Dr. Rajni Jindal

Computer Science & Engineering

Phone:011 27294672
Email: rajnijindal@dce.ac.in

Qualifications

PhD, ME, MCA

Areas of Interest

Database Systems, Data Mining , Operating Systems and compiler design

PROFESSIONAL SUMMARY

May 1992 -  till date Faculty (Computer Engineering) at Delhi Technological University (Formerly Delhi College of Engineering), Delhi.

May 2012 – Feb 2015 (On lien from DTU)  worked as Professor(IT) , HOD (IT) at Indira Gandhi Delhi Technical University for women (formerly Indira Gandhi Institute of Technology) Delhi.

                   Also worked as Dean(Research and Collaboration) at IGDTU from June 2013 to Feb 2015.

May 1990 - May 1992 Worked as Faculty (Computer Engineering) at 4th boys Polytechnic (now Ambedkar Polytechnic) Delhi.

October 1988 – May 1990 Worked as programmer at Tata Consultancy Services, Delhi.

List of Publications

  1. Rajni Jindal, Shweta Taneja , “A Lexical- Semantics based Method for Multi label Text Categorization Using Word Net” accepted for publication in the International Journal  Data Mining, Modelling and Management, Inderscience Publishers, 2017 (Scopus indexed)
  2. Rajni Jindal, Shweta Taneja , “A Novel Weighted Linguistic Approach to Text Categorization”, accepted for publication in the  Journal of Global Information Management (JGIM), IGI Global, 2017 (Scopus indexed)
  3. Rajni Jindal, Alka Singhal , “Ontology for Learning object Metadata to make contextual search in E-library”,  published  in the 2nd  International Conference on Sustainable Computing Techniques in Engineering, Science and Management (SCESM2017), Belagavi,27-28 January, 2017
  4. Rajni Jindal, Shweta Taneja , “A Wordnet Based Semantic Approach for Dimension Reduction in Multi label Text Documents”, published  in the 2nd  International Conference on Sustainable Computing Techniques in Engineering, Science and Management (SCESM2017), Belagavi, 27-28 January, 2017
  5. Rajni Jindal, Ruchika Malhotra, Abha jain,  “Predicting Software Maintenance Effort by Mining Software Project Reports Using Inter-Version Validation” in the International Journal of Reliability, Quality and Safety Engineering Vol. 23, No. 06, 2016
  6. Rajni Jindal, Ruchika Malhotra, Abha jain, “Prediction of Software Maintenance Effort using Text Mining Techniques”, accepted for publication in the International Journal of Innovative Computing, Information and Control, 2016.
  7. Rajni Jindal and Alka Singhal ,"Content Rich and Collaborative E-Learning System using Orchestration as Service on Clouds: UniEdu Cloud", accepted for publication for the International Journal of Convergence Computing, under INDERSCIENCE Publication [SCOPUS INDEXED]
  8. Rajni Jindal and Alka Singhal, “E-learning on Clouds: A profitable and efficient  Business Model" published in International Journal of Engineering Technology Management and Applied Sciences [IJETMAS],vol.4. Issue 4, 2016
  9. Rajni Jindal Alka Singhal , “ Learner centric and Adaptive E-library based on Learner Feedback Model”, In proceedings of the International Conference on Inventive Computation Technologies, Coimbatore, India, 26-27 August, 2016. 
  10. Rajni Jindal Alka Singhal , “Personalized E-library: A Recommender system based on Learner's Feedback Model”, 8th International, Conference on  Intelligent Human Computer Interaction , ( Accepted) BITS Pilani, 12-13 December, 2016
  11. Indu Singh, Rajni Jindal “Detecting Malicious Transactions using Fuzzy Association Rule Mining”, 5th International Conference on Eco-friendly Computing and communication Systems (accepted), MNIT Bhopal India, 8-9 December 2016.
  12. Preeti Gupta, Arun Gupta, Rajni Jindal “Scalable machine-learning algorithms for big data analytics: a comprehensive review: Scalable machine-learning algorithms for big data analytics”, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery · September 2016 DOI: 10.1002/widm.1194 (Science Citation Index Expanded)
  13. Malaya Dutta Borah,  Rajni Jindal, “An approach for high utility incremental pattern mining”,International Journal of Data  Analysis Techniques and Stratigies, Inderscience publisher, 2016 [ In press]
