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

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 25 years of teaching experience. She has over 184 research publications, out of which 96 are in journals and 88 are in conferences. She has supervised 11 PhD and 50 ME theses. Her areas of interest are Big Data Analytics and Machine Learning. She is member of professional bodies: ACM, IEEE and CSI. 

 

Research Profile :  

Research Domain: Big Data Analytics, Machine Learnin

No. of Publication in SCI/SCIE Journal

                                                         (Total Impact Factor  : 145)  

47  

Total No. of publications in Journals  

96

Conference Publications (National and International)

88

No. of Sponsored Projects  

02

No. of PhD thesis Guided  (Completed/In-progress)  

11 / 05

No. of ME thesis Guided (Completed/In-progress)  

50 / 01

 

PhD Guidance : 

Sr. No.

Name 

Title of Thesis

Status

1.  

Karamjit

Kaur

A Novel Framework for Querying Multiparadigm

Databases

Completed

2015

2.  

Anjali

Anand

Detecting and Mitigating  the Effect of Selfish, Malicious and Erroneous Nodes in Mobile Ad hoc

Networks

Completed

2016

3.  

Divya Pandove

Big Data Clustering Based Recommendation

System Model through Correlations

Completed

2017

4.  

Vandana

Bhatia

Efficient Pattern Mining of Big Data using Graphs

Completed

2018

5.  

Aman Sharma

Machine Learning based Framework for Drug

Prediction of Cancerous Genomic Profiles

Completed

2019

6.  

Bharti Suneja

An Efficient Approach for Outlier Detection in Big

Data

Completed

2019

7.  

Deepak

Gupta

A Novel Framework for Analysis of Big Data

Completed

2020

8.  

Gourav

Bathla

An Efficient Technique For Mining of Big Data

 

Completed

2020

9.  

Hemant

Petwal

A Framework For Scheduling and Optimization of

Healthcare Data 

Completed

2021

10.  

Sukhpal

Kaur

An Optimal Prediction Model for Neurological

Diseases using Machine Learning

Completed

2021

11.  

Diksha

Hooda

An    Ontology-based      Framework     for      Querying

Heterogeneous Sensor Data

Completed

2022

12.  

Shruti Arora

An Efficient Approach for Transformation and

Analysis of Streaming Data

Ongoing

13.  

Jasleen Kaur

Framework for Securing and Querying Healthcare

Data using Blockchain

Ongoing

14.  

Palak Goyal

Development       of     Efficient      Algorithm(s)       for

Prediction of Neurodegenerative Diseases

Ongoing

15.  

Shikha Sharma

An Efficient Framework for Analysis of Genomic

Characterization of SARS-CoV-2

Ongoing

16.  

Navpreet

Kaur

An Efficient Framework for Smart Transport

Management System

Ongoing

 

