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Prof. Sushama Nagpal
Head
Qualification
B.E (CSE), M.Tech, Ph.D.
Email
[email protected]

Bio-sketch

Dr. Sushama Nagpal is currently working as Professor in the Department of Computer Science and Engineering at NSUT, New Delhi. She did her B.E. in Computer Science and Engineering from C. R. State College of Engineering, Murthal (Now DCRUST, Muthal). She obtained her M.Tech and Ph.D. degree from University of Delhi.

She has about 25 years of experience in teaching and has actively engaged herself in research. Her areas of interests include Software Quality Measurement, Data Science, Data Mining/Machine Learning, Social Network Analysis and Recommender Systems. She has published various research papers in reputed international journals and conferences. She has reviewed number of research articles for reputed international journals and acted as Member, Technical Program Committee for international conferences and also chaired sessions in International Conferences.

Areas of Interest

  1. Machine learning
  2. Data Science
  3. Software quality Measurement
  4. Recommender System

Research Articles Published in International Journals 

  • Anjana Gosain, Sangeeta Sabharwal, Sushama Nagpal, “Assessment of quality of data warehouse multidimensional model,” International Journal of Information Quality 2011, Vol. 2(4), pp 344-358, DOI: 10.1504/IJIQ.2011.043782
  • Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal, “Quality Metrics for Conceptual Models for Data Warehouse focussing Dimension Hierarchies”, ACM SIGSOFT software engineering notes, Volume 36 Issue 4,pp 1-5, July 2011, doi>10.1145/1988997.1989015.
  • Anjana Gosain, Sangeeta Sabharwal, Sushama Nagpal, “Predicting Quality of Data Warehouse using fuzzy logic" International Journal of Business and Systems Research (IJBSR)-Special issue on Data Mining Concepts and Applications in Business Intelligence, 2012, Vol.6, No. 3, pp 255-268.
  • Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal, 'Validating dimension hierarchy metrics for the understandability of multidimensional models for data warehouse’IET Software, Volume 7(2), 2013, pp 93-103, Online ISSN 1751-8814 Print ISSN 1751-8806.(SCIE indexed IF 1.25) 
  • Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal, ‘Theoretical and empirical validation of comprehensive complexity metric for multidimensional models for data warehouse’, International Journal of Systems Assurance Engineering and Management (Springer), Volume 4(2), pp. 193-204, 2013.Electronic ISSN 0976-4348 Print ISSN 0975-6809
  • Swati Gupta, Sushama Nagpal, “Trust Aware Recommender Systems: A Survey on Implicit Trust Generation Techniques”, International Journal of Computer Science and Information Technologies, Vol. 6 (4), 2015, 3594-3599.
  • Sangeeta Sabharwal, Sushama Nagpal, Gargi Aggarwal, “Empirical analysis of metrics for object oriented multidimensional model of data warehouse using unsupervised machine learning techniques, International Journal of System Assurance and Engineering Management 8 (2), 703-715, 2017 .Electronic ISSN 0976-4348 Print ISSN 0975-6809
  • Gargi Aggarwal, Sangeeta Sabharwal, Sushama Nagpal, "Theoretical and Empirical Validation of Coupling Metrics for Object-Oriented Data Warehouse Design", Arabian Journal for Science and Engineering 43 (2), 675-691, 2018. (SCIE indexed IF 2.33)
  • Sambhav Yadav, Shreyam Sinha, Sushama Nagpal, Vikesh Kumar, “Trust aware Recommender System using Swarm Intelligence”, International Journal of Computational Science,  Vol 28, pp 180-192, Sep 2018, ISSN: 1877-7503 (SCIE indexed IF 3.7)
  • Nalin Nanda, Prerna Kakkar, Sushama Nagpal, “Computer aided segmentation of liver lesions in CT scans using a cascaded convolutional neural networks and genetically optimised classifier”, Arabian Journal of Science and Engineering, April 2019, Volume 44, Issue 4, pp 4049–4062.(SCIE indexed IF: 2.33)
  • Twishi Tyagi, Sushama Nagpal, "Fuzzy optimized Gravitational Search Algorithm for Disease Prediction", IJSIR: Volume 11, Issue 3, Article 4, July/Aug 2020, ISSN: 1947-9263|EISSN: 1947-9271|DOI: 10.4018/IJSIR