  14. Rajni Jindal, Ruchika Malhotra, Abha jain, “Prediction of defect severity by Mining software project reports”, International Journal of System Assurance, Engineering & Management, Springer, pp. 1-18, 2016.
  15. Manoj Sethi and Rajni Jindal, “Distributed Data Association Rule Mining: Tools and Techniques”, in IEEE Proceedings of the 10th INDIACom; 3rd 2016 International Conference on Computing for Sustainable Global Development- BVICAM, New Delhi (INDIA),16th – 18th March, 2016, pp. 576-580.  ISBN: 978-9-3805-4421-2.
  16. Malaya Dutta Borah, Rajni Jindal, “Constraint based Frequent Pattern Mining from Incremental Educational data: Educational Data Mining Approach”. Accepted for publication at the 2016 IEEE International Conference on Teaching and Learning in Education, Universiti Tenaga Nasional, Malaysia, March 1-2, 2016.
  17. Rajni Jindal, Ruchika Malhotra, Abha jain.:“Techniques for Text Classification: Literature Review and Current Trends”, Webology, Vol. 12,  No.2 · December 2015
  18. Himali Bajaj, Rajni Jindal, “Thinking beyond WhatsApp”, 2nd International Conference on Computing for Sustainable Global Development (INDIACom), Delhi, India, pp. 1443-1447, 11-13 March, 2015.
  19. Rajni Jindal, Ruchika Malhotra, Abha jain, “ Predicting software maintenance effort by mining software project reports using inter-version validation”, International conference on quality, reliability, infocom technology and business operations, ICQRITBO, December 28-30, 2015
  20. Malaya Dutta Borah, Rajni Jindal, “Constraint based filtering for Incremental Data Mining”, In proceedings of the 7th IEEE International Conference on Computational Intelligence and Communication Networks, Jabalpur, India, December 12-14, 2015.
  21. Rajni Jindal, Malaya Dutta Borah, “Predictive Analytics in Higher Educational Context”,  IT Professional, IEEE, Vol. 17, Issue 4, pp. 24-33, 2015 doi: 10.1109/MITP.2015.68,(SCI Expanded, Scopus,(Thomson Reuters )
  22. Rajni Jindal, Malaya Dutta Borah,“A novel approach for mining frequent patterns from incremental data”,International Journal of Data Mining, Modelling and Management, Vol. 8, No.3,  Inderscience Publications,2015.  DOI: 10.1504/IJDMMM.2016.079071 (Scopus, Thomson Reuters) 
  23. Rajni Jindal and Shweta Taneja, Paper titled, “Ranking in Multi label Classification of Text Documents Using Quantifiers”, in the proceedings of ICCSCE 2015, 5th IEEE Conference on Control System, Computing and Engineering, 27-29 Nov, 2015, Park Royal Penang Resort, Malaysia.  The proceedings to be published in IEEE Xplore Digital Library.
  24. Rajni Jindal, Ruchika Malhotra, Abha jain, “Predicting Software Maintenance Effort using Neural Networks”, 4th International conference on Reliability, Infocom Technologies and Optimization, IRCITO, Amity University, Noida, India, September 2-4, 2015.
  25. Rajni Jindal, Ruchika Malhotra, Abha jain, “Mining Defect Reports for Predicting Software Maintenance Effort”, 4th International Conference on Advances in Computing, Communications and Informatics, ICACCI, SCMS, Kochi, India, August 10-13, pp. 270-276,2015
  26. Rajni Jindal and Malaya Dutta Borah, “ An approach to generate students’ response on learning environment using Association Rule Mining”, in the 2014 International conference on Data Mining and intelligent Computing(ICDMIC), held at IGDTUW, Delhi-06, India. The proceedings are published in IEEE explore, pp. 1-5, 2014, DOI: 10.1109/ICDMIC.2014.6954225
  27. Rajni Jindal and Shweta, ”A Lexical Approach for Text Categorization of Medical Documents”, in  the International Conference on Information and Communication Technologies (ICICT 2014), held in Kochi, India, 3-5 Dec. 2014. The proceedings are published in Elsevier Procedia Computer Science and the publication is on sciencedirect.com
  28. Rajni Jindal, Ruchika Malhotra, Abha Jain, “Software Defect Prediction using Neural Networks”  in the Third International conference on Reliability, Infocom Technologies and Optimization, (IRCITO), held at amity university, Noida, India, 8-10 Oct 2014.
  29. Rajni Jindal, Ruchika Malhotra, Abha Jain, “Analysis of Software Project Reports for Defect
