- About
- Other Details
Affiliation
Department of Computer Applications (MCA), Ramapuram Campus, SRM Institute of Science and Technology
M SOWMYAAssistant Professor
Area or Subject
Data Mining, Machine Learning
Educational Qualifications
- Degree –BSc.
- Area or Subject – Computer Science
- University – Bharathiar University
- Awarded Year –2009
- Degree – MSc.
- Area or Subject – Computer Science
- University – Bharathiar University
- Awarded Year –2011
- Degree – M.B.A.
- Area or Subject – Computer Science
- University – Bharathiar University(School of Distance Education)
- Awarded Year –2011
- Degree – M.Phil
- Area or Subject – Computer Science
- University – Bharathiar University
- Awarded Year – 2014
- Degree – PhD
- Area or Subject – Computer Science
- University – Bharathiar University
- Awarded Year – 2023
Courses: AI and ML, NLP and Object oriented analysis and design. Research Interests: Data Mining, Machine Learning
Publications:
- “ANALYZING THE ROAD TRAFFIC AND ACCIDENTS WITH CLASSIFICATION TECHNIQUES”, International journal of Computer Trends and Technology, volume 5, Nov 2013.
- “A RELATIVE EVALUATION OF SPECIFICITY AND SENSITIVITY IN A DISEASED PLANT LEAF WITH HYBRID SIFT AND K-MEANS FUZZY LOGIC SVM ALGORITHM”, Turkish Journal of Computer and Mathematics Education Vol.12 No.10 (2021), 2677-2683
- “AN EFFECTIVE METHOD OF DISEASE DETECTION AND CLASSIFICATION IN PLANTS WITH LEAF IMAGES: A SURVEY”, International Journal Of Research And Analytical Reviews (E-ISSN 2348-1269, P- ISSN 2349- 5138), 2019 IJRAR March 2019, Volume 6, Issue 1
- “A STUDY ON DATAMINING WITH IMAGE PROCESSING VIA UAV IMAGES”, IOSR Journal of Engineering 2018, IOSR Journal of Engineering (IOSRJEN), ISSN (e): 2250-3021, ISSN (p): 2278-8719, PP 33-39
- “A DYNAMIC APPROACH TO IDENTIFY THE KEYPOINTS IN A IMAGE OF DISEASED PLANT LEAF USING MULTICLASS SVM AND SIFT METHODS”, International Journal of Creative Research Thoughts, Volume 8, Issue 12 December 2020, ISSN: 2320-2882, Pg 1184-1188
- HYBRID METHOD IN IDENTIFICATION OF KEYPOINTS USING QUADRATIC SVM WITH SIFT ALGORITHM”, Vidhya Bharati International Interdisciplinary Journal –2021, ISSN 2319-4979, Part 24, pg 3585-3590.
- “SUPERLATIVE APPROACH FOR PLANT DISEASE IDENTIFICATION WITH ENHANCED CSA ALGORITHM”, Journal of Mobile Multimedia (Scopus)- Vol. 18 4, 1259–1280. doi: 10.13052/jmm1550-4646.18414, 2022.
- Sowmya, , & Subramani, B. (2022). “DISEASE DETECTION ON PLANT LEAF USING K-MEANS SEGMENTATION WITH FUZZY LOGIC SVM ALGORITHM”. International Journal of Health Sciences,6(S2), 4749–4756. https://doi.org/10.53730/ijhs.v6nS2.6127
- M, Published a book entitles “ Data science using python” , SIPH Publishers, on December 2022.
Working Papers: Novel Deep Learning Model for Drug Discovery
Academic Experience: 6 Years
Other Professional Experience: Industrial 4 Years
Workshops /Seminars/Conferences:
- IEEE sponsored 2024 – International Conference on Computer Communication and Informatics on the title “ENSURING SECURE AND DYNAMIC ROUTING IN MOBILE AD-HOC NETWORKS THROUGH CRYPTOGRAPHIC ASSURANCE”, at Sri sakthi institute of engineering and technology on January 2024.
- Ten days Faculty development program on “ServiceNow Tool” organized by ICT academy on August 2023 at Sri Krishna College of Science and Technology.
- One week WORKSHOP on “TLC program”, Organized by PSGR Krishnammal college for women on May
Achievements and Awards:
- Certified ServiceNow Administrator – Certification No: 24627998
Academic / Professional Membership:
- Board of studies member of Shrimathi Devkunvar Nanalal Bhatt (SDNB) Vaishnav College for Women,
- Reviewer of Measurements: Sensors journal (Scopus )