
Dr. Himanish Shekhar Das
Assistant Professor
Ph.D. : National Institute of Technology SilcharResearch Interests:
Speech Processing (Language Identification), Medical Image Processing, Machine Learning, Deep LearningJoined the University in Feb 1, 2020
Phone: +918638889747
Email: himanish.das@cottonuniversity.ac.in
About
Ph.D. in Computer Science and Engineering, National Institute of Technology Silchar, Assam
M.Tech in Computer Science and Engineering, National Institute of Technology Durgapur, West Bengal
B.Tech in Computer Science and Engineering, National Institute of Technology Silchar, Assam
Teaching
Database Management System
Machine Learning
Operating System
Data Mining
Compiler Design
Formal Language and Automata Theory
Deep Learning
Graph Theory and its applications
Experience
Career Profile/Services:
Assistant Professor, Cotton University, Guwahati (From Feb 2020 - till date)
Assistant Professor, Jorhat Engineering College, Assam (From Sept 2018 - Jan 2020)
Assistant Professor, Birla Institute of Technology Mesra, Jharkhand (From Jan 2018 - Aug 2018)
Teaching Assistant, National Institute of Technology Silchar, Assam (From Aug 2015 - Dec 2017)
Administrative Experience:
Member, Internal Quality Assurance Cell (IQAC), Cotton University, Guwahati
Member, Board of Studies (BOS) of Physical, Chemical and Mathematical Sciences, Cotton University, Guwahati
Research Projects
Serial No. | Role | Title of the Project | Sponsoring Agency | Sanctioned Amount | Status | Duration |
3 | Co-Principal Investigator | Breast Cancer Detection from Mammographic Images using Deep Learning Architectures | Collaborative Research Scheme (CRS) of ASTU under TEQIP-III program of MHRD funded by World Bank | Rs. 3,00,000 | Completed | 2019-21 |
2 | Co-Principal Investigator | Time Series Analysis and Prediction of Air Pollution in Guwahati | Collaborative Research Scheme (CRS) of ASTU under TEQIP-III program of MHRD funded by World Bank | Rs. 2,97,000 | Completed | 2019-21 |
1 | Co-Principal Investigator | Detection of Parkinson’s disease from hand-drawn images using Deep Learning Techniques | Collaborative Research Scheme (CRS) of ASTU under TEQIP-III program of MHRD funded by World Bank | Rs. 3,00,000 | Completed | 2019-21 |
Research paper publications till 2021
Journals
Serial No. | Journals | Year |
9 | Himanish Shekhar Das, A. Das, A. Neog, S. Mallik, K. Bora and Z. Zhao, "Breast Cancer Detection: Shallow Convolutional Neural Network against Deep Convolutional Neural Networks based approach", Frontiers in Genetics - Computational Genomics, 2022. (Frontiers, SCIE, IF 4.772) | 2022 |
8 | Himanish Shekhar Das, A. Das, A. Neog, S. Mallik, K. Bora, Z. Zhao, "Early Detection of Parkinson's Disease using Fusion of Discrete Wavelet Transformation and Histogram of Oriented Gradients", Mathematics 2022, 10(22), 4218. (MDPI, SCIE, IF 2.592) | 2022 |
7 | K. Bora, L.B. Mahanta, K. Borah, G. Chyrmang, B. Barua, S. Mallik, Himanish Shekhar Das, and Z. Zhao, "Machine Learning Based Approach for Automated Cervical Dysplasia Detection using Multi-Resolution Transform Domain Features", Mathematics 2022, 10(21), 4126. (MDPI, SCIE, IF 2.592) | 2022 |
6 |
Himanish Shekhar Das, and P. Roy, “A CNN-BiLSTM based hybrid model for Indian Language Identification”, Applied Acoustics, 182, 108274. (Elsevier, SCIE, IF 3.614) |
2021 |
5 |
Himanish Shekhar Das, and P. Roy, “Bottleneck Feature-Based Hybrid Deep Autoencoder Approach for Indian Language Identification”, Arabian Journal for Science and Engineering, 45(4), 3425-3436, 2020. (Springer, SCIE, IF 2.807) |