     Prediction using KNN” accepted for oral presentation and publication in the World Congress on Engineering(WCE14) held  in London, U.K., 2-4 July, 2014.
  30. Rajni Jindal,Alka Singhal,"A Quality Model for E-Learning as a Service in Cloud Computing Framework", International Journal of Soft Computing and Software Engineering [JSCSE], Vol. 3, No. 3, pp. 816-820, 2013, Doi: 10.7321/jscse.v3.n3.123
  31. Rajni Jindal, Alka Singhal, “Ontology for Learning object Metadata to enhance concept for Collaborative learning” accepted for presentation in the International Conference on Research and Sustainable Business (ICRSB2014) held during March 8-9, 2014 in IIT Roorkee.
  32. Anshu Yadav, Aruna Bhatt, Rajni Jindal, “Stack implementation of adjacency list for representation of graphs” accepted for presentation in the 4th International conference on Mega Trends of IT, CONFLUENCE 2013 held on 26th - 27th Sept. 2013 at Amity University Uttar Pradesh, Noida, India.
  33. Rajni Jindal, Upasna Bhandari, "Serendipitous Recommendations for mobile Apps using Item-item Similarity Graph" at the Ninth Asia Information Retrieval Societies Conference (AIRS 2013)  December 09-11, 2013, Singapore.
  34. Shweta Taneja, Rajni Jindal, “Text Categorization – A Review” presented at the  Third International Conference on Computational Intelligence and Information Technology (CIIT 2013) organized by the ACEEE and sponsored by the ISTE held in Mumbai, India during Oct 18-19, 2013. The proceedings are published in Elsevier.
  35. Rajni Jindal, Malaya Dutta Borah, “A Survey on Educational Data Mining and Research Trends”, International Journal of Database Management Systems (IJDMS), Vol.5, No.3, pp.53-74, June 2013.
  36. Rajni Jindal, Alka Singhal, " A Quality model for E-learning as a Service in cloud computing framework" in the proceedings of  International Conference on Soft Computing and Software Engineering 2013 (SCSE'13), 1-2 March 2013, San Francisco USA.
  37. Rajni Jindal and ShwetaTaneja, “U-STRUCT: A Framework for Conversion of    Unstructured text documents into Structured form” published by Springer in Communications in Computer and Information Sciences vol. 361, pp 59-6, 2013.
  38. Rajni Jindal, Malaya Dutta Borah “Predicting Time Complexity and Accuracy of Branch Decision using Modified Heuristic Function”, 3rd IEEE International Conference on Engineering ( NUiCONE 2012), 06-08 December 2012, Ahmedabad, India.
  39. Brahmraj Singh Rawat, Anwar shaikh, Rajni Jindal, “Handling Erroneous Reviews in Opinion Mining”, ‘International conference on recent trends of computer technology in academia (ICRTCTA)’, 21-23 April 2012, Rajasthan,India.
  40. Anwar Shaikh and Rajni Jindal, “Join Query Processing in MapReduce Environment” in the LNICST vol. 108, p. 275-280 published by Springer 2012.
  41. Nishant Mathur, Sumit Kumar, Santosh Kumar, and Rajni Jindal, "The Base Strategy for ID3 Algorithm of Data Mining Using Havrda and Charvat Entropy Based on Decision Tree," International Journal of Information and Electronics Engineering  vol. 2, no. 2, pp. 253-258, 2012.
  42. Rajni Jindal and Shweta Taneja “Comparative study of Data warehouse design Approaches : A survey” in the international journal of database Management Systems vol. 4 No. 1 Feb 2012.
  43. Rajni Jindal and Alka Singhal “ Social Networking based E-Learning System on Clouds”  in the international journal of Computer Applications vol 41 No. 18, 2012.
  44. Kusum lata and Rajni jindal " Spatial Association Rule Mining in Image Databases Using 17-DLT  ” in the International Journal of Engineering and Research, 2011.
  45. Daya Gupta, Dilpreet Singh Kohli and Rajni Jindal "Taxonomy of Tree Based Classification Algorithm" in the proceedings of 2nd International Conference on Computer and Communication Technology (ICCCT), 2011.15-17 Sept. 2011 INDIA. 33-40 IEEE Xplore.IEEE Catalog Number: CFP11ICB-ART.
  46. Daya Gupta, Rajni Jindal ,Malaya Dutta Borah, “A Knowledge Discovery based Decision Technique in Engineering Education Planning”, International Conference on Data Mining, November 17-19, 2011, Ghaziabad India.
