Education
Degree | Year | University |
Ph.D. |
2012 |
Jadavpur University |
M.E. |
2005 |
Jadavpur University |
B.Sc |
2000 |
University of Calcutta |
B.Tech |
2003 |
University of Calcutta |
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Teaching Experience (6)
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Name Of The Institution |
Position Held |
Period |
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Dept. of Automation and Control Processes, Saint Petersburg State Electrotechnical University LETI, Russia |
Visiting Professor |
2021, November to 2021, December |
Jadavpur University |
Professor |
2021, May to Till Date |
Jadavpur University |
Associate Professor |
2018, June to 2021, April |
Jadavpur University |
Assistant Professor |
2008, April to 2018, June |
MCKV Institute of Engineering |
Lecturer |
2006, August to 2008, April |
More |
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Industrial Experience (0)
Field of Specialization
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Machine Learning, Deep Learning, Image and Video Processing, Computer Vision
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Courses Taught/Teaching
Computer Organization (BCSE), Computer Organization and Architecture (MCA), Artificial Intelligence (MCA), Principles of Programming Languages (MTCT), C & C++ Programming Languages (Theory and lab), Numerical Methods (Theory and lab), Computer Graphics (Lab), Basic Electronics (Lab).
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Research Area
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Document Image Processing, Evolutionary Algorithm, Feature Selection, Medical Image Analysis, Human Action Recognition, Microarray Data, Facial Emotion Recognition, Speaker and Language Identification from Audio Signals, Scene Text Recognition, and Class Imbalance.
UG research team has developed a Python package for Feature Selection using Nature-inspired Optimization Algorithms: https://pypi.org/project/Py-FS/
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Experience
Conference Papers Published (122)
Title of the paper |
Conference |
Year |
Role |
Vol Number-Page Name |
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An Ensemble of UNet Frameworks for Lung Nodule Segmentation |
In: Alikhanov, A., Lyakhov, P., Samoylenko, I. (eds) Current Problems in Applied Mathematics and Computer Science and Systems. APAMCS 2022 |
2023 |
N. Gautam, A. Basu, D. Kaplun, R. Sarkar |
vol 702- |
Multi-Level Stress Detection using Ensemble Filter-based Feature Selection Method. In: Mahmud, M., Mendoza-Barrera |
Proceedings of Trends in Electronics and Health Informatics. TEHI 2022. Lecture Notes in Networks and Systems |
2023 |
A. Reza, P. K. Singh, M. Mahmud, D. J. Brown, R. Sarkar |
vol 675- |
Moth-Flame Optimization-Based Deep Feature Selection for Cardiovascular Disease Detection Using ECG Signal |
Handbook of Moth-Flame Optimization Algorithm, 1st Edition, CRC Press, Pages 23 |
2022 |
A. Majee, S. Biswas, S. Chatterjee, S. Sen, S. Mirjalili, R. Sarkar |
eBook ISBN9781003205326- |
Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI |
Medical Image Computing and Computer Assisted Intervention - MICCAI 2022. MICCAI 2022 |
2022 |
H. Basak, S. Ghosal, R. Sarkar |
vol 13438- |
Proceedings of International Conference on Frontiers in Computing and Systems |
COMSYS-2022 |
2022 |
R. Sarkar, S. Pal, S. Basu, D. Plewczynski, D. Bhattacharjee |
- |
More |
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Journal Papers Published (229)
Title of the paper |
Journal of publication |
Year |
Role |
Vol Number-Page Name |
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Stock Market Prediction using Altruistic Dragonfly Algorithm |
PLOS ONE |
2023 |
B. Chatterjee, S. Acharya, T. Bhattacharyya, S. Mirjalili, R. Sarkar |
- |
Deep Feature Selection using Adaptive β-Hill Climbing aided Whale Optimization Algorithm for Lung and Colon Cancer Detection |
Biomedical Signal Processing and Control, Elsevier |
2023 |
A. Bhattacharya, B. Saha, S. Chattopadhyay, R. Sarkar |
Vol. 83- |
Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data |
Expert Systems With Applications, Elsevier |
2023 |
A. Naskar, R. Pramanik, S. Hossian, S. Mirjalili, R. Sarkar |
Vol. 221- |
A Modified GNN Architecture with Enhanced Aggregator and Message Passing Functions |
Engineering Applications of Artificial Intelligence, Elsevier |
