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Machine Learning, Evolutionary Computation, Computational Biology, Bio-Medical Informatics.
| Degree | Subject | University | Year |
|---|---|---|---|
| PhD(Pursuing) | Machine Learning and Computational Biology | IIT Guwahati | Registered since July 2018 |
| M.Tech | Computer Science & Engineering | IIT Kharagpur | 2015 |
| B.Tech | Computer Science & Engineering | NERIST | 2005 |
| From | To | Designation | Organisation |
|---|---|---|---|
| 5th July, 2005 | 6th July, 2006 | Lecturer | Gandhi Institute of Engineering & Technology, Gunpur, Odisha. . |
| 31st July 2006 | Till Date | Assistant Professor | NERIST, NIrjli, Arunachal Pradesh |
| Title | Module |
|---|---|
| Machine Learning | M.Tech |
| Advances in Algorithm Design | M.Tech |
| Computing Laboratory | M.Tech |
| Soft Computing | Degree/B.Tech |
| Artificial Intelligence | Degree/B.Tech |
| Design and Analysis of Algorithms | Degree/B.Tech |
| Data Structures | Degree/B.Tech |
| Microprocessor | Degree/B.Tech |
| Graph Theory | Degree/B.Tech |
| Programming for Problem Solving | Degree/B.Tech |
| Object Oriented Programming | Degree/B.Tech |
| Discrete Mathematics | Degree/B.Tech |
| Theory of Computation | Degree/B.Tech |
| Microprocessor and Microcontrollers | Degree/B.Tech |
| Advanced Computer Architecture | Degree/B.Tech |
| Computer Organisation | Diploma |
| Operating System | Diploma |
| Programming in C | Diploma |
| Role/Designation | From | To |
|---|---|---|
| Care Taker Officer(Senior Division), NCC | Sept, 2024 | Till Date |
| Faculty Co-ordinator, Computer Association of NERIST(CAN) | August, 2024 | Till Date |
| Member, Academic Council | October, 2022 | Till Date |
| Member, Board of Studies | April, 2017 | Jan, 2021 |
| Member/Convenor, DPGC | April, 2017 | Jan, 2021 |
| Chairman, Gymkhana(Student Activity Centre) | Sept, 2015 | June, 2016 |
| Member, EPBAX Advisory Committee | Nov, 2015 | July, 2018 |
| Member, Central Time Table Committee(CTTC) | Aug, 2017 | Oct, 2021 |
| Faculty Co-ordinator, Computer Association of NERIST | ||
| Departmental T&P Counsellor(CSE) | ||
| Departmental Academic Co-ordinator | ||
| Member, Anti-Ragging Committee | ||
| Member, Convocation Committee | ||
| Member, Physical Verification Committee | ||
| Member, Library Committee | ||
| Member, Automation Committee | ||
| Member, AICTE Data/Affiliation Committee | ||
| Member, Technical Committee for Online Examinations |
| Sl. No | Course Name | Organised/Sponsored by | Duration | Date |
|---|---|---|---|---|
| 1 | NBA Accreditation and Document Preparation | NITTTR, Kolkata | One Week | 18/07/2022 to 22/07/2022 |
| 2 | Advanced Optimization Techniques and hands-on with MATLAB/SCILAB | Electronics & ICT Academies of MNIT Jaipur, NIT Patna, IIITDM Jabalpur & IIT Guwahati | Two Weeks | 6/09/21 to 17/09/21 |
| 3 | Digital Tools for Writing, Authoring and Reviewing Manuscripts | Electronics & ICT Academies of IIT Guwahati, NIT Patna, MNIT Jaipur, IIT Kanpur, IIITDM Jabalpur & IIT Roorkee | Two Weeks | 12/07/21 to 23/07/21 |
| 4 | Machine Learning for Computer Vision | Electronics & ICT Academies of IIT Guwahati, IIT Kanpur, MNIT Jaipur, NIT Patna and PDPM IIITDM Jabalpur | Two Weeks | 01/02/21 to 12/02/21 |
| 5 | Design and Development of content for e-Learning | NITTTR, Kolkata | Two Weeks | 05/10/2020 to 16/10/2020 |
| 6 | ICT Tools for Teaching, Learning Process and Institute | Electronics & ICT Academies of NIT Patna, MNIT Jaipur, PDPM IIITDM Jabalpur, IIT Guwahati and IIT Roorkee | Two Weeks | 10/08/2020 to 21/08/2020 |
