G. Sudhamathy
Assistant Professor (SS)
Department of Computer Science
School of Physical Sciences and Computational Sciences
Contact Phone Number: 9840462438
Email Id: sudhamathy_cs@avinuty.ac.in
sudhamathy25@gmail.com
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Qualification
MCA, Ph.D.
Experience
10.5 Years IT Industry
15 Years Academic & Research
Specialization
Data Science and Analytics
Research Guidance
Research Guidance
AWARDED
M.Phil : 1
ONGOING
Ph.D : 04
Research Profile
Research Profile
Official website - www.avinuty.ac.in/
ORCID - 0000-0001-8320-1067
Scopus - https://www.scopus.com/authid/detail.uri?authorId=36642999900
https://scholar.google.com/citations?user=Y-OrxUoAAAAJ&hl=en&authuser=2
Publications
Publications
Books (1)
R Programming – An Approach to Data Analytics, MJP Publishers, ISBN - 978-81-8094-408-6
Book Chapters (0)
Journal Publications (12)
1. G. Sudhamathy and G. Raja Meenakshi, “Prediction On IPL Data Using Machine Learning Techniques In R Package”, ICTACT Journal On Soft Computing, October 2020, Volume: 11, Issue: 01 ISSN: 2229-6956.
2. V.Rachel, Dr. G. Sudhamathy, Dr. M. Parthasarathy, “Analytics on Moodle Data Using R Package for Enhanced Learning Management”, International Journal of Applied Engineering Research, Volume 13, Number 22 (2018) pp. 15580-15610, ISSN 0973-4562.
3. G. Sudhamathy, Padmavathi G., “Analytics on Web Logs for Exploring User Behavior Patterns using R Package”, International Journal of Theoretical & Applied Sciences, Vol. 10 (1) pp. 1 – 10, February 2018, ISSN No. - 2249-3247.
4. Sudhamathy G., Thilagu M., Padmavathi G., “Comparative Analysis of R Package Classifiers Using Breast Cancer Dataset”, International Journal of Engineering and Technology (IJET), Vol. 8, Issue 5, 2016, Page No. 2127 – 2136 ISSN No. - 0975-4024.
Impact Factor – 0.31, Scopus Indexed
5. Sudhamathy G., “Credit Risk Analysis and Prediction Modelling of Bank Loans Using R”, International Journal of Engineering and Technology (IJET), Vol. 8, Issue 5, 2016, Page No. 1954 – 1966 ISSN No. - 0975-4024, Impact Factor – 0.31, Scopus Indexed.
6. Jothi Venkateswaran C., Sudhamathy G., “Ontology Based Navigation Pattern Mining For Efficient Web Usage” International Journal of Engineering and Technology (IJET), Vol. 7, Issue 1, 2015, Page No. 280 – 289 ISSN No. - 0975-4024, Impact Factor – 0.31, Scopus Indexed.
7. Jothi Venkateswaran C., Sudhamathy G., “Pre Processing of Web Logs – An Improved Approach For E-Commerce Websites”, International Journal of Engineering and Technology (IJET), Vol. 7, Issue 1, 2015, Page No. 234 – 244 ISSN No. - 0975-4024, Impact Factor – 0.31, Scopus Indexed.
8. Sudhamathy G., Jothi Venkateswaran C., “Fuzzy Temporal Clustering Approach for E-Commerce Web Sites”, International Journal of Engineering and Technology (IJET), Vol. 4, Issue 3, 2012, Page No. 119 – 132 ISSN No. - 0975-4024, Impact Factor – 0.31, Scopus Indexed. No. of Citations – 8.
9. Sudhamathy G., Jothi Venkateswaran C., “An Efficient Hierarchical Frequent Pattern Analysis Approach for Web Usage Mining”, International Journal of Computer Applications (IJCA), Vol. 43, Issue 15, 2012, Page No. 1 – 7, ISSN No. 0975-8887, Impact Factor – 0.81, No. of Citations – 3
10. Sudhamathy G., Jothi Venkateswaran C., “Matrix Based Fuzzy Clustering for Categorization of Web Users and Web Pages”, International Journal of Computer Applications (IJCA), Vol. 43, Issue 14, 2012, Page No. 43 – 47, ISSN No. 0975-8887, Impact Factor – 0.81
No. of Citations – 2.
11. Sudhamathy G., Sarojini Illango B., Jothi Venkateswaran C., “A Comparative Study on Web Log Clustering Approaches”, Communications in Computer and Information Science, Springer-Verlag Berlin Heidelberg, Vol. 269, 2012, Page No. 402 – 411, ISSN No. 1865-0929
Scopus Indexed, Impact Factor – 0.14.
12. Sudhamathy G., Jothi Venkateswaran C., “Web Log Clustering Approaches – A Survey”, International Journal on Computer Science and Engineering (IJCSE), Vol. 3, Issue 7, 2011, Page No. 2896 – 2903, ISSN No. 0975-3397, No. of Citations – 5.
Conference Publications (0)
Awards and Achievements
Awards and Achievements
Invited Lecture on the Topic "R Programming - An Approach to Data Analytics" to the College of Computer Studies, AMA International University, Bahrain on 28th March 2021.
Academic and Other Responsibilities
Academic and Other Responsibilities
Organizing Secretary in "Two Days International Webinar on Data Analytics & Business Processes" conducted by the Department of Computer Science and Department of Business Administration, Avinashilingam University in collaboration with Kyungpook National University Daegu, South Korea on 11th February 2021 and 12th February 2021.
