मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान)
Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Department of Computer Science & Engineering
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22

Journal Publications

17

Conference Publications

3

Research Projects

7

PhD Research Supervised

1

Awards & Honours

Qualifications
  • Ph.D.(CSE ) from IIT Roorkee(2017)
    M.Tech.(CSE ) from IIT Roorkee(2012)
    B.E.(IT) from RGPV Bhopal(2008)
Research Interests

Artificial Intelligence , Natural Language Processing, Deep Learning, Continual Machine Learning, Open-world Machine Learning.

Brief Research Profile

Dr. Satyendra Singh Chouhan earned his Ph.D. in Artificial Intelligence from Computer Science and Engineering at the Indian Institute of Technology Roorkee, where his research focused on finding out algorithmic solutions for AI Planning problems. His research areas include emerging techniques in AI, such as Continual ML and Open-World ML. His innovative work has been published in several renowned international journals, contributing significantly to the academic discourse in his field. He has more than six years of experience in Academics and Research. Before MNIT, he worked as an Assistant professor at SGSITS Indore. He is a senior member of IEEE, and he has been a reviewer/TPC member of international conferences and reputed journals, including IEEE Transactions. He is currently executing various research projects sponsored by different government departments and industries such as DRDO, DST-National Supercomputing Mission (NSM), and the government of Rajasthan. He has supervised 2 PhD & 9 M.Tech students, and currently, he is supervising three PhD students and three M.Tech students.

  • Advance Programming Lab
  • Algorithms Lab
  • Computer Science and Programming
  • Design and Analysis of Algorithms
  • Formal Language and Automata Theory
  • Logic in Computing
  • Object Oriented Analysis and Design
  • Parallel and distributed Computing
  • Programming Lab