SCI Publications : 47

  • Shruti Arora, Rinkle Rani and Nitin Saxena, “Modified VADER Classifier for Detection and Classification of Covid-19 related Rumors from Social Media Data Streams"
  • Concurrency and Computation: Practice and Experience, Volume: 34, Issue: 21, pp. 1-16 DOI: https://doi.org/10.1002/cpe.7124
  • Jasleen Kaur, Rinkle Rani and Nidhi Kalra, “A Blockchain-based Framework for Privacy Preservation of Electronic Health Records (EHRs)", Transactions on Emerging Telecommunications Technologies. Vol. 33, Issue 9, September 2022, IF: 2.638, March 2022.
  • Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “Stocks of Year 2020: Prediction of high variations in stock prices using LSTM”, Multimedia Tools and Applications, 2022. IF 2.757.
  • Palak Goyal, Rinkle Rani and Karamjeet Singh, “State-of-the-Art Machine Learning Techniques for Diagnosis of Alzheimer’s Disease from MR-Images: A Systematic Review", Archives of Computational Methods in Engineering. Vol. 29, pp. 2737–2780 (2022) , IF 8.171. https://doi.org/10.1007/s11831-021-09674-8
  • Diksha Hooda and Rinkle Rani, “An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data", Journal of Intelligent Information Systems. Vol. 58, pp. 405-431, 2022. IF 1.888. https://doi.org/10.1007/s10844-021-00685-2
  • Shruti Arora, Rinkle Rani and Nitin Saxena, “An Efficient Approach for Detecting Anomalous Events in Real-Time Weather Datasets”, Concurrency and Computation: Practice and Experience, Vol. 34, issue 5, pp. 1-16, Nov. IF = 1.536 http://doi.org/10.1002/cpe.6707
  • Jasleen Kaur, Rinkle Rani and Nidhi Kalra, “Blockchain-based Framework for Secured Storage, Sharing and Querying of Electronic Healthcare Records“, Concurrency and Computation: Practice and Experience, vol. 33, pp. 1-24, May 2021. doi : 10.1002/cpe.6369, IF = 1.536
  • Hemant Petwal and Rinkle Rani, “An Optimized Framework for Surgical Team selection”, CMC-Computers, Materials & Continua ,  69, No.2, pp. 2563-2582, 2021, IF = 3.772
  • Aman Sharma and Rinkle Rani, “A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis”, Archives of Computational Methods in Engineering (ARCO), Vol. 28, pp. 4875–4896 (2021), https://doi.org/10.1007/s11831021-09556-z, January 2021. IF – 7.302.
  • Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal, “Diagnosis of Parkinson’s disease using Deep CNN with Transfer Learning and Data Augmentation” , Multimedia Tools and Applications, Vol. 80, No. 7, pp. 10113–10139, IF 2.757, https://doi.org/10.1007/s11042-020-10114-1
  • 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: 3.818.
  •  https://doi.org/10.1016/j.compeleceng.2020.106729
  • 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 1.838 https://doi.org/10.2991/ijcis.d.200601.001
  • Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, “AutoTrustRec: Recommender System with Social Trust and Deep Learning using AutoEncoder”, Multimedia Tools and Applications,   79: pp. 20845–20860, Aril 2020. DOI: 10.1007/s11042-02008932-4, IF 2.313
  • 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 2.847
  • 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 1.605 https://doi.org/10.1007/s00138-020-01078-1
  • Hemant Petwal and  Rinkle Rani, “PSWL-CCI: An optimized Framework for prioritizing Surgical Waiting List, Journal of Medical Imaging and Health Informatics (JMIHI), Volume 10, Number 12, , pp. 2876-2892, American Scientific Publishers, IF
  • 0.659, December 2020            https://doi.org/10.1166/jmihi.2020.3224.
  • 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:
  • 2.469. DOI :10.1007/s11227-017-2196-2.
  • Diksha Hooda and Rinkle Rani, “Ontology driven human activity recognition in heterogeneous sensor measurements”, Journal of Ambient Intelligence and Humanized Computing, Vol. 11, pp. 5947-5960. March 2020, Impact Factor 7.104. Springer https://doi.org/10.1007/s12652-020-01835-0,
  • 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 3.753. Springer.
  • https://doi.org/10.1007/s13042-019-01034-0
  • 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 1.00. DOI: 1049/iet-syb.2018.5094
  • 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: 3.458,  June 2019.       DOI : 10.1007/s10586-018-2863-y
  • 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 3.632. https://doi.org/10.1016/j.cmpb.2019.06.029
  • 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: 2.410, SAGE.  https://doi.org/10.1177/0165551518789880
  • 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: 1.319.  https://doi.org/10.1002/dac.3918
  • 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 0.659. https://doi.org/10.1166/jmihi.2019.2570
  • 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 3.632.    https://doi.org/10.1016/j.cmpb.2018.08.011
  • 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: 1.604, July, 2018. https://doi.org/10.1631/FITEE.1601549
  • 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 0.940, 2018.  https://doi.org/10.1142/S0217984918502834
  • 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 0.90.
  •  DoI : 10.1142/S0219720018500178
  • 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: 2.936. DOI : 10.1007/s10115-018-1156-3
  • 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: 1.851, 2018. IOS Press DOI: 10.3233/JIFS-169713
  • 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: 0.648.
  • 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    1-18 ,  Impact Factor: 1.546 . DOI: 10.1111/exsy.12295
  • 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 5.45. https://doi.org/10.1016/j.eswa.2018.04.010
  • 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: 3.290, Feb, 2018. Doi : 10.1145/3132088
  • 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: 1.433.
  • 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: 0.659  
  • 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: 5.921. https://doi.org/10.1016/j.knosys.2017.09.034
  • 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: 1.546. https://doi.org/10.1111/exsy.12229
  • 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: 1.319, July, 2017. DOI: 10.1002/dac.3352
  • 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: 5.452.  http://doi.org/10.1016/j.eswa.2017.02.005 http://www.sciencedirect.com/science/article/pii/S0957417417300830
  • 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: 0.659.
  • 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: 0.648.
  • 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: 1.733 doi : 10.1109/JCN.2016.000128.   
  • 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: 4.419, ISSN: 0018- 9162).
  • 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:             3.7,      ISSN:             1520-9202. 10.1109/MITP.2015.111
  • 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, 2015, Impact Factor: 0.648. Doi :10.3837/tiis.2015.11.025
  •  

