Dr. Rinkle Rani

Associate Professor

Specialization

Big Data Analytics, Machine Learning

Email

raggarwal@thapar.edu

Specialization

Big Data Analytics, Machine Learning

Email

raggarwal@thapar.edu

 

Contact No.

+91 9915554748

Biography

Dr. Rinkle Rani is currently working as Associate Professor in Computer Science and Engineering Department, Thapar Institute of Engineering and Technology, Patiala. She obtained her B.Tech from SLIET, Longowal and MS from BITS Pilani, India. She received her PhD degree from Punjabi University, Patiala in 2011. She has more than 23 years of teaching experience. She has over 151 research publications, out of which 86 are in journals and 75 are in conferences. She has supervised 08 PhD and 47 ME theses. Her areas of interest are Big Data Analytics and Machine Learning. She is member of professional bodies: ACM, IEEE and CSI.

Research Projects:

Sponsored Research Projects : 01

Year of Funding Sponsoring Organization Title of Project Amount  of Grant (In Lacs) Duration (in Years)
April, 2013 UGC New Delhi Framework for Enabling Data Portability between Heterogeneous  Cloud Storage Platforms 8.60 3 Years

Publications and Research Guidance

  • SCI Publications : 37
  • Non-SCI Publications : 49
  • Conference Publications : 75
  • Ph.D. Guided : 08
  • Ph.D. Under Guidance : 05
  • ME Guided : 47
  • ME Under Guidance : 01

 

PhD Guidance

Sr. No. Name of student Title of Thesis Status
1. Karamjit Kaur A Novel Framework for Querying Multiparadigm Databases (2011-2015)Completed
2. Anjali Anand Detecting and Mitigating the Effect of Selfish, Malicious and Erroneous Nodes in Mobile Ad hoc Networks (2012-2016)Completed
3. Divya Pandove Big Data Clustering Based Recommendation System Model through Correlations (2013-2017)Completed
4. Vandana Bhatia Efficient Pattern Mining of Big Data using Graphs (2014-2018)Completed
5. Aman Sharma Machine Learning based Framework for Drug Prediction of Cancerous Genomic Profiles (2015-2019)Completed
6. Bharti Suneja An Efficient Approach for Outlier Detection in Big Data (2015-2019)Completed
7. Deepak Gupta A Novel Framework for Analysis of Big Data (2013-2020)Completed
8. Gourav Bathla An Efficient Technique For Mining of Big Data (2015-2020)Completed
9. Hemant Petwal A Framework For Scheduling and Optimization of Healthcare Data Ongoing
10. Diksha Hooda An Ontology-based Framework for Querying Heterogeneous Sensor Data Ongoing
11. Shruti Arora An Efficient Approach for Transformation and Analysis of Streaming Data Ongoing
12. Jasleen Kaur Framework for Securing and Querying Healthcare Data using Blockchain Ongoing
13. Palak Goyal Development of Efficient Algorithm(s) for Prediction of Neurodegenerative Diseases Ongoing

 

