Profile
Dr. Madhavi B Desai has completed PhD (Computer Engineering) from UTU in the year 2018. She is working as an Associate Professor and HOD, Computer Science & Engineering Department at R. N. G. Patel Institute of Technology-RNGPIT, Isroli, Bardoli since 2019. She has more than 17 years of academic experience. Her research interest includes Artificial Intelligence, Machine Learning, Deep Learning, Data Science, IOT, Data Mining, Image Processing, Pattern Recognition etc. She has published 15 research papers in SCI/Scopus/UGC Care Journals and presented 10 papers in reputed National/International Conferences. She has published/granted 5 Indian patents and also published one Book.
She has organized 15+ Workshops/STTP/Expert Talks in Association with CSI/GUJCOST/IEEE/ISTE Professional Communities and delivered expert talks in various Institutions in the domain of Machine learning, Artificial Intelligence, Pattern Recognition, Image Processing etc. She has contributed as a reviewer in Reputed Journals like Elsevier, Springer and Taylor and Francis and International Conferences. She is recognized PhD Supervisor in Gujarat Technological University.
Dr. Madhavi B. Desai
mbdesai@rngpit.ac.in
Dr. Madhavi B. Desai
Head and Associate Professor
Ph. D. (CE)
Experience 17 year
Area of Specialization
Computer Engineering
Subjects Taught
Data Structure, Operating System, Theory of Computation, Python for Data Science, Data Mining, Web Programming, Compiler Design, Data Science, AI/ML
Membership
Lifetime member of ISTE
Member of IEEE Membership number:95511880
Member of ACM Membership number: 4911059
Qualifications
| Qualification | University | Passing Year |
|---|---|---|
| P.hd | Uka Tarsadia University | 2018 |
| M.E | Gujarat Technological University | 2012 |
| B.E | Veer Narmad South Gujarat University | 2006 |
Publications
International Conference
Copy move and Image Splicing Image Forgery Detection Methods
Publisher : IEEE International Conference on Emerging Trends in Engineering, Science and Technology, Changa, Anand, Gujarat, India, 14-15
Duration: December, 2018
Performance analysis of image steganalysis against message size, message type and classification methods
Publisher : IEEE International Conference on Advances in Electronics, Communication and Computer Technology, Pune. pp. 295-302.
Duration: 2-3 Dec,2016
Selection of features for steganalysis based on Principle Feature Analysis
Publisher : International Conference on Innovative Systems (ICIS 2016), Bangalore.
Duration: 16-17 Dec, 2016
Survey on state of art universal image steganalysis techniques for jpeg images
Publisher : EIOCD international conference engineering: Issues, opportunities and challenges for development
Duration: 2015
Effectiveness of CF Moments and Prediction error Algorithm for Image Steganalysis
Publisher : IEEE international Conference on Communication Systems and Network Technologies, Rajkot, India. pp. 119-123.
Duration: 2012
National Conference
Gender Discrimination at work places
Publisher : National Conference on Women in 21st century: concerns
Duration: 2015
Survey on universal image steganalysis methods
Publisher : National Conference RACCT
Duration: 2012
Performance Study of Efficient Quick Sort and Other Sorting Algorithms for Repeated Data
Publisher : National Conference on Recent Trends in Engineering and Technology
Duration: 2011
E-learning Concepts and Issues
Publisher : 17th ISTE Gujarat Section Convention
Duration: 2012
Realization of Virtual University
Publisher : 17th ISTE Convention
Duration: 2012
International Journal
A Survey on Automatic Subjective Answer Evaluation
Publisher : Mili Publications, Vol. 20, Issue 11
Duration: September 2021
A Cloud Based Breast Cancer Risk Prediction System
Publisher : Springer
Duration: March 2022
Application development of diabetes mellitus prediction using machine learning approach
Publisher : Mili Publications, Vol. 20, Issue 11
Duration: September 2021
A survey on data privacy in electronic prescription
Publisher : Mili Publications,
Vol. 20, Issue 11
Duration: September 2021
A Hybrid DST-SBPNRM Approach for Compressed Video Steganography
Publisher : Multimedia Systems, Springer E-ISSN : 1432-1882
Duration: January 2021
An Efficient DCT-SBPM based Video Steganography in Compressed Domain
Publisher : International Journal of Information Technology, Springer pp. 1073-1078.(E-ISSN:2511-2112 )
Duration: 13, April 2021
Low Dimensional DCT and DWT Feature based Model for Detection of Image Splicing and Copy-move Forgery
Publisher : Multimedia Tools and
Applications, Springer
Duration: 2020
Hybrid Music Recommendation System Based on Temporal Effects
Publisher : Advances in
Intelligent Systems and Computing, Springer ( pp. 569-577, 2020 (E-ISBN : 978-981-15-1084-7)
Duration: 2020
DCT statistics and pixel correlation based blind image steganalysis for identification of covert communication
Publisher : International Journal of Computational Intelligence
Duration: 2020
Image Splicing Forgery Detection using DWT and Local Binary Pattern
Publisher : Lecture Notes in
Network and Systems, Springer. pp 233-242, 2020. (E-ISSN: 2367-3389)
Duration: 2020
PFA based Feature Selection for Image Steganalysis
Publisher : International Journal
of Bioinformatics Research and Applications (Inderscience: Scopus Indexed), Vol. 14, No. ½, pp. 119-130. (E-ISSN : 1744-5493)
Duration: 2018
ANOVA and Fisher Criterion based Feature Selection for Lower Dimensional Universal Image Steganalysiss
Publisher : International Journal
of Image Processing (CSC). Vol. 10(3), pp. 145-160. (ISSN - 1985-2304)
Duration: 2016
Survey of Image Steganography Techniques
Publisher : International Journal of Advance Research in Engineering, Science and Management, ISSN: 2394-1766.
