Faculty Details
Dr. Udit Kr Chakraborty
Professor & HOD (CSE) Department of Computer Science and Engineering
- Doctor of Philosophy, Education Technology, University of Calcutta, 2018
- MTech, Computer Science and Engineering, SMIT, 2009
- BTech, Computer Science and Engineering, NERIST, 2000
- Professor (Addl.), SMIT, 01-07-2021 to till date
- Associate Professor, SMIT, 24-07-2010 to 30-06-2021
- Senior Lecturer, SMIT, 01-05-2007 to 23-07-2010
- Lecturer, SMIT, 08-10-2003 to 30-04-2007
- Project Officer, Webel ECS, 2 years 10 months
- Area of Interest: Algorithms, Theory of Computation, Soft Computing, Natural Language Processing
- Area of Expertise: Intellectual Property Rights
- Area of Research: Natural Language Processing, Education Technology
- Books / Monologues / Self Learning Material / Proceedings:
- Advanced Computational and Communication Paradigms, Proceedings of International Conference on ICACCP 2017, Volume 2, Bhattacharyya, S., Chaki, N., Konar, D., Chakraborty, U.K., Singh, C.T. (Eds.)
- Network Management and Security, Udit Kr. Chakraborty, Biswaraj Sen, Sikkim Manipal University, 2011.
- Natural Language Grammar Induction using Genetic Algorithm, Udit Chakraborty, LAMBERT Academic Publishing, 2012, ISBN: 978-3-659-12397-9.
- Introduction to Soft Computing, Neuro Fuzzy and Genetic Algorithms, Samir Roy, Udit Chakraborty, Pearson 2013, ISBN: 978-8-131-79246-9.
- Issues and Challenges of Bio-Inspired Computing - Proceedings of National Conference cum Workshop on Bioinformatics and Computational Biology (NCWBCB-2014), March 2014, SMIT, Sikkim. - Editors: Samarjeet Borah, Udit Kr. Chakraborty, Mrinal Kanti Ghose.
- Membership of Professional Bodies:
- Member IEEE
- Member International Rough Set Society (IRSS)
- Reviewer of International Journals:
- IEEE Transactions on Emerging Topics on Computing (TETC)
- Interactive Learning Environments, Journal published by Taylor & Francis (Indexed by: SCOPUS)
- Applied Soft Computing, Journal published by Springer (Indexed by: SCI)
- Journal of Engineering and Computer Innovations
- Technical Program Committee Member & Reviewer of Conferences:
- Reviewer of 12th IEEE INDIA CONFERENCE (INDICON) 2015
- Reviewer of 2015 IEEE Symposium Series on Computational Intelligence: IEEE Symposium on Differential Evolution
- Reviewer of 2015 IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN)
- Reviewer of 2011 3rd International Conference on Computer Technology and Development (ICCTD 2011)
- Workshops/Conferences Organized:
- First International Conference on Advanced Computational and Communication Paradigms (ICACCP), 08-10 September 2017 - Co-Convenor
- North Eastern Regional Workshop on Natural Language Processing (NER-WNLP 2014), Feb 21-22, 2014, SMIT, in collaboration with Dept. of Computer Science, Assam University, Silchar - Organizing Secretary
- National Conference cum Workshop on Bioinformatics and Computational Biology (NCWBCB 2014), SMIT, Sikkim, March 14-15 - Organizing Secretary
- Invited Talks/Lectures:
- Delivered an Invited Talk at the Five Day Training Program on Natural Language Processing organized by the Department of Nepali, Sikkim University, in collaboration with the Linguistic Data Consortium for Indian Languages (LDC-IL), Central Institute of Indian Languages (CIIL), Mysore, Karnataka on 18th to 22nd November 2013 at Sikkim University, Gangtok.
AREAS OF INTEREST, EXPERTISE AND RESEARCH
Professional Affiliations & Contributions
Dr. Udit Kr. Chakraborty is currently Professor (Addl.) and Head of Department of Computer Science & Engineering. He is also Head of Quality Cell which looks after accreditation and ranking. Apart from his administrative responsibilities, Dr. Chakraborty is also active in teaching and research. He is currently Co-PI in three (03) sponsored projects.