2020 |
4 |
Himanish Shekhar Das, and P. Roy, “Optimal prosodic feature extraction and classification in parametric excitation source information for Indian language identification using neural network based Q-learning algorithm”, International Journal of Speech Technology, 22(1), 67-77, 2019. (Springer, ESCI, Scopus) |
2019 |
3 |
Himanish Shekhar Das, and A. Das, “Modified Mean Neighbor Clustering Algorithm with Minimization of Orphan Nodes”, International Journal of Engineering Science and Technology (IJEST), vol. 10, no. 02S, pp. 87-91, Feb 2018. (UGC-Listed) |
2018 |
2 |
Himanish Shekhar Das, and S. Bhattacharjee, “A Congestion Aware Routing for Lifetime Improving in Grid Based Sensor Networks”, Journal of High Speed Networks (IOS Press), vol. 23, no. 1, pp. 1-14, 2017. DOI: 10.3233/JHS-170553. (IOS Press, ESCI, Scopus) |
2017 |
1 |
U. Sinha, Himanish Shekhar Das, and M. Shekhar, “Survey on human activity recognition techniques for video surveillance”, International Journal of Computer Science and Telecommunications (IJCST), vol. 6, no. 3, 2015. |
2015 |
Conference Proceedings
Serial No. | Conferences | Year |
9 | H.S. Das, Himanish Shekhar Das, and S. Bhattacharjee, "Forecasting Upper Air Wind Speed Using a Hybrid SVR LSTM Model", in proceedings of 2nd IEEE International Conference on Range Technology (IEEE ICORT 2021), 5-6 August 2021, ITR DRDO, Chandipur, Orissa. | 2021 |
8 | Himanish Shekhar Das, and P. Roy, “Impact of visual representation of audio signals for Indian language identification”, in proceedings of 25th International Symposium on Frontiers of Research in Speech and Music (FRSM), 8-9 October 2020, NIT Silchar, Assam. In: Biswas A., Wennekes E., Hong TP., Wieczorkowska A. (eds) Advances in Speech and Music Technology, Advances in Intelligent Systems and Computing, vol 1320, pp. 395-407. Publisher: Springer, Singapore. (Springer, Scopus) |
2021 |
7 |
A. Das, Himanish Shekhar Das, U. Barman, A. Choudhury, S. Mazumdar and A. Neog, “Detection of Breast Cancer from Mammogram images using Deep Transfer Learning”, in proceedings of 6th International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS), 14-17 October 2020, VIT, Chennai. In: Thampi S.M., Krishnan S., Hegde R.M., Ciuonzo D., Hanne T., Kannan R. J. (eds) Advances in Signal Processing and Intelligent Recognition Systems. SIRS 2020. Communications in Computer and Information Science, vol 1365, pp. 18-27. Springer, Singapore. (Springer, Scopus) |
2021 |
6 |
A. Das, Himanish Shekhar Das, A. Neog, B. B. Reddy and M. Swargiary, “Performance analysis of different machine learning classifiers in detection of Parkinson’s disease from hand-drawn images using Histogram of Oriented Gradients”, in proceedings of 1st Global Conference on Artificial Intelligence and Applications (GCAIA), 8-10 September 2020, UEM, Jaipur. In: Gao XZ., Kumar R., Srivastava S., Soni B.P. (eds) Applications of Artificial Intelligence in Engineering. Algorithms for Intelligent Systems, pp. 205-2015, Springer, Singapore. (Springer, Scopus) |
2021 |
5 |
A. Das, Himanish Shekhar Das, A. Choudhury, A. Neog and S. Mazumdar, “Detection of Parkinson’s disease from hand-drawn images using Deep Transfer Learning”, in proceedings of Congress on Intelligent Systems (CIS), 05-06 September 2020, Soft Computing Research Society (SCRS). In: Sharma H., Saraswat M., Kumar S., Bansal J.C. (eds) Intelligent Learning for Computer Vision. CIS 2020. Lecture Notes on Data Engineering and Communications Technologies, vol 61, pp. 67-84. Springer, Singapore. (Spinger, Scopus) |