Organizing Secretary in the "Webinar on Advanced Concepts in IOT" conducted by the Department of Computer Science, Avinashilingam University on 17th July 2020.
Organizing Secretary in UGC and DST-CURIE Sponsored "International Conference on SMAC" conducted by the Department of Computer Science, Avinashilingam University on 9th February 2018.
Organizing Team Member in SERB Sponsored One Day Seminar on “Opportunities in Assistive Technology” conducted by the Department of Computer Science, Avinashilingam University on 26th October 2016.
Organizing Team Member in “Digital Skill Development Programme for School Students” conducted by the Department of Computer Science, Avinashilingam University on 28th to 30th September 2016.
Organizing Team Member in Two Days Seminar on “Practices on Digital Services for the Nation Building” conducted by the Department of Computer Science, Avinashilingam University on 3rd and 4th March 2016.
Organizing Team Member in UGC Sponsored Two-Day National Conference on “Internet of Things” conducted by the Department of Computer Science and Department of Information Technology, Avinashilingam University on 18th & 19th February 2016.
Organizing Team Member in UGC Sponsored National Seminar on “Big Data Challenges and Opportunities” conducted by the Department of Computer Science, Avinashilingam University on 19th & 20th February 2015.
Organizing Team Member in One Day Power Seminar on “Big Data and Business Analytics” Sponsored by ICTACT and Avinashilingam University and Organized by the Department of Computer Science, Avinashilingam University on 12/12/2014.
Organized a Two Days Faculty Development Workshop on “Real Time Applications on Embedded Systems and Mobile Computing” Sponsored by Anna University, Madurai, for the Faculties of Department of Computer Applications, K.L.N. College of Information Technology, Madurai.
Organized a One day Seminar on “Orientation on Software Project Management Concepts” for students and staff of Department of Computer Applications, Velammal College of Engineering and Technology, Madurai. Invited guest speakers from Industry, Academic and Corporate Trainers.
Organized Workshop on “Spoken Tutorial on PHP, MySQL and LINUX” for the students of Department of Computer Applications, Velammal College of Engineering and Technology, Madurai. Workshop undertaken by IIT, Bombay – Funded by Ministry of Human Resource Development, Government of India
Coordinated with students to conduct National Level Technical Symposium.
Attended
UGC Sponsored Refresher Course on “Data Analytics and Machine Learning” organized by HRDC, Kerala University, Trivandrum from 23/02/2021 to 08/03/2021.
UGC Sponsored “Refresher Course in Computer Applications (ID)” organized by Human Resource Development Centre, Bharathiar University, Coimbatore From 17th November 2017 to 7th December 2017.
UGC Sponsored “110th Orientation Programme” organized by Human Resource Development Centre, Bharathiar University, Coimbatore From 18th November 2015 to 15th December 2015.
Faculty Development Program on “Team Building and Leadership Skills” organized by Tata Consultancy Services and Training & Placement Cell, Velammal College of Engineering and Technology, Madurai on 4th February 2012.
Two days Faculty Development Program on “Corporate Communication and Organizational Dynamics” organized by Training and Placement Cell, VCET, Madurai on 14th & 15th November 2011.
Two Days Research Workshop on Data Analytics Using R TEQIP (Technical Education Quality Improvement Programme) / PSG College of Technology, Coimbatore / PSG College of Technology, Coimbatore 10th to 11th Sep 2016
Workshop on Big Data Analytics NIIT Trichy Department of Computer Applications and Department of Computer Science and Engineering, NIIT Trichy 13th Dec 2014
Professional Development Course “Database Design and Programming with SQL” ICTACT & ORACLE Academy ICTACT 8th to 12th Dec 2014
National Level Workshop on “Big Data Analytics” Anna University, Coimbatore Department of Information Technology, Anna University 26th & 27th Dec 2014
National Workshop on “Intellectual Property Rights IPR – 2014” DST – CURIE Avinashilingam University 15th Mar 2014
One day workshop on “Application of Soft Computing Techniques in Information Retrieval and Knowledge Discovery” Thiagarajar College of Engineering, Madurai Thiagarajar College of Engineering, Madurai 10th April 2013
International Conference on Recent Trends in Computing Communication & Information Technologies Vellore Institute of Technology, Vellore, India. School of Computing Science and Engineering, VIT, Vellore, India. 9th to 11th Dec. 2011
One day workshop on “Data Mining and its Applications” National Institute Of Technology, Tiruchirappalli Department of Management Studies, National Institute Of Technology, Tiruchirappalli 2nd Oct. 2011
Four days Seminar on “IT Enabled Soft Skill Enhancement Training Programme for Master Trainers”, Anna University, Chennai. Centre for University – Industry Collaboration (CUIC), Anna University, Chennai. 27th to 30th July 2011
International Workshop on Data Mining for Web Intelligence” (DMWI-2011) Anna University, Chennai Madras Institute of Technology Campus, Anna University, Chennai 20th & 21st Jan 2011
Two days workshop on “Recent Trends in Data Mining” Thiagarajar College of Engineering, Madurai Thiagarajar College of Engineering, Madurai 9th & 10th Dec 2010
National Conference on, “Digital Image Processing and Introduction on MAT LABS” K.L.N. College of Information Technology, Madurai Department of MCA, K.L.N. College of Information Technology, Madurai 22nd & 23rd Oct 2010
National Conference on “Research Issues and Challenges in Information and Communications Engineering” K.L.N. College of Information Technology, Madurai Department of CSE, K.L.N. College of Information Technology, Madurai 25th & 26th March 2010
Memberships
Memberships
Life Member in ISTE
Life Member in CSI
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