2023 |
D. Sarkar, S. Roy, S. Malakar, R. Sarkar |
Vo. 122- |
Transformer-based deep reverse attention network for multi-sensory human activity recognition |
Engineering Applications of Artificial Intelligence, Elsevier |
2023 |
R. Pramanik, R. Sikdar, R. Sarkar |
Vol. 122- |
More |
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Books Published (2)
Book Title |
Publisher Name |
Year |
Role |
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Feature Selection for Handwritten Word Recognition Using Memetic Algorithm by M. Ghosh, S. Malakar, S. Bhowmik, R. Sarkar, M. Nasipuri |
Advances in Intelligent Computing, Springer |
2019 |
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A Two-stage Approach to Handwritten Indic Script Identification by P. K. Singh, S. Das, R. Sarkar, M. Nasipuri |
Hybrid Intelligence for Image Analysis and Understanding, Wiley Publishers |
2017 |
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Awards(2)
Awarded By |
Award Name |
Year |
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USIEF |
Fulbright-Nehru Post-doc Fellowship (Univ. of Maryland, College Park, USA) |
2014 | ERASMUS MUNDUS |
EMMA West Post-doc Fellowship (Univ. of Padova, Italy) [didn't avail] |
2013 |
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Ph.D. Thesis Guidance (14)
Name Of The Scholar |
Title Of The Thesis |
Co-Superviser |
Status |
Year |
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Sujan Sarkar |
Deep Learning Approaches for Segmentation and Classification of Skin Cancer Images |
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Ongoing |
2023 | Shib Sankar Sarkar |
Modeling of Machine Learning Approaches on Welding Science and Microstructure Recognition |
Prof. Kalyani Mali, University of Kalyani |
Complete |
2023 | Kunal Biswas |
Personality Traits Prediction using Machine Learning |
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Ongoing |
2023 | Sourajit Maity |
Vehicle Detection and Classification using Deep Learning |
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Ongoing |
2023 | Sk. Mohiuddin |
A Study on Image and Video Forgery Detection Techniques |
Dr. Samir Malakar, Asutosh College |
Ongoing |
2022 | More |
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M.Phil. Thesis Guidance (0)
MASTER Thesis Guidance (31)
Name Of The Scholar |
Title Of The Thesis |
Co-Superviser |
Year |
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Arpan Chakraborty |
A Comparative Study of Different YOLO Models for Vehicle Detection |
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2023 | Debam Saha |
JUIVCDV1: Development of a Still-image based Dataset for Indian Vehicle Classification |
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2023 | Arup Sau |
Deep Learning based Medical Image Analysis: A Case Study on Lung Cancer Data |
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2023 | Arpita Das |
An Ensemble of Deep Learning Models for detecting Invasive Ductal Carcinoma from Histopathological Image |
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2022 | Apu Sarkar |
Blending Of CNN Model with Genetic Algorithm to Recognize Human Activities from Sensor Data |
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2022 | More |
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Project Works (6)
Project Title |
Worked As |
Funding Agency |
Amount |
Duration |
Period |
Status |
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Development of Industrial Open Source IoT Hardware and Open Source Software Product Development |
Co-Investigator |
DST, Govt. of India |
25,00,000/- |
3 Years |
2018 to 2021 |
Complete |
Multi-lingual Text Analytics for Camera-based Handheld Devices |
Principal Investigator |
DST, Govt. of India |
25,96,440/- |
3 Years |
2017 to 2020 |
Complete |
Character Segmentation for Unconstrained Handwritten Bangla Word Images: An extension to other Matra-based Indic scripts |
Principal Investigator |
Departmental Research Project, Jadavpur University |
Rs. 50,000/- |
1 year |
2008 to 2009 |
Complete |
Sanketantar |
Co-Investigator |
Society for Natural Language Technology Research |
Rs. 1,20,000/- |
6 months |
2009, April to 2009, Sept. |
Complete |
An optical recognition system for handwritten Bangla text and its extension to automatic transcription of pre-formatted form documents |
Co-Investigator |