SCI Publications: 37

  1. Deepak Gupta and Rinkle Rani, “Improving malware detection using big data and ensemble learning" Computers and Electrical Engineering, Vol. 86, pp.. 1-17, September 2020, Impact Factor: 2.189. DOI: https://doi.org/10.1016/j.compeleceng.2020.106729
  2. Hemant Petwal and Rinkle Rani, “An Efficient Clustering Algorithm for Mixed Dataset of Postoperative Surgical Records, International Journal of Computational Intelligence Systems, Vol. 13, Issue 01, pp. 757-770, June 2020, IF 2.153. DOI: https://doi.org/10.2991/ijcis.d.200601.001
  3. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “AutoTrustRec: Recommender System with Social Trust and Deep Learning using AutoEncoder”, Multimedia Tools and Applications, Aril 2020. DOI: 10.1007/s11042-020-08932-4, IF 2.01.
  4. Hemant Petwal and Rinkle Rani, “An Improved Artificial Electric Field Algorithm for Multi-objective Optimization, Processes, Vol. 8, No. 5, pp. 1-26 , 2020, MDPI, IF 1.963
  5. Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal, “Hyper-Parameter Optimization of Deep Learning using Grid search for prediction of Parkinson"s disease, Machine Vision and Applications (MVAP), Vol. 32 , pp. 1-15, May 2020, Springer, IF 1.788. DOI: https://doi.org/10.1007/s00138-020-01078-1
  6. Hemant Petwal and Rinkle Rani, “PSWL-CCI: An optimized Framework for prioritizing Surgical Waiting List, Journal of Medical Imaging and Health Informatics (JMIHI), Vol. , No. , pp. , 2020, American Scientific Publishers, IF 0.549
  7. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “A graph-based model to improve social trust and influence for Social Recommendation, The Journal of Supercomputing, Springer, Vol. 76, No. 6, June 2020. pp. 4057-4075. Impact Factor: 2.157 . DoI :10.1007/s11227-017-2196-2.
  8. Diksha Hooda and Rinkle Rani, “Ontology driven human activity recognition in heterogeneous sensor measurements”, Journal of Ambient Intelligence and Humanized Computing. 2020, [Accepted]. Impact Factor 1.9. Springer https://doi.org/10.1007/s12652-020-01835-0
  9. Aman Sharma and Rinkle Rani , “Drug Sensitivity Prediction Framework using Ensemble and Multi-task Learning”, International Journal of Machine Learning and Cybernetics, Vol. 11, pp. 1231-1240, 2020. Impact Factor 3.844. Springer. DOI : https://doi.org/10.1007/s13042-019-01034-0
  10. Aman Sharma and Rinkle Rani , “An Ensembled Machine Learning framework for Drug Sensitivity Prediction”, IET Systems Biology, 2020. Vol. 14, Issue 1, pp. 39-46. Impact Factor 1.392. DOI: 10.1049/iet-syb.2018.5094
  11. Divya Pandove, Shivani Goel and Rinkle Rani, “General Correlation Coefficient Based Agglomerative Clustering”, Cluster Computing-SCIE Indexed, Vol. 22, No, 02, pp. 553-582, Impact factor: 1.851, June 2019. DOI : 10.1007/s10586-018-2863-y
  12. Aman Sharma and Rinkle Rani, “C-HMOSHSSA: Gene selection for cancer classification using multi-objective meta-heuristic and machine learning method”, Computer Methods and Programs in Biomedicine, Vol. 178, pp. 219-235, Sept 2019. Impact Factor 3.424. https://doi.org/10.1016/j.cmpb.2019.06.029
  13. Deepak Gupta and Rinkle Rani, “A Study of Big Data Evolution and Research Challenges" Journal of Information Science, Vol.45, No. 03, pp.. 322-340, June 2019, Impact Factor: 2.327, SAGE. https://doi.org/10.1177/0165551518789880
  14. Bharti Saneja and Rinkle Rani, “A Scalable Correlation based Approach for Outlier Detection in Wireless Body Sensor Networks”, International Journal of Communication Systems, Wiley, Vol. 32, No. 07, pp. 1-15, May 2019. Impact Factor: 1.278. https://doi.org/10.1002/dac.3918
  15. Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal, “Diagnosis of Parkinson’s disease using Principle Component Analysis and Deep Learning, Journal of Medical Imaging and Health Informatics (JMIHI), Vol. 9, No. 3, pp. 602–609, 2019, American Scientific Publishers, IF 0.549. https://doi.org/10.1166/jmihi.2019.2570
  16. Aman Sharma and Rinkle Rani, “BE-DTI’: Ensemble Framework for Drug Target Interaction Prediction using Dimensionality Reduction and Active Learning”, Computer Methods and Programs in Biomedicine, Vol. 165, pp. 151-162, Oct 2018. Impact Factor 3.424. https://doi.org/10.1016/j.cmpb.2018.08.011
  17. Divya Pandov, Rinkle Rani and Shivani Goel, “An Intuitive General Rank Based Correlation Coefficient”, Frontiers of Information Technology & Electronic Engineering, Springer, Vol. 19, No. 6, pp. 699-711, Impact Factor: 1.033, July, 2018. https://doi.org/10.1631/FITEE.1601549
  18. Bharti Saneja and Rinkle Rani, “An Integrated Framework for Anomaly Detection in Big Data of Medical Wireless Sensors”, Modern Physics Letters B, vol 32, no. 24, pp. 1-20 IF 0.929, 2018. https://doi.org/10.1142/S0217984918502834
  19. Aman Sharma and Rinkle Rani, “An Integrated Framework for Identification of Effective and Synergistic Anti-Cancer Drug Combinations”, Journal of Bioinformatics and Computational Biology, Vol. 16, No. 5, pp. 1-23, 2018. impact factor 0.845. worldscientific. DoI : 10.1142/S0219720018500178
  20. Vandana Bhatia and Rinkle Rani, “DFuzzy: A Deep learning based Fuzzy Clustering Model for Large Graphs, Knowledge and Information Systems, Springer, Vol 57, issue 1, pp. 159-181, October 2018, Impact Factor: 2.397. DOI : 10.1007/s10115-018-1156-3
  21. Aman Sharma and Rinkle Rani, “KSRMF: Kernelized similarity based regularized matrix factorization framework for predicting anti-cancer drug responses, Journal of Intelligent & Fuzzy Systems, Vol. 35, 1779-1790. Impact factor: 1.637, 2018. IOS Press. DOI: 10.3233/JIFS-169713
  22. Anjali Anand, Rinkle Rani and Himanhsu Aggarwal, “An Adaptive Security Model for Dynamic Node Behaviour in MANETs, KSII Transactions on Internet and Information Systems, Vol. 12, No. 06, pp. 2861-2880, June 2018, Impact Factor: 0.711.
  23. Vandana Bhatia and Rinkle Rani, PFCA: An Influence based Parallel Fuzzy Clustering Algorithm for Large Complex Networks, Expert Systems, Wiley, Vol. 35 , No.6, December 2018 pp. 1-18 , Impact Factor: 1.505 . DOI: 10.1111/exsy.12295
  24. Vandana Bhatia and Rinkle Rani, Ap-FSM : A Parallel algorithm for Approximate Frequent Subgraph Mining using Pregel, Expert Systems With Applications, Vol. 106, pp. 217-232, September 2018, Impact Factor 4.292. DOI : https://doi.org/10.1016/j.eswa.2018.04.010
  25. Divya Pandov, Rinkle Rani and ShivaniGoel, “Systematic Review of Clustering High Dimensional and Large Data sets”, ACM Transactions on Knowledge Discovery from Data, Vol. 12, Issue 02, pp. 1-68, Impact Factor: 2.538, Feb, 2018. Doi : 0.1145/3132088
  26. Deepak Gupta and Rinkle Rani, “A Big Data Framework for Zero-Day Malware Detection”, Cybernetics & Systems: An International Journal, Taylor & Francis, Vol. 49, No. 02, Feb 2018, pp. 103-121. Impact Factor: 1.681. https://doi.org/10.1080/01969722.2018.1429835
  27. Aman Sharma and Rinkle Rani, “An Optimized Framework for Cancer Classification Using Deep Learning and Genetic Algorithm”, Journal of Medical Imaging and Health informatics, Vol. 7, No. 8, pp. 1851-1856, December, 2017, American Scientific Publishers, Impact Factor: 0.62 http://www.ingentaconnect.com/content/asp/jmihi/2017/00000007/00000008/art00025
  28. Divya Pandov, Rinkle Rani and Shivani Goel, “Local Graph Based Correlation Clustering”, Knowledge-Based Systems, Elsevier, Vol. 138, pp. 155-175, December, 2017, Impact Factor: 5.101. https://doi.org/10.1016/j.knosys.2017.09.034
  29. Divya Pandov, Rinkle Rani and Shivani Goel, “Correlation Clustering Methodologies and their Fundamental Results”, Expert Systems, Wiley, Vol. 34, No. 4, pp. 1-24, September, 2017, Impact Factor: 1.43. https://doi.org/10.1111/exsy.12229
  30. Bharti Saneja and Rinkle Rani, “An Efficient Approach for Outlier Detection in Big Sensor Data of Healthcare”, International Journal of Communication Systems, Wiley,Vol. 30, No. 17, pp. 1-10,Impact Factor: 1.278, July, 2017. DOI: 10.1002/dac.3352
  31. Vandana Bhatia and Rinkle Rani, “A parallel fuzzy clustering algorithm for large graphs using Pregel”, Expert Systems with Applications, Elsevier, Vol. 78, pp. 135-144, July 2017, Impact Factor: 3.928. http://doi.org/10.1016/j.eswa.2017.02.005
  32. KaramjitKaur and Rinkle Rani, “Multi-model Persistent Solution for Healthcare Big Data”, Journal of Medical Imaging and Health Informatics, Vol. 6, No. 4, pp. 937-947, August, 2016, Impact Factor: 0.549.
  33. Anjali Anand, Rinkle Rani and HimanhsuAggarwal, “Energy Efficient and Secure Multipoint Relay Selection in Mobile Ad hoc Networks”, Transactions on Internet and Information Systems, Vol. 10, No. 4, pp. 1571-1589, April 2016, Impact Factor: 0.711.
  34. Anjali Anand, Rinkle Rani and HimanhsuAggarwal, “A Partially Distributed Dynamic Model for Secure and Reliable Routing in Mobile Ad hoc Networks”, Journal of Communications and Networks, IEEE, Vol. 18, No. 6, pp. 938-947, December 2016, Impact Factor: 1.632 doi : 10.1109/JCN.2016.000128, http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7820569
  35. Karamjit Kaur and Rinkle Rani, Managing Data in Healthcare Information Systems: Many Models, One Solution", Computer, vol. 48, no. 3, pp. 52-59, March 2015, doi:10.1109/MC.2015.77, (Published by IEEE Computer Society, Thomson Reuter"s Journal Citation Index, Impact Factor: 3.568, ISSN: 0018- 9162).
  36. Karamjit Kaur and Rinkle Rani, “Smart Polyglot Solution for Healthcare Big Data", IT Professional, IEEE Computer Society, Vol. 17, No. 6, pp. 48-55, Nov. 2015.Thomson Reuter"s Journal Citation Index, Impact Factor: 2.424, ISSN: 1520-9202. 10.1109/MITP.2015.111
  37. Anjali Anand, Rinkle Rani and Himanhsu Aggarwal, “A Security Model based on Reputation and Collaboration through Route-Request in Mobile Ad Hoc Networks”, KSII Transactions on Internet and Information Systems, Vol 9, No. 11, pp. 4701-4719, Impact Factor: 0.711. Doi :10.3837/tiis.2015.11.025

