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Dr. Varsha Jadhav

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Member since: Thursday, 05 August 2021
Last Visit: Friday, 28 January 2022
Personal Profile
First Name
Dr. Varsha
Last name
Jadhav
Email Address
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Department
AI and DS
Date of Joining
1 July 2021
Designation
Assistant Professor
Academic Qualifications
Ph.D (Computer Engineering)
Professional Membership
IAENG
Extension
No Information Entered
Mobile Number
9975848116
Awards

1) Awarded as Best paper in the domain of Data Mining and Information Retrieval, in International Conference on Internet of Things, Next Generation Networks and Cloud Computing (ICINC)2016. 2) Awarded as Best paper of the session,2nd International Conference on Cognitive Knowledge Engineering(ICKE-2016). 3) Global Eminent Teacher Award 2021 for outstanding Service in Teaching, awarded by VIJ Trust, Thirunindravur, Tamil Nadu

AICTE Unique ID
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Date of Birth
22/06/1975
Professional Profile/ Research Profile
Certifications
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Professional Experience

18 years

Area of Interest

1) Machine Learning 2) Artificial Intelligence. 3) Data Science. 4) Data Structures. 5) Design and Analysis of Algorithms

Research Interest

Data Science

Technical Skills

1) R 2) Python

Teaching

1) Machine Learning 2) Artificial Intelligence. 3) Data Structures. 4) Design and Analysis of Algorithms

Projects
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Professional Contribution
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PhD Work

The Ph.D Thesis is entitled, “Intention Mining in Social Networking.” There is no specific definition of Intention and the research work defines intention using social networking text data. Twitter is used as source for text data. Practical implementation was made using R Language. Machine learning methods Bayes, MAXENT, Hidden Markov Model was used. Finally came out with Mathematical Model and named it, Subjectivity Ratio, for defining intentions. Also using the mathematical model Polarity Intention Algorithm was designed. Intentions were defined for the following live text data. 1) Prediction of Bihar Vidhan Sabha Election Results 2015. 2) Prediction of Cricket Test match results between India and South Africa 2015. 3) Prediction for the movies, ‘Sultan’ and ‘Madaari’. 4) Text data for 500 and 1000 notes banned.

Patents
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Copyrights
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Reviewer Assignments

Reviewer at International Conference on Smart Innovations in Design, Environment, Management, Planning and Computation, ICSIDEMPC-2020.

Funded Research Projects
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Consultancy Projects
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Books Published
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Country Visited
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Invited Talks

1. Invited to deliver Expert talk on “Communication Skills” on 25/01/2013 at Deogiri Institute of Engineering and Management Studies, Aurangabad. 2. Invited for Delivering invitee talk for undergraduate students of B.Sc. (CS) and B.C.S. on 4th Feb 2016 in the lecture series organized by department of Computer Science, Milind College of Science, Aurangabad. 3. Invited for the Expert Lecture on “Fundamentals of Programming Language” for Second year Computer Science and Engineering students on 19th August 2017, at Deogiri Institue of Engineering and Management Studies, Aurangabad.

Other
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Papers published in Journals

