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    This post was last updated on       October 11th, 2021

Dr. Sejal Santosh Nimbhorkar 

Designation : Professor 

Area of specialization :Data mining, Data Science

Date of Joining BNMIT : 17-07-2021

Nature of Association (Regular/Contractual/Adjunct) : Regular

E-mail Id : sejalsantoshnimbhorkar@bnmit.in

No. of years of Experience : 20 years

Qualification 

Degree Institution Month and Year of Passing % of marks Obtained 
Ph.D (CSE) University Visvesvaraya College of Engineering, Bangalore University March 2017  
M.E. (CSE) University Visvesvaraya College of Engineering, Bangalore University July 2007 78% 
B. E. (CSE) Dharmsinh Desai Institute of Technology, Gujarat University  June 1996 66 % 

 

Experience 

Sl. No Designation Institution / Organization Duration 
1 Professor BNMIT, Bangalore, India February 2021- till date 
2 Associate Professor BNMIT, Bangalore, India July 2017 – January 2021 
3 Associate Professor T. John Institute of Technology, Bangalore, India July 2016-June 2017 
4 Full time Research Scholar University Visvesvaraya College of Engineering, Bangalore, India March 2013 – March 2016 
5 Assistant Professor T. John Institute of Technology, Bangalore, India July 2010-March 2013 
6 Lecturer AMC Engineering College, Bangalore, India August 2009 – June 2010 
7 Verification Engineer Chips and Systems, USA September 2007 – May 2009 
8 Lecturer AMC Engineering College, Bangalore, India September 2004–August 2005 
9 Project Leader Reliance Industries Ltd, Hazira, India May 1996 – May 2001 

 

 

Researchgate : https://www.researchgate.net/profile/Sejal-Nimbhorkar 

 

Linkedin : https://www.linkedin.com/in/sejal-nimbhorkar/ 

 

Awards and Achievements 

  1. Received Outstanding Paper award at European Conference on Data Mining, 2015, Spain 
  2. Received Two Best Paper Award at 6th National Conference on Recent Advances in Technology and Engineering, 2017. 
  3. Won 2nd prize for the project titled Image Recommendations based on ANOVA cosine Similarity in the National Students’ Project Exhibition – 2016 organized by Alpha College of Engineering in association with AICTE. 

Invited Talks Delivered: 

  1. Session on Computer Vision Application in Data Science on 26th November, 2020 for Faculty Development Program on Recent Trends in Data Science Applications organized by SMVITM from 23rd – 27th November, 2020.  
  2. Presented webinar on Applications of Data Science on 6th August, 2020 for Webinar series on “Emerging Trends in Data Science” organized by AMC on 5-6, August 2020.  
  3. Presented webinar on Recommender System on 1st July 2020 for Webinar Series on Research Frontiers in Intelligent Computing organized by BNMIT from 25th June to 3rd July, 2020.  
  4. “Hands on Session on Latex Tool” at faculty development program on “Data Mining – Hands-on on Data Analytics Tools” organized by Department of CSE, AMCEC on 24th January, 2018. 

Academic Positions and other Responsibilities (University Level): 

  1. Appointed as a Deputy Chief Superintendent (DCS)  for the conduct of December 2019/January 2020 UG/PG Exam from VTU 
  2. Appointed as a Deputy Chief Superintendent (DCS)  for the conduct of December 2016/January 2017 UG/PG Exam from VTU 

Academic Positions and other Responsibilities (Institute Level): 

  1. Appointed as a MEMBER of Board of Examiners (BOE), PG for Exams of 2019-20 for ME – Computer Science and Engineering / Information Technology Engineering at UVCE, Bangalore University. 
  2. Appointed as a MEMBER of Board of Examiners (BOE), PG for Exams of 2018-19 for ME –Web Technologies and Computer Networks at UVCE, Bangalore University. 
  3. Appointed as a MEMBER of Board of Examiners (BOE), UG for Exams of 2017-18 for BE – Computer Science and Engineering and Information Science and Engineering at UVCE, Bangalore University. 
  4. Coordinator for organizing 12th International Multi-Conference on Information Processing IMCIP-2016 at UVCE, Bangalore 
  5. Coordinator for organizing 11th International Multi-Conference on Information Processing IMCIP-2015 at UVCE, Bangalore 
  6. Coordinator for organizing 8th International Multi-Conference on Information Processing IMCIP-2014 at UVCE, Bangalore
  7.  Coordinator for organizing National Conference RATE-2017 at T John Institute of Technology 
  8. Coordinator for organizing National Conference RATE-2012 at T John Institute of Technology 
  9. Coordinator for organizing National Conference RATE-2013 at T John Institute of Technology 
  10. Coordinator for Faculty Development Program (FDP) sponsored by VTU-VGST, 2013 at T John Institute of Technology 
  11. Coordinator for organizing National Conference on Information Processing – 2010 at AMC Engineering College 

