Teaching Experience: (20 Years)
2015- till date
Assoc. Professor & HoD CSE (AI&ML), Rajarambapu Institute of Technology, Rajaramnagar.
2011-2015
Assistant Professor & HOD (CSE), Rajarambapu Institute of Technology, Rajaramnagar.
2010-2011
Assistant Professor in CSE, Rajarambapu Institute of Technology, Rajaramnagar.  
2003-2010
Lecturer in CSE, Rajarambapu Institute of Technology, Rajaramnagar.
Research Experience (3 Years)
2015-2018
QIP Research Scholar at Walchand CoE, Sangli

 

• Database Engineering and Mining
• Machine Learning
• Data Analytics

A) Publications (in International Journals)

1. A least square approach to analyze usage data for effective web personalization – at IJCER, Sept 2011.
2. A least square approach to analyze usage data for effective web personalization – at IJCTA, Oct 2011.
3. Book chapter for book title: Data Science and Big Data: An Environment of Computational Intelligence published by Springer-Verlag on titled “Enhanced Over_Sampling Techniques for Imbalanced Big Data Set Classification” under the topic of interest – “Computational Intelligence”, Vol.24, pp.49-81, 2017.
4. Predictive Statistics of Imbalanced Rainfall Data: Effect of MMMmOT on R Package (Forecast) - Using Hadoop Framework - Academic Science – International Journal of Innovations & Advancement in Computer Science(IJIACS), Volume 6, Issue 11, pp. 367-374, Nov. 2017. ISSN: 2347 – 8616, DIIF Impact Factor Value65. ((UGC Approved))
5. Improved Classification of Large Imbalanced Data Sets Using Rationalized Technique: Updated Class Purity Maximization Over_Sampling Technique (UCPMOT), Springer J Big Data (2017) 4: 49, 4:49 pp. 1-32, ISSN:2196-1115, (Open Access, H-Index - 5, Scopus) DOI: https://doi.org/10.1186/s40537-017-0108-1 (Scopus and SCI indexed)
6. Practice Based Closure Quality Loop Optimization in Teaching Learning Process: A Case Study in Software Engineering Design, International Journal of Education and Learning Systems (IJELS), Volume 3, pp. 16-20, 2018 ISSN: 2367-8933
7. Design of SMART(Secure, Multichannel, Adaptive, Real Time, Tiny)   Gateway  for Cyber Physical System, International Journal of Computers (IJC), Volume 3, pp. 20-26, 2018 ISSN: 2367-8895
8. Handling of Class Imbalanced Problem in Big Data Sets: An Experimental Evaluation (UCPMOT), IJCSE, Volume-6, Special Issue-1, Feb 2018, pp. 1-9. E-ISSN: 2347-2693 ((UGC Approved))
9. Book chapter in book title:  "Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications" published by CRC Press, Taylor & Francis Group on titled “ Handling of Medical Imbalanced Big Data Sets for Improved Classification using Adjacent_Extreme Mix Neigbours Over-Sampling Technique (AEMNOST)”, 1, pp.113-133, 2018. eBook ISBN: 9781351030373
10. Cluster based Under_Over Sampling Technique to Handle Imbalanced Big Data Set Classification, IJRECE, Volume 6, Special Issue-3, Sept. 2018, pp. 861-867. E-ISSN (Print): 2393-9028 E-ISSN (Print): 2348-2281 ((UGC Approved))
11. Minority Majority Mix mean Over_Sampling Technique: An Efficient Technique to Improve Classification of Imbalanced Data Sets, AISC, vol. 1025, no.1, pp. 501-510, 2019. DOI: https://doi.org/10.1007/978-981-32-9515-5_48, ISSN: 2194-5357. ((Scopus Indexed and UGC Approved))
12. Micro Clustering Methodology for Document Objects using Deep Learning Techniques, International Journal of Engineering and Advanced Technology (IJEAT), Volume 9, issue 2, Dec. 2019, pp. 1546-1552, ISSN: 2249-8958. (DOI: 35940/ijeat.B3716.129219) ((UGC Approved))
13. Improving Students Engagement Through Active Learning Strategies: Case study based Active Review Sessions and Skillathon, JEET, Vol. 33, pp. 340-345, Jan. 2020, ISSN: 2394-1707. ((Scopus Indexed and UGC Approved))
14. Investigation of imbalanced big data set classification: Clustering minority samples over sampling technique, AISC, vol. 1162, pp. 299-310, Jun. 2019. ISSN: 2194-5357. ((Scopus Indexed and UGC Approved))
15. Fingerprint-Based Gender Classification by Using Neural Network Model, AISC, vol. 1155, pp. 318-325, Aug. 2020. ISSN: 2194-5357. ((Scopus Indexed and UGC Approved))
16. Development of an Personalized Adaptive Learning System to improve students learning performances, Turkish Journal of Computer and Mathematics Education, 12, pp. 2339-2342, June. 2021. ISSN: 1309-4653. ((Scopus Indexed and UGC Approved))
17. A Survey on Crop Yield Prediction using Machine Learning, Turkish Journal of Computer and Mathematics Education, 12, pp. 2343-2347, June. 2021. ISSN: 1309-4653. ((Scopus Indexed and UGC Approved))
18. Quality Circle: A Case Study on Automatic Token Generation System for RIT Library, JEET, Vol. 35, pp. 64-68, Aug. 2021, ISSN: 2394-1707. ((Scopus Indexed and UGC Approved))

