मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान)
Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Department of Artificial Intelligence & Data Engineering
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18

Journal Publications

24

Conference Publications

2

Research Projects

5

PhD Research Supervised

Qualifications
  • Ph.D. from MNIT Jaipur(2015)
    M.Tech. from IIT Delhi(2007)
    B.Tech. from MNIT Jaipur(2005)
Research Interests

Natural Language Processing, Information Retrieval, Data Mining, Neural Networks.

Brief Research Profile

My research interests are Natural Language Processing, Neural Networks, Data Mining and Informational Retrieval. I have published 12 International Journal (SCI) papers and 35 international conference papers. I have supervised 04 Ph.D scholars (Doctoral Scholars) and Currently supervising 06 Ph.D scholars. I have supervised 35 Masters students (M.Tech) and 40 Bachelor students (B.Tech) in last 10 years in the above mentioned research areas. I have received financial grants in the form of research projects from DST Rajasthan and SERB DST India.

Professional Background
  • Lecturer at Lxami Niwas Mittal Insitute of Information Technology (LNMIIT) Jaipur [29 October 2007 - 30 April 2008].

  • Data Mining and Warehousing
  • Natural Language Processing
  • Neural Networks

    2024
  • Neeraj Garg, Sneha Garg, Mahipal Jadeja, Yogesh Kumar Meena, Dinesh Gopalani and Ganpat Singh Chauhan, "A novel dominating set and centrality based graph convolutional network for node classification" , Multimedia Tools and Applications (Springer ) Volume :NA / / 2024 DOI: https://doi.org/10.1007/s11042-024-19525-w
  • Ravi Nahta, Dinesh Gopalani, Yogesh Kumar Meena, Ganpat Singh Chauhan, "Deep learning with the generative models for recommender systems: A survey" , Computer Science Review (Elsevier) Volume :53 / / 2024 DOI: https://doi.org/10.1016/j.cosrev.2024.100646
  • Abhishek Upadhyay, Yogesh Kumar Meena, Ganpat Singh Chauhan, "SatCoBiLSTM: Self-attention based hybrid deep learning framework for crisis event detection in social media" , Expert Systems With Applications (Elsevier) Volume :249 / / 2024 DOI: https://doi.org/10.1016/j.eswa.2024.123604
    • 2023
  • Mayank Kumar Jain, Dinesh Gopalani, Yogesh Kumar Meena, "ConFake: fake news identification using content based features" , Multimedia Tools and Applications (Springer ) Volume :83 / 8729-8755 / 2023 DOI: https://doi.org/10.1007/s11042-023-15792-1
  • Ganpat Singh Chauhan, Ravi Nahta, Dinesh Gopalani, Yogesh Kumar Meena, "Aspect based sentiment analysis using deep learning approaches: A survey" , Computer Science Review (Elsevier) Volume :49 / / 2023 DOI: https://doi.org/10.1016/j.cosrev.2023.100576
  • Ritu Sharma, Dinesh Gopalani, Yogesh Kumar Meena, "An anatomization of research paper recommender system: Overview, approaches and challenges" , Engineering Applications of Artificial Intelligence (Elsevier) Volume :118 / / 2023 DOI: https://doi.org/10.1016/j.engappai.2022.105641
    • 2022