2021 |
4 |
A. Das, Himanish Shekhar Das, A. Neog, B. B. Reddy, A. Choudhury, and M. Swargiary, “Detection of Parkinson’s disease from hand-drawn images using Machine Learning algorithms”, in proceedings of 3rd International Conference on Soft Computing and Signal Processing (ICSCSP), 21-22 August 2020, MRCET, Hyderabad. In: Reddy V.S., Prasad V.K., Wang J., Reddy K.T.V. (eds) Soft Computing and Signal Processing, Advances in Intelligent Systems and Computing, vol 1325, pp. 241-252. Springer, Singapore. (Springer, Scopus) |
2021 |
3 |
Th. S. Kumar, Himanish Shekhar Das, U. Choudhary, P. E. Dutta, D. Guha, and Y. Laskar, “Analysis and Prediction of Air Pollution in Assam using ARIMA/SARIMA and Machine Learning”, in proceedings of National Conference on Innovations in Sustainable Energy and Technology (ISET), 3-4 December 2020, Energy Institute, Bengaluru. In: Muthukumar P., Sarkar D.K., De D., De C.K. (eds) Innovations in Sustainable Energy and Technology. Advances in Sustainability Science and Technology, pp. 317-330. Springer, Singapore. (Springer, Scopus) |
2021 |
2 | Himanish Shekhar Das, and A. Das, “Modified Mean Neighbor Clustering Algorithm with Minimization of Orphan Nodes”, in proceedings of National Conference on Advances in Science, Engineering and Technology (ASET), 10-11 November 2017, GIMT Tezpur. | 2017 |
1 |
P. Pukhrambam, S. Bhattacharjee, and Himanish Shekhar Das, “A Multi¬level Weight Based Routing Algorithm for Prolonging Network Lifetime in Cluster Based Networks,” in proc. of International Conference on Signal, Networks, Computing, and Systems (ICSNCS), vol. 1, pp. 193-203, 2016. In: Lobiyal D., Mohapatra D., Nagar A., Sahoo M. (eds) Proceedings of the International Conference on Signal, Networks, Computing, and Systems. Lecture Notes in Electrical Engineering, vol 395. Springer, New Delhi. (Springer, Scopus) |
2016 |
Chapters/Articles publications in Books (Research Oriented)
Book Chapters
Serial No. | Book Chapters | Year |
3 |
A. Das, and Himanish Shekhar Das, “Applications of Flower Pollination algorithm in Wireless Sensor Networking and Image processing: A detailed study”, In: Dey N. (eds) Applications of Flower Pollination Algorithm and its Variants, pp. 197-220, 2021, Springer Tracts in Nature-Inspired Computing (STNIC) (Springer, Scopus). |
2021 |
2 |
A. Das, Himanish Shekhar Das, and H. S. Das, “Impact of Cuckoo algorithm in Speech Processing”, In: Dey N. (eds) Applications of Cuckoo Search Algorithm and its Variants, pp. 207-228, 2020, Springer Tracts in Nature-Inspired Computing (STNIC) (Springer, Scopus). |
2020 |
1 |
Himanish Shekhar Das, and P. Roy, “A Deep Dive Into Deep Learning Techniques forSolving Spoken Language Identification Problems”, In: Dey N. (eds) Intelligent Speech Signal Processing, pp. 81-100, 2019, Academic Press. (Elsevier, Scopus). |
2019 |
Awards
2. "Best Paper Award" for the paper entitled "Forecasting Upper Air Wind Speed Using a Hybrid SVR LSTM Model", in proceedings of 2nd IEEE International Conference on Range Technology (IEEE ICORT 2021), ITR DRDO, Chandipur, Orissa; Co-author with Mr. Himadri Shekhar Das and Dr. Sukanta Bhattacharjee.
1. "Research Excellence Award 2020" by Institute of Scholars (InSc) for the research paper entitled as "Optimal prosodic feature extraction and classification in parametric excitation source information for Indian language dentification using neural network based Q-learning algorithm".
