DEPARTMENT OF COMPUTER APPLICATIONS
Computer Applications
Dr. A.Vidhya
PERSONAL INFORMATION
| Employee ID | 2025059 |
| Designation | Assistant Professor |
| Nature of Employment | Regular |
| Date of Joining | 14-07-2025 |
| Date of Birth | 05-04-1976 |
| Education Qualification | M.C.A.,M.Phil., Ph.D |
| Contact No. | 8248493692, 8682007972 |
| Email ID | vidhyaa@crescent.education |
EDUCATIONAL QUALIFICATION
| Programme | Specialization | Year of Passing | Institution/University |
| Ph.D. | Computer Science | 2022 | Vels Institute of Science, Technology and Advanced Studies |
| M.Phil | Computer Science | 2010 | Madurai Kamaraj University, Madurai |
| P.G | Computer Applications | 1999 | Bharathidasan University, Trichy |
| U.G | Physics | 1996 | Bharathiar University, Coimbatore |
WORK EXPERIENCE
| Name & Address of the Employer | Position Held | Period of Employment | Total Exp. (in years and Months) | |
| Sri G.V.G.Visalakshi College for Women, Udumalper | Lecturer | 01-Dec-1999 | 16-Oct-2006 | 6 Years 10 months |
| Premier Technology Group Ltd , Chennai | Corporate Trainer | 01-Nov-2006 to | 28-Feb-2011 | 4 Years 3 months |
| NIIT, (Client Cognizant Technologies, Chennai) | Trainer | 1st July 2011 | 31st Aug 2013 | 2 Years |
| Vels Institute of Science, Technology and Advanced Studies, Chennai | Assistant Professor | 3rd July 2017 | 31st May 2024 | 8 Years |
| BSA Crescent Institute … | Assistant Professor | 14-July-2025 | Till date | 6 months |
RESEARCH DETAILS & CONTRIBUTIONS
IV-A: RESEARCH AREA OF INTEREST
- Machine Learning
- Deep Learning
- Image Processing
- Big data Analytics
RESEARCHER ID
| Research Database | ID | Links |
| IRINS | 686111 | https://crescent.irins.org/admin/profile/edit/686111 |
| SCOPUS | 57215077933 | https://www.scopus.com/authid/detail.uri?authorId=57215077933 |
| ORCID | 0000-0002-4188-416X | https://orcid.org/0000-0002-4188-416X |
| RESEARCH GATE | Nil | Nil |
| PUBLONS | Nil | Nil |
| ANY OTHER DATABASE – Vidwan | 250787 | https://vidwan.inflibnet.ac.in/myprofile |
RESEARCH SUMMARY
| No. of Journal Publications | No. of Conference Publications | No. of Book / Book Chapter Published | No. of Patents Published/ Granted | No. of Ph.D Scholars Guided | No. of Ph.D Scholars Currently Guiding | ||
| Book | Book Chapters | Published | Granted | ||||
| 13 | 9 | 3 | 4 | 4 | 1 | 5 | 0 |
PUBLISHED PAPERS IN: JOURNALS
| S. No. | Details of Journal Articles Published |
| 1. | Gomathy, M., Vidhya, A., Detecting Malware in Linguistic Data Using Malware Detection Deep Belief Neural Network Method, International Journal of Critical Infrastructures. DOI:10.1504/IJCIS.2026.10065352,640-662. |
| 2. | Vidhya A, Parameswari R. ICA based EOG artifact identification and removal from EEG signal: preprocessing using SASICA. International Journal of Advanced Science and Technology. 2020 Apr;29(7):8840–8849. |
| 3. | Vidhya A, Parameswari R. Epilepsy neurological problem: prediction using machine learning techniques. International Journal of Research Culture Society. 2020 Jun;4(6):104-108. |
| 4. | Vidhya A, Padmapriya D. An analysis of cheminformatics using text mining techniques. Journal of Applied Science and Computations. 2019 Mar. ISSN: 1076-5131. |
INTERNATIONAL CONFERENCE
| S. No. | Details Of Conference Articles Published |
| 1. | Vasumathi.R, A.Vidha Skill Gap Analysis Though Time Serries Forecasting: A Literature Survey on LSTM and Related Models, 2025 International Conference on Data Science and Business Systems (ICDSBS), 10.1109/ICDSBS63635.2025.11032082, ISBN:979-8-3315-8560-0,IEEE. |