1) Varsha D Jadhav and Sachin N Deshmukh. Article: Mining Movie Intention using Bayes and Maximum Entropy Classifiers. IJCA Proceedings on International Conference on Cognitive Knowledge Engineering ICKE 2016(2):8-19, January 2018. 2) Varsha D. Jadhav, Sachin N. Deshmukh, “Predicting Bihar Vidhan Sabha Elections Results Bayesian Classifiers,” in International Journal of Emerging Trends & Technology in Computer Science (ISSN 2278-6856), Volume 5, Issue 2, March – April 2016.(Impact factor: 5.663) 3) Varsha D. Jadhav, Sachin N. Deshmukh, “Comparison of Classifiers for Sentiment Analysis,” International Journal of Innovations In Engineering, Research and Technology (IJIERT) ISSN 2394-3696, Volume-3,Issue-1, Jan.-2016.(Impact factor: 2.776) 4) Dr. Dhananjay R. Dolas, Varsha D Jadhav, “Implementation of Information Technology Tools for Supply Chain Management,” International Conference on Emerging Trends in Management and Technology 2016, 23rd – 24th December 2016,Special Issue 2016, KHOJ Journal of Indian Management Research and Practices, ISSN No.:0976-8262. Organized by, MAEER’S MIT School of Management, Pune & Savitribai Phule Pune University, Pune. 5) Varsha D. Jadhav, Sachin N. Deshmukh, “Twitter Intention Classification Using Bayes Approach for the Cricket Test Match Played Between India and South Africa 2015,” The International Journal of Rough Set and Data Analysis (IJRSDA), Volume 4, Issue 2,April-June 2017, ISSN:2334- 4598, eISSN:2334-4601,Copyright © 2017 IGI Global, indexed in ACM Digital Library; Cabell’s Directories; DBLP;Google Scholar. 6) Dr. Dhananjay R. Dolas, Varsha D. Jadhav, “Implementation of Information Technology Tools for Supply Chain Management,” KHOJ – Journal of Indian Management Research and Practices ISSN : 0976-8262 (Special Issue) 7) Dr. Dhananjay R.Dolas, Varsha D.Jadhav, “ Implementation of Information Technology Tools for Supply Chain Management,” GE-International Journal of management Research ISSN(O) (2321-1709),ISSN(P) (3294-4226),IF-5.779, International Conference on Emerging Trends in Management & Technology 2016 [ICETMT-2016], Published by- Associated Asia Research Foundation © MIT-SOM,Pune,India. 8) Payal Prakash Bansod, Varsha D. Jadhav, “A Semantic-Based Companion Approval for Social Networks,” Intenational Journal of Solid State Technology, ISSN:0038-111X (Scopus Indexed) 9) Ambreen F.A.H, Varsha D. Jadhav, “ Detection of Cyber-Aggressive Comments on Twitter Using Machine Learning Algorithms,” International Journal of Research and Analytical Reviews(IJRAR), E-ISSN 2348-1269,P-ISSN 2349-5138 (impact factor 5.75) 10) Payal Prakash Bansod, Varsha D. Jadhav, “Friend Recommendation System for Social Networks,” International Journal of Scientific Development and Research (IJSDR) , © August 2020, IJSDR , Volume 5, Issue 8, ISSN: 2455-2631. (impact factor 5.47). 11) Shubhangi B. Kamble, Dr. V.D. Jadhav, "A General Review of Human Face Image Detection Using MAchine Learning Classifier," International Journal of Engineering Science and Computing (IJESC),Volume 11, Issue No.05, May 2021,ISSN 2250-1371. 12) Shubhangi B. Kamble, Dr. V.D. Jadhav, ""Real Time Face, Color Image and Eye Detection Using Machine Learning Algorithm,"Journal of Huazhong University of Science and Technology,VOLUME 50 ISSUE 06 - 2021,PAPER ID: HST-0621-651,Elsevier (Scopus indexed)

Papers presented/published in International Conferences (abroad)
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Papers presented/published in International Conferences (India)