Non-SCI (Journals) : 49

  • 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
  • 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. Pp. 42-61
  • 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, (2019) pp. 779-795. Elsevier, Scopus.
  • 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
  • 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.
  • 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 : 14419/ijet.v7i3.4.14667
  • 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
  • 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)
  • 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.
  • 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
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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
  • Srishti Goel, Rinkle Rani, “Comparative Analysis of Webpage Change Detection Algorithms”, International Journal of Research in Engineering & Applied Sciences, Vol. 2, No. 2, 2012.
  • Chintandeep Kaur, Rinkle Rani, “Web Mining Tasks and Types: A Survey,
  • “International Journal of Research in IT & Management, Vol. 2, No. 2, 2012.  
  • Surbhi Anand, Rinkle Rani, “Data Mining Types and Techniques: A Survey”,
  • International Journal of Research in IT & Management, Vol. 2, No. 2, 2012.
  • Rinkle Rani, “Design and Performance Evaluation of a New Irregular FaultTolerant Multistage Interconnection Network”, IJCSI International Journal of Computer Science Issues, Vol. 9, No.2, 2012.
  • 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
  • Chintandeep Kaur, Rinkle Rani, “Reference Scan Algorithm for Path Traversal
  • Patterns”, International Journal of Computer Applications (IJCA), Vol. 48, No.7, pp. 2025, 2012.  10.5120/7360-0135
  • 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. 5120/7361-0136
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • RavinderYadav, Rinkle Rani,    “Survey           and      Comparison     of         Optical
  • Switch   Fabrication Techniques and Architectures”, Journal of Computing, Vol. 2, No. 4, pp. 1-9, 2010.
  • Rinkle Rani, Lakhwinder Kaur, “Simulation of Permutation Passibility of Faulttolerant Multistage Interconnection Networks”, International Journal of Recent Trends in Engineering (IJRTE), Vol. 3, No. 2, pp. 24-28, 2010.
  • Rinkle Rani, Lakhwinder Kaur, “Design and Reliability Analysis of a new Faulttolerant 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.
  • Rinkle Rani, Lakhwinder Kaur, Himanshu Aggarwal, “Reliability Analysis of FaultTolerant Irregular Multi-Stage Interconnection Networks”,International Journal of Applied Engineering Research, Vol. 4, No. 6, pp. 955-962, 200
  • 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.
  • 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.
  • 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.
  • 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.
  • 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, 962-965, November 2008.
  • 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.
  • 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.
  • Rinkle Rani, Himanshu Aggarwal “A New Algorithm for some Irregular Multistage Interconnection Networks”,Asia- Pacific Business Review, Vol 2. 1, pp. 65-72, June 2006.
  • Himanshu Aggarwal, Rinkle Rani, “Routing and Path Length algorithm for Cost effective Modified FT Network”,IMS – Manthan, pp. 61-68, April 2006.