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Intelligent Textual Learner- Computer Interaction for e-Learning Systems
Education Technology, Natural Language Processing, Soft Computing
Dr. Udit Kr Chakraborty
Objective: To develop an automatic evaluation tool/algorithm for free text-based answers.
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Development of ultra-small power generator for electricity generation from river flow
Dr. Udit Kr Chakraborty
Sponsoring Agency and Officer Concerned: Unnat Bharat Abhiyan
Period: 06 months, Amount: 1 lakh
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Sensor for Waste Cooking Oil detection, IoT enabled Communication for collection and Bio-diesel Production: A sustainable approach
Dr. Udit Kr Chakraborty
Sponsoring Agency and Officer Concerned: iHUB Divya Sampark
Period: 1 year, Amount: 10 lakhs
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Production of Bio-diesel with Optimized Machine Learning Prediction model to minimize the production time, cost, and environmental concerns
Dr. Udit Kr Chakraborty
Sponsoring Agency and Officer Concerned: Manipal Research Board
Period: 3 years, Amount: 3.94 lakhs
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An analysis of the Intelligent Predictive String Search Algorithm: A Probabilistic Approach
November 01, 2016
Dr. Udit Kr Chakraborty, Dipendra Gurung
International Journal of Information Engineering and Electronic Business (IJIEEB), V8-N6.
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A Quantum Parallel Bi-Directional Self-Organizing Neural Network (QPBDSONN) Architecture for Extraction of Pure Color Objects from Noisy Background
September 23, 2016
Dr. Udit Kr Chakraborty, Siddhartha Bhattacharya, Tapan Gandhi, Bijay Ketan Panigrahi
Proceedings of 2016 Intl. Conference on Advances in Computing, Communications and Informatics (ICACCI), Sept. 21-24, 2016, Jaipur, India
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Intelligent Evaluation of Short Responses for e-Learning Systems
June 07, 2016
Dr. Udit Kr Chakraborty, Samir Roy, Sankhayan Choudhury
ICCII 2016, JNTU, Hyderabad, 2016, Advs in Intelligent Syst., Computing, Vol. 507, Suresh Chandra Satapathy et al. (Eds): Proceedings of the First International Conference on Computational Intelligence and Informatics, 978-981-10-2470-2, 420114_1_En, (35)
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Intelligent Predictive String Search Algorithm
February 26, 2016
Dr. Udit Kr Chakraborty, Dipendra Gurung
Proceedings of ICCCV, 26-27 February 2016, Mumbai.
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Rough Set Based Keyword Evaluation and Weighing for Textual Answer Evaluation
December 19, 2015
Dr. Udit Kr Chakraborty, Samir Roy Sankhayan Chowdhury
Proceedings of 12th IEEE India International Conference, 17-20 December 2015
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Automatic Free Text Answer Evaluation using Knowledge Network
May 30, 2015
Dr. Udit Kr Chakraborty, Sampa Das
International Journal of Computer Applications (0975 - 8887), Volume 117 - No. 3, May 2015, pp. 5-8
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Open Ended Tool for Self-Paced Learning
April 14, 2015
Dr. Udit Kr Chakraborty, Paden Rinchen
International Journal of Hybrid Information Technology, Vol.8, No.8 (2015), pp.201-208
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Semantic Similarity based Approach for Automatic Evaluation of Free Text Answers using Link Grammar
September 19, 2014
Dr. Udit Kr Chakraborty, Rashmi Gurung, Samir Roy
2014 IEEE Sixth International Conference on Technology for Education, pp. 218-221
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A Novel Semantic Similarity based Technique for Computer Assisted Automatic Evaluation of Textual Answers
April 15, 2014
Dr. Udit Kr Chakraborty, Samir Roy Sankhayan Chowdhury
ICACNI'2014, M.K. Kundu et al. (eds.), Advanced Computing, Networking and Informatics - Volume 1, Smart Innovation, Systems and Technologies 27, pp. 393-401
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A Genetic Algorithm Based Approach to find Minimal Vertex Cover
February 07, 2014
Dr. Udit Kr Chakraborty, Chandralika Chakraborty
International Journal of Computer Applications® (IJCA) (0975 - 8887), National Conference cum Workshop on Bioinformatics and Computational Biology, NCWBCB-2014, pp. 5-7.