Chairmanship / Reviewer at National/International Conference/Seminars: 

  1. Reviewer in IEEE MYSURUCON 2021 
  2. Reviewer in IEEE B-HTC 2020 Conference 
  3. Program Committee and Reviewer IEEE DISCOVER 2020. 
  4. Program Committee and Reviewer in IEEE CONECCT 2020 
  5. Invited as a Session Chair for 15th IEEE International Conference on Information Processing December 2019.  
  6. Reviewed papers in 15th IEEE International Conference on Information Processing December 2019.  
  7. Doctoral Committee Member for progress evaluation of Research Scholars at Vivekananda Institute of Technology, Bangalore, July 2019.  
  8. Doctoral Committee Member for progress evaluation of Research Scholars at Vivekananda Institute of Technology, Bangalore, March 2019.  
  9. Invited as a Session Chair for 14th IEEE International Conference on Information Processing December 2018.   
  10. Reviewer in IEEE Access Journal, 2018. 
  11. Invited as a Session Chair for 7th National Conference on Recent Advances in Technology and Engineering at T. John Institute of Technology in May 2018 
  12. Reviewer in Journal of Future Generation Computer Systems, Elsevier, 2018. 
  13. Reviewer in Journal of TELKOMNIKA (Telecommunication Computing Electronics and Control), 2018. 
  14. Reviewed papers in Second International Conference on Integrated Intelligence Computing, Communication and Security, ICIIC-2018 
  15. Invited as a Session Chair for 5th International Conference on Pervasive Computing and Networking at AMC Engineering College in April 2017.   
  16. Invited as a Session Chair for International Conference on Engineering, Science, Management and Advances in Research Technology & Engineering at T. John Institute of Technology in May 2016. 

Professional Memberships: 

  1. IEEE Membership, member# 92904353, Bangalore Section 
  2. Life member of ISTE, member# 86261 

Expertise 

Database Management System, Design and Analysis of Algorithms 

List of subjects handled 

UG : System Modeling  and Simulation, Design and Analysis of Algorithms, Design and Analysis of Algorithms Lab, Advanced Java, Operating Systems, Data Structure Lab, Database Management System, Database Management Lab,  Data Mining, Data Structure in ‘C’,  Client Server Computing, Computer Organization,  Java and Internet Programming, Computer Graphics Lab, Java Lab.  

PG: Business Intelligence, Multi-core Programming, Probability, Statistics and Queuing Theory, Wireless Communication, Object Technology, Advanced Algorithms, Computer System Performance Analysis. 

Research Interest  

Data Science, Image and Video Analysis, IoT, Web Mining 

Funding received 

Title: Visualization of User’s Web-browsing Behavior from Web Usage Data using Mining Techniques 

Funding Agency: Karnataka State Council for Science and Technology (KSCST), Karnataka, India 

Amount: 5 Thousand  

Duration:  05 months 

Book 

Published a book entitled – Web Recommendations System, Springer publication 

Patent / Copyright 

Patent / Copyright Number Name Status 
Copyright SW-14838/2021 Underwater Image Enhancement using Generative Adversarial Network(GAN) with Residual Blocks and EDL Penalty Granted 
Patent 201941033734 System and Method for Image Analysis and Summarization Published 

