Dr. Rinkle Rani
Professor
Specialization
Big Data Analytics, Machine Learning
raggarwal@thapar.edu
Big Data Analytics, Machine Learning
Dr. Rinkle Rani is currently working as 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 26 years of teaching experience. She has contributed 188 research publications, out of which 98 are in journals and 90 are in conferences. She has supervised 11 PhD and 50 ME students. Her areas of interest are Big Data Analytics and Machine Learning. She is member of professional bodies: ACM, IEEE and CSI.
Research Domain: Big Data Analytics, Machine Learning |
|
No. of Publication in SCI/SCIE Journal (Total Impact Factor : 160) |
49 |
Total No. of publications in Journals |
98 |
Conference Publications (National and International) |
90 |
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
|
2. |
Anjali Anand |
Detecting and Mitigating the Effect of Selfish, Malicious and Erroneous Nodes in Mobile Ad hoc Networks |
Completed
|
3. |
Divya Pandove |
Big Data Clustering Based Recommendation System Model through Correlations |
Completed
|
4. |
Vandana Bhatia |
Efficient Pattern Mining of Big Data using Graphs |
Completed
|
5. |
Aman Sharma |
Machine Learning based Framework for Drug Prediction of Cancerous Genomic Profiles |
Completed
|
6. |
Bharti Suneja |
An Efficient Approach for Outlier Detection in Big Data |
Completed
|
7. |
Deepak Gupta |
A Novel Framework for Analysis of Big Data |
Completed
|
8. |
Gourav Bathla |
An Efficient Technique For Mining of Big Data
|
Completed
|
9. |
Hemant Petwal |
A Framework For Scheduling and Optimization of Healthcare Data |
Completed
|
10. |
Sukhpal Kaur |
An Optimal Prediction Model for Neurological Diseases using Machine Learning |
Completed
|
11. |
Diksha Hooda |
An Ontology-based Framework for Querying Heterogeneous Sensor Data |
Completed
|
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 : 49
http://doi.org/10.1002/cpe.6707
Non-SCI (Journals) : 49
Conférence Publications : 90
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 Clustering Algorithms using Hadoop and Map Reduce |
2016 |
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 Fault-Tolerant 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 |
45. |
80632001 |
Amrit Kaur |
Ontology and its tools |
2008 |
46. |
8053205 |
DeeptiMalhotra |
Reliability Analysis of Fault-tolerant Irregular MINs |
2007 |
47. |
8053217 |
SandeepKaur |
Routing in Irregular MINs |
2007 |
48. |
8033111 |
NavjotKaur |
Analysis and Comparison of Sequence Analysis Tools |
2006 |
49. |
8013117 |
Yukti Jindal |
Simulation Analysis of Permutation Passibility behavior of Multi-stage Interconnection Networks |
2005 |
50. |
8013106 |
MeenuBhagat |
Spelling Error Pattern Analysis of Punjabi Typed Text |
2004 |