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Jaypee Institute of Information Technology, Noida
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  • Dr Neetu Sardana
Associate Professor
neetu.sardana@jiit.ac.in

Education

  • Ph.D. (Computer Science and Applications) – K.U., Kurukshetra ( August 2011) 
  • M.C.A. – M.D.U., Rohtak  (1998-2001)      
  • B.Sc (Computer Science)  -  K.U., Kurukshetra (1994-1997)

Biography

I have more than 14 years of teaching experience. I had published papers in many national and international conferences and journals. My research interest is in the area of Mining Software Repositories, Social Network Analysis and Web Mining. I had supervised one PhD, several MTech Dissertations and B.Tech Major Projects. Currently she is guiding three PhD’s. She is also serving as a PC member of IC3 conference which is held every year in JIIT-Noida.

Interest Area(s)

Data and Web Mining, Social Network Analysis and Mining Software Repositories.

Work Experience :10+ Years in Academics.

  • July 2012 to till date JIIT Noida

  • June 2002 to July 2012: Apeejay School of Management, Dwarka, New Delhi

Publications

International Journals

  • A.K.Gupta, N Sardana, A Novel Method to Dynamically Fix Threshold for Node Neighbourhood Based Link Prediction Techniques, International Journal of Information Technology and Web Engineering (IJITWE), 2019 (In press).  Volume 15, Issue 1, Article 2.
  • S. Lal, N. Sardana, and A. Sureka, ”Three-Level Learning for Improving Cross-Project Logging Prediction for If-Blocks”, Journal of King Saud University - Computer and Information Sciences, Elsevier. (Indexed in Scopus) doi: http://dx.doi.org/10.1016/j.jksuci.2017.07.006 (ISSN: 13191578,UGC Number: 30389, August 2018)
  • H.Jindal, N.Sardana, Decomposition and Compression of Backward Browsing for Efficient Session Regeneration and Navigation Prediction, International Journal of Web Based Communities(IJWBC), Vol.14, No.2, pp.196 – 223, Inderscience, June 2018, (Indexed in Scopus, H Index:19)
  • Akhil Puri, Pallavi, Neetu Sardana, “Analysis and Visualization of Geo-Referenced Tweets for Real Time Information Diffusion”, Procedia Computer Science Journal, Volume 132, Pages 1138-1146, Elsevier, 2018.( Impact Factor : 0.732, Scopus, H Index:51)
  • A.K.Gupta, N Sardana, "Prediction of Missing Links in a Social Networks: FINN (Feature Integration with Node Neighbor)", International Journal of Web Based Communities (IJWBC),Vol.14, No.1, pp 38-53, Inderscience, March 2018. (Indexed in Scopus, H Index:19)
  • H.Jindal, Shalini, N.Sardana, PowKMeans: A Hybrid Approach for Gray Sheep Users Detection and their Recommendations, International Journal of Information Technology and Web Engineering (IJITWE), Vol 13, Issue 2, pp. 56-69. April-June 2018. (Indexed in Web of Science Emerging Sources Citation Index (ESCI), SCOPUS)
  • Anjali Goyal, Neetu Sardana, “Optimizing Bug Report Assignment Using Multi Criteria Decision Making Techniques”, International Journal of Intelligent Decision Technologies, IOS Press, vol. 11, issue 3, pp.307-320, 2017.
  • H.Jindal, N.Sardana, ’An Empirical Analysis of Web Navigation Prediction Techniques, Journal of Cases on Information Technology’, Vol 19, issue 1,pp. 1-14, Jan 2017, IGI (Scopus Indexed).
  • S. Lal, N. Sardana, and A. Sureka. Eclogger: Cross-project catch-block logging prediction using ensemble of classifers. E-Informatica Software Engineering Journal, 11(1), pp. 7-38, 2017. (Indexed in Scopus, Web of Science)