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An Improved Chess Machine based on Artificial Neural Networks
February 07, 2014
Dr. Udit Kr Chakraborty, Diwas Sharma
International Journal of Computer Applications® (IJCA) (0975 - 8887), National Conference cum Workshop on Bioinformatics and Computational Biology, NCWBCB-2014, pp. 8-12.
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Artificial Neural Network Based Adaptive Chess Playing Machine
April 22, 2013
Dr. Udit Kr Chakraborty, Diwas Sharma
International Journal of Advanced Research in Computer Science (IJARCS), Vol. 4, Number 4 March-April 2013, pp. 87-90
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Fuzzy Automata Inspired Intelligent Assessment of Learning Achievement
December 15, 2011
Dr. Udit Kr Chakraborty, Samir Roy
Indian International Conference on Artificial Intelligence 2011, IEEE, Tumkur, India, December 14-16, 2011, pp. 1505-1518.
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Natural Language Grammar Induction using Genetic Algorithm
December 30, 2011
Dr. Udit Kr Chakraborty, Samarjeet Borah
International Journal of Emerging Technologies and Applications in Engineering, Technology and Sciences (IJ-ETA-ETS), ISSN: 0974-3588, July '10-Dec '10, Volume 3 Issue 2, pp. 494-497.
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An Efficient Neural Network Based Scheme for Recognition of Learners' Textual Response in e-Learning Systems
December 24, 2010
Dr. Udit Kr Chakraborty, Samir Roy
Proceedings of National Conference on Emerging Trends in Educational Informatics (ETEI) 2010, NITTTR Kolkata, Dec 22-25, pp. 31 -36.
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An Adaptive Scheme for Handling Deletion Spelling Errors for an Intelligent e-Learning System
November 03, 2010
Dr. Udit Kr Chakraborty, Sankhayan Chowdhury, Samir Roy
2010 2nd International Conference on Computer Technology and Development (ICCTD 2010), IACSIT, IEEE, Cairo, Egypt, November 2-4, 2010, pp.-260-263.
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Neural Networks Based Intelligent Analysis of Learners' Response for an e-Learning Environment
June 23, 2010
Dr. Udit Kr Chakraborty, Samir Roy
Proceedings of International Conference on Education Technology and Computers 2010 (ICETC 2010), IACSIT, IEEE, Shanghai, China, June 22-24, 2010, Volume-2, pp.333-337.
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GNCLUS-A Proposed Genetic Algorithm for Clustering Gene Expression Data
March 30, 2010
Dr. Udit Kr Chakraborty, Samarjeet Borah
International Journal of Computer Applications in Engineering, Technology and Sciences (IJ-CA-ETS), ISSN- 0974-3576, Oct'09-Mar'10, Vol-2 Issue-I, pp-146-149.
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A Genetic Algorithm Approach for Grammar Induction
March 20, 2010
Dr. Udit Kr Chakraborty, Samarjeet Borah
Proceedings of National Workshop on Design and Analysis of Algorithms (NWDAA) 2010, Tezpur University, pp. 141-145.
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Hierarchical Clustering Algorithms-A Selective Survey
March 07, 2009
Dr. Udit Kr Chakraborty, Imran Ali, Neeraj Yadav, Samarjeet Borah
National Conference on Distributed Computing '09, Sikkim Manipal Institute of Technology, 07-08 Mar' 2009.