| 7 | RTG Big Data Research Allahabad Summer School | Heidelberg University and University of Allahabad | One Week | 01/04/2019 to 05/04/2019 |
| 8 | Computer Aided Drug Design for Human Pathogens | Tezpur University | One Week | 12/02/2018 to 17/02/2018 |
| 9 | Gene Expression and Function analysis for Crop Development | IIT Guwahati | One Week | 16/01/2018 to 20/01/2018 |
| 10 | Biology for Engineers | IIT Bombay | One Week | 05/06/2017 to 09/06/2017 |
| 11 | Computational Information Processing | ISI Kolkata and SMIT, Sikkim | 3 Days | 23/03/2017 to 25/03/2017 |
| 12 | Automatic Control Systems Engineering and Design | IIST, Trivandrum | 4 Days | 27/12/2016 to 30/12/2016 |
| 13 | Introduction to Design of Algorithms | IIT Kharagpur | Two Weeks | 27th April, 2015 to 24th May, 2015 online activity-one week, 25 th May to 30th May, 2015-2nd week) |
| Sl | Title of the Project/Dissertation | Name of the Student | Session | Level |
| 1 | Alzheimer's Disease Subtyping with Region of Interest Features and Machine Learning | S Elizabeth Devi(MT/20/CS/11) | 2021-22 | M.Tech(CSE) |
| 2 | Pattern Discovery in sMRI for Alzheimer's Disease with Machine Learning | Anee Sharma(MT/19/CS/13) | 2020-2021 | M.Tech(CSE) |
| 3 | Biological Network Analysis: A Case on Protein-Protein Interaction Network for SARS CoV2 | Nyage Nyori(MT/19/CS/05) | 2020-21 | M.Tech(CSE) |
| 4 | Functional MRI Analysis and Machine Learning: A Case For Alzheimer’s Disease | Ankita Sharma(MT/18/IT/ | 2019-2020 | M.Tech(IT) |
| 5 | Gene Expression Analysis : Bayesian Perspectives | Partha Chattopadhyay(MT/15/CS/06) | 2016-17 | M.Tech(CSE) |
| 6 | Towards Improved Spectrum Sensing in Cognitive Radio Network | Adury Vidyullatha(MT/15/IT/01) | 2016-17 | M.Tech(IT) |
| 7 | Association Rule Mining using Evolutionary Algorithms | Arpita Nath Boruah(MT/14/CS/04) | 2015-2016 | M.Tech(CSE) |
| 8 | Key Player Identification in Social Network using Graph Theory and Genetic Algorithm | Apang Bangang(MT/14/CS/02) | 2015-2016 | M.Tech(CSE) |
| A. K. Patra, Lingaraj Sahoo, Explainable light-weight deep learning pipeline for improved drought stress identification, Frontiers in Plant Science, vol. 15, 2024. https://doi.org/10.3389/fpls.2024.1476130 |
| A. K. Patra, Ankit Varshney, Lingaraj Sahoo, An Explainable Vision Transformer with Transfer Learning Combined with Support Vector Machine Based Efficient Drought Stress Identification, pre-print (ArXiV), 2024. https://doi.org/10.48550/arXiv.2407.21666 |
| Aswini Kumar Patra, Tejashwini Gajurel, Improved Cotton Leaf Disease Classification Using Parameter-Efficient Deep Learning Framework, pre-print(ArXiv), 2024. https://doi.org/10.48550/arXiv.2412.17587 |
| A Kurmi, P Sen, M Dash, AK Patra, SK Ray, SS Satapathy, Prediction of essential genes using single nucleotide compositional features in genomes of bacteria: a machine learning-based analysis, International Journal of Bioinformatics Research and Applications 19 (1), 1-18, Inderscience, 2023. |
| N. Marchang, A. Taggu, A.K.Patra, Sequential Data Analysis for Detecting Byzantine Attack in Cognitive Radio Networks, IEEE transactions on Cognitive Communications and Networking, 2018, 4(4), p.816-824. |
| Venkatesh Vakamullu, Aswini Kumar Patra & Madhusudhan Mishra, Embedded Platform-Based Heart-Lung Sound Separation Using Variational Mode Decomposition, Applications of Computational Intelligence in Management & Mathematics, pp 161–170, 2022, Springer. |
