MANAV RACHNA UNIVERSITY, FARIDABAD Sector 43, Aravalli Hills, Manav Rachna Campus Rd, Faridabad, Haryana 121004
Dr. Manpreet Kaur Designation: Associate Professor Qualifications :Ph.D.(Computer Engineering) , University of Delhi MTech (Computer Engineering), Punjabi University BTech (Punjab Technical University (Now IK Gujral Punjab Technical University) Email :manpreet@mru.edu.in Experience: 14+ Years
Google Scholar Profile: https://scholar.google.com/citations?hl=en&view_op=list_works&gmla=AJsNF5XqUDfgnbIwS4nmfubDXcRrfABmcnoAxmcvHJ2Fd4fSj5HXdBHnzkxtc7PvHa1fBuIrmWCgwqqPwKHDpdJmXU49UzLgw&user=LoPvEeMAAAAJ https://orcid.org/0000-0001-7339-1602
Research Interest : Natural Language Processing, Information Retrieval, Text Analytics , Machine Learning ,Deep Learning
+ Journal Publication Details: 1. Gupta, Anand, Manpreet Kaur, Sonaali Mittal, and Swati Garg. "PE-MSC: partial entailment-based minimum set cover for text summarization." Knowledge and Information Systems 63, no. 5 (2021): 1045-1068. [SCI Indexed Impact Factor- 2.94]
2. Shailja Gupta,Manpreet Kaur, Sachin Lakra, “BERT-BU12 Hate Speech Detection using Bidirectional Encoder-Decoder” , International Journal of System Dynamics Applications (IJSDA), Aug 2020 (Web of science – ESCI) (Accepted)
3. Gupta, Anand, and Manpreet Kaur. "Text Summarisation Using Laplacian Centrality-Based Minimum Vertex Cover." Journal of Information & Knowledge Management (2019): 1950050.[Scopus ] 4. Gupta A, Kaur M, Mirkin S, Bajaj A, Khanna A. Entailment and Spectral Clustering based Single and Multiple Document Summarization. In International Journal of Intelligent Systems and Applications(IJISA) ,39-51, vol 11, No. 5, 2019. (Scopus Indexed)
5. Gupta, Shailja, Manpreet Kaur, Sachin Lakra, and Yogesh Dixit. "A Comparative Theoretical and Empirical Analysis of Machine Learning Algorithms." Webology 17, no. 1 (2020). 6. Shailja Gupta, Manpreet Kaur, Sachin Lakra, Yogesh Dixit, “Performance Evaluation of Supervised Learning Algorithm on Hate Speech Detection”, Journal of Advanced Research in Dynamical & Control Systems (JARDCS), Vol. 12, 07 pp. 2953-2960, June 25, 2020. (Scopus)
+ Conference Publications: 1. M. Kaur, V. Prakash and S. Raghav, "When Cartoon Meets Anime Distinguishing Animation Styles with Convolutional Neural Networks," 2020 International Conference on Intelligent Engineering and Management (ICIEM), London, United Kingdom, 2020, pp. 261-265, doi: 10.1109/ICIEM48762.2020.9160132. 2. Gaur, Vaibhav, Shubham Sood, Lisha Uppal, and Manpreet Kaur. "Revitalizing Stock Predictions with Machine Learning Algorithms–An Empirical Study." In 2020 IEEE 17th India Council International Conference (INDICON), pp. 1-6. IEEE, 2020. 3. Gupta, Shailja, Manpreet Kaur, Sachin Lakra, and Mayank Khattar. "Application-based Attention Mechanisms in Deep Learning." In 2020 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), pp. 363-366. IEEE, 2020.
4. Kaur, Manpreet, and Dipti Srivastava. "Text Summarization using Partial Textual Entailment based 5.
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Graphs." In 2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), pp. 366-374. IEEE, 2019. Gupta, Shailja, Sachin Lakra, and Manpreet Kaur. "Sentiment Analysis using Partial Textual Entailment." In 2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), pp. 51-55. IEEE, 2019. Gupta A, Kaur M, Garg D, Saini K. Employing variant directional (dis)similarity measures for the task of Textual Entailment. In 3rd International Conference on Recent Developments in Science, Engineering and Technology (REDSET 2017)(Best Paper Award)(Scopus Indexed) Anand Gupta, Manpreet Kaur, Adarsh Singh, Aseem Goel, and ShacharMirkin. 2014. Text summarization through entailment-based weighted Minimum vertex cover. Lexical and Computational Semantics (* SEM 2014), page 75 Anand Gupta, ManpreetKathuria, Arjun Singh, Ashish Sachdeva and ShrutiBhati. Analog Textual Entailment and Spectral Clustering (ATESC) based Summarization. in International Conference on Big Data Analytics (BDA), December 24th - 26th, New Delhi, India (2012).
9. Babita Ahuja, Manpreet Kaur, “A High Capacity Filter Based Steganography “, International Joint Conference In Engineering(IJJCE-2009), PP.672-674. 10. ManpreetKaur, Dr. Jyotsena Gupta ”Simulation Study of Routing protocols”, Asian conference on Intelligent Systems & networks (AISN-2006), pp.363-368. 11. Babita Ahuja, Manpreet Kaur “A New Approach to Steganography” . Future Trends in Software Development,2008, pp. 58-72 12. Manpreet Kaur, Dr. Jyotsena Gupta“ Routing Protocols in Ad-Hoc networks”, Recent Advances and future Trends in IT (RAFIT-2005).