    2024
  • Parvati Bhurani, Satyendra Singh Chouhan, and Namita Mittal, "Exbcil: an exemplar-based class incremental learning for intrusion detection system" , International Journal of Machine Learning and Cybernetics (Springer ) Volume :00 / / 2024 DOI: 10.1007/s13042-024-02486-9
  • Praveen Singh Thakur, Mahipal Jadeja, Satyendra Singh Chouhan, "Enhancing software code smell detection with modified cost-sensitive SVM" , International Journal of System Assurance Engineering and Management (Springer ) Volume :15 / 1-15 / 2024 DOI: https://doi.org/10.1007/s13198-024-02326-7
  • A. Seetha, S. S. Chouhan, E. S. Pilli, V. Raychoudhury and S. Saha, "DiEvD-SF: Disruptive Event Detection Using Continual Machine Learning With Selective Forgetting" , IEEE Transaction on Computational Social Systems (IEEE) Volume :11 / 4189-4201 / 2024 DOI: 10.1109/TCSS.2024.3364544
  • Rojo Kurian Daniels, Vikas Kumar, Satyendra Singh Chouhan, Aneesh Prabhakar, "Thermal runaway fault prediction in air-cooled lithium-ion battery modules using machine learning through temperature sensors placement optimization" , Applied Energy (Elsevier) Volume :355 / 122352 / 2024 DOI: https://doi.org/10.1016/j.apenergy.2023.122352
  • Monika Choudhary, Satyendra Singh Chouhan, Santosh Singh Rathore, "Beyond Text: Multimodal Credibility Assessment Approaches for Online User-Generated Content" , ACM Transactions on Intelligent Systems and Technology (ACM) Volume :15 / / 2024 DOI: https://doi.org/10.1145/3673236
  • G Singh, N Mittal, S S Chouhan, "HindiSumm: A Hindi Abstractive Summarization benchmark dataset" , ACM Transactions on Asian and Low-Resource Language Information Processing (ACM) Volume :00 / / 2024 DOI: https://doi.org/10.1145/3696207
  • Faisel Mushtaq , Saunak Bhattacharjee , Sandeep Mandia , Kuldeep Singh , Satyendra Singh Chouhan, Rajesh Kumar, Priyanka Harjule, "Artificial intelligence for computer aided detection of pneumoconiosis: A succinct review since 1974" , Engineering Applications of Artificial Intelligence (Elsevier) Volume :133 / / 2024 DOI: https://doi.org/10.1016/j.engappai.2024.108516
  • M. Choudhary, S. Patil, S. S. Chouhan, E. S. Pilli, "MmDs: Multimodal Benchmark Dataset for Suspicious Profile Detection on Twitter Social Network" , Social Network Analysis and Mining (Springer) Volume :14 / 1-9 / 2024 DOI: https://doi.org/10.1007/s13278-024-01296-9
  • Praveen Singh Thakur, Mahipal Jadeja, Satyendra Singh Chouhan, "CBReT: A Cluster-Based Resampling Technique for Dealing with Imbalanced Data in Code Smell Prediction" , Knowledge Based Systems (Elsevier) Volume :286 / 1-47 / 2024 DOI: https://doi.org/10.1016/j.knosys.2024.111390
    • 2023
  • Manojkumar Pal, ML Mittal, Gunjan Soni, SS. Chouhan, Manish Kumar, "A multi-agent system for FJSP with setup and transportation times" , Expert Systems With Applications (Elsevier) Volume :216 / / 2023 DOI: https://doi.org/10.1016/j.eswa.2022.119474
  • Aditi Seetha, Satyendra Singh Chouhan, Emmanuel S. Pilli, and Vaskar Raychoudhury, "DiEvD: Disruptive Event Detection from Dynamic Datastreams using Continual Machine Learning: A Case Study with Twitter" , IEEE Transaction on Emerging Topics in Computing, 2023 (IEEE) Volume :2023 / / 2023 DOI: 10.1109/TETC.2023.3272973
  • Jitendra Parmar, SS Chouhan, Vaskar Raychoudhury, Santosh S Rathore, "Open-world Machine Learning: Applications, Challenges, and Opportunities" , ACM Computing Surveys (ACM) Volume :55 / 1-42 / 2023 DOI: https://doi.org/10.1145/3561381
  • Jitendra Parmar, Satyendra Singh Chouhan, Vaskar Raychoudhury, "A machine learning based framework to identify unseen classes in open-world text classification" , Information Processing and Management (Elsevier) Volume :60 / 1-18 / 2023 DOI: https://doi.org/10.1016/j.ipm.2022.103214
    • 2022
  • Sanskar Soni, Satyendra Singh Chouhan, Santosh Singh Rathore, "TextConvoNet: A Convolutional Neural Network based Architecture for Text Classification" , Applied Intelligence (Springer) Volume :00 / 1-20 / 2022 DOI: https://doi.org/10.1007/s10489-022-04221-9
  • Surendra Singh Gangwar, Santosh Singh Rathore, Satyendra Singh Chouhan, and Sanskar Soni, "Predictive Modeling for Suspicious Content Identification on Twitter" , Social Network Analysis and Mining (Springer ) Volume :12 / 1-22 / 2022 DOI: https://doi.org/10.1007/s13278-022-00977-7
  • Santosh Singh Rathore, Satyendra Singh Chouhan, Dixit Kumar Jain, and Aakash Gopal Vachhani, "Generative Oversampling Methods for Handling Imbalanced Data in Software Fault Prediction" , IEEE Transactions on Reliability, 2022 (IEEE) Volume :71 / 747 - 762 / 2022
    • 2021
  • Geetanjali Singh, Namita Mittal, Satyendra Singh Chouhan, "A Systematic Review of Deep Learning Approaches for Natural Language Processing in Battery Materials Domain" , IETE Technical Review (Taylor & Francis) Volume :0 / 1-12 / 2021
  • Satyendra Singh Chouhan and Santosh Singh Rathore, "Generative Adversarial Networks based Imbalance Learning in Software Aging-Related Bug Prediction" , IEEE Transactions on Reliability (IEEE) Volume :70 / 1-16 / 2021 DOI: 10.1109/TR.2021.3052510
  • Monika Choudhary, Satyendra Singh Chouhan, Emmanuel S. Pilli, Santosh Kumar Vipparthi, "BerConvoNet: A deep learning framework for fake news classification" , Applied Soft Computing (Elsevier) Volume :110 / 1-11 / 2021 DOI: 10.1016/j.asoc.2021.107614
    • 2017
  • S S Chouhan and Rajdeep Niyogi, "MAPJA: Multi-agent planning with joint actions" , Applied Intelligence (Springer) Volume :47 / 1044-158 / 2017
  • S S Chouhan and Rajdeep Niyogi, "DiMPP: a complete distributed algorithm for multi-agent path planning" , Journal of experimental and Theoretical AI (Taylor and Francis) Volume :29 / 1129-1148 / 2017
    • 2015
  • S S Chouhan and Rajdeep Niyogi, "Plan restructuring in multi agent planning" , Procedia Computer Science (Elsevier) Volume :46 / 396-401 / 2015