| Piyush Kumar, Arpan Sharma, Mayanmi Zimik, Shivam Parashar, Renu Singh, Joyatri Bora, Aswini K Patra, Madhusudhan Mishra, Measurement of Heartbeats for Well-Being Assessment Using Photoplethysmographic Signals, Electronic Systems and Intelligent Computing, pp 485-494, 2020, Springer. |
| A.K.Patra, Swanirbhar M. Mishra Madhusudhan, Making Effective Statistical Inferences: The Recent Trends, 9th ICAPM 2019, Bangkok, Thailand, 2019. |
| Shibabrata Choudhury, Aswini Kumar Patra, Adikanda Parida, Saibal Chatterjee, Renewable Energy Capacity Estimation for Indian Energy Sector Using Energy Demand Forecasting Through Fuzzy Time Series, Advances in Smart Grid and Renewable Energy, pp.551-558, 2018, Springer. |
| Shibabrata Choudhury, Aswini Kumar Patra, Adikanda Parida , Saibal Chatterjee, Interval Type-II Fuzzy Multiple Group Decision Making Based Ranking for Customer Purchase Frequency Determinants in Online Brand Community , 6th International Conference on Soft Computing for Problem Solving, Thapar University, Patiala, 2016. |
| A.K.Patra, Multi Objective Evolutionary Algorithms for Association Rule Mining: Advances and Challenges, International Conference on Artificial Life and Robotics, 2016, Okinawa, Japan. |
| Title of the Lecture/Talk | Conference/Seminar/Workshop | Organized by |
|---|---|---|
| Introduction to Machine Learning | Faculty Development Program on ICT in Teaching Learning Process during 11th – 18thApril, 2023 | Jointly organized by Government Degree College, Teliamura, Tripura and IIT Roorkee |
| Machine Learning using Python | 5th One-week National Workshop on Emerging Tools and Technologies in Research (ETTR-2022) during 28th November to 2nd December, 2022 | Department of Information Technology, Tripura University |
| Computational Thinking: Perspectives, Ideas and Skills | One Week Workshop on Career Psychology and Guidance during 29th September to 5th October 2021. | Govt. P. G. College, Sheopur (Madhya Pradesh) |
| How to Teach Discrete Mathematical Modelling to Students | 5 days Online Program for Youth onEmbedding Computational Thinking to Make Education Systems Relevant for The Youth during 9th to 13th August, 2021. | Jointly Organized by Rajiv Gandhi National Institute of Youth Development (RGNIYD), Sriperumbudur, under Ministry of Youth Affairs & Sports, Govt. of India and Tripura University. |
| Artificial Intelligence Perspectives in Biomechanics. | One Week online FDP on Application of Artificial Intelligence and Machine Learning during 14th to 18th September, 2020. | ATAL(AICTE) and Dept. of ME, NERIST. |
| AI Based Problem Solving | National Workshop on Machine Learning and Artificial Intelligence, 13th to 17th Jan, 2020. | ATAL(AICTE), Dept. of IT, Tripura University, Agartala. |
| Classification Algorithms in Machine Learning | '' | '' |
| Dimension Reduction and Significance | '' | '' |
| Advances in Unsupervised Learning | '' | '' |
| Recent Trends and AI Techniques | '' | '' |
| Evolutionary Approach to Solve NP-hardness in Structural Neuro- imaging Data | International Workshop: RTG Bigdata Research, Allahabad Summer School during 1st April to 5th April 2019. | Jointly organized by Allahabad University and Heidelberg University, Germany. |
| Making Effective Statistical Inferences: The Recent Trends | 9th International Conference on Applied Physics and Mathematics during 21 - 23 January 2019. | Chulalongkorn University, Bangkok. |