Information
- Designation : Associate Professor
- Email : pinki@cse.nits.ac.in
- Phone : 9101671744
Key Notes
- Conference: International - 22
- Journals: 13
- Conferences: 25
- Book: 1
- PhD: Guided: 1
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PUBLICATIONS1
DOCTORAL STUDENTS1
PROJECTIntroduction [Biosketch]
- Dr Pinki Roy received her B. Tech and M. Tech degree from Dr Babasaheb Ambedkar Technological University, Lonere, Maharastra. She received her PhD degree in the field of Language Identification from the National Institute of Technology, Silchar, Assam-788010, India. (Under NIT-Silchar and Indian Institute of Technology-Guwahati MOU scheme). The title of her PhD thesis is “Automatic Identification of Indian Languages Based on Various Statistical Approaches”, and she has worked under the able guidance of Dr Pradip Kumar Das, Professor, IIT-Guwahati, Assam. Dr Pinki Roy has been working in NIT-Silchar for the past 21 years, and her research interests include machine intelligence,language identification, Speech Processing, Health informatics. She has published more than 70 papers in SCI/SCIE/Scopus Journals, conferences and Book Chapters. She was the recipient of various National and International awards. She is always an active participant in various International conferences held in India and abroad. She had travelled to international destinations like Singapore, Sydney(Australia), London and Italy to attend the world top-level conferences where her research work was highly appreciated. Already 5 PhD scholars have attained PhD degrees under her guidance in the area of cloud computing ,speech processing and Health Informatics. At present,7 scholars and 1 JRF are working under her guidance. She has organized workshops on Machine and Deep learning where people from Academics and Industry were invited to bridge the gap between both organizations. She has chaired several sessions at many renowned International Conferences and delivered expert talks in various workshops and International conferences in India and abroad from time to time. She has served as a TPC(Technical Programme Committee) member and has reviewed many papers in International conferences and Journals.
Areas of Interest
- Speech Processing, Machine Intelligence, Cloud Computing, Audio visual processing, Health Informatics
| Institution | Year | Degree |
|---|---|---|
| Dr. Babasaheb Ambedkar Technological University, Lonere, Maharastra | 2002 | B.Tech |
| Dr. Babasaheb Ambedkar Technological University, Lonere, Maharastra | 2004 | M.Tech |
| National Institute of Technology, Silchar | 2014 | Ph.D. |
Teaching Experience
National Institute of Technology, Silchar
National Institute of Technology, Silchar
Sujit Kumar Das, Pinki Roy, “Oversample-Select-Tune: A Machine Learning Pipeline for Improving Diabetes Identification”, Concurrency and Computation Practice and Experience, Wiley Online Library, 2022, Impact Factor: 1.536
Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay and Sujit Kumar Das, “CR-SSL: A Closely Related Self Supervised Learning Based Approach for Improving Breast Ultrasound Tumor Segmentation”, International Journal of Imaging Systems and Technology, Wiley Online Library, 2022, Indexed in SCIE, Impact Factor: 2
Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay and Sujit Kumar Das, “Achieving Highly Efficient Breast Ultrasound Tumor Classification with Deep Convolutional Neural Networks”, International Journal of Information Technology(IJIT), 2022, Indexed in Scopus
Saswati Debnath, Pinki Roy, “Study of different feature extraction method for visual speech recognition”, In Proceedings 2021 International Conference of Computer Communication and Informatics (ICCCI-2021), Coimbatore, 2021
Abhishek Kumar, Pinki Roy, Arnab Kumar Mishra, Sujit Kumar Das, “Artificial Intelligence in Radiological Covid19 Detection: A State of the Art Review”, In Proceedings International Conference on Big Data, Machine Learning and Applications (BigDML 2021), NIT Silchar, 2021
Sujit Kumar Das, Pinki Roy, Arnab Kumar Mishra, “Analysis of Synthetic Data Generation Techniques in Diabetes Prediction”, In Proceedings International Conference on Big Data, Machine Learning and Applications (BigDML 2021), NIT Silchar, 2021
Sujit Kumar Das, Pinki Roy, Arnab Kumar Mishra, “Pre-Trained EfficientNet-B0 with adjusted Optimizer, Learning rate and Image size to Improve Diabetic Foot Ulcers Diagnosis”, In Proceedings International Conference on Emerging Electronics & Automation (E2A 2021), NIT Silchar, 2021
Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay, and Sujit Kumar Das, “ADASemSeg: An Active Learning Based Data Adaptation Strategy for Improving Cross Dataset Breast Tumor Segmentation”, In Proceedings 3rd International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND 2021), 2021
Ripon Patgiri, Anupam Biswas, Pinki Roy, “Health Informatics :A Computational Perspective in Health care”, 2021, Springer
Himanish Shekar Das
Completed :
Supervisor : Dr.Pinki Roy
Co Supervisor : NA
Sl.No: 1
Title Of Research Project: " Ultrasound Image based Breast Cancer Prediction and Detection using Deep Learning Computational Techniques "
Sponsored By: SERB or ANRF
Overall Budget: Rs 2900000
Duration: Feb 18, 2023 - Feb 18, 2026 (3 years)
Status: Ongoing
Principal Investigator: Dr.Pinki Roy , Associate Professor, NIT-Silchar, Assam
Co Principal Investigator: Dr.Anupam Biswas,Assistant Professor,NIT-Silchar,Assam
Collaborated With: NA
| Sl.No | Award/Recognition/Achievement | Year | Approved agency |
|---|---|---|---|
| 1 | Best Researcher Award in Engineering, Science and Health | 2022 | INSO Award, Pondicherry, 2022 |
| 2 | International Best Researcher Award | 2022 | IIRA Award in Association with World Research Council, Tamil Nadu |
| 3 | Best Golden personalities Award | 2016 | Friendship Forum, New Delhi 2016. |
| 4 | Global Award for Education | 2016 | Friendship Forum, New Delhi |
| 5 | Bharat Excellence Award | 2016 | Friendship Forum, New Delhi |
| 6 | Rastriya Gaurav Award | 2015 | India International Friendship Society, New Delhi |
| 7 | Young Scientist Award,Awarded for major contribution in research during PhD | 2015 | Venus International foundation, Chennai |
| 8 | Distinguished Alumnus Award,Honored as one of the most distinguished lady alumnus | 2014 | Dr. Babasaheb Ambedkar technological university, Lonere, Maharashtra |