PURSE, DST, Govt. of India |
Rs. 58,05,000/- (Allotted to CSE Dept.) |
3 years |
2010 to 2013 |
Complete | More |
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Patents (0)
Collaborative Programs (0)
InviteLectures (1)
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Title |
Organised By |
Venue |
Year |
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Feature Selection for Big Data Analytics: Challenges and Trends |
22nd International Symposium on Advanced Intelligent Systems (ISIS2021) |
Online |
2021 |
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Membership Of Learned Societies (4)
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IEEE Senior Member |
IEEE Young Professional Affinity Group (Kolkata Section): Executive Committee Member |
IEEE Computer Chapter (Kolkata Section): Executive Committee Member |
ACM Member |
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Orientation/Refresher/QIP CourseAttended/Organized (2)
Program Name |
Organised By |
Venue |
Year |
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Tutorial Chair: International Conference on Data Electronics and Computing (ICDEC)-2022 |
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NEHU, Shillong, Meghalaya, India |
2022 | 3rd International Conference on Frontiers in Computing and Systems (COMSYS-2022) |
IIT Ropar, Punjab, India |
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2022 |
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Seminar/Conference/Workshop (24)
Program Name |
Organised By |
Venue |
Year |
Type Of Participation |
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Faculty Development Program, on Recent Trends in Machine Learning, IoT And Data Science |
Asansol Engineering College, India |
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2023 |
Delivered a lecture | Refresher Course on Data Science and its Application |
Dept. of CSE and UGC MHRD, JU |
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2021 |
Delivered a lecture | AICTE sponsored Phase-II 6-Days STTP Programme- Big Data Analytics Using Soft Computing Tools |
MCKV Institute of Engineering, Liluah, India |
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2021 |
Deliver a lecture | Local Arrangements Chair, ICDCN 2020 |
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Kolkata |
2020 |
| Awareness Training on Cyber-physical systems used in Industry 4.0 on AI & Pattern Recognition |
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Ordnance Factories Institute of Learning, Ishapore, Kolkata |
2019 |
Delivered a lecture | More |
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Session chaired (10)
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Program Name |
Session Title |
Organised By |
Venue |
Year |
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3rd International Conference on Frontiers in Computing and Systems (COMSYS-2022) |
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IIT Ropar, Punjab, India |
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2022 |
4th International Conference on Computational Intelligence in Communications and Business Analytics (CICBA-2022) |
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Assam University, Silchar, India |
2022 |
International Conference on Data Electronics and Computing (ICDEC)-2022 |
Session chair for a lecture by Dr. Kishorjit Nongmeikapam, IIIT Manipur |
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NEHU, Shillong, Meghalaya, India |
2022 |
International Conference on Data Electronics and Computing (ICDEC)-2022 |
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NEHU, Shillong, Meghalaya, India |
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2022 |
IEEE CALCON Conference, 2022 |
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Jadavpur University, Kolkata, India |
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2022 |
More |
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Professional Society Activity (0)
Consultancy work / Testing (0)
Other Notable Activities (3)
Member of Centre for Microprocessor Application for Training, Education and Research (CMATER): https://www.cmaterju.in/ | Program Officer, National Service Scheme (NSS), JU | Visited PRImA, a research lab in University of Salford, Manchester, UK during 16-22 March, 2014 under TEQIP-II scheme |
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