 

Non-SCI (Journals): 49

  1. Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal, “Diagnosis of Parkinson’s disease using Hybrid Pre-trained CNN and SVM Approach”, International Journal of Electrical and Computer Engineering (IJECE), Institute of Advanced Engineering and Science (IAES) Indonesia, SCOPUS. 2020.
  2. Bathla, G., Aggarwal, H. and Rani, R. ‘Scalable Recommendation using large scale graph partitioning with Pregel and Giraph’, International Journal of Cognitive Informatics and Natural Intelligence, IGI Global (ESCI, SCOPUS Indexed), vol. 14, no. 4, 2020.
  3. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Evolution of Data Analytics Techniques: From Data Mining to Big Data Mining”, International Journal of Advanced Science and Technology, Vol 28 No 19 (2019) pp. 779-795. Elsevier, Scopus.
  4. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Using deep learning to improve recommendation with direct and indirect social trust”, Journal of Statistics and Management Systems, Vol 22, No. 4, June 2019, pp. 665-677. TandF, ESCI. https://doi.org/10.1080/09720510.2019.1609724
  5. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Improving Recommendation Techniques by Deep Learning and Large Scale Graph Partitioning:, International Journal of Advanced Computer Science and Applications (IJACSA) - Volume 9, No 10, pp. 403-409, October 2018.
  6. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Migrating From Data Mining to Big Data Mining”, International Journal of Engineering and Technology, Vol. 7, No. 3.4, pp. 13-16, July 2018. Doi : 10.14419/ijet.v7i3.4.14667
  7. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Comparative Study of NoSQL databases for Big Data storage”, International Journal of Engineering and Technology, Vol. 7, No. 2.6, pp. 83-87, March 2018 doi:http://dx.doi.org/10.14419/ijet.v7i2.6.10072. Science Publishing Corporation
  8. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal , “A Novel Approach for clustering Big Data based on MapReduce, International Journal of Electrical and Computer Engineering (IJECE), Vol. 8, No. 3, pp. 1711-1719, June 2018. DOI: 10.11591/ijece.v8i3.pp1711-1719 , SJR 0.296, Institute of Advanced Engineering and Science (IAES)
  9. Neha Garg and Rinkle Rani, “Analysis and Visualization of LinkedIn Data Using Hierarchical Clustering”, International Journal of Control Theory and Applications, International Journal of Control Theory and Applications, Vol. 10, No. 40, pp. 209-218, 2017.
  10. Gaurav Gupta, Himanshu Aggarwal and Rinkle Rani, “Segmentation of retail customers based on cluster analysis in building successful CRM “,International Journal of Business Information Systems archive , Inderscience, Volume 23 Issue 2, January 2016, Pages 212-228, doi>10.1504/IJBIS.2016.078907
  11. Rupali Arora and Rinkle Rani, "Implementation of Relational Queries in Graph Database," International Journal on Information and CommunicationTechnologies, vol. 6, no. 2, pp. 354-357, June 2013. http://www.serialsjournals.com/archives.php?journals_id=63
  12. Rupali Arora and Rinkle Rani, "Modeling and Querying Data in MongoDB," International Journal of Scientific and Engineering Research (IJSER), vol. 4, no. 7, July 2013. http://www.ijser.org/onlineResearchPaperViewer.aspx?Modeling-and-Querying-Data-in-MongoDB.pdf
  13. Rupali Arora and Rinkle Rani, "An Algorithm for Transformation of Data from MySQL to NoSQL (MongoDB)," International Journal of Advanced Studies inComputers, Science and Engineering (IJASCSE), vol 2, no. 1, pp. 6-12, July 2013. http://www.ijascse.org/volume-2-special-issue-1/An_algorithm.pdf
  14. Priyanka Raichand and Rinkle Rani, “Query Execution and Effect of Compression on NoSQL Column Oriented Data Store using Hadoop and HBase”, International Journal of Scientific and Engineering Research (IJSER), Volume 4, Issue 9, 2013.
  15. Priyanka Raichand and Rinkle Rani ,”A Short Survey Of Data Compression Techniques For Column Oriented Databases”, Journal of Global Research in Computer Science, Volume 4, No. 7, pp. 43-46, 2013.
  16. Saurabh and Rinkle Rani “A Review of Fault Detection Techniques forWireless Sensor Networks”, IJCSI International Journal of Computer Science Issues, Vol. 10, Issue 4, No 1, July 2013.
  17. Abhinandan Gupta and Rinkle Rani, “Simulating Wireless Sensor Networks using Opnet”, International Journal on Information & Communication Technologies, vol 6 no.1,pp. 366-371, M arch 2013.
  18. Abhinandan Gupta and Rinkle Rani, “Fault Tolerance in Wireless Sensor Networks using Stiffed Delaunay Triangulation”, International Journal of Computer Science & Engineering Technology, Vol. 4 No. 06, pp. 654-662, June 2013.
  19. Rinkle Rani, “Design and Reliability Analysis of a Class of Irregular Fault-tolerant Multistage Interconnection Networks”, International Journal of Computer Applications (IJCA), Vol. 39 No.8, 2012. 10.5120/4838-7100
  20. Srishti Goel, Rinkle Rani, “Comparative Analysis of Webpage Change Detection Algorithms”, International Journal of Research in Engineering & Applied Sciences, Vol. 2, No. 2, 2012.
  21. Chintandeep Kaur, Rinkle Rani, “Web Mining Tasks and Types: A Survey, “International Journal of Research in IT & Management, Vol. 2, No. 2, 2012. http://euroasiapub.org/wp-content/uploads/2016/09/56-7.pdf
  22. Surbhi Anand, Rinkle Rani, “Data Mining Types and Techniques: A Survey”, International Journal of Research in IT & Management, Vol. 2, No. 2, 2012.
  23. Rinkle Rani, “Design and Performance Evaluation of a New Irregular Fault-Tolerant Multistage Interconnection Network”, IJCSI International Journal of Computer Science Issues, Vol. 9, No.2, 2012.
