Dr. Dipti P. Rana

Associate Professor

Department of Computer Science and Engineering

Sardar Vallabhbhai National Institute of Technology (SVNIT)

Surat, Gujarat, India

Email: dpr[@]coed[.]svnit[.]ac[.]in

Designation

Associate Professor

@ Department of Computer Sci. and Engg., SVNIT


Qualification

Ph. D., SVNIT 

M. Tech. (R) CO, SVNIT 

B. E. CO, SVRCET (SVNIT)

Research Interests

Books

Research Project

Conference Paper Reviewer

SCI Journal Publication - 2019 onwards

Scopus Journal Publication - 2014 onwards

Other Publications

Book Chapters - 2016 onwards

Conference Publication - 2018 onwards 

STTP Organized

National Workshop Organized

Expert Lectures Delivered @ other Institutes (Few)

Expert Lectures Delivered @ SVNIT

Expert Lectures Organized @ SVNIT

Certification

Certification/Training Attended

Ph. D. Students

Degree Awarded

Presynopsis Presented

Ongoing:

26. Drone Path Planning, Mr. Vandan Parmar (P22CS010), 2023-24

25.  Drone SWARM Path Algorithm, Ms. Sarika (P22CS004), 2023-24

24.  Gujarati Language Sentiment Analysis, Mr. Devanshu Jignesh Dudhia (P21CO014), 2021-23

23.  Distributed High Utility Mining (HUIM), Mr. Chintankumar Rajput (P21CO003), 2021-23

22.   GeoAI based Covid-19 Prediction Model, Dr. D. P. Rana, Ms. Jyoti Kumari (P20CO018), 2021-22 

21.  A Novel Machine Learning based Approach for Demand Forecasting of Retail Products using Clustering, Dr. D. P. Rana, Mr. Sarit Kiran Roy (P20CO009), 2021-22

20.  Fine-Tuned Predictive Models for Forecasting Severity Level of Covid-19 Patient using Epidemiological Data, Dr. D. P. Rana, Ms. Shweta Anil Tikhe (P19CO018), 2020-21

19.  Dictionary Based Gender Identification and Gender Based Sentiment Analysis with Polarized Word2vec, Dr. D. P. Rana, Ms. Navodita Saini (P19CO006), 2020-21

18.  802.11AX Target Wake Time, Dr Dipti P. Rana, Mr. Amey Bhagwat (NXP, Pune), Mr. Ashish Tripathi (P18CO001), 2019-20

17.  Profiler Tool, Dr. Dipti P. Rana, Mr. Sanyog R. Kale, Intel Corporation, Bangalore, Mr. Dilip Puri (P18CO008),   2019-20

16.  Analysis of Oil and Gas Sensor Data Forecasting for Alert Generation based on Autoregressive Models, Dr. Dipti P. Rana and Mr. Mehul Parmar (Principle Software Architect, Baker Hughes(BHGE), Mumbai), Mr. Pradeep Kumar Yadav (P17CO010), 2018-19

15.  Continuous Integration and Continuous Deployment Automation, Dr. D. P. Rana, Mr. Bhupendra Singh (Ericsson R&D, Gurgaon),  Ms. Krishna Meena (P17CO017), 2018-19

14.  Bluetooth Firmware Debug Techniques for Intel BT SOC, Dr. D. P. Rana, Mr. Lakshmipathy K. (Intel, Banglore), Mr. Nikhil Jain, 2017-18

13. Post Processing for GNSS, Dr. D. P. Rana, Mr. B. N. Gohil, Mr. D. Gupta (Intel Banglore), Mr. Ranjeet Kumar, 2017-18

12. A Novel Approach to Infer Closed Itemsets in Distributed Environment, Dr. D. P. Rana, R. G. Mehta, Mr. K. Davis, 2015-16

11.  Sentiment and Similarity Analysis of Tweets in Distributed Environment, Dr. D. P. Rana, R. G. Mehta, Mr. H. Jangir, 2015-16

10.  Hierarchical Clustering Algorithm for Segregation of Rare and Frequent Itemsets from Reduced Subspace, Dr. D. P. Rana, R. G. Mehta, Mr. P. Somkunwar, 2013-14

9. WARM: A Framework for Weather Prediction using Temporal Association Rule Mining Dr. D. P. Rana, R. G. Mehta, Ms. P. D. Chaudhari, 2013-14

8. Clustering High dimensional Large Data : A cluster Ensembles approach, Dr. R. G. Mehta, Dr. D. P. Rana, Mr. Bharat A. Tidke, 2012-13

7. Incremental classification of High Dimensional Data, Dr. R. G. Mehta, Dr. D. P. Rana, 2012-13

6. Novel Approach for Performance Improvement of Association Rules Mining, Dr. D. P. Rana, R. G. Mehta, Mr. M. R. Patel, 2012-13

5. Analysis of Temperature Prediction using Temporal Association Rule Mining, Dr. D. P. Rana, R. G. Mehta, Mr. A. R. Chaudhari, 2012-13

4. A Novel Approach for high dimensional data clustering, Dr. R. G. Mehta, Dr. D. P. Rana, 2011-12

3. A Novel Tree Based Classification, Dr. R. G. Mehta, Dr. D. P. Rana, Mr. Mehul Lad, 2011-12

2. HTTP Botnet Detection using Frequent Patternset Mining, Dr. D. P. Rana, Mr. S. S. Garasia, 2011-12

1.    Detecting E-mail Spam using Spam Word Associations, Dr. D. P. Rana, Mr. N. S. Kumar, 2011-12

1b.  Incremental Feature Selection Using Incremental FP Growth Algorithm, Dr. D. P. Rana, 2013-14

1a.  Association Rule Mining Using Column DBMS, Dr. D. P. Rana, 2012-13

Other Significant Activities