Duration: 2015
Survey on Universal Image Steganalysis
Publisher : International Journal of Computer Science and Information Technologies, Vol. 5(3), pp. 4752-4759.
Duration: 2014
Novel Approach of Universal Image Steganalysis using Features derived from Gray Scale and Color Planes
Publisher : Vol. 3(6),1620-1625.
Duration: 2012
BOOK PUBLICATION
Published a book titled “Python Essential” via BlueRose Publication, ISBN: 978-93-5628-750-1, 2022.
Patent Published/Granted
Indian Design Patent Published “Helmet”, Design No. 356023-001, Date 02/01/2022.
Filed an Indian design patent “Surveillance Robot”, Application No. 351315-001
Filed an Indian design patent “Smartwatch” , Application No.: 356024-001
Filed an Indian design patent “Animal Health Monitoring Belt“ Application No. 390193-001
Published a utility patent “Stacked ensemble model for prediction of solar photovoltaic energy generation”, publication date: 24/02/2023.
EXPERT LECTURE DELIVERED
Delivered a session on: Introduction to social media analytics, Challenges and Applications" on 28/12/2020 in Gujcost sponsored STTP on : Big social Media Text Data Analytics 28/12/2020 to 2/1/2021 organized by Tapi Diploma Engineering College.
Delivered a talk on “Applications of Machine Learning”, in one Day webinar organized by Department of CSE, Pragati Engineering College (A), Surampalem, E. G. Dist.,Andhrapradesh, India, 27 May 2021.
Delivered a talk on “Applications of Artificial Intelligence in engineering” in ISTE sponsored faculty development Program on 17 September 2020 at A Y Dadabhai Technical Institute, Kosamba
Delivered a talk on “Pattern Recognition and it’s applications”, in Faculty Development Program on 17 August 2020, N G Patel Polytechnic.• Delivered a talk on “Machine learning and its use cases” in Faculty Development Program on 29 July 2020, N G Patel Polytechnic.
Delivered a webinar on “Machine Learning and its applications” in Bootcamp with SSIP, RNGPIT on 28 Apr 2020.
Delivered a talk on “Classification tools and techniques” on 16 April 2019 at B Voc Software Development, R N G P I T.
Delivered a talk on “C Programming for Engineers” on 6-13 August 2016, Electronics and Communication Department, S N P I T & R C, Umarakh.
Delivered a talk on “Practices of Cyber Security”, on 9 January 2016, Computer Engineering Department, S N P I T & R C, Umarakh.
FDP/STTP/WORKSHOP ATTENDED
ATAL-FDP on “Artificial Intelligence”, Sarvajanik Collge of Engineering and Technology
Duration: 23-11-2020 to 27-11-2020
ATAL-FDP on “Data Science”, K.E. Society’s Rajarambapu Institute Of Technology Rajaramnagar
Duration: 16-9-2020 to 20-09-2020
TEQIP-III Sponsored FDP, Advanced Research Trends in Artificial Intelligence, Pattern Recognition and Image Processing, BIPIN TRIPATHI KUMAON INSTITUTE of TECHNOLOGY
Duration: 25-09-2020 to 30-09-2023
Faculty Develop Program on NBA, Bharati Vidyapeeth College Of Engineering, Navi Mumbai – 400614.
Duration: 09-05-2020
5 days FDP on Latex and it’s applications for research, Vidhvardhaka college of engineering, Mysuru.
Duration: 20-07-2020 To 24-07-2020.
FDP on Outcome based Education, Dr D Y Patil Institute of Technology, Pimpri, Pune
Duration: 10-9-2020 to 16-09-2020
Cybersecurity and its Practices, St.Joseph’s College of Engineering, Chennai.