  24. Surbhi Anand, Rinkle Rani, “An Efficient Algorithm for Data Cleaning of Log File using File Extensions”, International Journal of Computer Applications (IJCA), Vol. 48, No.8, pp. 13-18, 2012. DOI : 0.5120/7367-0097
  25. Chintandeep Kaur, Rinkle Rani, “Reference Scan Algorithm for Path Traversal Patterns”, International Journal of Computer Applications (IJCA), Vol. 48, No.7, pp. 20-25, 2012. 10.5120/7360-0135
  26. Shipra Srivastava, Rinkle Rani, “A Modified Algorithm to Handle Dangling Pages using Hypothetical Node”, International Journal of Computer Applications (IJCA), Vol. 48, No.7, pp. 26-32, 2012. 10.5120/7361-0136
  27. Srishti Goel, Rinkle Rani, “An Efficient Algorithm for Web Page Change Detection”, International Journal of Computer Applications (IJCA), Vol. 48, No.10, pp. 28-33, 2012. 10.5120/7386-0173.
  28. Tanvir Kaur, Rinkle Rani, “Blocking Behavior Analysis of Optical switching Networks”,International Journal of Engineering Science & Technology, Vol. 3, No. 2, pp. 1542-1550, 2011.
  29. Nidhi Singla, Rinkle Rani, “A Review of Deadlock Recovery Techniques in Interconnection Networks”, Journal of Computer Science & Engineering, Vol. 6, No. 1, pp. 1-8, 2011.
  30. Khushboo Bansal, Rinkle Rani, “Behaviour Analysis of Multilayer Multistage Interconnection Networks with Extra Stages”, International Journal of Applied Engineering Research, Vol. 6, pp. 1451-1462, 2011.
  31. Tanvir Kaur, Rinkle Rani, “A Modified Buffered Adaptive Algorithm for Routing in Optical Benes Network”,International Journal of Computer Science and Information Technologies, Vol. 2, pp. 1603-1605, 2011.
  32. Ravinder Singh, Rinkle Rani, “Comparative Evaluation of Predictive Modeling Techniques on Credit Card Data”,Journal of Computer Theory and Engineering (IJCTE), Published by: International Association of Computer Science and Information Technology Press (IACSIT), Vol. 3, 2011.
  33. Nidhi Singla, Rinkle Rani, “An Efficient Algorithm for Token Management of Message Dependent Deadlocks Recovery Architecture”, International Journal of Networking and Communication Engineering, Vol. 4, No. 11, 2011.
  34. Rinkle Rani, “A Survey on Neural Network Solutions for Routing in Optical Multistage Interconnection Networks”, Journal of Research, Vol. 2, No. 2, pp. 68-73, 2010.
  35. Rinkle Rani, Lakhwinder Kaur, HimanshuAggarwal, “Multistage Interconnection Networks: A transition from Electronic to Optical”, Special issue on Emerging Technologies in Internet Security and Networks of the Journal of Emerging Technologies in Web Intelligence, Vol. 2, No. 2, pp. 142-147, 2010.
  36. Rinkle Rani, Lakhwinder Kaur, “Fault-Tolerance and Permutation Analysis of ASEN and its Variant”,International Journal of Computer Science and Information Technologies, Vol.1, No. 1, pp. 24-32, 2010.
  37. Ravinder Yadav, Rinkle Rani, “Survey and Comparison of Optical Switch Fabrication Techniques and Architectures”, Journal of Computing, Vol. 2, No. 4, pp. 1-9, 2010.
  38. Rinkle Rani, Lakhwinder Kaur, “Simulation of Permutation Passibility of Fault-tolerant Multistage Interconnection Networks”, International Journal of Recent Trends in Engineering (IJRTE), Vol. 3, No. 2, pp. 24-28, 2010.
  39. Rinkle Rani, Lakhwinder Kaur, “Design and Reliability Analysis of a new Fault-tolerant Multistage Interconnection Network”, International Journal of Computer Networks and Internet Research, Published by International Congress for Global Science and Technology Germany, Vol. 8, No. 2, pp. 17-23, 2009.
  40. Rinkle Rani, Lakhwinder Kaur, Himanshu Aggarwal, “Reliability Analysis of Fault-Tolerant Irregular Multi-Stage Interconnection Networks”,International Journal of Applied Engineering Research, Vol. 4, No. 6, pp. 955-962, 2009.
  41. Shruti Chopra, Rinkle Rani, “Comparative Analysis of various Crosstalk Avoidance techniques in Optical Multistage Interconnection Networks”,ATTI DELLA ìFONDAZIONE GIORGIO RONCHIî, Vol. 14, No. 2, pp. 507-513, 2009.
  42. Karamjit Kaur Cheema, Rinkle Rani, “Design Scheme and Performance Evaluation of a new Fault-tolerant Multistage Interconnection Network”, International Journal of Computer Science and Network Security (IJCSNS), Vol. 9, pp. 270-276, 2009.
  43. Rinkle Rani, Himanshu Aggarwal, Lakhwinder Kaur, “On Bandwidth Analysis of Fault-tolerant Multistage Interconnection Networks”, International Review on Computers and Software, Vol. 3, No. 2, 199-202, March 2008.
  44. Rinkle Rani, Lakhwinder Kaur, “On Reliability Analysis of Fault-tolerant Multistage Interconnection Networks”, International Journal of Computer Science and Security, Vol. 2, No. 4, pp. 1-8, July 2008.
  45. Rinkle Rani, Lakhwinder Kaur, “Design and Bandwidth Analysis of Fault-Tolerant Multistage Interconnection Networks”, International Journal of Computer Science, Published by Science Publications USA, Vol. 4, pp. 962-965, November 2008.
  46. Rinkle Rani, Himanshu Aggarwal, “Performance Analysis of of Regular and Irregular Multistage Interconnection Networks”, International Journal of Information and Computing Science, Vol. 11, No. 2, December 2008.
  47. Rinkle Rani, Himanshu Aggarwal, “Bluetooth and Wi-Fi Wireless Protocols : Survey and Comparison”,International journal of Management & Sciences, Vol. 2, No. 2, pp. 61-69, December 2006.
  48. Rinkle Rani, Himanshu Aggarwal “A New Algorithm for some Irregular Multistage Interconnection Networks”,Asia- Pacific Business Review, Vol 2. No. 1, pp. 65-72, June 2006.
  49. Himanshu Aggarwal, Rinkle Rani, “Routing and Path Length algorithm for Cost effective Modified FT Network”,IMS – Manthan, pp. 61-68, April 2006.

