Computer Science & Engg

Home

Dr. S. S. Patil

Dr. S. S. Patil

Assistant Professor

Department:Computer Science & Engineering

Email:This email address is being protected from spambots. You need JavaScript enabled to view it.

 

Education

Ph. D. (CSE), QIP Scholar

Walchand College of Engineering, Sangli MH

M. Tech. (CST) (2010)

DoT, Shivaji University, Kolhapur MH

B. E. (CSE) (2003)

TKIET, Warananagar MH

Experience

Teaching Experience: (13 Years)

2018-19

Assistant Professor, 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

Research Area(s)

  • Database Engineering and Mining
  • Data Analytics

Key Publications

A) Publications (in international journals)

  • A least square approach to analyze usage data for effective web personalization– at IJCER, Sept 2011.
  • A least square approach to analyze usage data for effective web personalization– at IJCTA, Oct 2011.
  • 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 Value 2.65.
  • 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, 4:49pp. 1-32, ISSN: 2196-1115, (Open Access, H-Index - 5, Scopus)DOI: https://doi.org/10.1186/s40537-017-0108-1
  • 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
  • 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
  • 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
  • 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

B) 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)

C) 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– at2013 IEEE International Conference onComputing, Communication and Networking Technologies - ICCCNT 2013.
  • Interpretation of user intention via textual and visual resemblancePages– at2013 IEEE International Conference onComputing, Communication and Networking Technologies - ICCCNT 2013.
  • Automatic Generation of Emotions for Social Networking Websites using Text Mining - at2013 IEEE International Conference onComputing, 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 BasedData 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 ClassificationConference Proceeding of ICRTESM-2018 at Osmania University Campus,Hyderabad, Telangana, India on 5th August 2018, ISBN: 978-93-87433-32-8, pp. 460-467

D) 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.)

E) Book Published

i) Book

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.

Professional Distinctions

  • Membership of professional bodies
    • ISTE (Life Member)
  • 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.

Key Research Projects

  • Worked as a co-PI for In-house research funding project of costing 37,000/- at RIT on "Ontology based information retrieval systems” in 2012-13.
  • An Approach towards Capturing user intention based on Visual and Textual Similarity
  • A Technique for Automatic Template Extraction From Heterogeneous Web pages
  • Framework for a recommendation on large scale web graphs using Heat Diffusion
  • Automatic generation of emotions using text mining for social networking websites
  • Design & Analysis of Reconfigurable Platform for Frequent Pattern Mining 
  • Data Extraction for Deep web using Wordnet