Journal  

  1. Ramya R S, Darshan M, Sejal D, Venugopal K R, Iyengar S S, Patnaik L M, “EPNDR: Emotion Prediction For News Documents Based On Readers’ Perspectives”, International Journal Of Scientific & Technology Research, ISSN – 2277-8616 , vol. 9, no. 01, January 2020
  2. Ramya R S, Darshan M, Sejal D, Venugopal K R, Iyengar S S, Patnaik L M, “ACTSMLT: Automatic Classification of Text Summarization using Machine Learning Technique”,  International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958,     vol. 9, no. 2, December, 2019
  3. Sejal D, Shradha G, Venugopal K R, S S Iyengar and L M Patnaik, “Conversion Prediction for Advertisement Recommendation using Expectation Maximization”, International Journal of Computer Science and Information Security, ISSN 1947-5500, vol. 16, no. 4, April 2018.
  4. Sejal D, T Ganeshsingh , Venugopal K R, S S Iyengar and L M Patnaik, “ACSIR : ANOVA Cosine Similarity Image Recommendation in Vertical Search”, International Journal of Multimedia Information Retrieval, Springer, ISSN 2192-6611,vol. 6, no. 2, pp. 143-153, 2017.
  5. Sejal D, Vijay K M, Venugopal K R, S S Iyengar and L M Patnaik, “Webpage Recommendations based on User Session Graph”, International Journal of Computer Science and Information Security (IJCSIS), ISSN 1947-5500, vol. 15, no. 3, pp. 99-104, March 2017.
  6. Sejal D, Abhishek D , Venugopal K R, S S Iyengar, L M Patnaik, “IR_URFS_VF: Image Recommendation with User Relevance Feedback Session and Visual Features in Vertical Image Search”, International Journal of Multimedia Information Retrieval, Springer, ISSN 2192-6611, vol. 5, no. 4, pp. 255-264, 2016.
  7. Sejal D, Rashmi V, Venugopal K R, S S Iyengar, L M Patnaik, “Image Recommendation based on keyword Relevance using Absorbing Markov Chain and Image Features” International Journal of Multimedia Information Retrieval, Springer, ISSN 2192-6611, vol. 5, no. 3, pp. 185-199, 2016.
  8. Sejal Desai, Kamalakant Tiwari, Dinesh Anvekar, Venugopal K R, S S Iyengar, L M Patnaik , “Webpage Recommendation with Web Navigation Prediction Framework”, International Journal of Knowledge and Web Intelligence, InderScience Publications. ISSN online: 1755-8263, ISSN print: 1755-8255, vol. 5, no. 3, pp. 230-251, 2016.
  9. Sejal Desai, Vinuth Chandrasheker, Vijay Mathapati, Venugopal K Rajuk, Sundaraja S Iyengar, Lalit M Patnaik, “User Feedback Session with Clicked and Unclicked Documents for Related Search Recommendation”, IADIS International Journal on Computer Science and Information Systems, ISSN : 1646-3692, vol. 11, no. 1, pp. 81-98, 2016.
  10. Sejal D, Shailesh K G, Tejaswi V, Dinesh Anvekar, Venugopal K R, S S Iyengar, and L M Patnaik, “Query Recommendation based on Query Relevance Graph”, Transactions on Machine Learning and Data Mining, ibai-publishing, Germany, ISSN: 1865-6781, ISBN: 879-3-942952-41-5, vol. 9, no. 1, pp. 3-26, 2016.
  11. Sejal D,  Kamalakant T,  Dinesh Anvekar, Venugopal K R, S S Iyengar, L M Patnaik, “Webpage Recommendation by Calculating Average Visiting Time on Webpages”, International Journal of Information Processing, IK International Publishing House Pvt. Ltd. New Delhi, India, ISSN : 0973-8215, vol. 9, no. 3, pp. 117-127, 2015.
  12. Shajan Jacob, Qubin Jose, Sadique Ali Khan, Jabez V, Sejal Nimbhorkar, Maria John, “Smart Recipe Application for all your Culinary Needs”, International Journal of Science, Engineering and Technology, ISSN (O): 2348-4098 , ISSN (P): 2395-4752, 2017.
  13. Anaswara Elizabeth,  Anushree K.U,  Lisna C.H, Lalitha. M, Sejal N, “Analysis of Real Time Twitter through Opinion Mining”, International Journal of Science, Engineering and Technology, ISSN (O): 2348-4098, ISSN (P): 2395-4752, 2017.
  14. Aishwarya Gowda.H B, 2 Punita. A, 3 Vijayashree M. R, 4 Arun Kumar. N, Sejal N, “A Survey on Monitoring and Controlling Home Devices IoT”, International Journal of Science, Engineering and Technology, ISSN (O): 2348-4098, ISSN (P): 2395-4752, 2017.