 

Research Articles Published in International/National Conferences
  • Anjana Gosain, Sangeeta Sabharwal and Sushama Nagpal, “Neural Network Approach to Predict Quality of Data Warehouse Multidimensional Model”, International conference on Advances in Computer Science (ACS 2010), Trinvandrum, Kerala, Dec. 21-22, 2010. pp 241-244.
  • Tushar Rao, Sushama Nagpal, “Real-Time Geo Influence in Social Network”, International conference on Electronics and Computer Technology (ICECT 2011), Kanyakumari,  pp. 246-250, April 8-10, 2011.Electronic ISBN: 978-1-4244-8679-3 Print ISBN: 978-1-4244-8678-6
  • Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal, “Complexity Metric for Multidimensional Models for Data warehouse”, International Information Technology Conference & Exhibition (CUBE 2012), Pune, India, 3rd-5th September 2012, pp. 360-365, ISBN: 978-1-4503-1185-4
  • Rashmi Sharma, Sangeeta Sabharwal, Sushama Nagpal, ‘Empirical analysis of object oriented metrics using dimensionality reduction techniques’, IEEE ICRAEI 2014, May 9-11, 2014, India. Electronic ISBN: 978-1-4799-4040-0 CD-ROM ISBN: 978-1-4799-4041-7
  • Sangeeta Sabharwal, Sushama Nagpal, Gargi Aggarwal, ‘Coupling Metrics for Object-oriented Data Warehouse Design’,  INDIACom – 2015, March 11–13, 2015, India
  • Swati Gupta, Sushama Nagpal, “An Empirical Analysis of Implicit Trust Metrics in Recommender Systems”, International Symposium on Control, Automation, Industrial Informatics and smart Grid (ICAIS 2015)- IEEE ICACCI 2015, 10-13 August, Kochi, INDIA.Electronic ISBN: 978-1-4799-8792-4 Print ISBN: 978-1-4799-8790-0 USB ISBN: 978-1-4799-8791-7
  • Sangeeta Sabharwal, Sushama Nagpal, Gargi Aggarwal, “Empirical Investigation of Metrics for Multidimensional Model of Data Warehouse Using Support Vector Machine”, IEEE 4th International Conference on Reliability, Infocom Technologies and Optimization (trend and Future directions) ICRITO 2015, September 2-4, 2015, Noida, INDIA.
  • Vedant Choudhary, Dhruv Mullick, and Sushama Nagpal, “Gravitational Search Algorithm in Recommendation Systems”, 8th International Conference on Swarm Intelligence (ICSI 2017), July 28-Aug 02, 2017, Fukuoka, Japan (Springer LNCS Vol 10386, pp 597-607), Print ISBN 978-3-319-61832-6  Online ISBN 978-3-319-61833-3
  • Sanchit Arora, Sangeeta Dey, Shruti, Sushama Nagpal, “Feature Selection Using Gravitational Search Algorithm for Biomedical Data”, 7th International Conference on Advances in Computing & Communications (ICACC-2017), Aug 22-24, 2017, INDIA (Procedia of Computer Science Elsevier Vol 115, pp 258-265, ISSN: 1877-0509
  • Sushama Nagpal, Sangeeta Sabarwal, Harsumeet Kaur, “Feature selection using rough set theory in software defect prediction datasets”, International conference on Inventive Computational Technologies (ICICT 2017), Aug. 24-25, 2017, INDIA  Sangeeta Sabharwal, Sushama Nagpal, Nisha Malhotra, Pratyush Singh, Keshav Seth Analysis of Feature Ranking Techniques for Defect prediction in Software Systems",Springer book chapter, Quality, IT and Business Operations, 45-56, 2018.Print ISBN 978-981-10-5576-8  Online ISBN 978-981-10-5577-5 Sambhav Yadav and  Vikesh and  Shreyam and Sushama Nagpal, “An Improved Collaborative Filtering Based Recommender System using Bat Algorithm",International Conference on Computational Intelligence and Data Science, Elsevier Procedia Computer Science, Vol. 132, pp 1795-1803, 2018.
  • Prerna Kakkar, Sushama Nagpal, Nalin Nanda, “Automatic Liver Segmentation in CT Images Using Improvised Techniques”, International Conference on Smart Health, July 1-3, 2018 China,  Springer LNCS Vol , 10983, pp 41-52. Print ISBN: 978-3-030-03648-5, Electronic ISBN: 978-3-030-03649-2