  47. Malaya Dutta Borah, Rajni Jindal, Daya Gupta, Ganesh Ch. Deka “Application of knowledge based decision technique to Predict student’s enrollment decision”, published in the International Conference on Recent Trends in Information Systems December 21-23, 2011 Kolkata ,India The proceedings are published in IEEE ,pp. 180-184, DOI: 10.1109/ReTIS.2011.6146864.
  48. Gourav Bathla, Rajni Jindal, ” Similarity  Measures of Research Papers and Patents using Adaptive and Parameter Free Threshold"  in International Journal of Computer Applications (IJCA) Volume 33– No.5, 9 - 13, November 2011.
  49. Nishant Mathur, Rajni Jindal,“The Base Strategy for ID3 Algorithm of Data mining using Havrda and Charvat Entropy Based on Decision Tree” in the IEEE 2011 International Conference on Network Communication and Computer (ICNCC 2011) March, New Delhi.
  50. Rajni Jindal and Gourav Bathla "Document Ranking and Classification Based on Cosine Similarity and Parameter Free Threshold" in the proceedings of 5th International multi-conference on Intelligent Systems, Sustainable, New and Renewable Energy Technology & Nanotechnology (IISN-2011),February 18 - 20, 2011, ISTK Klawad.
  51. Rajni Jindal and Shraddha Singhai, "Finite state Automata Evolution using Modular approach" in the Journal of Algorithms & Computational Technology vol. 4(4), 495-509, ISSN 1748-3018, Nov. 2010.
  52. Kusum lata and Rajni jindal "A survey on Image mining using association rules" in the proceedings of national conference on applications of computer science in rural development 2010, Chatishgarh, India.
  53. Daya Gupta, Rajni Jindal, Vaibhav Verma, Dilpreet Singh Kohli, Shashi Kant Sharma, “Predicting student’s behavior in education using J48 algorithm analysis tools in WEKA environment" in BIDW2010 singapore, 2010.
  54. Rajni Jindal, Puneet Kumar, Akhil Jindal, Nikhil Jindal, Sidharth Chhabra, Varunn Kaushik “A Novel Software Architecture for Network Security Testing” in the proceedings of 4th National Conference INDIACom-2010, Computing for Nation Development, 195-198, Delhi, Feb 2010.
  55. Rajni Jindal “Data Preparation for Social Network Website Analysis”,  accepted for the Third International Conference on Internet Technologies and Applications (ITA 09) North Wales, UK, 8-11 September 2009.
  56. Sunil Kr. Singh, M. P. S. Bhatia,  Rajni Jindal “Architectural Modeling for Hardware and Software in Reconfigurable Embedded System in the  International Journal of Recent Trends in Engineering, Issue on Computer Science(IJRTE) ISSN 1797-9617, Vol. 1, No. 1,  575-578, May 2009.
  57. P.C. Saxena , Asok De, Rajni Jindal, “Mining Frequent Phrase Patterns of Keywords from Text Data” in the  Asian Journal of Information Technology 7 (11): 494-497, 2008.
  58. Sunil Kr. Singh, M.P.S.Bhatia,  Rajni Jindal, “ Design Issues of Reconfigurable Embedded System architectures” in the proceedings of the International Conference on Advanced Computing Technologies(ICACT 08), 84-89, Delhi, 26-27 Dec. 2008.
  59. Anvay Lonkar, Ankur Khetrapal, Aadith Raman, Sandeep Dalmia,  Rajni Jindal “Bio-Inspired Approach to distributed temporal certificate revocation in VANETs'” accepted for the 2nd International Conference on New Technologies, Mobility and Security IEEE NTMS 2008 Tangier, Morroco, Nov. 2008.
  60. Rajni Jindal and Alka Singhal, “An approach for targeted advertising in e-buisness using pragmatic and semantic web concept” in the proceedings of 1st International conference on semantic e-business and enterprise computing (SEEC2008), Cochin, 149-153, 17-19 September, 2008. ISBN: 978-81-907337-0-0.
  61. Rajni Jindal and Charu Bashiyan, "Reduced Order Modelling of Linear Multivariable Systems using Eigen Spectrum Analysis and Cauer Second Form" in the proceedings of the 4th National Conference on Machine Intelligence NCMI-2008, Centre for Advanced Technology and IETE Chandigarh Centre, Haryana, 21-26, August , 2008.
  62. Rajni Jindal and Alka Singhal, “A Targeted Advertising model for E-Business using Pragmatic Patterns and Context Ontologies” in the proceedings of First IEEE International Conference on the Application of Digital Information and Web Technologies (ICADIWT 2008) in Ostrava, Czech Republic, August 4-6, 2008.
