupta, T Ghosh, PK Dan (2011) - Fuzzy ART K-Means Clustering Technique: a hybrid neural network approach to cellular manufacturing systems. Int. J. Computer Integrated Manufacturing, 24(10), pp. 927-938. ISSN: 0951-192X. Impact Factor: 3.70.
T Ghosh, PK Dan (2011) - Effective Clustering Method for Group Technology Problems: A Short Communication. E-Journal of Science & Technology, 6(4), pp. 23-28.
T Ghosh, S Sengupta, PK Dan (2010) - A hybrid heuristic based clustering algorithm to design manufacturing cell. Management and Production Engineering Review, 1(4), pp. 26-37. ISSN: 2080-8208.
T Chakraborty, T Ghosh, PK Dan (2010) - Application of analytic hierarchy process and heuristic algorithm in solving vendor selection problem. Business Intelligence Journal, 4(1), pp. 167-177. ISSN: 1918-2325.
International/National Conferences (20 Publications)
Dalapati, Maity, Shorna, Pal, Paul, Ghosh (2026) - Fuzzy-Enhanced Genetic and Swarm Optimization for Efficient Cloud Task Scheduling. CIACON 2026, Durgapur (accepted)
Maity, Golder, Dutta, Paul, Ghosh (2026) - BdSL-82: A Unified Multi-View Video Dataset for Bengali Sign Language Recognition. CIACON 2026, Durgapur (accepted)
K Paul, A Basu, T Ghosh, S Saha (2026) - Improved Prompt Generation Framework using Gemma-3-based Context-Aware Language Models. SIGNASS 2026, NIT JIS.DOI
A Maity, J Hore, P Das, J Pal, T Ghosh (2026) - Palm Line Segmentation Using SAGMS-UNet. ICDMAI Kolkata-2026.
DK Kundu, T Ghosh, PK Dan (2025) - Designing a Voice-Controlled AI-Based Cobot Arm for Surgical Assistance. 40th Indian Engineering Congress 2025.
A Maity, S Golder, D Das, T Ghosh (2025) - VARC-UNet: A Variational Attention Framework with Content-Aware Upsampling for Nicotine Stain Image Segmentation. 40th Indian Engineering Congress 2025, NIT-DGP.
K Paul, A Basu, S Paul, SS Trivedy, A Kumar, P Mazumder, T Ghosh, S Saha (2025) - Vectorized Precedent Retrieval and Multi-Agent Deliberation for Interpretable Legal Decisions. 40th Indian Engineering Congress 2025, NIT-DGP.
K Paul, T Ghosh, S Saha (2025) - Hybrid Camouflage Optimization Algorithm: An Adaptive Evolutionary Framework for Fast and Robust Convergence. 40th Indian Engineering Congress 2025, NIT-DGP. DOI
A Maity, T Ghosh, K Paul, T Ghosh (2025) - Nail Disease Diagnosis Using a CNN-Transformer Hybrid Architecture. ICCTE-NBU 2025, Springer, DOI
A Maity, T Ghosh (2025) - Enhanced Surface Defect Detection Using a Modified KMeans-Assisted YOLOv5 Algorithm for Anchor Box Optimization. 2nd ICDDA 2025, Assam Kaziranga University, 7th-9th May 2025.
T Ghosh (2022) - An Industrial Application of Cellular Manufacturing Using African Buffalo Optimization. IWAMA 2021, Shanghai, China, LNEE 80, pp. 1-7, Springer.
Y Kaushik, T Ghosh (2022) - PSO-Based Improved Surface Roughness Measuring Approach of Manufactured Product Within CP Factory Using T6 6068 Aluminium. ICICT 2022, London, UK. LNNS Vol. 465, pp. 163-172, Springer.
T Ghosh, K Martinsen (2020) - NSGA III for CNC End Milling Process Optimization. SoMMA 2019, Trivandrum, India. Comm. Computer and Information Science (CCIS), Springer, Vol. 1203, 2020.
B Chen, K Wang, X Gao, Y Wang, S Chen, T Zhang, K Martinsen, T Ghosh (2020) - A New Fault Identification Method Based on Combined Reconstruction Contribution Plot and Structured Residual. IWAMA 2019, Plymouth, UK. LNEE, Springer, vol. 634.
X Gao, S Chen, K Wang, Y Wang, W Xie, J Yuan, K Martinsen, T Ghosh (2020) - Collaborative Fault Diagnosis Decision Fusion Algorithm Based on Improved DS Evidence Theory. IWAMA 2019, Plymouth, UK. LNEE, Springer, vol. 634.
T Ghosh, K Martinsen (2020) - Machine Learning based Heuristic Technique for Multi-Response Machining Process. IIRTS 2019, Krakow, Poland. LNME, Springer.
T Ghosh, K Martinsen, PK Dan (2019) - Data-Driven Beetle Antennae Search Algorithm for Electrical Power Modeling of a Combined Cycle Power Plant. WCGO 2019, Metz, France. AISC, Springer, pp. 906-915.
D Ghosh, T Ghosh, B Doloi, P Das (2015) - Optimization of Influential Process Parameters of Abrasive Waterjet Cutting of Glass. COPEN-9, IIT Bombay, 10th-12th December, 2015.
T Ghosh, B Doloi, PK Dan (2014) - A Novel Cell Formation Technique in Cellular Manufacturing System Based on Various Production Factors. AIMTDR-2014, IIT Guwahati, India, 12th-14th December, 2014.
T Ghosh, PK Dan (2012) - Modeling of Optimal Design of Manufacturing Cell Layout Considering Material Flow and Closeness Rating Factors. AIMTDR-2012, Jadavpur University, India, 14th-16th December, 2012.
T Ghosh, PK Dan (2011) - An Effective Machine-Part Grouping Algorithm to Construct Manufacturing Cells. NCIE 2011, WBUT Kolkata, India, 17th-18th February, 2011.
S Sengupta, T Ghosh, PK Dan, M Chattopadhyay (2011) - Hybrid fuzzy-art based k-means clustering methodology to cellular manufacturing using operational time. ICOEGC 2011, RVCE Bangalore, India, 3rd-5th February, 2011.
Book Chapters (1 Publication)
PK Dan, T Ghosh, S Sengupta (2012) - Application of Soft-Computing Methods in Cellular Manufacturing. In: Computational Methods for Optimizing Manufacturing Technology: Models and Techniques, DP Davim (Ed.), IGI-Global, Hershey, PA, USA, pp. 1-43. ISBN: 9781466601284.
ArXiv Preprints (3 Publications)
S Singh, T Ghosh (2025) - Bio-inspired Neuron Synapse Optimization for adaptive learning and smart decision-making. ArXiv [Cs.NE], 28 October. DOI: 10.48550/arXiv.2511.00042
A Maity, T Ghosh (2025) - Comparative analysis of object detection algorithms for surface defect detection. ArXiv [Cs.CV], 21 October. DOI: 10.48550/arXiv.2510.21811
A Maity, A Pal, M.D.S. Islam, T Ghosh (2025) - Hybrid deep learning framework for enhanced diabetic Retinopathy detection: Integrating traditional features with AI-driven insights. ArXiv [Cs.CV], 21 October. DOI: 10.48550/arXiv.2510.21810