  • Shruti Tomer, Sushama Nagpal, Simran Kaur Bindra and Vipra Goel, “Fuzzy Gravitational Search Approach to a Hybrid Data Model based Recommender System”, 11th International conference on Knowledge, Science, Engineering and Management, 17-19 Aug. 2018, China ( Springer LNCS 11061, pp 337-348).Print ISBN 978-3-319-99364-5  Online ISBN 978-3-319-99365-2
  • Deepanshu Pandey, Garimendra Verma and Sushama Nagpal, “Clickbait Detection Using Swarm Intelligence”, Fourth International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS'18), 19-22 September, 2018, India CCIS VOL 868, pp 64-76, Print ISBN 978-981-13-5757-2
  • Rishabh, Yogesh Kumar and Sushama Nagpal, “Plant Leaf Disease Detection and Classification Using Particle Swarm Optimization, International Conference on Machine Learning for Networking (MLN'2018), Paris, France, November 27-29, 2018, LNCS, volume 11407, pp 294-306.Print ISBN 978-3-030-19944-9 Online ISBN 978-3-030-19945-6
  • Kanika Bhatia, Shampa Chakraverty, Sushama Nagpal, Amit Kumar, "Project Portfolio Management (PPM) in Education Domain Using Skill Matcher Model", ICETIT , September 2019, pp 509-520, Lecture Notes in Electrical Engineering book series (LNEE, volume 605), 2020 Print ISBN 978-3-030-30576-5  Online ISBN 978-3-030-30577-2, https://doi.org/10.1007/978-3-030-30577-2
  • Kanika Bhatia ; Shampa Chakraverty ; Sushama Nagpal ; Anupam Poddar ; Mohit Lamba, “A Novel Approach for Project’s Technical and Non-Technical Skill Extraction”, International Conference on Computing, Power and Communication Technologies (GUCON), Sep 2019,  India, Page(s): 177 - 181 (IEEEXplore) Electronic ISBN: 978-93-5351-098-5, USB ISBN: 978-93-5351-214-9, Print on Demand(PoD) ISBN: 978-1-7281-0017-3
  • Bhatia K., Chakraverty S., Nagpal S., Kumar A., Lamba M., Poddar, "Extraction of Technical and Non-technical Skills for Optimal Project-Team Allocation", internation conference on Machine Intelligence and Signal Processing (MISP Sep 2019), Springer Advances in Intelligent Systems and Computing, vol 1085 pp 173-184, ISBN 978-981-15-1365-7
  • N. Singla, J. Singh and S. Nagpal, "Video Frame Deletion Detection using Correlation Coefficients," 2021 8th International Conference on Signal Processing and Integrated Networks (SPIN), 2021, pp. 796-799, doi: 10.1109/SPIN52536.2021.9565979.
  • Rajeev Srivastava, K.S. Khokra and Sushma Nagpal, "Security Aspects in Computer Networking," Joint 9th National Conference of Vigyan Parisad of India and Indian Society of Information Theory and Applications, NSIT, New Delhi, Feb.22-24 , 2002.
  • Rajeev Srivastava, K.S. Khokra and Sushma Nagpal, "Information Security," National Conference on Network and Database Security, C.U.Shah Institute of Engineering and Technology, Wadhvan City, Gujrat, Feb.15-16, 2000.
Articles Published as Book Chapter
  • Arnab kumar, Tushar Rao, Sushama Nagpal, “Using Strong, Acquaintance and Weak Tie Strengths for Modelling Relationships in Facebook Network”, Contemporary Computing, Communications in Computer and Information Science Series, Volume 306, August 2012, pp 188-200, Print ISBN 978-3-642-32128-3  Online ISBN 978-3-642-32129-0
  • Jaya Gupta, Anjana Gosain, and Sushama Nagpal, “Empirical Validation of Object Oriented Data Warehouse Design Quality Metrics”, Published in Advances in Computing and Information Technology (ACITY July 2011) in CCIS Vol. 198 (Communications in Computer and Information science)  Series, pp 320-329, Springer Berlin Heidelberg. Print ISBN 978-3-642-22554-3  Online ISBN 978-3-642-22555-0

 

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