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Issues Facing the Growth of Technical Education in the North East
January 20, 2009 | Dr. Udit Kr Chakraborty
AICTE Sponsored national Seminar On Future Perspective of Higher Technical Education in North Eastern Region, SEMC, Meghalaya, 20th - 21st January, 2009
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Intelligent fuzzy spelling evaluator for e-Learning systems
January 2016 | Dr. Udit Kr Chakraborty, Samir Roy, Sankhayan Chowdhury
Education and Information Technologies, 21 Springer, pp. 171-184, DOI 10.1007/s10639-014-9314-z
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A Fuzzy Indiscernibility Based Measure of Distance between Semantic Spaces Towards Automatic Evaluation of Free Text Answers
2017 | Dr. Udit Kr Chakraborty, Samir Roy, Sankhayan Choudhury
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 25, No. 6, pp. 987-1004, DOI: 10.1142/S021848851750043X
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Automatic Short Answer Grading using Rough Concept Clusters
In Press | Dr. Udit Kr Chakraborty, Debanjan Konar, Samir Roy, Sankhayan Choudhury
International Journal of Advanced Intelligence Paradigms (In Press), DOI: 10.1504/IJAIP.2018.10010768
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Survivability Prediction of Patients Suffering Hepatocellular Carcinoma using Diverse Classifier Ensemble of Grafted Decision Tree
2020 | Dr. Udit Kr Chakraborty, R. Panigrahi, M. Pramanik, A. Kumar
International Journal of Computer Applications in Technology, Vol.64 No.4, pp. 349 - 360, DOI: 10.1504/IJCAT.2020.112683
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Vector Similarity Measure for ASAG
2019 | Dr. Udit Kr Chakraborty, Chandralika Chakraborty, Bhairab Sarma
International Journal of Computer Sciences and Engineering, Vol. 7 Issue 2, DOI:10.26438/ijcse/v7i4.959963
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A Fuzzy Indiscernibility Based Measure of Distance between Semantic Spaces towards Automatic Evaluation of Free Text Answers
December 2019 | Dr. Udit Kr Chakraborty, Samir Roy, Sankhayan Choudhury
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 25, Issue 06, pp. 987-1004, DOI: 10.1142/S021848851750043X
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Comparing Word Embeddings on Authorship Identification
2021 | Dr. Udit Kr Chakraborty, Tarun Kumar Dugar, Gowtham S
Applied Soft Computing Techniques and Applications, AAP-CRC Press, ISBN: 9781774630297
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Extractive Text Summarization using Convolutional Neural Network
2021 | Dr. Udit Kr Chakraborty, Mihir Chandni Agarwal, Sweta Agarwal
Applied Soft Computing Techniques and Applications, AAP-CRC Press, ISBN: 9781774630297
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Online Examination in India: Feasibility and Authenticity
2021 | Dr. Udit Kr Chakraborty, Chandralika Chakraborty, Bhairab Sarma
In S.K. Choudhury, S. Sarkar (eds.), Indian Education System in the Wake of COVID-19 - Issues and Challenges, SSDN Publishers, ISBN: 978-93-8895-039-8, pp. 108-114
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Classifying Infected and Uninfected Red Blood Cell Images for Malaria Detection using Convolutional Neural Networks
2020 | Dr. Udit Kr Chakraborty, Sweta Agarwal, Bishal Chettri, Nitin Sandilya
International Conference on Computational Intelligence, Data Science, and Cloud Computing, IEM-ICDC 2020, Kolkata, India, 25th - 27th September 2020, Poster Paper. International/ Scopus Indexed, Yet to be Published
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Comparing Performance of Evolutionary Algorithms - A Travelling Salesman Perspective
2021 | Dr. Udit Kr Chakraborty, Immanuel Savio D
11th International Conference on Cloud Computing, Data Science & Engineering, CONFLUENCE 2021, IEEE Amity University, Noida, Uttar Pradesh, India. International/ Scopus Indexed, DOI: 10.1109/Confluence51648.2021.9377045
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An IoT-based Water Management System for Smart Cities
2021 | Dr. Udit Kr Chakraborty, Immanuel Savio D
In: Bhuiyan C., Flügel WA., Jain S.K. (eds) Water Security and Sustainability. Lecture Notes in Civil Engineering, vol. 115. Springer, Singapore. International/ Scopus, DOI: 10.1007/978-981-15-9805-0_21, pp. 247-259
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Genetic Algorithm: An Approach on Optimization