 

Conference Publications: 75

  1. Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal , “Data Augmentation using GAN for Parkinson"s disease Prediction”, The 3rd International Conference on Recent Innovations in Computing (ICRIC-2020), 20th -21st March, 2020, Central University of Jammu, J & K. , Department of Computer Science & Information Technology, Central University of Jammu. Springer. ISSN : 1876-1100
  2. Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal, “MR Image Synthesis using Generative Adversarial Networks for Parkinson’s disease classification”, The International Conference on Artificial Intelligence and Applications (ICAIA-2020), 6-7 February, 2020, Springer, Maharaja Surajmal Institute of Technology, New Delhi, India. Book Chapter, Advances in IntelligentSystems and Computing 1164, Springer. Pp. 317-327
  3. Shruti Arora and Rinkle Rani, “A Novel Framework for Distributed Stream Processing and Analysis of Twitter Data”, International Conference on Innovative Computing and Communication (ICICC-2020), Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, 21-23rd FEB,2020, pp. 147-161 Book Chapter in Springer. Advances in Intelligent Systems and Computing, book series (AISC, volume 1165). ISSN : 2194-5357
  4. Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Evolution of Data Analytics Techniques: From Data Mining to Big Data Mining, 3rd International Conference on Innovations in Computing (ICIC-2019), 12-13 December 2019, CGC College of Engineering, Mohali, Punjab, India, pp. 1-9.
  5. Bathla, G., Aggarwal, H. and Rani, R. ‘Deep learning for Big data analytics’, Advancements in Computing and Management (ICACM 2019), organized at JaganNath University, Jaipur, Rajasthan, India, on April 13-14, 2019., pp. 385-393, Springer, Advances in Computing and Intelligent Systems book series.
  6. Sugandha Budhiraja, Rinkle Rani “TUDocChain-Securing Academic Certificate Digitally on Blockchain”, 4th International Conference on Inventive Computation Technologies (ICICT- 2019), August 2019, RVS Technical Campus, Coimbatore, Tamilnadu, India. 29-30, pp. 151-159 August 2019, Springer, Lecture Notes in Networks and Systems book series (LNNS, volume 98). https://doi.org/10.1007/978-3-030-33846-6_17, ISSN : 2367-3370
  7. Aman Sharma and Rinkle Rani, “C-HDESHO: Cancer Classification Framework using Single Objective Meta-heuristic and Machine learning Approaches”, IEEE 5th International Conference on Parallel and Distributed Computing (PDGC-2018) from 20-22 December, 2018 at Jaypee University of Information Technology, Waknaghat, Solan, HP, INDIA, pp. 406-411. DOI: 10.1109/PDGC.2018.8745843
  8. Bharti Saneja, Rinkle Rani, “Clonal Selection based Parallel Fuzzy Clustering using Map-reduce”, IEEE 5th International Conference on Parallel and Distributed Computing (PDGC-2018) from 20-22 December, 2018 at Jaypee University of Information Technology, Waknaghat, Solan, HP, INDIA. pp. 442-447 DOI: 10.1109/PDGC.2018.8745930
  9. Bharti Saneja, Rinkle Rani, “A Hybrid Approach for Outlier Detection in Weather Sensor Data”, In the Proceedings of 2018 IEEE 8th International Advance Computing Conference (IACC-18), pp. 321-326, Bennett University, Greater Noida, 14-15 December 2018. https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8692127
  10. Shruti Arora and Rinkle Rani, “A Streamlined Approach for Real-Time Data Analytics”, In the Proceedings of IEEE Second International Conference on Inventive Communication and Computational Technologies (ICICCT-18), March 13, 2018 held at Ranganathan Engineering College, Coimbatore, Tamil Nadu. Pp. 732-736.
  11. Virk Asham and Rani Rinkle, “Efficient approach for social recommendations using graphs on Neo4j,” In proceeding of IEEE International Conference on Inventive Research in Computing Applications (ICIRCA 2018), July 11-12, 2018, organized by RVS College of Engineering & Technology, Coimbatore. Pp. 133-138.
  12. Aman Sharma and Rinkle Rani, “Classification of Cancerous Profiles using Machine Learning”, in the proceedings of IEEE International Conference on Machine Learning and Data Science, Bennett University, Greater Noida, 14-15 December 2017, pp. 31-36.
  13. Vandana Bhatia and Rinkle Rani, “An Efficient Influence based Label Propagation algorithm for Clustering large graphs”, in the proceedings of IEEE International Conference on Infocom Technologies and Unmanned Systems (ICTUS"2017), pp. 480-486, Amity University, Dubai, 18-20, December 2017.
  14. Vandana Bhatia and Rinkle Rani, “An Efficient algorithm for Sampling of Single Large Graph”, in the proceedings of IEEE 10th International Conference on Contemporary Computing (IC3’2017), JIIT, NOida, 10-12 August 2017, pp. 1-6.
  15. Vandana Bhatia, Bharti Saneja and Rinkle Rani, “INGC: Graph Clustering & Outlier Detection algorithm using Label Propagation”, in the proceedings of IEEE International Conference on Machine Learning and Data Science, Bennett University, Greater Noida, 14-15 December 2017, pp. 68-74.
  16. D. Hooda and R. Rani, “A Novel Localized Approach for Efficient delivery of Software Products’, In Proceedings of IEEE Fourth International Conference on Signal Processing, Computing and Control, ISPCC-2017, September 21-23, 2017.
  17. N. Garg and R. Rani “A Comparative Analysis of Community Detection Algorithms using R”, in Proceedings of IEEE International Conference on Computing Communication and Automation (ICCCA2017), Galgotia University, Noida, May 5-6, 2017.
  18. N. Garg and R. Rani “Analysis and Visualization of LinkedIn data using Hierarchical Clustering”, in Proceedings of 2nd International Conference on Recent Innovations in Computer Science and Information Technology (RICSIT-2017), UIIT, Shimla, May 19, 2017.
  19. N. Garg and R. Rani “Analysis and Visualization of Twitter Data using K-means Clustering”, in Proceedings of IEEE International Conference on Intelligent Computing and Control System (ICICCS 2017), VCE, Madurai, June 15-16, 2017.
  20. R. Thind and R. Rani, “Indoor User Localization Using Data Distribution Framework”, in proceedings of International Conference of Intelligent Computing and Control System, IEEE, 2017.
  21. Kriti Mishra and Dr. Rinkle Rani, “Churn Prediction in Telecommunication using Machine Learning”, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS-2017), Conference on August 1, 2017.
  22. S. Behera and R. Rani, “Comparative Analysis of Density based Outlier Detection techniques on Breast Cancer data Using Hadoop and Map Reduce”, IEEE International Conference on Inventive Computation Technologies, on Aug 26-27, 2016, Inventive Research Organization (IRO), Coimbatore,. | http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7824883
  23. P. Lathiya, R. Rani, “Improved CURE Clustering for Big Data using Hadoop and Mapreduce”, IEEE International Conference on Inventive Computation Technologies (ICICT 2016), 26-27 August, 2016. http://ieeexplore.ieee.org/document/7830238/