| 2. | Vidhya A., Gomathy M.Detecting malware in linguistic data using malware detection deep belief neural network method, 2025 International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI),10.1109/ICMSCI62561.2025.10894516,IEEE |
| 3. | Gomathy, M., Vidhya, A. (2023, November). Optimized Hybrid Model Using Machine Learning to Combat the Prevalence of Cybercrime. In 2023 7th International Conference on Electronics, Communication and Aerospace Technology (ICECA) (pp.739-746). IEEE. |
| 4. | Mr.A. Satishkumar Dr.A.Vidhya., Data Security Complications on Computing Technology in Mobile Cloud, ASCIS 2023, Vol IV ISBN 1865-0929 page no (357- 367). IEEE. |
| 5. | Ms. A.Vidhya,“Security and Privacy For Big data with Block Chain Technology a systematic literature review” in International Conference in Theivanai Ammal College for Women, Villupuram on 5th April 2023. |
| 6. | Ms. A.Vidhya, Dr. R.Parameswari titled “Neural Network Based Ramp Raise Optimized Algorithm for Prediction of Seizure Pre-ictal Stage” Published in IEEE Xplore Digital Library, page No. 1651-1659,November 2021. |
| 7. | Ms. A.Vidhya,“Epilepsy Neurological Problem: Prediction Using Machine Learning Techniques” in International Conference on Contemporary Researches in Engineering Science Management and Arts held on 28 and 29 Feb 2020 and published in the conference proceedings. |
| 8. | Ms. A.Vidhya, Dr. R.Parameswari “A Comparative Analysis of Neurological Disorder: Brain Tumor Segmentation Using Big Data Analytic Techniques” Published in IEEE Xplore Digital Library, October 2019, page No.441-445. |
| 9. | Ms.A.Vidhya, “Prediction of Seizure Neurological Problem Using Machine Learning Techniques” International Conference on New Trends in Engineering & Technology (ICNTET), IEEE-Approved Conference, G.R.T Institute of Engineering and Technology, Chennai.7th and 8th September 2018. |
BOOK / BOOK CHAPTERS PUBLISHED
| S. No. | Book/ Title of the Chapter with page Nos. | Publisher & ISSN / ISBN No. |
| 1. | Book Chapter: Emerging Trends in Multidisciplinary Technology And Science , ChatGPT in the Field of Health care for Connecting patients and Physician | 978-81-980792-5-1, Scientific Research Reports. |
| 2. | Book Chapter: Foundations of Cybersecurity Principles, Threats, and Defense Mechanisms | 978-81- 982083-0- 9, Imaginex Inks Publication |
| 3. | Book Chapter: Emerging Trends using Recent Technology | 9789394428935, MultiSpectrum Publications |
| 4. | Book Chapter: Holistic Research Perspectives | 978-93-87862, Bonfring |
| 5. | Book: HTML and PHP Lab Manual for Beginners: A practice Guide to Web Development Basics | 978-93-6492-669-0 |
| 6. | Book : Software Testing | 978-93- 91871-74-1,Udhaya Publication |
| 7. | Book : Data structures using Python | 978-81-963342, AN Publication |
DETAILS OF PATENT
Patent 1
Patent title : IOT BASED AUTONOMOUS FIRE FIGHTING DRONE
Patent No : 442234-001
Published date : 27-Dec-2024
Grant date : 07/03/2025
Patent 2
Patent title : COLLABORATIVE FILTERING OF MALICIOUS NFORMATION FROM THE MULTIMEDIA DATA USING MULTIGUARD CNN TO COMBAT CYBERCRIME
Patent No : 202411078152 A
Published date : 25-Oct-2024
Patent 3
Patent title : ANALYZING THE IMPACT ON THE TRANSMISSION MEDIUM BY BROADCAST PACKETS
Patent No : 202421031598 A
Published date : 17-May-2024
Patent 4
Patent title : INNOVATIVE SYSTEM FOR AUTOBILE SECURITY INTERNALIZATION IN AN AUTOMOBILE SYSTEM
Patent No : 202341002961 A
Published date : 17-Feb-2023
Patent 5
Patent title : FUNCTIONING AND EFFECTIVENESS OF SPECIFIC MOBILE APPLICATIONS SUPPORTING THE SMART CITY TRENDS