Conférence Publications : 88

  • Palak Goyal, Rinkle Rani and Karamjeet Singh, “Comparative Analysis of Machine Learning and Ensemble Learning Classifiers for Alzheimer’s Disease Detection”IEEE International Conference on Current Development in Engineering and Technology (CCET-2022) 23-24 Dec 2022, SAGE University Bhopal.
  • Jasleen Bedi, Rinkle Rani and Nidhi Kalra, “An Automated Liver Disease Detection System using Machine Learning and Smart Contract”, IEEE International Conference on Current Development in Engineering and Technology (CCET-2022) 23-24 Dec 2022, SAGE University Bhopal.
  • Shruti Arora and Rinkle Rani, “Real-time Classification of Cardiac Eventsin Arrhythmia Disease”, IEEE International Conference on Current Development in Engineering and Technology (CCET-2022) 23-24 Dec 2022, SAGE University Bhopal.
  • Shruti Arora, Rinkle Rani and Nitin Saxena, “Music Stream Analysis for the Prediction of Song Popularity using Machine Learning and Deep Learning Approach”, IEEE 3rd International Conference on Computing, Analytics and Networks (ICAN), 18-19 November, Chitkara University, Rajpura Punjab,
  • Palak Goyal, Rinkle Rani and Karamjeet Singh, “Comparative Analysis of Machine Learning      and Ensemble       Learning       Classifiers      for       Parkinson’s        Disease

Detection”,  IEEE 3rd International Conference on Computing, Analytics and Networks (ICAN), 18-19 November, Chitkara University, Rajpura Punjab,

  • Jasleen Bedi, Rinkle Rani and Nidhi Kalra , “A Blockchain Enabled Predictive, Analytical Model for Fraud Detection in Healthcare Data”, Parallel, Distributed and

Grid Computing (PDGC-2022), 25th - 27th November, 2022, IEEE, Jaypee University of Information Technology Solan. HP. 

  • Sahdev Saini, Nidhi Kalra & Rinkle Rani “Prediction of Attention Deficit Hyperactivity Disorder (ADHD) using machine learning techniques based on classification of EEG signal”, In Proceedings of 2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS). Organized by Sri Eshwar College of Engineering, Coimbatore, Tamil Nādu, India from Marth 25th to 26th, 2022. [Published]
  • Sahdev Saini, Nidhi Kalra & Rinkle Rani “Detection and Characterization of Attention Deficit Hyperactivity Disorder using Ensemble Learning”, In Proceedings of 3rd International Conference on Internet of Things (ICIoT2022), Organized by SRM Institute of Science and Technology, India from April 5th to 7th, 2022[Accepted].
  • Shabnam Parmar, Nidhi Kalra and Rinkle Rani, “Analysis and Prediction of COVID-19 Disease using Machine Learning Techniques”, Thirteenth International Conference on

Advances in Communication, Network, and Computing – CNC 2022, held during Jul 2930, 2022 in Bengaluru, India. 

  • Gurpreet Kaur and Rinkle Rani,” An Efficient Predictive Model for High Dimensional Data ” 2nd International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2021), 16-17 July, 2021, SCAD College of Engineering and Technology

                 Cheranmahadevi,            Tirunelveli,            Tamilnadu,           India.           pp.            303-314, 

Data Intelligence and Cognitive Informatics,  springer book chapter

  • Sukhpal Kaur, Rinkle Rani and Himanshu Aggarwal , Neurological disease prediction using ensembled Machine Learning Model, IEEE International Conference on Parallel Distributed and Grid Computing (PDGC- 2020), November 06-08, 2020, pp. 410 – 414, organized by Jaypee University of Information Technology Waknaghat, Solan.
  • Diksha Hooda and Rinkle Rani, Semantic Driven Healthcare Monitoring and Disease Detection Framework from Heterogeneous Sensor Data, IEEE International

Conference on Parallel Distributed and Grid Computing (PDGC- 2020), November 06-08, 2020, pp. 415 – 420, organized by Jaypee University of Information Technology Waknaghat, Solan.