1) Varsha D. Jadhav, “ JPEG Compression Using Huffman Coding,” 2nd International Conference on Advances in Computer Vison and Information Technology (ACVIT-09), December 16th – 19th 2009, organized by Department of Computer Science and Information Technology, Dr. Babasaheb Ambedkar Marathwada University Aurangabad (MS) India. 2) Varsha D. Jadhav, Sachin N. Deshmukh, “ Mining Movie Intention Using Bayes and Maximum Entropy Classifiers,” 2nd International Conference on Cognitive Knowledge Engineering(ICKE-2016), December 21st to 23rd, 2016, organized by Department of Computer Science and IT, Dr. Babasaheb Ambedkar Marathwada University, Aurangabad. (Awarded as Best paper of the session) 3) Varsha D. Jadhav, Sachin N. Deshmukh, “Twitter Intention Classification Using Bayes Approach for the Cricket Test Match Played Between India and South Africa 2015,” in International Conference on Internet of Things, Next Generation Networks and Cloud Computing (ICINC)2016, ISSN:0975-8887. (Awarded as Best paper in the domain of Data Mining and Information Retrieval). 4) Dhananjay R. Dolas, Varsha D. Jadhav, “Reliability Modeling of Generator Using Weibull Distribution,” International Conference On Recent Advances In Statistics, 27th – 29th June 2016, Department of Statistics, University of Mumbai. 5) Dr. Dhananjay R. Dolas, Varsha D Jadhav, “Implementation of Information Technology Tools for Supply Chain Management,” International Conference on Emerging Trends in Management and Technology 2016, 23rd – 24th December 2016,Special Issue 2016. 6) Dhananjay R Dolas, Varsha D Jadhav, Sudhir D Deshmukh, “Scope of E-Commerce in India, “International Conference on Manufacturing Excellence (ICMAX – 2017), 3 – 4 March, 2017. (ISBN NO : 978-93-24457-41-5) organized by Production engineering department K.K. Wagh institute of Engineering Education & Research, Nashik & Savitribai Phule Pune university, Pune , pp 120-125. 7) 13. Dr. Dhananjay R.Dolas, Varsha D.Jadhav, “ Implementation of Information Technology Tools for Supply Chain Management,” International Conference on Emerging Trends in Management & Technology 2016 [ICETMT-2016], Published by- Associated Asia Research Foundation © MIT-SOM,Pune,India.(IF-5.779). 8) Dhananjay R. Dolas, Varsha D.Jadhav, “ System Reliability Analysis Using Computer Software, 2015 GITS-MTMI International Conference on innovations in ISTMWB, December, 27th-29th 2015, organized by Geetananjali Institute of Technology Studies,Udaipur,Rajasthan, India. 9) 18. Varsha D Jadhav, Dhananjay R Dolas, “Reinforcement Learning for sequence of words for the tweets 500 and 1000 notes banned,” International Conference on Recent Trends in Image Processing and Pattern Recognition, Department of Computer Science and IT Dr. Babasaheb Ambedkar Marathwada University, Aurangabad, January 3-4 ,2020 10) Dhananjay Dolas, Varsha Jadhav and Shrikrishna Pawar, “REVERSE LOGISTICS: OUTLINE AND APPROACH FOR SUPPLY CHAIN MA”AGEMENT,” CESDO-2020 (Conference on Engineering Systems Design and Optimization), February 27-28, 2020 at G H Raisoni College of Engineering and Management, Chas Ahmednagar, Maharashtra, India. 11) 20. Fatima Ambreen Abdul Hameed and Dr.Varsha Jadhav, “Novel Model for Detection of Cyber-Aggressive Comments on Social Media Platforms a Review,” International Conference on Smart Innovations in Design, Environment, Management, Planning and Computation, ICSIDEMPC-2020.(Accepted) (Scopus Indexed)

Papers presented/published in National Conferences/ seminars / symposia

1) Varsha D. Jadhav, “Image Compression,” Tectrix – 2K7 National Level Paper Presentation, held on 18 and 19 October 2007, at P.E.S. College of Engineering, Aurangabad. 2) 12. Dolas D.R. Jadhav V.D., “Opportunities and Challenges of E- Marketing,” Proceedings of 3rd National Conference on Recent Trends in Mechanical Engineering (NCRTME – 2018) Vol.I ISBN:978-81-931546-9-4. 3) Dhananjay R Dolas, Mandar C Lokhande, Shrikrishna Pawar, Varsha D Jadhav, Nitin Phafat, “ Supply chain management: Theories and perspective,” 59th National Convention of Indian Institute Industrial, Engineering and International Conference on Manufacturing and industrial Engineering, September 2017. 4) D.R. Dolas, V.D. Jadhav, S.N. Quadri, S.B. Pawar, N.G. Phafat, “Overview on Block chain Technology,”61st National Convention on Indian Institute of Industrial Engineering & 5th International Conference on Industrial Engineering (ICIE) 2019, ISBN: 978-93-86238-81-8.