Patent No : 202341044493 A
Published date : 01-Sep-2023
COMPLETED AND ONGOING SPONSORED RESEARCH PROJECTS AND CONSULTANCY
SPONSORED RESEARCH PROJECTS
| Project Title | Funding Agency | Grant Sanctioned/ Received | Duration | Role |
| Nil | Nil | Nil | Nil | Nil |
CONSULTANCY
| Consultancy Title | Client Organization/Company | Revenue Generated | Duration | Role |
| Nil | Nil | Nil | Nil | Nil |
ORGANIZED TRAINING PROGRAMMES – CONFERENCE – FDPs- SEMINARS-WORKSHOPS-GUEST LECTURES: (July 2020-Till Date)
| Title | Role | Date | Duration | Sponsoring Agency (if any) |
| Nil | Nil | Nil | Nil | Nil |
ATTENDED TRAINING PROGRAMMES – CONFERENCE – FDPs- SEMINARS-WORKSHOPS-GUEST LECTURES: (July 2020 – till date)
| Title | Role | Date | Duration | Sponsoring Agency (if any) |
| Artificial Intelligence for Teaching Pedagogy | Participant | 6th Dec 2025 | 1 day | Seshadripuram Degree College IQAC and ICC on |
| Emerging Trends and Challenges in Cyber Security | Participant | 10th Non 2025 to 15th Nov 2025 | 6 days | Guru Nanak Institute of Technology |
| Programming, Data Structures and Algorithms using Python | Attended | 8 weeks | 1 day | IIT |
| Introduction to Industry 4.0 and Industrial Internet of Things | Attended | 12 weeks | 1.5 day | IIT |
PROFESSIONAL DEVELOPMENT CERTIFICATIONS AND COURSES: (July 2020 – till date)
| Title of Certification / Course | Platform / Institution | Duration | Year of Completion | Mode (Online / Offline) |
| Programming, Data Structures and Algorithms using Python | NPTEL (IIT Madras) | 8 weeks | 2024 | Online |
| Introduction to Industry 4.0 and Industrial Internet of Things | NPTEL (IIT Madras) | 12 weeks | 2022 | Online |
INVITED LECTURES AND CHAIRMANSHIPS AT NATIONAL OR INTERNATIONAL CONFERENCE / SEMINAR etc.
| Sl. No. | Title of Lecture / Academic Session | Title of Conference / Seminar etc | Organized by | International / National |
| 1 | FDP | Harnessing Generative AI in Heterogeneous Environments: Challenges and Opportunities In this topic invited as expert in FDP | SIMATS | National |
AWARDS & ACHIEVEMENTS
| Name of the Award | Awarding Agency Name | Nature of the Achievement | State/National / International | Year |
| Best Teacher Award | Scientific Research Reports | Exemplary service, valuable contributions to the student community, and impactful initiatives | National | 2025 |
| Excellence in Active Learning Methods Award | Scientific Research Reports | Promoting innovative practices in education through motivation and technological ideas | National | 2024 |
| Best Professor, | Imaginex Inks Publication | Achievement in the field of teaching and academic | National | 2023 |
| Excellence in Teaching | Sri Karunananda Charitable Trust | Adopting new teaching methodology | National | 2022 |
| International Researcher Award | I2OR Academy | Research involvement | International | 2021 |
PROFESSIONAL SOCIETY MEMBERSHIP
| Professional Body | Membership ID | Membership Level (Member, Sr.Member, Life-Time Member, Fellow) |
| Nil | Nil | Nil |
EXTENSION ACTIVITIES (DC Members, Examiners, Reviewers, NSS, NCC, Sports etc.)
A. External
- Served as Reviewer for the IEEE, Indiacom (2026).
B. Internal (BSACIST)
i. Institute Level
Nil
ii. School Level
- Actively participated in academic planning and curriculum review meetings at the school level.
iii. Department Level
- Coordinated departmental academic and co-curricular activities.
- Assisted in organizing department-level seminars, workshops, and student engagement programmes.