International Conference 

  1. R S Ramya; M Darshan; N Sejal ; K R Venugopal; S S Iyengar; L M Patnaik, “Automatic Classification of Community Question Answer (CQA) for Non Factoid Queries”, In the proceedings of  IEEE 16th India Council International Conference (INDICON), December 2019. 
  2. Ramya R S ; Naveen Raju ; Sejal N ; Venugopal K R ; S S Iyengar; LM Patnaik, “AEFUQ: Automatic Extraction of Facets for User Queries”, In the proceedings of IEEE Fifteenth International Conference on Information Processing (ICINPRO), December 2019. 
  3. Ramya R S ; Nanda Kishore ; Sejal D ; Venugopal K R ; S S Iyengar; L M Patnaik, “Predicting Social Emotions based on Textual Relevance for News Document”, In the proceeding of  IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE), November 2019. 
  4. Raksha H, Namitha G, Sejal N, “Action based Video Summarization”, In the proceedings of IEEE Region 10 Conference (TENCON),  pp. 455-260, October 2019.
  5. Ramya R S, Darshan M, Naveen Raju, Sejal D, Venugopal K R, S S Iyengar, L M Patnaik, “Efficient Batch Top k Spatial Term Search by Feature Redundancy”  In the proceedings of IEEE Region 10 Symposium (TENSYMP), pp. 723-728, June 2019.
  6. S Ramya, Ganeshsingh T, Sejal D, Venugopal K R, S S Iyengar and L M Patnaik, “DRDLC: Discovering Relevant Documents Using Latent Dirichlet Allocation and Cosine Similarity”, In the proceedings of 2018 VII International Conference on Network, Communication and Computing, Taiwan, ACM, pp. 87-91, December 14 – 16, 2018 .
  7. Sejal D, Ganeshsingh T, Venugopal K R, S S Iyengar and L M Patnaik, “Image Recommendations based on ANOVA Cosine Similarity”, In the Proceedings of Twelfth International Conference on Data Mining and Warehousing, Elsevier, Bangalore, ISSN 1877-0509, pp. 562-567, August 19-21, 2016.
  8. Sejal D, Rashmi V, Anvekar Dinesh, Venugopal K R, Iyengar S S and Patnaik L M, “IRAbMC : Image Recommendation with Absorbing Markov Chain”, In the Proceedings of INDICON 2015, New Delhi, ISBN 978-1-4673-7398-3, pp. 1-6, December 17-20, 2015.
  9. Sejal D, Shailesh K G, Tejaswi V, Anvekar Dinesh, Venugopal K R, Iyengar S S and Patnaik L M, “Query Click and Text Similarity Graph for Query Suggestions”, Machine Learning and Data Mining in Pattern Recognition LNAI series, Springer, 11th International Conference, MLDM 2015 Proceedings, Hamburg, Germany, Series ISSN 0302-9743 ISSN 1611-3349 (electronic), ISBN 978-3-319-21023-0 ISBN 978-3-319-21024-7 (eBook), DOI 10.1007/978-3-319-21024-7,  pp. 328-341,  July 20–21, 2015.
  10. Sejal Desai, Vinuth Chandrasheker, Vijay Mathapati, Venugopal K. Rajuk, Sundaraja S. Iyengar and Lalit M. Patnaik, “RSR : Related Search Recommendation with User Feedback Session “, In the Proceedings of the 9th European Conference on Data Mining 2015, Las Palmas de Gran Canaria, Spain , ISBN: 978-989-8533-39-5,  pp. 19-27,  July 21-24, 2015.
  11. Sejal D, Kamalakant T, Tejaswi V, Anvekar Dinesh, Venugopal K R, Iyengar S S and Patnaik L M, “WNPWR: Web navigation prediction framework for webpage recommendation” , In the Proceedings of IEEE 2nd International Conference on Recent Trends in Information Systems (ReTIS), Kolkata, ISBN : 978-1-4799-8349-0, pp.120-125, July 9-11, 2015.
  12. Sejal D, Shailesh K G, Tejaswi V, Dinesh Anvekar, Venugopal K R, S S Iyengar, L M Patnaik, “QRGQR: Query Relevance Graph for Query Recommendation”  In the Proceeding of IEEE Region 10 Symposium (TENSYMP), Ahmadabad,  pp.78-81, May 13-15, 2015.

 

National Conference 

  1. Sejal N, “Survey on Efficient Data Storage in RAM Clouds:DRAM”, In the Proceedings of National Conference on Recent Advances, RATE – 2012,  TJIT, Bangalore, March 2012.
  2. Sejal N, “Privacy Preserving OLAP in Distributed Environment”, In the Proceedings of National Conference on Recent Advances, RATE – 2012,  TJIT, Bangalore, March 2012.
  3. Sejal N, “Comparison of Pruning Methods for Decision Tree Induction” In the Proceedings of National Conference on Information Processing, AMC, Bangalore, November 2011.
  4. Sejal N, “Discover Patterns from Transaction Database whose Frequency Dramatically Changes Over Time”, In the Proceedings of National Conference on Information Processing, AMC, Bangalore, March 2010.
  5. Sejal N, “Continuous K-mean Monitoring with Low Reporting Cost in Sensor Networks”, In the Proceedings of National Conference on Information Processing, AMC, Bangalore, March 2010.
  6. Sejal N, “Delay Reduction using Adaptive Application Independent Data Aggregation (AIDA) Approach in Environmental Monitoring based on WSN”, In the Proceedings of National Seminar on Wireless Sensor Networks, AMC, November 2009.

 

 

 

  1. Hobbies : Painting, Rangoli 
  2. Sports 
  3. Music 
  4. Any other things