Duration: 20-06-2020 to 21-06-2020.
Workshop on Introduction to Machine Learning, S. N. P. I. T & R. C, Umrakh, Organized by IIT Kharagpur.
Duration: 16-12-2017 To 17-12-2017
Workshop on Deep Learning, IIT Bombay.
Duration: 30 December 2017
Faculty Development Programme on: Fundamentals of Presentation and Presentability”, Centre of Humanities and Development, UTU.
Duration: 10-04-2004 To 24-07-2017
Workshop on “Fundamentals of Cloud Computing”, CGPIT, UTU
Duration: 3-04-2017 and 4-04-2017
Short Term Training Programme on Big Data Analytics, SVNIT, Surat
Duration: 27-06-2016 to 01-07-2016
National Seminar on Computer Vision and Image Processing jointly organized by IEEE Gujarat Section, SCET, Surat and SVNIT, Surat
Duration: 19-09-2014 and 20-09-2014
Two-week ISTE Workshop on Computer Networking conducted by IIT Bombay, at SNPIT & RC, Umrakh
Duration: 28-05-2014 to 05-06-2014
Two-week ISTE Workshop on Computer Programming conducted by IIT Bombay, SNPIT, Umrakh
Duration: 20-05-2014 and 21-05-2014
Two-week ISTE Workshop on Database Management Systems conducted by IIT, Bombay, SNPIT, Umrakh
Duration: 21-05-2013 to 31-05-2013
Workshop on Soft Computing jointly organized by EC, SCET, IEEE Student branch and IEEE Gujarat Section, SCET, Surat
Duration: 16-03-2013
Workshop on “Pattern Recognition” jointly organized by EC, SCET, IEEE Student branch and IEEE Gujarat Section, SCET, Surat
Duration: 09-03-2013
National Level STTP on “Recent Trends in Computational Intelligence” sponsored by GUJCOST and technically sponsored by IEEE Gujarat Section/ISTE/IE, ADIT, Vallabh Vidyanagar
Duration: 01-07-2013 to 05-07-2013
Two-day ISTE Workshop on Aakash for Education, conducted by IIT-Bombay, SNPIT Umrakh
Duration: 10-11-2012 and 11-11-2012
Two-week ISTE Workshop on Introduction to Research Methodology conducted by IIT-Bombay, SNPIT, Umrakh
Duration: 25-06-2012 to 04-07-2012
FDP on :Art of Being Effective Teacher organized by SNPIT &RC, Umrakh under the banner of ISTE Faculty Chapter, SNPIT, Umarakh
Duration: 20-11-2011 to 22-11-2011
One day skill Development Training Programme on Creativity and Innovation organised by Chemical Engineering and Huminity Department of N.G.Patel Polytechic in collaboration with Nodal Institute-Chemical & Petrochemical Sectors, N.G. Patel Polytechnic
Duration: 09-04-2010
RAD Certification Workshop, IBM Academic Initiative, ADIT, V.V. Nagar
Duration: 27-07-2009 to 31-07-2009
STTP on Hands on Experience with Linux organized by CSI, Surat and SCET, Surat
Duration: 06-06-2005 to 14-06-2014
Achivements
Reviewer of the Journals like Cogent’ (Scopus Indexed Taylor And Francis), Plose One’ (Peer Reviewed), Arabian Journal for Science and Engineering , Springer, Pattern Recognition, Elsevier, Applied Intelligence, Springer.
Reviewer of the Conferences like PiCET-2020 (Parul Univeristy Conference), ICATCT-2K20, jaipur, Indicon IEEE Conference 2019, CEES 2020, CHSN 2021, Tensymp 2022, ASCIS-2023.
Reviewer of Book in Digital Innovation for Pandemic : Concepts, Challenges, Constraints and opportunities”, published by CRC, Taylor and Francis, USA in 2022.
NPTEL certification “Introduction to Research”, IIT Madras, Feb-April 2019.
NPTEL certification “Data Mining”, IIT Kharagpur, Feb-April 2019.
Completed Certification Course on Coursera “AI for Everyone” by deeplearning.ai, 29-05-2020.
Completed Certification Course on Coursera “Linux for Developers”, by the Linux Foundation, 18-06-2020.
Completed Certification Course on IBM Academic Inititative “Python for Data Science”, by IBM Cognitive class, 31-05-2020.
Completed Certification course on “Guide to reference managers: How to effectively manage your references”, Elsevier Research Academy, 10-04-2020.
Completed Certification course on “How to prepare your manuscript”, Elsevier Research Academy, 10-04-2020.
Completed Certification Course on “Structuring your article correctly”, Elsevier Research Academy, 10-04-2020.