Other Informations
FDP/Workshop/STTP Attended
Serial No. |
Type | Name of the FDP/Workshop/STTP |
Organizing Institution |
Duration and Date |
Year |
25 | FDP | "Moodle" | GIMT, Guwahati | (1 week), 20th - 24th June 2022 | 2022 |
24 | Orientation Programme | "Faculty Induction Programme" | Tezpur University | (30 days), 3rd Aug - 2nd Sept 2021 | 2021 |
23 | Refresher Course | “Interdisciplinary Refresher Course on Curriculum and Pedagogy” | Tezpur University | (14 days), 7th-21st June 2021 | 2021 |
22 | Workshop | “Transformation through NAAC Accreditation Process, A National Level Workshop for Higher Educational Institutions” | Institute for Academic Excellence, Hyderabad | (2 days), 21st & 22nd June, 2021 | 2021 |
21 | AICTE Sponsored ATAL FDP | “Recent Advances in NLP using Deep Learning” | NIT Silchar | (5 days), 8th - 12th March 2021 | 2021 |
20 | FDP | “Applied Machine Learning and Deep Learning” | GIMT Guwahati | (5 days), 24th-27th February and 1st March 2021 | 2021 |
19 | AICTE Sponsored (ATAL) FDP | “Speech Processing using Deep Learning” | IIT Dharwad | (5 days), 28th Dec 2020-1st January 2021 | 2020-21 |
18 | Workshop | “AI & ML in Speech and Audio Processing” | St. Martin’s Engineering College, Secunderabad | (3 days), 10th - 12th December, 2020 | 2020 |
17 | Workshop | “Technical Writing: Tips, Tricks and Tools” | JIS University In Association with Institution's Innovation Council | (1 day), 10th October, 2020 | 2020 |
16 | FDP | “Introduction to Machine Learning using Python” | Soft Computing Research Society, New Delhi | (5 days), 11th-12th July 2020 and 18th- 20th July 2020 | 2020 |
15 | FDP | “Artificial Intelligence & Machine Learning Using Python” | Finland Labs In Association with National Social Summit, IIT Roorkee | (12 days), 13/07/2020 –24/07/2020 | 2020 |
14 | FDP | “Faculty Development Programme” | IIT Madras | (5 days), 24/06/2019 –28/06/2019 | 2019 |
13 | Summer School | “Automatic Speech Recognition” | IIT Guwahati | (6 days), 02/06/2019 –07/06/2019 | 2019 |
12 | AICTE Sponsored Workshop (ATAL) | “Artificial Intelligence, Robotics, andMachine Learning” | IIT Guwahati | (5 days), 22/02/2019 –26/02/2019 | 2019 |
11 | STTP | “Introduction to OBE” | Jorhat Engineering College | (3 days), 26/11/2018–28/11/2018 | 2018 |
10 | Workshop | “Outcome Based Accreditation” | BIT Mesra | (2 days), 18/03/2018 –19/03/2018 | 2018 |
9 | FDP | “Machine Intelligence and Internet of Things” | Tezpur University | (5 days), 19/02/2018 –23/02/2018 | 2018 |
8 | FDP | “Faculty Development Programme” | IIT Madras | (5 days), 31/01/2018 –04/02/2018 | 2018 |
7 | Summer School | “Automatic Speech Recognition” | IIT Guwahati | (13 days), 16/05/2017 –28/05/2017 | 2017 |
6 | Workshop | “Cloud Computing Network” | NIT Silchar | (7 days), 11/03/2017 –17/03/2017 | 2017 |
5 | Workshop | “Speech Technology Solutions” | NIT Silchar | (2 days), 24/02/2017 –25/02/2017 | 2017 |
4 | Workshop | “Computing: Theory and Applications” | ISI Tezpur | (5 days), 20/02/2017 –24/02/2017 | 2017 |
3 | Workshop | “Matlab for all” | Gauhati University | (6 days), 01/07/2016 –06/07/2016 | 2016 |
2 | Workshop | “Advanced Fuzzy Logic” | NIT Silchar | (8 days), 01/02/2016 –08/02/2016 | 2016 |
1 | Workshop | “Internet of Things” | NIT Silchar | (2 days),12/10/2015 – 13/10/2015 | 2015 |
Professional Experience
Serial No. | Remarks | ||
4 |
Program Committee Member and Reviewer in the International Conference on Communication and Intelligent Systems (ICCIS 2020), organized by GIT Jaipur, December 26-27, 2020 |
||
3 |
Program Committee Member and Reviewer in the International Conference on Communication and Computational Technologies (ICCCT 2021), held during February 27-28, 2021 |
||
2 |
Program Committee Member and Reviewer in the International Conference on Data Science and Applications (ICDSA 2021), held during April 10-11, 2021 |
||
1 |
Program Committee Member and Reviewer in the International Conference on Paradigms of Communication, Computing and Data Sciences (PCCDS 2021) held during May 7-9, 2021 |
Achievements/Association with Professional Bodies
Serial No. | Remarks | ||
3 | Qualified in GATE (2012, 2013, 2014, 2020), UGC-NET (July, 2018) | ||
2 | Member, Institute of Scholars (InSc) | ||
1 | Member, International Society for Research & Development (ISRD) | ||