  • Saurabh Ranjan Srivastva, Yogesh Kumar Meena, Girdhari Singh, "Forecasting on Covid-19 infection waves using a rough set filter driven moving average models" , Applied Soft Computing, Elsevier (Elsevier) Volume :131 / / 2022 DOI: https://doi.org/10.1016/j.asoc.2022.109750
  • Ganpat Singh Chauhan, Yogesh Kumar Meena, Dinesh Gopalani, Ravi Nahta, "A mixed unsupervised method for aspect extraction using BERT" , Multimedia Tools and Applications, Springer (Springer) Volume :81 / 31881-31906 / 2022 DOI: https://doi.org/10.1007/s11042-022-13023-7
    • 2021
  • Ravi Nahta, Yogesh Kumar Meena, Dinesh Gopalani, Ganpat Singh Chauhan, "A hybrid neural variational CF-NADE for collaborative filtering using abstraction and generation" , Expert Systems with Applications (Elsevier) Volume :179 / 115047 / 2021 DOI: https://doi.org/10.1016/j.eswa.2021.115047
  • Saurabh Ranjan Srivastva, Yogesh Kumar Meena, Girdhari Singh, "The landscape of soft computing applications for terrorism analysis: A review" , Applied Soft Computing (Elsevier) Volume :113 / 107977 / 2021 DOI: https://doi.org/10.1016/j.asoc.2021.107977
  • Ravi Nahta, Yogesh Kumar Meena, Dinesh Gopalani, Ganpat Singh Chauhan, "Two-step hybrid collaborative filtering using deep variational Bayesian autoencoders" , Information Sciences (Elsevier) Volume :562 / 136-154 / 2021 DOI: https://doi.org/10.1016/j.ins.2021.01.083
  • Ravi Nahta, Dinesh Gopalani, Yogesh Kumar Meena, Ganpat Singh Chauhan, "Embedding Metadata using Deep Collaborative Filtering to Address the Cold Start Problem for the Rating Prediction Task" , Multimedia Tools and Applications (Springer ) Volume :80(12) / 18553-18581 / 2021 DOI: https://doi.org/10.1007/s11042-021-10529-4
    • 2020
  • Ganpat Singh Chauhan, Yogesh Kumar Meena, Dinesh Gopalani, Ravi Nahta, "A two-step hybrid unsupervised model with attention mechanism for aspect extraction" , Expert Systems with Applications (Elsevier) Volume :161 / 113673 / 2020 DOI: https://doi.org/10.1016/j.eswa.2020.113673
    • 2018
  • S Ankita Jiyani, Mehul Mahrishi, Yogesh Kumar Meena and Girdhari Singh, "NAM: a nearest acquaintance modeling approach for VM allocation using R-Tree" , International Journal of Computer and Applications (Taylor and Francis ) Volume :42 / 1-12 / 2018 DOI: https://doi.org/10.1080/1206212X.2018.1514726
  • Diwakar Gautam, Mushtaq Ahmed, Yogesh Kumar Meena and Ashetam Ul Haq, "Machine Learning Based Diagnosis of Melanoma Using Macro Images" , Numerical Methods in Biomedical Engineering (Wiley) Volume :34 / 2953 / 2018 DOI: https://doi.org/10.1002/cnm.2953
    • 2016
  • Yogesh Kumar Meena and Dinesh Gopalani, "Efficient Voting-Based Extractive Automatic Text Summarization Using Prominent Feature Set" , IETE Journal of Research (Taylor and Francis) Volume :62 / 581-90 / 2016 DOI: https://doi.org/10.1080/03772063.2015.1136574
    • 2015
  • Yogesh Kumar Meena, Dinesh Gopalani, "Domain Independent Framework for Automatic Text Summarization" , Procedia Computer Science (Elsevier) Volume :48 / 722-727 / 2015 DOI: https://doi.org/10.1016/j.procs.2015.04.207
  • Yogesh Kumar Meena, Dinesh Gopalani, "Evolutionary Algorithms for Extractive Automatic Text Summarization" , Procedia Computer Science (Elsevier) Volume :48 / 244-249 / 2015 DOI: https://doi.org/10.1016/j.procs.2015.04.177