  24. R. Gulati and R. Rani, “Study and Analysis of Density Based Clustering Algorithms for Spatial data”, In IEEE International Conference on Advanced Communication, Control and Computing Technologies (ICACCCT), May 25-27, 2016, Syed Ammal Engineering College,Anna University, Chennai.
  25. S. Gupta and R. Rani, “A Comparative study of Elasticsearch and CouchDB Document Oriented Databases”, IEEE Conference on Inventive Computation Technologies (ICICT-2016). 26-27 August, 2016. http://ieeexplore.ieee.org/document/7823252/
  26. Aman Sharma and Rinkle Rani, “Analysis and Visualization of Twitter Data using R”, The 1 st International Conference ‘INBUSH ERA 2015’ Theme: Futuristic trends in computational analysis and knowledge management Amity University Greater Noida, 25 - 27 February, 2015.
  27. Aman Sharma and Rinkle Rani, “IoT solutions for 3-D visualization of Twitter data”, IEEE IACC-2015, BMS College of Engineering, Bangalore12-13 June, 2015, pp. 839-843.
  28. Puneet Garg and Rinkle Rani, “ Analysis and Visualization of Professional’s LinkedIn Data”, Springer International Conference on Emerging Research in Computing, Information, Communication and Applications Nitte Meenakshi Institute of Technology, Bangalore ERCICA-2015, 31 July - 01 August, 2015, pp. 1-9.
  29. Baljit Kaur and Rinkle Rani, "Designing URL Access Counter using MapReduce with HBase," in Proceedings of Elsevier Second International Conference on Emerging Research In Computing Information, Communication and Applications - (ERCICA-14), Bangalore, 01-02 Aug. 2014.
  30. Mehak Gupta and Rinkle Rani Aggarwal, “Transforming Relational Database to Graph Database Using Neo4j”, in Proceedings of Elsevier, Second International Conference on “Emerging Research in Computing, Information, Communication and Applications” (ERCICA-14), NMIT Bangalore, August 01-02, 2014.
  31. P. Aggarwal and R. Rani, “Security Issues and User Authentication in MongoDB”, in proceedings of Elsevier Second International Conference on Emerging Research in Computing, Information, Communication and Applications, NMIT Bangalore, August 1-2, 2014.
  32. Yogesh Punia,Rinkle Aggarwal, “Performance comparison of System using MongoDB-Redis vs System using Relational Database”, Second International Conference on Emerging Research in Computing, Information, Communication and Applications- (ERCICA-14), Elsevier, Banglore, to be held on Aug 1-2, 2014.
  33. Yogesh Punia, Rinkle Aggarwal ,” Implementing Information System using MongoDB and Redis”, International Conference on Advances in Computer Science and Engineering (ICACE 2014), Mysore, pp.16-21, March 10, 2014.
  34. Aman Sharma and Rinkle Rani, ”A 3 level model for implementing MOOC in India”, 2nd IEEE International Conference on MOOCs Innovation and Technology in Education (IEEE-MITE 2014), Thapar Institute of Engineering & Technology, Patiala, pp. 132-137.
  35. Karamjit Kaur and Rinkle Rani, “Modeling and Querying Data in NoSQL Databases”, IEEE International Conference on Big Data, 2013, P. No. 1 “ 7, 6-9 Oct. 2013, Silicon Valley, CA. DOI: http://dx.doi.org/10.1109/BigData.2013.6691765.
  36. Rupali Arora, Rinkle Rani Aggarwal, “Implementation of Relational Queries in Graph Database”, UGC Sponsored 2nd International Conference Innovative Developments in ICT - Today & Tomorrow, DAV College Amritsar, March 2-3, 2013.
  37. Abhinandan Gupta, Rinkle Rani Aggarwal, “Simulating Wireless Sensor Networks Using OPNET”, UGC Sponsored 2nd International Conference Innovative Developments in ICT - Today & Tomorrow, DAV College Amritsar, March 2-3, 2013.
  38. Srishti Goel, Rinkle Rani, “Comparative Analysis of Webpage Change Detection Algorithms” International Conference on Competitiveness & Innovativeness in Engineering, Management & Information Technology (ICCIEMI- 2012), organized by Maharaja Agrasen International Research and Educational Consortium, 29th January, 2012.
  39. Chintandeep Kaur, Rinkle Rani, “Web Mining Tasks and Types: A Survey”, International Conference on Competitiveness & Innovativeness in Engineering, Management & Information Technology (ICCIEMI- 2012), organized by Maharaja Agrasen International Research and Educational Consortium, 29th January, 2012.
  40. Surbhi Anand, Rinkle Rani, “Data Mining Types and Techniques: A Survey”, International Conference on Competitiveness & Innovativeness in Engineering, Management & Information Technology (ICCIEMI- 2012), organized by Maharaja Agrasen International Research and Educational Consortium, 29th January, 2012.
  41. Surbhi Anand, Rinkle Rani, “A Token String based Algorithm for Data Extraction in Web Usage Mining”, International Conference on Advancements in Computing and Communication, (ICACC-2012), held at BBSBEC Fatehgarh, Feb 23-25, 2012.
  42. Srishti Goel, Rinkle Rani, “A tree based algorithm for Web Page Change Detection System”, International Conference on Advancements in Computing and Communication (ICACC-2012), held at BBSBEC Fatehgarh, Feb 23-25, 2012.
  43. Karamjit Kaur, Rinkle Rani, “A Comprehensive Study of classification of NoSQL Databases”, International conference on Advancements in Computing and Communication (ICACC-2012), held at BBSBEC Fatehgarh, Feb 23-25, 2012.
  44. Chintandeep Kaur, Rinkle Rani, “Pattern Discovery Techniques: A Survey” International Conference on Advanced Computing Technologies (ICACT-2012), held at Gurukul Vidyapeeth Institute of Engineering & Technology, Chandigarh, June 8-9, 2012.
  45. Shipra Srivastava, Rinkle Rani, karamjeet kaur cheema, “A Comprehensive Study of Approaches to Handle Dangling Nodes in Web Page Rank Computation”, International Conference on Advanced Computing Technologies (ICACT-2012), held at Gurukul Vidyapeeth Institute of Engineering & Technology, Chandigarh, June 8-9, 2012.
  46. Sandeep Kaur, Rinkle Rani, Neural Network Solutions for Interconnection Networks”,National Conference on Emerging Trends in Software and Networking Technologies ETSNT-09 during April 17-18, 2009 organized by Amity Institute of Information Technology, Amity University, Uttarpradesh, pp. 108-112.
  47. Sandeep Kaur, Rinkle Rani, “Optical Multistage Interconnection Networks: An Analysis”, National Conference on Emerging Trends in Software and Networking Technologies (ETSNT-09), organized by Amity Institute of Information Technology, Amity University, Uttarpradesh, pp. 108-112, April 17-18, 2009.
  48. Shruti Chopra, Rinkle Rani, “Analysis of various Heuristic Algorithms in Multistage Interconnection Networks”, National Conference on Emerging Trends in Software and Networking Technologies (ETSNT-09) organized by Amity Institute of Information Technology, Amity University, Uttarpradesh, pp. 108-112, April 17-18, 2009.