    2024
  • Praveen Singh Thakur, Mahipal Jadeja, Satyendra Singh Chouhan, Santosh Singh Rathore, "Evaluating Deep Learning Embedding Techniques for Code Smell Detection" , 12th International Conference on Big Data and Artificial Intelligence BDA 2024 by :Springer at Hyderabad / / 2024
  • A. Seetha , J. Parmar, S. S. Chouhan, E. S. Pilli, and A. Jain , "DisEvD: A Benchmark Dataset for Disruptive Event Identification From Online Social Network" , 12th International Conference on Big Data and Artificial Intelligence BDA 2024 by :Springer at Hyderabad, India / / 2024
    • 2023
  • M. Choudhary, S. S. Chouhan, E. S. Pilli, and N. Singh, "MSPIS: Multimodal Suspicious Profile Identification System in Online Social Network" , 10th International Conference on Pattern Recognition and Machine Intelligence - PReMI 2023 by :Springer at Kolkata, India / / 2023
  • Parvati Bhurani, Satyendra Singh Chouhan, Namita Mittal, "Study of Class Incremental Learning Strategies for Intrusion Detection System" , 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications by :Springer at India / / 2023
  • Jitendra Parmar, Satyendra Singh Chouhan, "Open-World Machine Learning for Unknown Class Identification in Human-Machine Interaction Systems" , 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications by :Springer at India / / 2023
    • 2022
  • Aditi Seetha, Satyendra Singh Chouhan, Sanskar Soni, Dev Milan Mehta, Vinush Vishwanath, "Disruptive Event Identification in Online Social Network" , 26th International Symposium on Methodologies for Intelligent Systems (ISMIS 2022) by :Springer at Italy / 24-34 / 2022
    • 2021
  • Satyendra Singh Chouhan, Santosh Singh Rathore, Ritesh Choudhary, "A Study of Aging-Related Bugs Prediction in Software System" , International Conference on Paradigms of Computing, Communication and Data Sciences (PCCDS,2020) by :Springer at NIT Kurukshetra / 49–61 / 2021
  • Monika Choudhary, Satyendra Singh Chouhan, Emmanuel S Pilli, "CbPIS: Cyberbullying Profile Identification System With Users in Loop" , Thirteenth International Conference on Contemporary Computing (IC3-2021) by :IEEE at India / 203-208 / 2021
    • 2020
  • Shubam Yadav, Santosh Singh Rathore and Satyendra Singh Chouhan, "Authorship Identification Using Stylometry and Document Fingerprinting Decisions" , The Eighth International Conference on Big Data Analytics (BDA 2020) by :Springer at India / 278-288 / 2020
  • Jitendra Parmar, Sanskar Soni and Satyendra Singh Chouhan, "OWI: Open-World Intent Identification Framework for Dialog Based System" , The Eighth International Conference on Big Data Analytics (BDA 2020) by :Springer at India / 329-343 / 2020
    • 2018
  • Ashish Kumar Patel, Satyendra Singh Chouhan, and Rajdeep Niyogi., "Using Crowd Sourced Data for Music Mood Classification" , Sixth International Conference on Big Data Analytics by :Springer at NIT Warangal / 363-375 / 2018
    • 2016
  • Satyendra Singh Chouhan and Rajdeep Niyogi, "Multi-Agent Planning With Quantitative Capability" , 5th IEEE International Conference on Advances in Computing, Communication and Informatics (ICACCI) by :IEEE at Jaipur / 602-606 / 2016
  • S.S. Chouhan, R. Niyogi , "Multi-Agent Planning With Collaborative Actions" , 29th Australasian Joint Conference on Artificial Intelligence by :Springer at Australia / 609-620 / 2016
    • 2015
  • S.S. Chouhan, R. Niyogi, "Dmapp: A Distributed Multi-Agent Path Planning Algorithm" , Australasian Joint Conference on Artificial Intelligence by :Springer at Australia / 123-135 / 2015
  • Satyendra Singh Chouhan, Ashutosh Singh, Rajdeep Niyogi, "Multi-Agent Planning With Joint Actions" , 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI-2015) by :IEEE at Kerala / 1284-1290 / 2015
    • 2014
  • Shilpi Saxena, Satyendra singh Chouhan, "OFDTs:-An Optimally Fair Dynamic Task Scheduling Algorithm in Cloud Environment"" , 7th International Conference on Contemporary Computing (IC3-2014) by :IEEE at Noida, India / 583-588 / 2014
    • 2012
  • Satyendra Singh Chouhan, Rajdeep Niyogi, "Multi-Agent Planning in Grid World Domain" , International Conference on Advanced Computing & Communication by :IEEE at India / 117-122 / 2012

  • Text Book, "Computer Programming: Theory and Practicals" ISBN:978-81-960576-2-6 published by - AICTE, INDIA Year: 2023 authors- Satyendra Singh Chouhan

  • Book Chapter, "Dynamic Web Service Composition Using AI Planning Technique: Case Study on Blackbox Planner" ISBN:183-195 published by - Springer, Singapore Year: 2020 authors- Lalit Purohit, Satyendra Singh Chouhan, Aditi Jain
  • Book Chapter, "Credibility Assessment of Healthcare Related Social Media Data" ISBN:NA published by - CRC press (Accepted) Year: 2020 authors- Monika Choudhary, Satyendra Singh Chouhan, Emmanuel S. Pilli