    2022
  • Mayank Kumar Jain, Ritika Garg, Dinesh Gopalani, Yogesh Kumar Meena, "Review on Analysis of Classifiers for Fake News Detection" , International Conference on Emerging Technologies in Computer Engineering by :Springer at Jaipur, India / 395407 / 2022 ISBN: 978-3-031-07012-9
  • Manisha Samanta, Yogesh Kumar Meena, Arka Prokash Mazumdar, "Efficacy of Online Event Detection With Contextual and Structural Biases" , International Conference on Emerging Technologies in Computer Engineering by :Springer at Jaipur, India / 419-430 / 2022 ISBN: 978-3-031-07012-9
  • Saurabh Ranjan Srivastava, Yogesh Kumar Meena, Girdhari Singh, "Association Rule Chains ARC a Novel Data Mining Technique for Profiling and Analysis of Terrorist Attacks" , International Conference on Emerging Technologies in Computer Engineering by :Springer at Jaipur, India / 466-478 / 2022 ISBN: 978-3-031-07012-9
  • Geetu Dhawan, Arka Prokash Mazumdar, Yogesh Kumar Meena, "EAC: Energy-Aware Caching Scheme for Internet of Things Using ICN" , 2022 IEEE International Conference on Connected Systems & Intelligence (CSI) by :IEEE at Trivandrum, India / 1-7 / 2022 ISBN: 978-1-6654-5816-0
    • 2020
  • Ganpat Singh Chauhan, Yogesh Kumar Meena, Dinesh Gopalani, Ravi Nahta, "Aspect-Level Sentiment Extraction Using Public Reviews for Government Schemes" , International Conference on Advances in Systems, Control and Computing (AISCC-2020) by :Springer at Jaipur, India / / 2020
  • Mayank Kumar Jain, Dinesh Gopalani, Yogesh Kumar Meena, Rajesh Kumar, "Machine Learning Based Fake News Detection Using Linguistic Features and Word Vector Features" , 7th IEEE UP Section International Conference on Electrical, Electronics and Computer Engineering (UPCON-2020) by :IEEE at Prayagraj, India / 1-6 / 2020 ISBN: 978-1-6654-4747-8
  • Saurabh Ranjan Srivastava, Yogesh Kumar Meena, and Girdhari Singh, "Itemset Mining Based Episode Profiling of Terrorist Attacks Using Weighted Ontology" , 5th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA) by :Springer at Jaipur, India / 337-348 / 2020
  • Ganpat Singh Chauhan, Yogesh Kumar Meena, Dinesh Gopalani, Ravi Nahta, "An Unsupervised Multiple Word-Embedding Method With Attention Model for Cross Domain Aspect Term Extraction" , 3rd International Conference on Emerging Technologies in Computer Engineering: Machine Learning and Internet of Things (ICETCE) by :IEEE at Jaipur / 110-116 / 2020
    • 2019
  • Saurabh Ranjan Srivastava, Yogesh Kumar Meena, Girdhari Singh, "Subgame Perfect Equilibrium-Based Framework for Counterterror Solution" , 2nd International Conference on Smart IoT Systems: Innovations and Computing (SSIC) by :Springer at Jaipur, India / 207-218 / 2019
    • 2018
  • Mr. Ganpat Singh Chauhan, Dr. Yogesh Kumar Meena, "A Digital Way of Investigating Government Schemes Using Aspect-Based Sentiment Analysis" , International Conference on Information Technology & Digital Applications 2018 by :Springer Nature Singapore Pte Ltd. at Jaipur, India / / 2018
  • Ganpat Singh Chauhan, Yogesh Kumar Meena, "Prominent Aspect Term Extraction in Aspect Based Sentiment Analysis" , 2018 3rd International Conference and Workshops on Recent Advances and Innovations in Engineering (ICRAIE) by :IEEE at Jaipur, India / 1-6 / 2018 ISBN: 978-1-5386-4526-0
    • 2017