  63. Alka Singhal,  Rajni Jindal  and Anjali singhal “'A Semantic Web based e-learning system” the Digital Learning India 2008 ( eINDIA2008 ) an International conference, 29 to 31 July 2008, New Delhi, India.
  64. Rajni Jindal, Ankur Gupta, “Generating Traffic Information through Mobile Messaging”, International Conference on Wireless Information Networks and Systems 2008, Porto, Portugal, July 2008.
  65. Rajni Jindal, Ankur Gupta, “Open Traffic Information System”, 4th International Conference on Challenges and Development in IT-2008, Punjab, India, May 2008.
  66. Alka Singhal and Rajni Jindal, “Semantic Web approach in Software Engineering”, published in the 4th International Conference on Challenges and Development in IT (ICCDIT -2008), Punjab,May 2008.
  67. Rajni Jindal and Charu Bashiyan, "Reduced Order Modelling of Linear Dynamic Systems using Eigen Spectrum Analysis and factor Division Algorithm" in the proceedings of National Conference on Recent Advances in Engineering and Technology (NCRAET -2008), Ajmer, India, 25-30, April 2008.
  68. Ankur Gupta,  Rajni Jindal “ An Overview of Ranking Algorithms for Search Engines” in the proceedings of the 2nd National Conference of Computing For Nation Development ( INDIACom-2008), 335-340, ISSN 978-81-904526-2-5, Delhi, 08-09 February 2008.
  69. P.C. Saxena , Asok De,  Rajni Jindal “A novel scheme for candidate generation for mining frequent patterns” in the international journal of soft computing ISSN: 1816-9503, 3(3), 205 – 211, 2008.
  70. Rajni Jindal  “CSIR: Color Spatial based Image retrieval” in the proceedings of international conference on Recent Applications of Soft Computing in Engineering and Techno logy (RASIET-07) Rajasthan, 22-23 Dec. 2007.
  71. P.C. Saxena , Asok De, Rajni Jindal “Constraint based dataset filtering for mining access patterns from web logs”  in the journal of CSI vol. 36 No 4 (Oct-Dec 2006).
  72. P.C. Saxena , Asok De,  Rajni Jindal “Web Usage Mining : Discovering frequent access patterns from the web logs” in the proceedings of the International conference on Multidisciplinary Information sciences and Technologies (InSciT2006) held at Spain , 25-28 October 2006.
  73. R. Jindal, Manju Jain “Performance analysis of Behaviour model and Classifier model  for Identification of Malicious behavior of Executable code” in the proceedings of National Conference on computer and its applications Delhi April 13-14 2006.
  74. Sunil Kr Singh,  Rajni Jindal,  “Performance Enhancement of TCP over an Mobile Ad-Hoc Network” in the proceedings of   National  Conference on Energy, Communication and Computer   (NC ECC 06) Delhi 02 -04 Feb. 2006.
  75. Pankaj Gupta,  Rajni Jindal “A Novel Scheme for Resource Allocation for Multimedia Wireless Networks” In the IETE Technical Review, Vol 22, No 3, 217-225, May-June 2005.
  76. R. Jindal,  P.C. Saxena ,  Asok De, “An Algorithm For Frequent Pattern Mining Using Digital search Tree” in the proceedings of International Conference On Information Management in a knowledge society ( ICIM 2005) , vol. II , pg. 796 – 808 , Mumbai , 21 –25 Feb. 2005.
  77. Prabir Mitra,  Rajni Jindal, T. Madan Mohan  “Parameter finalization of scientific software on impact of markers on oral cancer tissue and its comparative cost study with office automation software” , in the Indian Journal for Medical Informatics, Vol.1(2), Article no.4, ISSN-0973-0397, Dec. 2004.
  78. D.Roy Choudhury, Rajni Jindal, Dilkeshwar Pandey,“Design and Implementation of a reader for E-books” in the inaugural issue of CSI Ghaziabad chapter, pg. 6 - 9, April 2004.

Books Authored 

1. “Computer and Communication Technology “ developed by NCERT for class XI (Co Authored)

2. “Computer and Communication Technology “ developed by NCERT for class XII (Co Authored)

3. “SEMANTIC WEB IN WEB ADVERTISING AND SOFTWARE ENGINEERING” by Rajni Jindal and Alka Singhal, LAP LAMBERT Academic Publishing GmbH & Co. KG 

Dudweiler Landstraße 99, 66123 Saarbrücken, Germany, " (ISBN 978-3-8454-0523-0) 

4. “Data Structures Using C” by Rajni Jindal 1998, Umesh Publications, ISBN NO. 01-00114-03-0

5. “Compilers- Construction and Design”  by Rajni Jindal 1999, Umesh Publications ISBN NO. 81-88114-21-9.