+ Research Supervised(PhD):
Currently supervising 5 candidates + Book: Computational Intelligence in Analytics and Information Systems, Volume 1: Data Science and AI, Selected Papers from CIAIS2021I(In Production), Web of Science, CRC Press(Taylor & Francis), ISBN: 9781774911426 Computational Intelligence in Analytics and Information Systems, Volume 2: Advances in Digital Transformation, Selected Papers from CIAIS2021I(In Production), Web of Science, CRC Press(Taylor & Francis), ISBN: 9781774911426 Lead Guest Editor, International Journal of Information Retrieval Research (IJIRR), Special Issue On: Intelligent and Decision-Making Technologies for Next Generation Computing, Editors: Manpreet Kaur, Sapna Gambhir, Hardeo Kumar Thakur, and Mohit Gambhir [In Press] [IGI Global ESCI INDEXED] Guest Editor, International Journal of Information Retrieval Research (IJIRR), Special Issue On: Challenging Research Issues in Big Data Analytics and Applications, Editors : Hardeo Kumar Thakur, Manpreet Kaur and Anand Gupta [IGI Global ESCI INDEXED](Published) EISSN: 2155-6385, Vol 10, Issue 3, DOI: 10.4018/IJIRR
+ Administrative Responsibilities: Coordinator, SWAYAM-NPTEL MRU Local Chapter in MRU from 01-08-2017 to Till date IEEE University Branch Counsellor at Manav Rachna University, Chapter Advisor, IEEE Computer Society Chapter, Chapter Advisor, Women in Engineering AG SB
Member, Department Course Review Committee, June 2019 to June 2020 Departmental NBA Coordinator Member, Academic Committee (Deans Office) , NAAC Committee Member, Department Board of Studies Member, Discipline Committee for University Member, NPTEL- Department Course Review Committee + Professional Affiliation: Joint Secretary, IEEE Delhi Section 2021 Senior Member of IEEE (USA), IEEE Women In Engineering Affinity Group, IEEE Computer Society Execom Member, IEEE Delhi Section 2021 Past Chairperson, IEEE Women In Engineering Affinity Group Delhi Section(2019-2020)
+ Expert Talk Delivered/ Session Chair
1. Track Chair and Session Chair , Special WIE Track, IEEE Flagship conference INDICON 2020 (17 th Edition), December. 2. Invited Talk on ” IEEE Women In Engineering :Affinity Groups”. IEEE Aarambh (January, 2021) , 29th Jan 2021, Chandigarh University, Punjab 3. Invited Talk on ” Machine Learning”. IEEE BKBIET Branch ,29thJune 2020, A Virtual Talk Series on “Inspire to Innovate for Futuristic Engineering”, B.K. Birla Institute of Engineering and Technology,
Pilani, Rajasthan 4. Invited Talk on ” IEEE Women In Engineering :Empowering Women in Technology”. IEEE Rajasthan subsection Student Congress (RSC-2020) , 12th Jan 2020, Manipal University, Jaipur 5. Invited Talk on ” IEEE Women In Engineering:Empowering Women in Technology”. IEEE DSC 2019 , 12th October 2019, IIIT, New Delhi 6. Invited Talk on ” Machine Learning”. In Python and Machine Learning workshop , 14 th September 2019, JC Bose YMCA University, Faridabad.
+ Event Organized(Conference/Seminar/FDP/Workshops International Conference on Computational Intelligence in Analytics and Information Systems (CIAIS- 2021) 2-3rd April 2021(CRC-Press (Taylor & Francis))
+ Patent Gupta, Anand, Manpreet Kaur, and Shachar Mirkin. "Method and system for summarizing a document." U.S. Patent Application 14/680,096, filed October 13, 2016. (Published)
+ Awards 1. Awarded with “Honorary Women In Engineering Recognition 2021”, by IEEE Delhi Section , in “IEEE Delhi Section Award ceremony” conducted at Delhi Technological University (Online) 2. Elevated to Senior Member IEEE (USA) in 2021. IEEE Senior Membership is an honor bestowed only to those who have made significant contributions to the profession.
Only 10% of IEEE’s more than 400,000 members hold this grade, which requires extensive experience, and reflects professional maturity and documented achievements of significance. 3.
Four times Awarded with “Certification of Recognition” for instrumental role in achieving Active rating or MRU NPTEL Local Chapter for Jan-April 2018 and July-Oct 2018
4. Elected as Chairperson. Women in Engineering Affinity Group, IEEE Delhi Section, 2019-2021 5. Awarded with “Certification of Recognition” for instrumental role in achieving “A” Rating (Top 100 Local chapters in July 2019, Active rating for MRU NPTEL Local Chapter for Jan-April 2018 and July-Oct 2018 6. Best Paper Award, Gupta A, Kaur M, Garg D, Saini K. Employing variant directional (dis)similarity measures for the task of Textual Entailment. In 3rd International Conference on Recent Developments in Science, Engineering and Technology (REDSET 2017)
7. Awarded with “Certification of Recognition” for the success of Infosys campus connect program at Manav Rachna College of Engineering in 2009.
MOOC courses Designed NIL