  • Ritu Sharma, Dinesh Gopalani, Yogesh Meena, "Concept-Based Approach for Research Paper Recommendation" , 7th International Conference on Pattern Recognition and Machine Intelligence (PReMI’17) by :Springer at Kolkata, India / 687-692 / 2017
  • Manisha Samanta, Yogesh Kumar Meena, Arka Mazumdar, Mahesh Govil, "EDOF: An Open Framework for Event Detection Systems" , International Conference on Computing Communication and Networking by :ACM at Delhi India / / 2017
    • 2016
  • Jyoti Yadav, Yogesh Kumar Meena, "Use of Fuzzy Logic and Wordnet for Improving Performance of Extractive Automatic Text Summarization" , 2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI 2016) by :IEEE Explore at LNMIIT Jaipur / 2071-2077 / 2016
    • 2015
  • Yogesh Kumar Meena, Peeyush Deolia, Dinesh Gopalani, "Optimal Features Set for Extractive Automatic Text Summarization" , International Conference on Advanced Computing & Communication by :IEEE at Rohtak India / / 2015
  • Yogesh Kumar Meena, Dinesh Gopalani, "Improvement in Quality of Extractive Text Summaries Using Modified Reciprocal Ranking" , International Conference on Information and Communication Technology for Sustainable Development by :Springer at Ahmadabad, India / / 2015
    • 2014
  • Yogesh Kumar Meena, Dinesh Gopalani, "Analysis of Sentence Scoring Methods for Extractive Automatic Text Summarization" , International Conference on Information and Communication Technology for Competitive Strategies (ICTCS 14) by :ACM at Udaipur, India / 1-6 / 2014
  • Yogesh Kumar Meena, Ashish Jain, Dinesh Gopalani, "Survey on Graph and Cluster Based Approaches in Multi-Document Text Summarization " , International Conference on Recent Advances and Innovations in Engineering by :IEEE at Jaipur / 1-5 / 2014 ISBN: 978-1-4799-4041-7
    • 2013
  • Smita Naval, Yogesh Meena, Vijay Laxmi, Vinod P, "Relevant Hex Patterns for Malcode Detection" , International Conference on Intelligent Systems and Signal Processing (ISSP), 2013 by :IEEE at Anand Gujrat India / 334-337 / 2013 ISBN: 978-1-4799-0316-0
    • 2012
  • Parwati Bhurani, Mushtaq Ahmed, Yogesh Kumar Meena, "New Measure of Interestingness for Efficient Extraction of Association Rules" , International Conference on Information Systems Design and Intelligent Applications by :Springer at Vizag India / 103-110 / 2012 ISBN: 978-3-642-27443-5
  • Urvashi Garg, Yogesh Kumar Meena, "User Authentication Using Keystroke Recognition" , International Conference on Advances in Computing Advances in Intelligent Systems and Computing by :Springer Berlin Heidelberg at Bangalore / 131-136 / 2012 ISBN: 978-81-322-0739-9
    • 2011
  • Sachin Jain, Yogesh Kumar Meena, "Byte Level N-Gram Analysis for Malware Detection" , International Conference on Information Processing by :Springer Berlin Heidelberg at Bangalore / 51-59 / 2011 ISBN: 978-3-642-22786-8
  • Manju Rani, Yogesh Kumar Meena, "An Efficient Feature Extraction Method for Handwritten Character Recognition" , International Conference on Fuzzy and Neural Computing by :Springer-Verlag GmbH Berlin Heidelberg at Vizag India / 302-209 / 2011 ISBN: 978-3-642-27242-4
  • Sandeep K. Gupta, Shubhlaxmi, Yogesh K. Meena, Neeta Nain , "A Hybrid Method of Feature Extraction for Facial Expression Recognition" , The Seventh IEEE International Conference on Signal Image Technology & Internet-Based Systems by :IEEE at Dijon, France / 422-425 / 2011