  • Hemant Petwal and Rinkle Rani, “An optimal Multi-Criteria Decision-Making Framework to select best Multispecialty Hospital for surgery”, IEEE International

Conference on Parallel Distributed and Grid Computing (PDGC- 2020), November 06-08, 2020, pp. 471 – 475, organized by Jaypee University of Information Technology Waknaghat, Solan.

  • 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,  pp 589-597. Central University of Jammu, J & K. 
  • 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. 

  • 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 

  • 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.

  • Gourav Bathla, Rinkle Rani and Himanhsu Aggarwal, ‘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.
  • 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,  

  • 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 2022 December, 2018 at Jaypee University of Information Technology, Waknaghat, Solan, HP, INDIA, pp. 406-411.  DOI: 10.1109/PDGC.2018.8745843

  • 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

  • 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
  • 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.
  • 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.
  • 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.
  • 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. 480486, Amity University, Dubai, 18-20, December 2017.

  • 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.
  • 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.

  • Diksha Hooda and Rinkle 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, pp. 181-186. JAYPEE Univ of IT Solan.
  • Neha Garg and Rinkle 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, pp. 273-278.
  • Neha Garg and Rinkle 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.
  • Neha Garg and Rinkle Rani “Analysis and Visualization of Twitter Data using Kmeans Clustering”, in Proceedings of IEEE International Conference on Intelligent Computing and Control System (ICICCS 2017), VCE, Madurai, June 15-16, 2017, pp. 670675.
  • Ronika Thind and Rinkle Rani, “Indoor User Localization Using Data Distribution Framework”, in proceedings of International Conference of Intelligent Computing and Control System, Vaigai College Engineering (VCE), Madurai, IEEE, 2017, 87-93.
  • Kriti Mishra and Rinkle Rani, “Churn Prediction in Telecommunication using Machine Learning”, International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS-2017), Conference on August 1-2, 2017, Pages: 2252 – 2257. SKR Engineering College, Chennai

             DOI: 10.1109/ICECDS.2017.8389853

  • Souryajeet Behera and Rinkle 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.
  • PiyushLathiya andRinkle Rani, “Improved CURE Clustering for Big Data using Hadoop and Mapreduce”, IEEE International Conference on Inventive Computation

Technologies (ICICT 2016), Inventive Research Organization, Coimbatore, Tamilnadu, 26-27 August, 2016. http://ieeexplore.ieee.org/document/7830238/

  • RishaGulati and Rinkle 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.
  • Sheffy Gupta and Rinkle Rani, “A Comparative study of Elasticsearch and CouchDB Document Oriented Databases”, IEEE Conference on Inventive Computation Technologies (ICICT-2016), Inventive Research Organization, Coimbatore, Tamilnadu. 26-27 August, 2016. http://ieeexplore.ieee.org/document/7823252/
  • 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.
  • 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.
  • PuneetGarg 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.
  • BaljitKaur and Rinkle Rani, "Designing URL Access Counter using MapReduce with

HBase," in Proceedings of Elsevier Second International Conference on EmergingResearch

In Computing Information, Communication and Applications - (ERCICA-14), Bangalore, 01-02 Aug. 2014.

  • Mehak Gupta and Rinkle Rani, “Transforming Relational Database to Graph Database Using Neo4j”, in Proceedings of Elsevier, Second InternationalConference on “Emerging Research in Computing, Information, Communicationand Applications” (ERCICA-14), NMIT Bangalore, August 01-02, 2014.
  • 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.
  • Yogesh Punia, Rinkle Rani Aggarwal, “Performance comparison of System using

MongoDB-Redis vs System using Relational Database”, Second International 

Conference on EmergingResearch in Computing, Information, Communication and  Applications- (ERCICA-14), Elsevier, Banglore, to beheld on Aug 1-2, 2014.