  49. Shruti Chopra, Rinkle Rani, “Comparison of various Crosstalk Avoidance Techniques in Optical Multistage Interconnection Networks”, National Conference on Modern Management Practices & Information Technology Trends, organized by DAV Institute of Engg. & Technology, Jalandhar, April 17-18, 2009.
  50. Sandeep Kaur, Rinkle Rani, “Performance of Optical Multistage Interconnection Networks: A Survey”,National Conference on Modern Management Practices & Information Technology Trends, organized by DAV Institute of Engg. & Technology, Jalandhar April 17-18, 2009.
  51. Kiranpreet Kaur, Rinkle Rani, A Survey of Self-Organising Networks”, National Conference on Impact of IT on Society-Emerging Trends and Issues , organized by DAV College Amritsar, Feb 28-March 01, 2009.
  52. Kiranpreet Kaur, Rinkle Rani, “Routing in Optical Network using Neural Networks”, National Conference on “Advances in Computer Networks & Information Technology (NCACNIT-09), Organized by Department of C.S.E., Guru Jambheshwar University of Science & Technology, Hisar, March 24-25, 2009
  53. Nagarjun, Rinkle Rani, “Behavior Analysis of Optical Banyan Networks on Vertical Stacking”, National Conference on “Advances in Computer Networks & Information Technology (NCACNIT-09), Organized by Department of C.S.E., Guru Jambheshwar University of Science & Technology, Hisar , March 24-25, 2009
  54. Shruti Chopra, Rinkle Rani, “A Survey on various Crosstalk Avoidance Techniques in Optical Multistage Interconnection Networks”, National Conference on “Advances in Computer Networks & Information Technology (NCACNIT-09), Organized by Department of C.S.E., Guru Jambheshwar University of Science & Technology, Hisar , March 24-25, 2009
  55. Sandeep Kaur, Rinkle Rani, “Permutation Passibility and Behavior Analysis of Optical Multistage Interconnection Networks”, National Conference on “Advances in Computer Networks & Information Technology (NCACNIT-09), Organized by Department of C.S.E., Guru Jambheshwar University of Science & Technology, Hisar , March 24-25, 2009
  56. Rinkle Rani, A Neural Network Solution for Routing in Optical Multistage Interconnection Networks”, National Conference on Recent Advances and Future Trends in IT (RAFIT-2009) held at Department of Computer Science, Punjabi University, Patiala, April 09-10, 2009.
  57. Rinkle Rani, “Comparative Analysis of various Crosstalk Avoidance techniques in Optical Multistage Interconnection Networks”, National Conference on Recent Advances and Future Trends in IT (RAFIT-2009) held at Department Of Computer Science, Punjabi University, Patiala, April 09-10, 2009.
  58. Rinkle Rani, “A Survey and Comparison of Wired and Optical Multistage Interconnection Networks”, National Conference on Recent Advances and Future Trends in IT (RAFIT-2009) held at Department Of Computer Science, Punjabi University, Patiala, April 09-10, 2009.
  59. Rinkle Rani, Permutation of Optical Multistage Interconnection Networks: A Survey”, International Conference on Innovative Technologies: Research and Development in Science, Technology and Management (ICIT-09), organized by PDM College of Engineering and IEEE-IMS/ EMBS, Delhi, June18-19 2009.
  60. Rinkle Rani, “An Efficient Routing Scheme to provide more Fault-tolerance for an Irregular Multistage Interconnection”, Advance Computing Conference (IACC-09), IEEE International Conference,Digital Object Identifier 10.1109/IADCC.2009.4808987, pp. 94-98, organized by Department of Computer Sc. & Engg., Thapar Institute of Engineering & Technology, Patiala, March 6-7, 2009.
  61. Karamjit Kaur Cheema, Rinkle Rani, “Designing Isomorphic Networks from the Baseline”, National Conference on Advancements in Computer Engineering organized by Baba Banda Singh Bahadur Engineering College, Fatehgarh Sahib, Punjab, April 03-04, 2008.
  62. Manpreet Kaur, Rinkle Rani, “Modified Double Tree Network and its variants: An Analysis”, National Conference on Advancements in Computer Engineering organized by Baba Banda Singh Bahadur Engineering College, Fatehgarh Sahib, Punjab, April 03-04, 2008.
  63. Sheetal, Rinkle Rani, “Comparative Study of Fault Tolerant Multistage Interconnection Networks”, National Conference on Advancements in Computer Engineering organized by Baba Banda Singh Bahadur Engineering College, Fatehgarh Sahib, Punjab, April 03-04, 2008.
  64. Deepti Malhotra, Rinkle Rani, “Performance Analysis of Fault Tolerant Irregular MINs”, National Conference COIT-07 organized by Department of Computer Science and Engineering RIMT, Gobindgarh, March 23-24, 2007.
  65. Sandeep Gill, Rinkle Rani, “Routing in Irregular MINs”, National Conference COIT-07 organized by Department of Computer Science and Engineering RIMT, Gobindgarh, March 23-24, 2007.
  66. Sandeep Gill, Rinkle Rani, “LASH- Deadlock Free Shortest Path Routing for Irregular MINs”, National Conference ITEEPP-07, organized by department of Electronics and Communication Engineering Thapar Institute of Engg. & Tech., Patiala, April 6-7, 2007.
  67. Deepti Malhotra, Rinkle Rani, “Performance Analysis of Fault Tolerant Irregular MINs”, National Conference ITEEPP-07, organized by department of Electronics and Communication Engineering Thapar Inst. of Engg. & Tech., Patiala, April 6-7, 2007.
  68. Rinkle Rani, “Simulation Analysis of Irregular MINs”, ECCS-2006, organized by department of Electronics and Communication Engineering Thapar Institute of Engg. & Tech., Patiala, February 9-10, 2006.
  69. Rinkle Rani, Himanshu Aggarwal, “Reliability of some Irregular MINs”, International Conference (AISN-2006) held at Haryana Engg. College, Jagadhary, Yamuna Nagar, Feb 24-25, 2006.
  70. Rinkle Rani, Shalini Batra, “Issues for On-Line Analytical Mining of Data Warehouses”, NCBC-05, held at TIET, Patiala, March 18-19, 2005.
  71. Navjot Kaur, Rinkle Rani, “Algorithmic and Non-algorithmic issues in Database Search of Sequence Databases”, NCBC-05, held at TIET, Patiala, March 18-19, 2005.
  72. Himanshu Aggarwal, Rinkle Rani, “The strategic change for Business Information Technology Alignment", National Conference on Recent Advances and Future Trends in IT (RAFIT 05), organized by Punjabi University Patiala, March 3-4, 2005.
  73. Shalini Batra,Rinkle Rani, “Sensor Networks: from Interactive to Proactive Computing”, National Conference on Recent Advances and Future Trends in IT (RAFIT-05), held at Punjabi University Patiala, March 3-4, 2005.
  74. Rinkle Rani, Himanshu Aggarwal, “Permutation Passibility behavior of some Irregular Multistage Interconnection Networks”, International Conference on Challenges in Networking and future of E-commerce, organized by APIIT Panipat, April 9-10, 2005.
  75. Rinkle Rani, Himanshu Aggarwal, “Bandwidth Aalysis of MINs”, CIEE-05 organized by department of Electronics and Communication Engineering SLIET Longowal, Nov 18-19, 2005.

