Profile : Prof. (Dr.) Prerna Mahajan
Prof. (Dr.) Prerna Mahajan

B.Sc.(H), MCA, M.Tech, M.Phil, Ph.D., NET
hod.csdept@iitmipu.ac.in
Computer Science

International Publications

S.No. Publications
1 Role and impact of Active Learning in Decision Making published in International Conference on Quantitative Methods, Operations and Information Technology for Managerial Decision Making (ICQMOIT-2008), IBS, Hyderabad, India on 23-24 Oct, 2008
2 General Framework for cluster based active Learning Algorithm published in Online journal International Journal of computer Science and Engineering, IJCSE ISSN No 0975-3397 Vol 3, Issue in 2011
3 Rough Set Based Clustering Using Active Learning Approach published in International Journal of Artificial Life Research, IJALR, ISSN No 1947-3087 Vol.2(4) in 2011
4 Rough set approach in machine learning: A Review published in International journal of Computer Application and Issues, ISSN no. 973-93-80870-89-8, Vol. 56(10) in 2012
5 Association Rules Mining: A Review published in The International Journal of Computer Science & Applications, ISSN No 2278-1080 Vol. 1(9) in 2012
6 Hamming Distance based Clustering Algorithm published in International Journal of Information Retrieval Research, ISSN No :2155-6377 Vol 2(4) in 2012
7 Comparison of K-Means and Fuzzy C-Means Algorithm published in International Journal of Computer Information Systems, published in International Journal of Engineering Research & Technology (IJERT) Vol. 2 Issue 5, ISSN: 2278-0181 in May, 2013
8 A Study of Encryption Algorithms AES, DES and RSA for Security published in Global Journal of Computer Science and Technology Network, Web & Security ,Volume 13,Issue 15, ISSN: 0975-4172 in 2013
9 Rough Set Based Approach for automated discovery of Censored Production Rules published in journal of Experimental and Theoretical Artificial Intelligence, Online ISSN No. 1362-3079, Vol 25 in June, 2013
10 Published paper Multimedia Data Mining, International Journal of Technology and Science (IJTS),Vol. 6,2015
11 Published paper Churn Prediction in Telecom Industry Using R, International Journal of Engineering and Technical Research (IJETR) , ISSN: 2321-0869, Volume-3, Issue-5, May 2015
12 Published paper Performance Analysis of Quickreduct, Quick Relative Reduct Algorithm and a New Proposed Algorithm ,Global Journal of Computer Science and Technology , Vol 14, No 4-C ,2014
13 Breast Cancer Diagnosis and Performance Analysis of K-Nearest Neighbor to predict the diagnostic accuracy , International Conference On Information, Communication And Computing Technology, 13 May,2017, Springer CCIS ,JIMS Rohini
14 Opinion Mining with Information Extraction Vivekananda International Conference (VINC17) on Building Research Analytics in Sciences, Technology, Operations Research & Management- BRAINSTORM, 16th to 17th March 2017 ,Delhi, India

National Publications

S.No. Publications
1 Goal Oriented Learning published in National Conference on Information Security & Mobile Computing (NSIMC-2008), ABES Ghaziabad on 3-4 Feb, 2008
2 Goal Oriented Learning presented in National Conference on Information Security & Mobile Computing (NSIMC-2008), ABES Ghaziabad on 3-4 Feb, 2008
3 Active Learning for scalable data mining presented in All India Conference on Advances in Communication, Computers, Controls and Knowledge Management-(AICACCC-KM-2008) PDMCE, Bahadurgarh on Feb 19, 2008
4 Active learning for utility based data mining presented in National Seminar on Innovations in IT Research and applications-2008, GNIMT, Ludhiana on 26-April, 2008
5 Role and impact of Active Learning in Decision Making presented in International Conference on Quantitative Methods, Operations and Information Technology for Managerial Decision Making (ICQMOIT-2008), IBS, Hyderabad, India on 23-24 Oct, 2008
6 Active Learning for Cost-Effective Information Extraction published in National Conference on Advance Computing and Communication Technology-2009, ABES Ghaziabad on 6-7 Feb, 2009
7 Active Learning for Cost-Effective Information Extraction presented in National Conference on Advance Computing and Communication Technology-2009, ABES Ghaziabad on 6-7 Feb, 2009
8 Cost Effective Data Mining Using Active Learning Approach presented in Proceedings of National Seminar On Information Security:Emerging Threats and Innovations in the 21st century, ISBN :978-81-89547-55-4,on 4 April, 2009
9 Cost Effective Data Mining Using Active Learning Approach published in Proceedings of National Seminar On Information Security:Emerging Threats and Innovations in the 21st century, ISBN :978-81-89547-55-4, on 4-April, 2009
10 Comparative Analysis of Recovery Algorithm in Main Memory Database presented in Seminar TECHNO TRYST 2009: Fledgling trends in information technology at DIAS, Rohini, New Delhi on March 14, 2009
11 Active Learning For Optimal Use Of Unlabeled Data published in IITM Journal of Management & IT, ISSN No 0976-8629 Vol 2(2) in 2011
12 Comparative study of K-Means and Rough K-Means Algorithm published in IITM Journal of Management & IT, ISSN No 0976-8629 Vol 3(2) in 2012
13 Emerging Trends in Information Technology An Overview published in Conference, Emerging Trends in Information Technology, ISBN No. 978-93-80752-6-6 Kunal Books, India 2012
14 Active Learning: Theory and Application published in Conference Emerging Trends in Information Technology, ISBN No. 978-93-80752-68-6 Kunal Books, India 2012
15 Book Edited on Emerging Trends in Information Technology, ISBN No. 978-93-80752-68-6 Kunal Books, India 2012
16 Published paper Security issues in Cloud Computing: There are No Handshakes in cyberspace, IITM Journal of Management & IT, ,ISSN No 0976-8629, Vol 4(1A), 2013
17 "Intrusion Detection Systems: An Overview" Published in IITM Journal of Management & IT, ISSN No 0976-8629 Vol 4(1A) in 2013.
18 "Issued in Cloud Computing: There are No Handshakes in cyberspace" IITM Journal of Management & IT, ,ISSN No 0976-8629, Vol 4(1A), 2013"
19 Published paper Performance Analysis of Quickreduct, Quick Relative Reduct Algorithm and a New Proposed Algorithm ,Global Journal of Computer Science and Technology , Vol 14, No 4-C ,2014
20 Published paper Information Assurance Framework for Secure Information Systems in Context to Educational Organizations, Journal of Global Information and Business Strategy, ISSN-0976-4925,Vol.7, No.1,2015
21 Published paper Situational Analysis of Stratified Higher Education System in India, University News, Association of Indian Universities,ISSN -0566-2257,Vol.54,No.26,2016
22 Published paper Big Data Security , IITM Journal of Management & IT, ISSN No 0976-8629, Vol 7(1), 2016
23 " Relevance of Cloud Computing in Academic Libraries" published in IITM Journal of Management and IT, Vol. 8 Issue 1, Jan - June, 2017