  • Yogesh Punia, Rinkle Rani 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.
  • 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 University, Patiala, pp. 132-137.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.

  • 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.

  • 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.
  • SrishtiGoel, 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.
  • 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.
  • Chintandeep Kaur, Rinkle Rani, “Pattern Discovery Techniques: A Survey” International Conference on Advanced Computing Technologies (ICACT-2012), held at GurukulVidyapeeth Institute of Engineering & Technology, Chandigarh, June 8-9, 2012.
  • Shipra Srivastava, Rinkle Rani, karamjeetkaurcheema, “A Comprehensive Study of

Approaches to Handle Dangling Nodes in Web Page Rank Computation”,

International Conference on Advanced Computing Technologies (ICACT-2012), held at GurukulVidyapeeth Institute of Engineering  & Technology, Chandigarh, June 8-9, 2012.

  • SandeepKaur, 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, 108-112.
  • 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, 108-112, April 17-18, 2009.
  • 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, 108-112, April 17-18, 2009.
  • 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.
  • 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.
  • Kiranpreet Kaur, Rinkle Rani, “A Survey of Self-OrganisingNetworks”,National Conference on Impact of IT on Society-Emerging Trends and Issues , organized by DAV College Amritsar, Feb 28-March 01, 2009.
  • 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 

  • 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
  • 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

  • SandeepKaur, 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
  • 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.
  • 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.

  • 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.
  • 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.
  • 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 University, Patiala, March 6-7, 2009.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • Rinkle Rani, Shalini Batra, “Issues for On-Line Analytical Mining of Data Warehouses”, NCBC-05, held at TIET, Patiala, March 18-19, 2005.
  • NavjotKaur, Rinkle Rani, “Algorithmic and Non-algorithmic issues in Database Search of Sequence Databases”, NCBC-05, held at TIET, Patiala, March 18-19, 2005.
  • 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.
  • Shalini Batra, Rinkle Rani, “Sensor Networks: from Interactive to Proactive Computing”, National Conference on Recent Advances and Future Trends in IT (RAFIT05), held at Punjabi University Patiala, March 3-4, 2005.
  • 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.
  • 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 : 50

Sr.

No.

Regn No.

Student Name

Title of Thesis

Year of Completion

1.

802032037

Sahdev Saini

 

Detection and Prediction of Attention

Deficit Hyperactivity Disorder Using

Learning models

2022

2.

802031021

Shabnam

Parmar

Analysis and Prediction of Covid-19

Disease using Machine Learning       

2022

3.

801932015

Gurpreet Kaur

 

Improving Predictive Modeling in High

Dimensional Data

2021

4.

801731012

Sugandha

TUDocChain-Securing Academic

Certificate Digitally on Blockchain

2019

5.

801632010

Heena Singla

Restoration of degraded Images using

Denoised model with DSWT Fusion and

Enhancement Technique

2019

6.

801632045

Shruti Arora

Distributed Stream Processing of

Twitter Data using Apache Spark

2018

7.

801631004

Ashamdeep

Kaur 

Efficient approach for Social

Recommendations using

Graphs on Neo4j

2018

8.

801632056

Vinny Ohri

Framework for Worst Case

Performance Test for MCAL Drivers

2018

9.

801532012

Diksha Hooda

A Framework for Efficient Delivery of

SoftwareProducts

2017

10.

801532033

Neha Garg

Processing, Analysis and Visualization of Social Data

2017

11.

801532043

RonikaThind

Framework of Indoor User Localization

Using Wi-Fi Fingerprinting and Visual

Clues

2017

12.

801532027

Kriti Mishra

A Machine Learning Approach for

Churn Prediction in

Telecommunication

2017

13.

801431029

Sourajit Behera

Design and Performance Evaluation of

Density     Based     Anomaly       Detection

2016

 

 

 

 

Clustering Algorithms using Hadoop and Map Reduce

 

14.

801431011

Piyush Lathiya

Hierarchical Clustering Algorithm for Big Data using Hadoop and Mapreduce

2016

15.