  • A.Goyal, N Sardana, "NRFixer: Sentiment Based Model for Predicting the Fixability of Non-Reproducible Bugs", E-Informatica Software Engineering Journal, vol. 11, iss. 1, pp. 103-116, 2017.(Indexed in Scopus, Web of Science)
  • A.Goyal, N.Sardana, ‘Machine Learning or Information Retrieval Techniques for Bug Triaging: Which is better?’, E-Informatica Software Engineering Journal, E-Informatica Software Engineering Journal, vol. 11, iss. 1, pp. 117-141, 2017 .(Indexed in Scopus, Web of Science)
  • A.Goyal, N.Sardana, 'Analytical study on Bug Triaging practices', International Journal of Open Source Software and Processes (IJOSSP), IGI, 7(2), pp. 20-42, 2016.(Scopus, DBLP Indexed)
  • S. Lal, N. Sardana, and A. Sureka., ’Improving Logging Prediction on Imbalanced Datasets: A Case Study on Open Source Java Projects’, International Journal of Open Source Software and Processes (IJOSSP), IGI, 7(2), pp. 43-71, 2016. .( Indexed in Scopus)
  • H.Jindal, N. Sardana. Web Navigation Prediction using Markov Model: An experimental study. International Journal of Web Engineering and Technology, 11(4), pp. 310-334, 2016, Inderscience (Indexed in Scopus, H index:14).
  • S. Lal, N. Sardana, and A. Sureka. Two level empirical study of logging statements in open source java projects. International Journal of Open Source Software and Processes (IJOSSP), IGI, 6(1), 49-73, 2015. (Indexed in Scopus)
  • Amanpreet Kaur , Neetu Sardana, ”A Novel Image Steganography (NIS) Technique”, International Journal Of Engineering And Computer Science, Volume2 Issue 8 August, 2013 Page No. 2533-2535(Google Scholar Indexed).
  • Shalini Vermani, Neetu Sardana: Innovative Way of Internet Voting: Secure On-line Vote (SOLV). IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 6, No 3, November 2012, pp. 73-78.( Google Scholar Indexed)
  •  Puspha.R.Suri, Neetu Sardana, “Forecasting Gold price using Fuzzy C means”, Journal of Computing, Vol. 3 No. 3, pp 99- ,March 2011.
  • Puspha.R.Suri, Neetu Sardana,“A Novel Method for Representing XML DOM Data”, International Journal of Computer Science and Network Security, Vol.10 No.4, pp 71-77, April 2010. (Google Scholar Indexed)
  • Puspha.R.Suri, Neetu Sardana, Vijayant Agarwal, “Extensible Markup Language (XML) Commutation on non linear data using conventional and soft computing methods”, International Journal of Computing and Applications, Vol.4 No.2, pp 243-256, December 2009.
  • S. Lal, N. Sardana, and A. Sureka, ”Three-Level Learning for Improving Cross-Project Logging Prediction for If-Blocks”, Journal of King Saud University - Computer and Information Sciences, Elsevier. (Indexed in Scopus) doi: http://dx.doi.org/10.1016/j.jksuci.2017.07.006 (In Press)
  • (ISSN: 13191578,UGC Number: 30389, August 2018)
  • Puspha.R.Suri, Neetu Sardana, “Forecasting Gold price using Fuzzy C means”, Journal of Computing, Vol. 3 No. 3, pp 99- ,March 2011. Impact factor:0.21.
  • Puspha.R.Suri, Neetu Sardana,“A Novel Method for Representing XML DOM Data”, International Journal of Computer Science and Network Security, VOL.10 No.4, pp 71-77, April 2010.
  • Puspha.R.Suri, Neetu Sardana, Vijayant Agarwal, “Extensible Markup Language (XML) Commutation on non linear data using conventional and soft computing methods”, International Journal of Computing and Applications, VOL.4 No.2, pp 243-256, December 2009.
  • Shalini Vermani, Neetu Sardana, ”Innovative Way of Internet Voting: Secure On-line Vote  (SOLV)”, IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 6, No 3, November 2012.
  • Amanpreet Kaur , Neetu Sardana, ”A Novel Image Steganography (NIS) Technique”, International Journal Of Engineering And Computer Science, Volume 2 Issue 8 (August 2013).