  • Book Chapter, "Statistical Features for Extractive Automatic Text Summarization " ISBN:9781522502937 published by - IGI Global Year: 2016 authors- Yogesh Kumar Meena and Dinesh Gopalani
  • Book Chapter, "Smart Systems and IoT: Innovations in Computing" ISBN:978-981-13-8406-6 published by - Springer Year: 2020 authors- Ganpat Singh Chauhan, Yogesh Kumar Meena
  • Book Chapter, "Soft Computing and Signal Processing" ISBN:978-981-13-3600-3 published by - Springer Year: 2019 authors- Ganpat Singh Chauhan, Yogesh Kumar Meena
  • Book Chapter, "Aspect-Based Sentiment Analysis of Students Feedback to Improve TeachingLearning Process" ISBN:978-981-13-1747-7 published by - Springer Year: 2019 authors- Ganpat Singh Chauhan, Preksha Agrawal, Yogesh Kumar Meena

  • National level FDP on Medical Image Processing at MNIT Jaipur, Jaipur, India from 22-08-2022 to 02-09-2022
  • National level Workshop on Blockchain Technologies & Applications at MNIT, Jaipur, India from 06-09-2021 to 10-09-2021
  • National level Short Term Course on Python Programming at MNIT, Jaipur, India from 26-07-2021 to 06-08-2021
  • National level Short Term Course on Computer Science and Biology at MNIT , Jaipur, India from 18-01-2021 to 22-01-2021
  • International level Conference on International Conference on Advances in Systems, Control and Computing (AISCC-2020) at MNIT Jaipur, Jaipur, India from 27-02-2020 to 28-02-2020
  • National level Workshop on Artificial Intelligence and Machine Learning at MNIT, Jaipur, India from 22-02-2019 to 26-02-2019
  • International level Conference on Internet of Things and Connected Technologies at MNIT, Jaipur, India from 26-03-2018 to 27-03-2018
  • National level Short Term Course on Advanced Pattern Recognition Techniques at MNIT, Jaipur, India from 26-03-2018 to 30-03-2018
  • National level Conference on Data Mining and Machine Learning at MNIT, Jaipur, India from 14-10-2017 to 15-10-2017
  • National level Short Term Course on Technical Document Preparation Using LaTeX at MNIT, Jaipur, India from 09-10-2017 to 13-10-2017
  • National level Short Term Course on Applications of Matlab in Engineering at MNIT, Jaipur, India from 20-07-2017 to 24-07-2017
  • International level Conference on Advances in Internet of Things and Connected Technologies at MNIT, Jaipur, India from 26-05-2017 to 27-05-2017
  • National level Short Term Course on Multimodal and Advanced Biometrics Authentication at MNIT, Jaipur, India from 02-01-2017 to 11-01-2017
  • National level Short Term Course on Biometric-based Authentication and De-identification for Privacy Protection at MNIT, Jaipur, India from 19-12-2016 to 25-12-2016
  • National level Workshop on SoC and Embedded System Design at MNIT, Jaipur, india from 27-02-2016 to 03-03-2016
  • National level Workshop on Machine Vision and Biometrics at MNIT, Jaipur, India from 17-10-2015 to 21-10-2015

  • Member of IEEE
  • Life Member of Computer Society of India
  • Member of ACM, USA
  • Member of Institution of Engineers (India)
  • Member of IEEE Computational Intelligence Society

    Awarded
  • Saurabh Ranjan Srivastva on Forecasting and Chaining Catastrophic Spatiotemporal Events using Predictive Modeling Techniques Year - 2024
  • Manisha Samanta on Online Event Detection and Impact Analysis on Social Media Text Year - 2022
  • Ganpat Singh Chauhan on Hybrid Unsupervised Approaches for Aspect Extraction in Sentiment Analysis Year - 2022
  • Ravi Nahta on Deep Generative Models for Collaborative Filtering based Movie Recommender Systems Year - 2022
    • Ongoing
  • Abhishek Upadhyay on Social Event Detection and Prediction using Deep Learning Techniques Year - 2020