801431021

Risha Gulati

Efficient Parallel DBSCAN algorithms for Bigdata using MapReduce

2016

16.

801431027

Sheffi Gupta

Data Transformation and Query

Analysis of CouchDB and Elasticsearch

Document Oriented Databases

2016

17.

801332001

Aman Sharma

Community Detection and Analysis of

Twitter Social Data

2015

18.

801332020

Puneet Garg

Analysis and Visualization of Social

Data

2015

19.

801332025

Silvi Goel

A Novel Approach for SLM GUI Design,

Development & Test Suite Automation

2015

20.

801332022

Satyam Gupta

Comparative Analysis of SCM tools and

Coexistence with Agile Methodology

2015

21.

801233003

Baljit Kaur

A Novel Approach for Transformation of Relational  Database into Column-

Oriented Database (HBase)

2014

22.

801232031

Yogesh Punia

Moving to New Generation Database

(MongoDBRedis)

2014

23.

801231017

Mehak Gupta

A Novel Approach to Transform

Relational  Database into Graph

Database using Neo4j

2014

24.

801233014

Palvi Aggarwal

Secure Authentication in Document

Oriented  Database MongoDB

2014

25.

801132035

Rupali Arora

Transformation from relational to document based database

2013

26.

801132004

Abhinandan

Gupta

Stiffed Delaunay Triangulation Algo

2013

27.

801132020

Priyanka Rai

Query Execution and Comparative Analysis of Compression Algorithms using HadoopHBase

2013

28.

801031031

Surbhi Anand

A modified algo for data cleaning of log file using file extensions in web usage mining

2012

29.

801031028

Srishti Goel

An efficient algo for web page change detection

2012

 

30.

801031005 

Chintandeep

Kaur

Reference Scan Algo for Path Traversal patterns

2012

31.

801031027

Shipra Srivastava

A modified algorithm to handle dangling pages using hypothetical node in Page Rank Computation

2012

32.

800931016

Ravinder Singh

Macro Designing and Comparative evaluation of various predictive modeling techniques of credit card data

2011

33.

800931021

Tanvir Kaur

A modified buffered adaptive algorithm for routing in optical benes network

2011

34.

800931013

Nidhi Garg

An efficient token management algorithm for message dependent deadlocks recovery architecture 

2011

35.

800932026

Khushboo

Bansal

Behavior Analysis of Multilayered Multistage Interconnection Networks with extra stages

2011

36.

800831010

 

Ravinder yadav

A new buffered fabrication technique for augmented data vortex switch

2010

37.

800832017

Sushila Baloda

 

Reliability Analysis of Regular

Multistage Interconnection Networks

2010

38.

80732009

K. Nagarjun

Behavior Analysis Of Optical Banyan

Network On Vertical Stacking

2009

39.

80732030

Sandeep Kaur

Performance of Optical Multistage  

Interconnection Networks

2009

40.

80732021

 

Shruti Chopra

Analysis Of Various Crosstalk

Avoidance Techniques In Optical

Multistage Interconnection Networks

2009

41.

80732010

Kiranpreet Kaur

Optical Multistage Interconnection

Networks Using Neural Network

Approach

2009

42.

80632007

Karamjit Kaur

Cheema

On Performance Analysis of FaultTolerant Multi-Stage Interconnection

Networks

2008

43.

80632025

Sheetal

On Fault Tolerant Multistage

Interconnection Networks

2008

44.

80632012

Manpreet

On Fault Tolerant Irregular Multistage

Interconnection Networks

2008

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Ontology and its tools

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DeeptiMalhotra

Reliability Analysis of Fault-tolerant

2007

 

 

 

Irregular MINs

 

47.

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SandeepKaur

Routing in Irregular  MINs

2007

48.

8033111

NavjotKaur

Analysis and Comparison of Sequence

Analysis Tools

2006

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Yukti Jindal

Simulation Analysis of Permutation

Passibility behavior of Multi-stage

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2005

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MeenuBhagat

Spelling Error Pattern Analysis of

Punjabi Typed Text

2004

 

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