B) Publications (in Indian Journals)

Nil

C) Publications (in peer-reviewed conferences held abroad)

• Enriched Over_Sampling Techniques for Improving Classification of Imbalanced Big Data - IEEE Third International Conference on Big Data Computing Service and Applications, 7-10 April 2017, San Francisco – U.S.
• Practice Based Closure Quality Loop Optimization in Teaching Learning Process:A Case Study in Software Engineering Design, 14th International Conference on ENGINEERING EDUCATION (EDUCATION '18) at Murray Edwards College, University of Cambridge, UK (16-18th Feb 2018)
• Design of SMART(Secure, Multichannel, Adaptive,  Real Time, Tiny)   Gateway  for Cyber Physical System, 18th International Conference on Electronics, Hardware, Wireless and Optical Communications (EHAC '18) at Murray Edwards College, University of Cambridge, UK (16-18th Feb 2018)

D) Publications /Presentation(in peer-reviewed conferences held in India)

• Biomedical Engg- at International Conference FISAT, Kerala
• The Server Reassignment Problem for Load Balancing in Structured P2P Systems –at ACCEE, Kerala – ACT 2009.
• The Server Reassignment Problem for Load Balancing in Structured P2P Systems –at ICFCA-Bangalore, Feb 2010. Published by IJCA.
• A least square approach to analyze usage data for effective web personalization – at AET-ACS, Dec 2011.
• A Technique For Automatic Template Extraction From Heterogeneous Web Pages– at 2013 IEEE International Conference on Computing, Communication and Networking Technologies - ICCCNT 2013.
• Interpretation of user intention via textual and visual resemblance Pages– at 2013 IEEE International Conference on Computing, Communication and Networking Technologies - ICCCNT 2013.
• Automatic Generation of Emotions for Social Networking Websites using Text Mining - at2013 IEEE International Conference on Computing, Communication and Networking Technologies - ICCCNT 2013.
• Framework for Query Recommendation on Large Scale Web Graphs - at2013 Elsevier - ICCIIT 2013
• Technology Enhanced Teaching Learning using Palm Devices– at BVB Hubli, ICTIEE 2014.
• Enabling Multilevel Trust Privacy Preserving Data Mining using Random Rotation Based Data Perturbation – Second International Conference on “Emerging Research in Computing, Information, Communication and Applications” (ERCICA-14), Published by Elsevier.
• Computing Interesting Measures and Mining For Data Cube- Second International Conference on “Emerging Research in Computing, Information, Communication and Applications” (ERCICA-14), Published by Elsevier.
• Extraction of Incremental Information Using Query Evaluator- First International Conference on Networks & Soft Computing – ICNSC-14 , IEEE Xplore.
• A Hybrid Approach for Improving Web Document Clustering Based on Concept Mining - ‘THIRD INTERNATIONAL CONFERENCE ON “EMERGING RESEARCH IN COMPUTING, INFORMATION, COMMUNICATION AND APPLICATIONS” - ERCICA-2015, Published by SpingerLink.
• Privacy Preserving for Spatio-Temporal Data Publishing Ensuring Location Diversity Using K-Anonymity Technique, IEEE International Conference on Computer, Communication and Control (IC4-2015), Published by IEEE.
• Enhanced SMOTE Algorithm For Classification Of Imbalanced Big-Data Using Random Forest -5th IEEEInternational Advanced Computing Conference (IACC 2015), BMSCE, Bangalore.
• Performance Evaluation of Categorizing Technical Support Requests using Advanced K-Means Algorithm - 5th IEEEInternational Advanced Computing Conference (IACC 2015), BMSCE, Bangalore.