International / National Conferences

  • Priyansh Sharma, Avruty Agarwal, Neetu Sardana,”Extraction of Influencers Across Twitter Using Credibility and Trend Analysis”, International Conference on Contemporary Computing (IC3) Aug 2018 , pp:335-338,  IEEE,  DOI: 10.1109/IC3.2018.8530462
  • Anjali Goyal, Neetu Sardana, “Characterization Study of Developers in Non-Reproducible Bugs”,  International Conference on Contemporary Computing (IC3) Aug 2018,pp:221-226, IEEE, DOI:
  • Priyansh Sharma, Avruty Agarwal, Neetu Sardana,”Extraction of Influencers Across Twitter Using
  • Credibility and Trend Analysis”, International Conference on Contemporary Computing (IC3) Aug 2018 ,pp:335-338,  IEEE, DOI: 10.1109/IC3.2018.8530462
  • Anjali Goyal, Neetu Sardana, “Characterization Study of Developers in Non-Reproducible Bugs”, ”, International Conference on Contemporary Computing (IC3) Aug 2018,pp:221-226, IEEE, DOI:
  • Anjali Goyal, Neetu Sardana, “Deep Learning in Developer Recommendation in Bug Tracking Systems”,  COSED 2018
  • Akhil Puri, Pallavi, A, Neetu Sardana, “Analysis and Prediction of Traffic Conditions based on twitter semantics for planned events”, ICCM, Dec 28-29, 2017.
  • Shikhar Kesarwni, Astha Goel, Neetu Sardana, MSDApriori: Discovering Borderline-rare items using Association Mining, IC3, 10-12 August 2017. IEEE, Doi:10.1109/IC3.2017.8284319
  • Anjali Goyal, Neetu Sardana, “Efficient Bug Triage in Issue Tracking Systems”, In 13th International Conference on Open Source Softwares, Proceedings of the Doctoral Consortium at the 13th International Conference on Open Source Systems (OSS 2017), pp. 15-24, Skövde University Studies in Informatics 2017:1, ISSN 1653-2325, ISBN 978-91-983667-1-6, University of Skövde, Skövde, Sweden.  
  • Sangeeta Lal, Neetu Sardana and Ashish Sureka, Analysis and Prediction of Log Statement in Open Source Java Projects, Proceedings of the Doctoral Consortium at the 13th International Conference on Open Source Systems (OSS 2017), pp. 65-80, Skövde University Studies in Informatics 2017:1, ISSN 1653-2325, ISBN 978-91-983667-1-6, University of Skövde, Skövde, Sweden.                                                                                                                           
  • Jindal H., Sardana N., “Evaluating the performance of navigation prediction model based on varied session length”, pp 479-484, IEEE Conference, INDIACom, March, 2017.
  • Gupta A.K, Sardana N, Naïve Bayes Approach for Predicting Missing Links in Ego Networks, IEEE International Symposium on Nanoelectronic and Information Systems(iNIS), pp. 161-165, Dec 2016.
  • Anjali, Devina Mohan, Neetu Sardana, Visheshgaya: Time based expertise model for bug report assignment, 8th International Conference on Contemporary Computing (IC3), Aug-2016, Noida, India, IEEE. (Scopus Indexed)     
  • Srishti Saini, Neetu Sardana, and Sangeeta Lal, Logger4U: Predicting Debugging Statements in the Source Code, 8th International Conference on Contemporary Computing (IC3), Aug-2016, Noida, India, IEEE. (Scopus Indexed)      
  • Sangeeta Lal , Neetu Sardana, and Ashish Sureka: LogOptPlus:  Learning to Optimize Logging in Catch and If Programming Constructs, The 40th IEEE Computer Society International Conference on Computers, Software & Applications , COMPSAC-2016, 10-14 June 2016,  USA, 215-220 (ISSN: 0730-3157), IEEE, Indexed in Scopus. 
  • Anand Ku Gupta, Neetu Sardana, “Significance of Clustering Coefficient over Jaccard Index”, International Conference on Contemporary Computing (IC3). Aug 2015.
  • Megha Joshi, Neetu Sardana An enhanced marking target statement strategy of E-PIE for testability estimation,  International Conference on Contemporary Computing (IC3). pg 346 - 350, Aug 2014 (IEEEXplore, Indexed in scopus and DBLP).
  • Neha Nirwal, Neetu Sardana, Arpita Jadhav, Hopeful hearts: A Mobile Health Care Application, International Conference on Contemporary Computing (IC3). pg 351 - 356, Aug 2014 (IEEEXplore, Indexed in scopus and DBLP).
  • Megha Joshi, Neetu Sardana, “Design and Code Time Testability Analysis for Object Oriented Systems”, International Conference on Computing for Sustainable Global Development (INDIACom), 590 – 592,2014 (available in IEEEXplore).
  • Anand Ku Gupta, Neetu Sardana, “Impact of Topological Properties over Link Prediction Based on Node Neighbourhood: A Study”, International Conference on Contemporary Computing (IC3). pg 194 – 198, Aug 2014 (IEEEXplore, Indexed in Scopus and DBLP).
  • Puspha.R.Suri, Neetu Sardana “A study on XML data indexing for Web based Application”, International conference on Information System, Technology and Management, 2011, Vol: CCIS 141, pp:13-22, Proceedings in Springer Series in Communications in Computer and Information Science (CCIS).
  • Puspha.R.Suri, Neetu Sardana ,“Query handling for XML based forecasting system”, National Conference on Knowledge Economy, 2010, Proceeding in e-book.
  • Puspha.R.Suri, Neetu Sardana, “XML database storage for web based application”, International Joint Conference on Computer, Information, System Sciences and Engineering, 2010 (sponsored by IEEE), Proceedings in Springer Series.
  • Puspha.R.Suri, Neetu Sardana, Vijayant Agarwal, “Design and development of algorithm for porting XML data into flexible analysis platform" International Conference on "Management of Transformation", 2008.
  • Megha Joshi, Neetu Sardana, “Design and Code Time Testability Analysis for Object Oriented Systems”,International Conference on Computing for Sustainable Global Development (INDIACom), 590 – 592,2014 (available in IEEEXplore).
  • Anand Ku Gupta, Neetu Sardana, “Impact of Topological Properties over Link Prediction Based on Node Neighbourhood: A Study”, International Conference on Contemporary Computing (IC3). pg 194 – 198, Aug 2014 (IEEEXplore, Indexed in scopus and DBLP).
  • Megha Joshi, Neetu Sardana An enhanced marking target statement strategy of E-PIE for testability estimation,  International Conference on Contemporary Computing (IC3). pg 346 - 350, Aug 2014 (IEEEXplore, Indexed in scopus and DBLP).
  • Neha Nirwal, Neetu Sardana, Arpita Jadhav, Hopeful hearts: A Mobile Health Care Application,  International Conference on Contemporary Computing (IC3). pg 351 - 356, Aug 2014 (IEEEXplore, Indexed in scopus and DBLP).
  • Anand Ku Gupta, Neetu Sardana, “Significance of Clustering Coefficient over Jaccard Index”, International Conference on Contemporary Computing (IC3). Aug 2015.