 

ME Guidance

Sr. No. Regn No. Student Name Title of the Thesis Date of Completion
1. 801731012 Sugandha TUDocChain-Securing Academic Certificate Digitally on Blockchain 06 Aug, 2019
2. 801632010 Heena Singla Restoration of degraded Images using Denoised model with DSWT Fusion and Enhancement Technique 31 Jan, 2019
3. 801632045 Shruti Arora Distributed Stream Processing of Twitter Data using Apache Spark Aug 07, 2018
4. 801631004 Ashamdeep Kaur Efficient approach for Social Recommendations using Graphs on Neo4j 24 July, 2018
5. 801632056 Vinny Ohri Framework for Worst Case Performance Test for MCAL Drivers 03 Aug, 2018
6. 801532012 Diksha Hooda A Framework for Efficient Delivery of SoftwareProducts 2017
7. 801532033 Neha Garg Processing, Analysis and Visualization of Social 2017
8. 801532043 Ronika Thind Framework of Indoor User Localization Using Wi-Fi Fingerprinting and Visual Clues 2017
9. 801532027 Kriti Mishra A Machine Learning Approach for Churn Prediction in Telecommunication 2017
10. 801431029 Sourajit Behera Design and Performance Evaluation of Density Based Anomaly Detection Clustering Algorithms using Hadoop and Map Reduce 2016
11. 801431011 Piyush Lathiya Hierarchical Clustering Algorithm for Big Data using Hadoop and Mapreduce 2016
12. 801431021 Risha Gulati Efficient Parallel DBSCAN algorithms for Bigdata using MapReduce 2016
13. 801431027 Sheffi Gupta Data Transformation and Query Analysis of CouchDB and Elasticsearch Document Oriented Databases 2016
14. 801332001 Aman Sharma Community Detection and Analysis of Twitter Social Data 2015
15. 801332020 Puneet Garg Analysis and Visualization of Social Data 2015
16. 801332025 Silvi Goel A Novel Approach for SLM GUI Design, Development & Test Suite Automation 2015
17. 801332022 Satyam Gupta Comparative Analysis of SCM tools and Coexistence with Agile Methodology 2015
18. 801233003 Baljit Kaur A Novel Approach for Transformation of Relational Database into Column-Oriented Database (HBase) 2014
19. 801232031 Yogesh Punia Moving to New Generation Database (MongoDBRedis) 2014
20. 801231017 Mehak Gupta A Novel Approach to Transform Relational Database into Graph Database using Neo4j 2014
21. 801233014 Palvi Aggarwal Secure Authentication in Document Oriented Database MongoDB 2014
22. 801132035 Rupali Arora Transformation from relational to document based database 2013
23. 801132004 Abhinandan Gupta Stiffed Delaunay Triangulation Algo 2013
24. 801132020 Priyanka Rai Query Execution and Comparative Analysis of Compression Algorithms using HadoopHBase 2013
25. 801031031 Surbhi Anand A modified algo for data cleaning of log file using file extensions in web usage mining 2012
26. 801031028 Srishti Goel An efficient algo for web page change detection 2012
27. 801031005 Chintandeep Kaur Reference Scan Algo for Path Traversal patterns 2012
28. 801031027 Shipra Srivastava A modified algorithm to handle dangling pages using hypothetical node in Page Rank Computation 2012
29. 800931016 Ravinder Singh Macro Designing and Comparative evaluation of various predictive modeling techniques of credit card data 2011
30. 800931021 Tanvir Kaur A modified buffered adaptive algorithm for routing in optical benes network 2011
31. 800931013 Nidhi Garg An efficient token management algorithm for message dependent deadlocks recovery architecture 2011
32. 800932026 Khushboo Bansal Behavior Analysis of Multilayered Multistage Interconnection Networks with extra stages 2011
33. 800831010 Ravinder Yadav A new buffered fabrication technique for augmented data vortex switch 2010
34. 800832017 Sushila Baloda Reliability Analysis of Regular Multistage Interconnection Networks 2010
35. 80732009 K. Nagarjun Behavior Analysis Of Optical Banyan Network On Vertical Stacking 2009
36. 80732030 Sandeep Kaur Performance of Optical Multistage Interconnection Networks 2009
37. 80732021 Shruti Chopra Analysis Of Various Crosstalk Avoidance Techniques In Optical Multistage Interconnection Networks 2009
38. 80732010 Kiranpreet Kaur Optical Multistage Interconnection Networks Using Neural Network Approach 2009
39. 80632007 Karamjit Kaur Cheema On Performance Analysis of Fault-Tolerant Multi-Stage Interconnection Networks 2008
40. 80632025 Sheetal On Fault Tolerant Multistage Interconnection Networks 2008
41. 80632012 Manpreet On Fault Tolerant Irregular Multistage Interconnection Networks 2008
42. 80632001 Amrit Kaur Ontology and its tools 2008
43. 8053205 Deepti Malhotra Reliability Analysis of Fault-tolerant Irregular MINs 2007
44. 8053217 Sandeep Kaur Routing in Irregular MINs 2007
45. 8033111 Navjot Kaur Analysis and Comparison of Sequence Analysis Tools 2006
46. 8013117 Yukti Jindal Simulation Analysis of Permutation Passibility behavior of Multi-stage Interconnection Networks 2005
47. 8013106 Meenu Bhagat Spelling Error Pattern Analysis of Punjabi Typed Text 2004