• Classification of Multiclass Imbalanced Big-Data – First Rajarambapu Institute of Technology- National Conference for Post Graduate Students, 1st May 2015, RIT Rajaramnagar.
• Performance Evaluation of Clustering Technical Support Requests Using Modified Approaches in K-Means Algorithm - FirstRajarambapu Institute of Technology- National Conference for Post Graduate Students, 1st May 2015, RIT Rajaramnagar.
• Privacy Preserving for Location Diversity using K-Anonymization in Spatio Data - First Rajarambapu Institute of Technology- National Conference for Post Graduate Students, 1st May 2015, RIT Rajaramnagar.
• Semantic Approach for Improving Web Document Clustering using K-means - First Rajarambapu Institute of Technology- National Conference for Post Graduate Students, 1st May 2015, RIT Rajaramnagar.
• Predictive Statistics of Imbalanced Rainfall Data: Effect of MMMmOT on R Package (Forecast) - Using Hadoop Framework - 5thInternational Conference on Advancement in Engineering, Applied Science and Management (ICAEASM-2017)at Institution Of Electronics and Telecommunication Engineers, Ganganagar, Bengaluru, Karnataka, India on 26th November 2017, ISBN: 978-93-87433-02-1, pp. 360-367
• Cluster based Under_Over Sampling Technique to Handle Imbalanced Big Data Set Classification, Conference Proceeding of ICRTESM-2018 at Osmania University Campus,Hyderabad, Telangana, India on 5th August 2018, ISBN: 978-93-87433-32-8, pp. 460-467
• Driving Style Analysis Using Machine Learning Techniques: NMFNOST, IEEE - International Conference on Electrical, Communication, Electronics, Instrumentation and Computing - (ICECEIC), Jan 2019, pp. 181.
• Improving Students Engagement Through Active Learning Strategies: Case study based Active Review Sessions and Skillathon, ICTIEE 2020, Hyderabad, 5-7 Jan. 2020, pp. 24.
•  Finger print based gender classification by using neural network model, 5th         International Conference on Computing in Engineering & Technology (ICCET 2020), Nanded 9-11 Jan. 2020.
• A review on summarization techniques: need for user specific summaries, International Conference on Research and Developments in Engineering and Technology, Management and Sciences,  Chennai, 22^nd Dec. 2019, pp. 26.

E) National Conference

• e-Governance- at National Conference, RTIT,2007, Shegaon
• ARP Cache poisoning - prevention & detection– atSIES, Mumbai
• Improved Over_Sampling Techniques for Handling Imbalanced Big Data Set Classification National Level Research Symposium on Computing - RSC 2016 organized by Dept. of CSE & IT under ACM chapter at WCE Sangli.
• Handling of Class Imbalanced Problem in Big Data Sets: An Experimental Evaluation (UCPMOT) at National Level Research Symposium on Computing - RSC 2017organized by dept. of CSE & IT under ACM chapter at WCE Sangli (ISBN: 978-81-931546-8-7, Dec. 15-16, 2017.)
• Vishal Nathgosavi and Dr S S Patil, “Analysis and prediction of crop yields underlying agricultural policies”, Fifth National Research Symposium (RCS 2021), Mar.2021
• Pratik Jadhav and Dr S S Patil, “Development of an Personalized Adaptive Learning System to improve student’s learning performances”, Fifth National Research Symposium (RCS 2021), Mar.2021
• Analysis and prediction of crop yields underlying agricultural policies, Fifth National Research Symposium (RCS 2021), May 2021, pp.19.
• Quality Circle: A Case Study on Automatic Token Generation System for RIT Library, National Symposium on Enhancing Quality & Driving Change in Higher & Technical Education through NEP-2020, May 2021.
•  