Book Chapter

  • A.Goyal, N.Sardana, A Bug Handling in Service Sector Software, Applying Predictive Analytics Within the Service Sector, A volume in the Advances in Business Information Systems and Analytics (ABISA) Book Series, pp-54-73, IGI Global, Feb 2017.
  • S.lal, N.Sardana, A.Surekha, Logging Analysis and Prediction in Open Source Java Project , Optimizing Contemporary Application and Processes in Open Source Software, pp. 57-85, IGI, Feb 2018.

Conferences/ Seminar Organized

  1. National Conference on “Challenges in Information Systems and Technology” on September 09, 2011.
  2. One Day Seminar on “Project Management: Guru Mantra for Success” on December 12, 2008.
  3. One Day Seminar on “IT Security Paradigms”, February 08, 2008.
  4. One day Seminar on “Data Storage and Retrieval: The State of Being”, April 18, 2007.

FDP attended

  • Organized Special session on ‘Social Network and Web’, Indiacom-2017, International Conference on computing for Sustainable Global Development, BVICAM, March (1-3) 2017.
  • Organized FDP on “Performance Assessment of Computing Systems” at JIIT Noida, July (10 -15) 2017.
  • Neetu Sardana attended FDP on High Performance Computing Using Oracle 12c Database at Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM), on 16th November 2013.

Resource Person

  • Delivered a lecture on ”Issues for porting XML data into flexible analysis platform” in the Seminar on “Soft Computing Techniques” conducted by Maharaja Agrasen Institute of Technology, Rohini, December 21, 2007.
  • Delivered a lecture on ”Trends and innovations in Database course“ in FDP on “Emerging Trends in Computing Education” Conducted by JIIT Noida during July (6 -11) 2015.
  • Delivered a lecture on ”Performance Assessment of Web information System” in  FDP on “ Performance Assessment of Computing Systems” Conducted by JIIT Noida during July (10 -15) 2017.
  • Delivered a lecture on “ A Road ahead of Mining Software Repositories” in FDP on “ Re-Imagining Computing: Engineering, Research, and Education” Conducted by JIIT Noida during  July 4th – 10th, 2018
  • Taken a Hand-on session on “R Programming workshop”, Workshop on Big Data Systems, Tools and Applications, Conducted by JIIT Noida during 17-19 Dec 2018