Sushama Nagpal



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  • Profile
  • QualificationsB.E (CSE), M.Tech, Ph.D.
  • DesignationAssociate Professor
  • DivisionComputer Engineering
  • E-Mailsushmapriyadarshi@yahoo.com

Biosketch

Dr. Sushama Nagpal is currently working as Associate Professor in the Division of Computer Engineering at NSIT, 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 almost 20 years of experience in teaching and has actively engaged herself in research. Her areas of interests include Software Quality Measurement, Data Warehouse, 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. 

Areas of Interest
  1. Data warehouse
  2. Machine learning
  3. Software quality Measurement
  4. Recommender System
  • Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal Ranking Software Metrics for Data Warehouse Models’ Quality using Random Forests” 7th International Conference on Quality, Reliability, Infocom Technology and Business Operations (ICQRITBO’2015) (Trends and Future Directions) December 28-30, 2015, University of Delhi, India (Proceeding in process).

  • S. Sabharwal, S.Nagpal, N. Malhotra, P. Singh, K.Seth, “Analysis of Feature Ranking Techniques for Defect prediction in Software Systems”, 7th International Conference on Quality, Reliability, Infocom Technology and Business Operations (ICQRITBO’2015) (Trends and Future Directions) December 28-30, 2015 , University of Delhi, India (Proceeding in process).

  • Sangeeta Sabharwal, Sushama Nagpal, Gargi Aggarwal, “Empirical validation of data warehouse metrics using Machine Learning Techniques”, 7th International Conference on Quality, Reliability, Infocom Technology and Business Operations (ICQRITBO’2015) (Trends and Future Directions) December 28-30, 2015 Delhi, University of Delhi, India (Proceeding in process)

  • Sangeeta Sabharwal, Sushama Nagpal, Gargi Aggarwal , “Empirical investigation of metrics for multidimensional model of Data Warehouse using Support Vector Machine”, IEEE ICRITO 2015, India

  • 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

  • Swati Gupta, Sushama Nagpal, “An empirical analysis of implicit trust metrics in recommender systems ICACCI 2015,  Kochi,pp. 636-639.

  • Sangeeta Sabharwal, Sushama Nagpal and Gargi Aggarwal, “Coupling Metrics for Object-oriented Data Warehouse Design”, IEEE INDIACom – 2015, March 11-13, 2015, New Delhi, India.

  • Rashmi Sharma Sangeeta Sabharwal, Sushama Nagpal, “Empirical Analysis of Object Oriented Metrics using Dimensionality Reduction Techniques”, IEEE International Conference on Recent Advances and Innovations in Engineering (ICRAIE-2014), May 09-11, 2014, Jaipur India.

  • Anjana Gosain, Sushama Nagpal, Sangeeta Sabharwal, “Validating dimension hierarchy metrics for the understandability of multidimensional models for data warehouse” IET Software, Vol. 7(2), pp. 93–103, 2013.

  • Sushama Nagpal, Anjana Gosain, Sangeeta Sabharwal, “Theoretical and empirical validation of comprehensive complexity metric for multidimensional models for data warehouse”, Int. J. Systems Assurance Engineering and Management, Vol. 4(2), pp. 193-204, 2013

  • 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.

  • 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.

  • 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, 2012, pp 188-200.

  • 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 (4),pp 1-5, J 2011

  • Jaya gupta, Anjana Gosain, Sushama Nagpal, ” Empirical Validation of Object Oriened Data Warehouse Design Quality Metrics”, Published in Advances in Computing and Information Technology in CCIS Vol. 198 (Communications in Computer and Information science) Series, pp 320-329, 2011, Springer Berlin Heidelberg.

  • 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.

  • 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.

  • 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, 2002.