2019 | Dr. Udit Kr Chakraborty, Immanuel Savio D
4th International Conference on Communication and Electronics Systems [ICCES 2019], Coimbatore, India, 17-19 July 2019, IEEE Xplore, ISBN: 978-1-7281-1261-9, pp. 700-707. International/ Scopus Indexed, DOI: 10.1109/ICCES45898.2019.9002372
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Automatic Evaluation of Short Answer Using Deep Neural Networks
2019 | Dr. Udit Kr Chakraborty, B. Sharma, C. Agarwal, Deepshikha
4th International Conference on Communication and Electronics Systems (ICCES 2019). International/ Scopus Indexed
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Hyperparameter Tuning for Enhanced Authorship Identification Using Deep Neural Networks
2019 | Dr. Udit Kr Chakraborty, T. K. Dugar, Gowtham S
3rd International Conference on Trends in Electronics and Informatics (ICOEI 2019). International/ Scopus Indexed, DOI: 10.1109/ICOEI.2019.8862631
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WEKA Result Reader - A Smart Tool for Reading and Summarizing WEKA Simulator Files
2020 | Dr. Udit Kr Chakraborty, Ranjit Panigrahi, Samarjeet Borah
FICTA-2020, 04-05 January 2020, V. Bhateja et al (eds.), Evolution in Computational Intelligence, Advances in Intelligent Systems and Computing. International/ Scopus Indexed, DOI: 10.1007/978-981-15-5788-0_15
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Vector Similarity Measure for ASAG
2019 | Dr. Udit Kr Chakraborty, Chandralika Chakraborty, B. Sarma
International Journal of Computer Sciences and Engineering (UGC), Vol. 7, Issue 4, pp. 959-963, April 2019
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Survivability Prediction of Patients Suffering Hepatocellular Carcinoma Using Diverse Classifier Ensemble of Grafted Decision Tree
2020 | Dr. Udit Kr Chakraborty, Ranjit Panigrahi, Moumita Pramanik, Akash Kumar Bhoi
International Journal of Computer Applications in Technology, Vol. 64 No. 4, pp. 349-360. DOI: 10.1504/IJCAT.2020.10034781
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Academia Adapting to e-Learning: A Survey on Indian Engineering Education
2023 | Dr. Udit Kr Chakraborty, Trishita Saha, Chandralika Chakraborty, Bhairab Sarma
Indian Journal of Educational Technology (UGC-Care2), Volume 5, Issue 1, January 2023, pp. 164-176
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Classifying Infected and Uninfected Red Blood Cell Images for Malaria Detection Using Convolutional Neural Networks
2021 | Dr. Udit Kr Chakraborty, Sweta Agarwal, Bishal Chettri, Nitin Sandilya
American Journal of Advanced Computing, IEM-ICDC 2020 Special Issue on "Computational Intelligence and Smart Information and Communication Technology", January 2021, Volume 1, Issue 1, pp. 34-38
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Comparing Performance of Evolutionary Algorithms - A Travelling Salesman Perspective
2021 | Dr. Udit Kr Chakraborty, Immanuel Savio D
11th International Conference on Cloud Computing, Data Science & Engineering, CONFLUENCE 2021, IEEE Amity University, Noida, Uttar Pradesh, India, pp. 182-187
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Automatic Text Summarization Using Wu-Palmer Measure and Graph Based Sentence Selection
2021 | Dr. Udit Kr Chakraborty, Rishav Rakshit, Chandralika Chakraborty, Bhairab Sarma
Proceedings of 6th International Joint Colloquium on Computer Electronics Electrical Mechanical and Civil (CEMC 2021)
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Automatic Short Answer Grading Using Universal Sentence Encoder
2022 | Dr. Udit Kr Chakraborty, Chandralika Chakraborty, Rohan Sethi, Vidushi Chauhan, Bhairab Sarma
Proceedings of ICL2022 - 25th International Conference on Interactive Collaborative Learning, 27-30 September 2022, Hilton Park Vienna, Austria, pp. 1633-1642
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Prosthetic Face Recognition Using a Siamese Neural Network
2023 | Dr. Udit Kr Chakraborty, Atharva Bendre, Shuvam Ganguli, Rinzing Namgyal Rai
Proceedings of 4th International Conference on Computing and Communication Systems (IC3S), Shillong, India, 16th-18th March 2023
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Automatic Short Answer Grading Using an LSTM-Based Approach
2023 | Dr. Udit Kr Chakraborty, Anurag Mishra
2023 IEEE World Conference on Applied Intelligence and Computing (AIC), 29-30 July 2023, Sonbhadra, India, pp. 332-337, DOI: 10.1109/AIC57670.2023.10263899