    2021-2022
  • Adhitesh Chauhan on A Feature-Driven Approach for Identifying Anti-Social Users on Social Media Year - 2021-2022 (Completed)
    • 2020-2021
  • Manish Tomar on Cat One Stage Object Detection Model Year - 2020-2021 (Completed)
    • 2019-2020
  • Kiran Sharma on Vehicle Monitoring and safety using GPS and GSM Year - 2019-2020 (Completed)
  • K Sai Sreeakar on Mitigatiing Malicious QRCode Redirection Year - 2019-2020 (Completed)
    • 2018-2019
  • Mithlesh Kumar Yadav on Analysis of Movie Recommender System Year - 2018-2019 (Completed)
  • Prachi Singh on Security Issues in Deep Learning Based Malware Classification Network Year - 2018-2019 (Completed)
  • Roshni Rathore on Web browser forencics in InPrivate Mode Year - 2018-2019 (Completed)
    • 2017-2018
  • Antra verma on Detection of Boundary Points and Global Outliers in Time Series data Year - 2017-2018 (Completed)
  • Nandita Koch on Suspicious User Detection in Social Platform using Textual Fetaures Year - 2017-2018 (Completed)

  • Topic: Civil Unrest Prediction Year - 2021-2022
    Rohit Kumar Sahu (Completed)
    Satyajit Roy (Completed)
    Ankit Doot (Completed)
  • Topic: Semantic Textual Similarity of Sentences using Deep NeuralNetworks and Infersent Year - 2021-2022
    Tarun Kumar Mishra (Completed)
    Shashikant Maurya (Completed)
    Mayank Solanki (Completed)
  • Topic: Abnormality Classification on Musculoskeletal Radiographs Year - 2018-2019
    Lokesh Khurana (Completed)
    Shubham malav (Completed)
    Yadvendra Naveen (Completed)
  • Topic: Adherent raindrop Removal from Images using Generative Adversarial Network (GAN) Year - 2018-2019
    Vinayak Sachdeva (Completed)
    Ujesh Maurya (Completed)
    Joydip Sakar (Completed)
  • Topic: Image Colorization using Generative Adversarial Network Year - 2018-2019
    Rishabh Mittal (Completed)
    Naresh Jain (Completed)
    Kapil Agarwal (Completed)
  • Topic: Automated Essay Grader Year - 2017-2018
    Anjali Solanki (Completed)
    Naman Jain (Completed)
    Hemendra Meena (Completed)
  • Topic: Movie Recommendation Engine using Machine Learning Year - 2017-2018
    Sonal Kumar (Completed)
    Shubham Kumar (Completed)
    Sarwajeet Bharti (Completed)
  • Topic: Speech Enhancement using Deep Neural Network Year - 2017-2018
    Ashish Ranjan (Completed)
    Vicky Anand (Completed)
    Anil Kumar Dhakad (Completed)

Title Total Outlay
(In Lacs)		 Year Funding Agency Role
Forecasting Significant Social Events by Predictive Analytics over Streaming Open Source Data 16.832019-2022DST SERB IndiaPI
Detecting Suspicious Users in Social Networks Using Text Analysis7.982017-2020DST RajasthanPI

  • Associate Dean (Consultancy) in MNIT Jaipur from - 17-07-2022 to Till Date
  • Convener DPGC in MNIT Jaipur from - 01-07-2021 to Till Date
  • Nodal Officer (Data Compilation and Entry) NIRF in MNIT Jaipur from - 15-09-2017 to 16-07-2022
  • Coordinator and Liaison officer, (OBC/SC/ST/PWD) in MNIT Jaipur from - 23-05-2014 to 16-07-2022

SNo. Type Title Event Place Schedule
1TalkRegression Analysis FDP on Machine Learning and Data ScienceArya Institute of Engineering & Technology (Online)Dec-2020
2TalkAssignment ProblemSTTP on Advance concepts in Computer Science and Engineering Engineering College Banswara (Online)Dec-2020
3TalkIntroduction to Machine LearningFDP on Artificial Intelligence and Machine LearningSri Balaji College of Engineering & Technology, Jaipur (Online)Sep-2020
4TalkUnsupervised LearningAICTE sponsored Short Term Training Programme (STTP) on Machine Learning & Deep Learning: Research and Applications Perspectives Poornima University Jaipur (Online)Aug-2020