F) International Conference

Nil

G) Book

i) Books Published

Nil

ii) Chapters in Book

• Book chapter for the book title: Data Science and Big Data: An Environment of Computational Intelligence published by Springer-Verlag on titled “Enhanced Over_Sampling Techniques for Imbalanced Big Data Set Classification” under the topic of interest – “Computational Intelligence”, Vol.24, pp.49-81, 2017.
• Book chapter in book title:  "Medical Big Data and Internet of Medical Things: Advances, Challenges and Applications"published by CRC Press, Taylor & Francis Group on titled “ Handling of Medical Imbalanced Big Data Sets for Improved Classification using Adjacent_Extreme Mix Neigbours Over-Sampling Technique (AEMNOST)”, Vol.1, pp.113-133, 2018.

H) Patents

Nil

Membership of professional bodies

• ISTE (Life Member) – LM63040

Awards

• Awarded as “Distinguished Facilitator” by Infosys, Pune under Inspire faculty contest 2013.
• Best Paper Award - Oral paper at WCE Research Symposium on Computing (RSC) Dec, 2017 (Paper Titled: Handling of Class Imbalanced Problem in Big Data Sets: An Experimental Evaluation (UCPMOT))

Achievements

• Awarded Bronze Partnership for consecutive 4 years (2011-2015) by Infosys under Campus Connect program.
• Have given a Plenary talk at World Scientific and Engineering Academy and Society (WSEAS) 18^th International Conference on ARTIFICIAL INTELLIGENCE, KNOWLEDGE ENGINEERING and DATA BASES (AIKED '18) at Murray Edwards College, University of Cambridge, UK (16^th – 18^th 2018)
• Have worked as a session Chair for one of a IEEE executed Third International Conference on Big Data Computing Service and Applications, 7-10^th April 2017 at San Francisco – U.S.
• Delivered three expert IUCEE webinars on teaching-learning process

Development of Enhanced Techniques for Handling Big Data Streams (Ph.D. Thesis Topic)

• Imbalanced Data set Handling
• Classification problem
• Contributions of the Research Work: Six new over sampling techniques
• Safe-Level based Synthetic Sample creation (SSS): A data level method
• Lowest versus Highest (LVH): A new multi-class management method
• New approaches to address various data characteristics affecting the classification performance of imbalanced Big Data sets such as the concept of Pure Learning, elimination of overlapping scenario and better learning from over sampled data sets

Worked as a Co-PI for S. U. Kolhapur, Research Initiation Scheme – 2019 of costing 45,000/- at RIT on Categorizing drivers for safety in road transport by supervising GPS   based vehicle speed using enhanced over_sampling mining techniques

• Designing algorithm & techniques to handle inputs
• Critical analysis of research results

Working as a PI for In-house seed funding project of costing 30,000/- at RIT on "Drone based monitoring of non-build-up plot under municipal corporation”

• Learning the Drone interface
• Database designing
• Designing algorithm & techniques to handle inputs
• Critical analysis of research results

Working as a PI for externally funded project under RGSTC scheme, S. U. Kolhapur of costing 3,50,000/- on topic: "9th Sense Web Portal for MSME’s and NGOs using AI, ML and Data Science”

• Learning the Web and Android interface, Selenium web driver
• Web development tools
• Designing algorithm & techniques to handle inputs

Earth Logicware Technologies, Kolhapur

• Modification of basic database design of “Dairy Billing System” project

Vision Software, Pune

• Database design solutions of  “Society Supremo” project

Softiusprime IT Solutions, Sangli

• Assisted for “School ERP System” modules completion: System setting module / Front office module / Fee collection module

Sunan Technology LLP, Islampur

• •    Client name: Links LifeSciences LLP
  • Project Name - Create website in word press
  • Website: https://linkslifesciences.com/
• •    Client name: Transfinite Innovative Solutions Pvt Ltd
  • Project Name - Digital Marketing
  • Website: https://transfinite.one/
• •    Internship Program to 3 Students