Level Type Collaborator Organization Year
InternationalPublication: Vaskar RaychoudhuryMiami University USA2022
NationalPublication: Santosh Singh RathoreIIITM Gwalior2022

  • National level Short Term Course on Machine Learning for Computer Vision at MNIT Jaipur -EICT Academy, Jaipur, India from 21-02-2022 to 04-03-2022
  • National level Short Term Course on Machine Learning & Computer Vision at MNIT Jaipur- EICT Academy, Jaipur, India from 01-02-2021 to 12-02-2021
  • National level Short Term Course on Python for Engineers at Malaviya National Institute of Technology Jaipur, Jaipur, India from 20-12-2020 to 24-12-2020
  • National level Workshop on Natural Language Processing at Malaviya National Institute of Technology , Jaipur, India from 06-01-2020 to 10-01-2020
  • National level Workshop on Introduction to Machine Learning and Data Engineering at Shri G S Institute of Technology and Science, Indore, India from 20-12-2019 to 24-12-2019
  • National level Workshop on Data Structure fundamentals at Malaviya National Institute of Technology , Jaipur, India from 10-08-2019 to 18-08-2019
  • National level Workshop on Python Programming at Malaviya National Institute of Technology, Jaipur, India from 31-07-2019 to 02-08-2019

  • Member of ACM, USA
  • Senior Member of IEEE

    Awarded
  • Jitendra parmar on Unseen Class Identification in Open-world Machine Learning Year - 2024
  • Monika Chaudhary on Credibility Assessment of Online User-Generated Content Year - 2023
    • Ongoing
  • Mayank Bhagya on Generative AI Year - 2024
  • Harshit Nema on Ethical AI Year - 2024
  • Alka Pandey on ML for Cyber Security Year - 2024
  • Aditi Seetha on Disruptive Event prediction using Continual Machine Learning Year - 2021
  • Parvati Bhurani on Applied Machine Learning Year - 2019

Title Total Outlay
(In Lacs)		 Year Funding Agency Role
Development of techniques for data traffic based analysis of smart systems113.972023-2025Defense Research and Development Organization (DRDO), Ministry of Defense , Govt. of IndiaCo-PI
Prototype Development of Artificial Intelligence based Portable Computer Aided Diagnosis System for Silicosis22.592022-2024Directorate of Specially abled People , Govt. of RajasthanCo-PI
Disruptive Event Prediction Platform based on Continual Machine Learning21.152021-2023DST NSM and IISc BanglorePI

  • Hostel Warden in Malaviya National Institute of Technology Jaipur from - 28-07-2022 to Till Date
  • Coordinator (Data Management) in Malaviya National Institute of Technology Jaipur from - 18-07-2022 to Till Date
  • Faculty Coordinator (Sports) in Malaviya National Institute of Technology Jaipur from - 29-07-2021 to 17-07-2022
  • Nodal officer (Procurement TEQIP-III) in Malaviya National Institute of Technology Jaipur from - 01-04-2019 to 31-03-2022
  • TEQIP-III Coordinator Dept. of CSE in Malaviya National Institute of Technology Jaipur from - 01-03-2019 to 31-07-2022

  • "SILICO-AI: An AI-Based Portable Computer-Aided Diagnostic System for Silicosis Disease", Kuldeep Singh, Faisel Mushtaq, Satyendra S Chouhan, Sandeep Mandia, Rajesh Kumar,Priyanka Harjule , Reg.No. 202311063986 [Controller General of Patents, Designs & Trade Marks, Govt. of India] Filed Dt.23-09-2023

  • Travel Grant for Paper Presentation given by Microsoft Research(MSR) Year - 2015

SNo. Type Title Event Place Schedule
1TalkMachine learning using PythonAICTE Sponsored STTP on DEEP LEARNING AND ITS APPLICATIONSMRCE HyderabadMar-2021
2TalkE-content development: Tools and TechniquesUGC-HRDC Short Term WorkshopRajasthan UniversityAug-2020
3TalkUnsupervised Learning and Principle Component AnalysisOnline Short Term CourseBIET JhansiAug-2020
4TalkText Processing with Convolutional Neural NetworkAICTE-AQIS sponsored STTPPCE, JaipurAug-2020
5TalkPython Programming for Deep learningAICTE sponsored ATAL Course on Robotics & Computer VisionMNITDec-2019
6TalkDeep Learning: An Emerging TechnologyShort Term CourseAjmerDec-2019
7TalkIntroduction to Machine learningWorkshopIndore,IndiaAug-2018

S.No. Category Name of Activity Organization Place Position Schedule
1NationalMember of Board of StudiesRajasthan ILD Skill UniversityJaipurMemberAug-2019