Dr. Partha Ghosh
Computer Sc. & Engg.
Asst. Professor
Email: partha@gcect.ac.in
Dr. Partha Ghosh, is an Assistant Professor at Department of Computer Science and Engineering. He holds Ph.D. degree in Computer Science and Engineering. Prior to his doctoral studies, he earned his M.Tech. (Computer Science and Engineering), B.E. (Computer Science and Engineering) and a B.Sc. (Honours) degree in Physics from University of Calcutta. He has teaching experience of about 15 years. His current areas of interest include Machine Learning, Image Processing and Computer Vision. He has contributed several research papers in national and international journals and conferences.
Teaching Area:
- Machine Learning
- Deep Learning
- Natural Language Processing (NLP)
- Computer Vision
Research Area:
- Machine Learning
- Deep Learning
- Natural Language Processing (NLP)
- Computer Vision
Workshop / Seminar / FDP:
- Organized One-Week HANDS-ON Faculty Development Program (FDP) on “Artificial Intelligence using Python” in association with Brain-o-vision Solutions India Pvt. Ltd. & National Youth Council of India. The program was held online from 14.09.2020 to 19.09.2020. It had 600 participants from different states of INDIA, mostly consisting of faculty and research scholars.
- Organized National Level One Week Faculty Development Program on “Amazon Web Services (AWS)” with 15000+ faculties across the nation. The program took place from 22-08-2022 to 27-08-2022 and was organized by Brain-o-vision Solutions India Pvt. Ltd in association with All India Council of Technical Education – AICTE.
- Organizing a 1-Year Certificate Course on “Python for AI, Data Science, Big Data, and the Cloud” (Coordinator) from May 2023 to April 2024. The course is currently ongoing.
Ph.D. Thesis Guidance:
- Admitted: 01
- Awarded: Nil
Book Chapters:
- Ghosh, Partha. “Deep learning to diagnose diseases and security in 5g healthcare informatics.” In Machine Learning and Deep Learning Techniques for Medical Science, pp. 279-331. CRC Press, 2022.
- Ghosh, Partha, Ananya Biswas, and Suradhuni Ghosh. “Fundamentals and Technicalities of Big Data and Analytics.” In Intelligent Systems in Healthcare and Disease Identification using Data Science, pp. 51-106. Chapman and Hall/CRC, 2023.
- Ghosh, Partha, “Environmental impacts of Industrial Processes in Industry 4.0 Ecosystem and Sustainability: Artificial Intelligence Approach”, In AI-Driven Digital Twin and Industry 4.0: A Conceptual Framework with Applications, NOVA, 2023 (Accepted).
- Ghosh, Partha, “Neural Network and Neural Computing”, In Advanced Analytical and Numerical Methods with their Applications to Industrial Problems, 2023 (Accepted).
Books Written:
- Basic Concepts of C Programming,
Publisher: BOOKS AND ALLIED (P) LTD.
(ISBN 978-81-942437-0-0)
View Details
- Higher Secondary Computer Applications (For Semester I)
Publisher: Santra Publications
- Artificial Intelligence for Everyone (BSc. Major/Minor/Mdc Sem-II)
Publisher: Santra Publications
Publications:
- “Ghosh, Partha; Mali, Kalyani; Das, Sitansu K.” Use of spectral clustering combined with normalized cuts (N-Cuts) in an iterative k-means clustering framework (NKSC) for superpixel segmentation with contour adherence. Pattern Recognition and Image Analysis, 28, 400-409, 2018. Pleiades Publishing, Springer.
- “Ghosh, Partha; Mali, Kalyani; Das, Sitansu Kumar.” Chaotic firefly algorithm-based fuzzy C-means algorithm for segmentation of brain tissues in magnetic resonance images. Journal of Visual Communication and Image Representation, 54, 63-79, 2018. Elsevier.
- “Ghosh, Partha; Mali, Kalyani; Das, SK.” Superpixel segmentation with contour adherence using spectral clustering, combined with normalized cuts (N-Cuts) in an iterative k-means clustering framework (NKSC). International Journal of Engineering and Future Technology, 14(3), 23-37, 2017.
- “Ghosh, Partha; Mali, Kalyani.” Image Segmentation by Grouping Pixels in Color and Image Space Simultaneously using DBSCAN Clustering Algorithm. Journal of Remote Sensing & GIS, 52-60, 2013.
- “Ghosh, Partha; Goswami, S. K.” A Better First-Derivative Approach For Edge Detection. International Journal of Engineering Research & Technology (IJERT), 2(Issue 11), 1019-1023, 2013.
- “Ghosh, Partha.” An Approach to Design a Compiler in Context of Lexical Analyzer (Scanner) and Parser Generation (Parser) Followed by Non-optimized Intermediate Code Generation using Compiler Construction Tools. Journal of Advances in Shell Programming, 1(1), 1-8, 2014.
- “Ghosh, Partha; Mali, Kalyani; Das, Sitansu K.” Chaotic Firefly Algorithm based FCM Algorithm for increasing the global search mobility and Fast Segmentation of Brain Tissues in Magnetic Resonance Images. International Conference On Advances in Engineering & Technology (ICAET-2016), 1(1), 54-66, 2016.
- “Ghosh, Partha; Das, Sitansu K.; Mali, Kalyani.” Comparative Analysis of Proposed FCM Clustering Integrated Enhanced Firefly-Optimized Algorithm (En-FAOFCM) for MR Image Segmentation and Performance Evaluation. Journal of Image Processing & Pattern Recognition Progress., 3(1), 32-44, 2016.
- “Ghosh, Partha; Mali, Kalyani; Das, Sitansu K.” Superpixel Segmentation using DBSCAN Clustering Algorithm. Journal of Artificial Intelligence Research & Advances, 4(3), 26-36, 2017.
- “Ghosh, Partha; Mali, Kalyani; Das, Sitansu K.” Comparative study of Symmetry Based Automatic data clustering techniques: Application to edge pixels clustering of digital images. International Conference on Recent Innovations in Management, Engineering, Science and Technology (RIMEST 2018), IEEE UP section (India), 1(1), 228-241, 2018.
- “Ghosh, Partha; Ghosh, Suradhuni.” IoT and Machine Learning in Green Smart Home Automation and Green Building Management. Journal of Alternate Energy Sources and Technologies, 10(3), 8-36, 2019.
- “Ghosh, Partha; Dan, Anirban; Goswami, Abhi; Chakraborty, Nilagnik; Chakraborty, Amit.” Comparative Study of Reinforcement Learning Algorithms on Traffic Light Control System. Journal of Artificial Intelligence Research & Advances, 8(3), 33-45, 2021.
- “Ghosh, Partha; Roy, Sayantan; Bose, Sombit; Mondal, Avisek.” A Survey on Deep Learning based Detection of Abnormal Human Behaviour using Computer Vision Human Activity Recognition System. Journal of Computer Technology & Applications, 12(3), 32-41, 2021.
- “Ghosh, Partha.” BOOK: Basic Concepts of C Programming. 2020. BOOKS AND ALLIED (P) LTD. (ISBN 978-81-942437-0-0) [Link](https://www).
- “Ghosh, Partha.” Presented a paper entitled: “A Survey on Deep Learning based Detection of Abnormal Human Behaviour using Computer Vision Human Activity Recognition System”. International Virtual Conference on Mathematical and Computational Models – ICMCM’21, 2021.
- “Ghosh, Partha.” Presented a paper entitled: “A Study on Music Genre Classification using Machine Learning”. International Virtual Conference on Mathematical and Computational Models – ICMCM’21, 2021.
- “Ghosh, Partha.” Deep Learning to Diagnose Diseases and Security in 5G Healthcare Informatics. Machine Learning and Deep Learning Techniques for Medical Science (eBook ISBN 9781003217497), 279-331, 2022. CRC Press, Taylor & Francis Group, USA. DOI: 10.1201/9781003217497-16.
- “Ghosh, Partha; Mali, Kalyani; Das, Sitansu Kumar.” Comparative study of Symmetry Based Automatic data clustering techniques: Application to edge pixels clustering of digital images. International Journal of Advance Research in Science and Engineering, 7(3), 74-87, 2018.
- “Ghosh, Partha; al., et.” Chaotic Firefly Algorithm based FCM Algorithm for increasing the global search mobility and Fast Segmentation of Brain Tissues in Magnetic Resonance Images. Scientific Voyage, 2(2), 11, 2016, GCECT.
- “Ghosh, Partha.” Timely Diabetes Possibility Prediction using AI Techniques. Journal of Artificial Intelligence Research & Advances, 9(2), 2022, STM Journal.
- “Ghosh, Partha.” Early Stage Diabetes Risk Prediction using Machine Learning (मशीन लर्निंग का उपयोग करके प्रारंभिक चरण मधुमेह जोखिम भविष्यवाणी). Research Journal of Science and Technology (विज्ञानं प्रकाश), 2, 31-41, 2022, विज्ञानं प्रकाश.
- “Ghosh, Partha; al., et.” Technicalities and Tools for Big Data Analysis. Current Trends in Information Technology, 12(2), 12-20, 2022.
- “Ghosh, Partha; Biswas, A.; Ghosh, S.” Fundamental and Technicalities of Big Data and Analytics. Intelligent Systems in Healthcare and Disease Identification using Data Science, 2023, CRC Press, Taylor & Francis Group, USA.
- “Ghosh, Partha; al., et.” Genre Classification of Music Using Machine Learning. International Journal of Distributed Computing and Technology, 8(2), 17-28, 2022, JournalsPub.
- “Ghosh, Partha; al., et.” Data mining approach to predict academic performance of students. BOHR International Journal of Computer Science, 2(1), 21-31, 2023, BOHR.
- “Ghosh, Partha; al., et.” A Study on Music Genre Classification using Machine Learning. International Journal of Engineering Business and Social Science, 1(4), 308-320, 2023, IJEBSS.
- “Ghosh, Partha; Bose, Sombit; Roy, Sayantan; Mondal, Avisek.” Detection of abnormal human behavior using deep learning. BOHR International Journal of Smart Computing and Information Technology, 4(1), 95-104, 2023, BOHR.