Dr REKHA V
BE, MTech, PGAI, PhD
ASSOCIATE PROFESSOR
Articles in Journals
Sl.No. Title Name of Journal / Vol. No. / Issue No. / Page Nos ISSN No. Date Published
1 An enhanced security alert system for smart home using IOT Indonesian Journal of Electrical Engineering and Computer Science / 13 / 1 / 27 - 34 2502-4752 01-Jan-2019
2 Priority-based bandwidth allocation and load balancing for multipath IP networks International Journal of Networking and Virtual Organisations / 20 / 1 / 53 - 72 1741-5225 01-Jan-2019
3 Performance Analysis of Different Classifier for Remote Sensing Application International Journal of Engineering and Advanced Technology (IJEAT) / 9 / 1 / 7153 - 7158 2249-8958 25-Oct-2019
4 Foreground algorithms for detection and extraction of an object in multimedia International Journal of Electrical and Computer Engineering (IJECE) / 10 / 2 / 1849 - 1858 2088-8708 01-Apr-2020
5 Foreground Algorithms for detection and extraction of an object in multimedia International journal of electrical and computer engineering(IJECE) / 10 / 2 / 1849 - 1858 2088-8708 08-Apr-2020
6 Design of fuzzy logic controlled hybrid model for the control of voltage and frequency in microgrid Indian Journal of Science and Technology / 13 / 35 / 3612 - 3629 0974-5645 29-Sep-2020
7 Electricity requirement prediction using time series and Facebook's PROPHET Indian Journal of Science and Technology / 13 / 47 / 4631 - 4645 0974-6846 29-Dec-2020
8 A comprehensive review of parallel concatenation of LDPC code techniques Indian Journal of Science and Technology / 14 / 5 / 432 - 444 0974-5645 16-Feb-2021
9 Eye blink detection using CNN to detect drowsiness level in drivers for road safety Indonesian Journal of Electrical Engineering and Computer Science / 22 / 1 / - 2502-4752 03-Mar-2021
10 Machine Learning Based Time Series Analysis for COVID-19 Cases in India 2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS) / 2022 / / 1932 - 1937 2575-7288 07-Jun-2022
11 Efficient detection of faults and false data injection attacks in smart grid using a reconfigurable Kalman filter International Journal of Power Electronics and Drive Systems (IJPEDS) / 13 / 4 / 2086 - 2097 2088-8694 01-Dec-2022
12 Fake News Detection Using TF-IDF Weighted with Word2Vec: An Ensemble Approach Intelligent Systems And Applications In Engineering / 11 / 3 / 1065 - 2147-6799 06-Jun-2023
13 An efficient adaptive reconfigurable routing protocol for optimized data packet distribution in network on chips International Journal of Electrical and Computer Engineering (IJECE) / 14 / 1 / 305 - 314 2088-8708 01-Feb-2024
14 Enhancing Fake News Detection On Social Media Through Advanced Machine Learning And User Profile Analysis Journal of Theoretical and Applied Information Technology / 101 / 1 / 274 - 286 1992-8645 15-Jan-2024
15 Enhancing Music Emotion Classification Using Multi-Feature Approach International Journal Of Advanced Computer Science And Applications / 15 / 9 / 794 - 803 2156-5570 01-Sep-2024
16 Land Use/Land Cover (LULC) Change Classification for Change Detection Analysis of Remotely Sensed Data Using Machine Learning-Based Random Forest Classifier Nature Environment and Pollution Technology An International Quarterly Scientific Journal / / / - 2395-3454 01-Jun-2025
17 Enhancing Music Emotion Recognition with LSTM: Evaluating Various Embedding Techniques SSRG International Journal of Electronics and Communication Engineering / 12 / 6 / 293 - 303 2348-8549 17-Jul-2025
Books/ Book Chapter/Case Study
Sl.No. Title Author Names(s) ISBN No. Month Year
1 5th International Conference on Mobile Computing and Sustainable Informatics, ICMCSI REKHA V,IEEE 9798350395235 /
2 Lecture Notes in Networks and Systems REKHA V,HIROKI SAYAMA, SAMIKSHA SHUKLA, ZAHIR ABBAS KHAN 981 96 4883 26 /
3 Lecture Notes in Networks and Systems SHAMANTH N,REKHA V,TENZIN CHOEDON 978-981-95-5081-4 /
Participation in Seminars/Conferences/Symposium
Sl.No. Name of the Conference /Seminar /Symposium Type of Program Title of the Article Role Venue/Place Date
1 2019International Conference on Data science and Communication CONFERENCES Sentiment Analysis on Indian Government Schemes Using Twitter data PRESENTER) Bangalore 01/03/2019
2 International Conference on Information and Communication Engineering CONFERENCES Fake News Detection System: A Review of Different Model PRESENTER) Bharat Institute of Engineering and TechnologyHyderabad 11/03/2021
3 Congress On Intelligent Systems CONFERENCES ) Soft Computing Research and Christ(Deemed to be University)Bengaluru 04/09/2021
4 ICACCABT 2022-International Conference CONFERENCES Analysis of Climate Data using Big Data techniques PRESENTER) ICACCABTCoimbatore, Tamil Nadu 28/01/2022
5 ICACCABT 2022 International Conference CONFERENCES Machine Learning Based Time Series Analysis for COVID-19 PRESENTER) ICACCABTCoimbatore, Tamil Nadu 28/01/2022
6 New National Educational policy-2022:Impact on Future Indians Education System SEMINARS PARTICIPANT) Karnataka State Higher Education CouncilBangalore 02/09/2022
7 2023 IEEE International Conference on Contemporary Computing and Communications CONFERENCES MODERATOR) Bamgalore 21/04/2023
8 2023 IEEE International Conference on Contemporary Computing and Communications CONFERENCES MODERATOR) Bangalore 22/04/2023
9 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) CONFERENCES ) IEEE computer society, CHRIST UNIVERSITYBangalore 21/04/2023
10 3rd International Conference on Soft Computing for Security Applications CONFERENCES Comprehensive Analysis on Vehicle To Vehicle Communication Using Intelligent Transportation System PRESENTER) Dhirajlal Gandhi College of Technology,Salem, Tamil NaduSalem, Tamil Nadu 17/04/2023
11 7th International Conference on Inventive Communication and Computational Technologies (ICICCT - 2023) CONFERENCES A Comprehensive Analysis on Fault Data Injection in Smart Grid PRESENTER) Gnanamani College of Technology, Namakkal, IndiaNamakkal, India 22/05/2023
12 CIS2023 CONFERENCES ) Bangaloe 04/09/2023
13 International Conference on Data Science, Computation and Security CONFERENCES PARTICIPANT) 02/11/2023
14 NA CONFERENCES Mapping Different Emotion Models with Hybrid Lexicon Algorithm using Distance Metric PRESENTER) Xidian University 01/12/2023
15 5th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI2024) CONFERENCES A Study of Emotion Classification of Music Lyrics using LSTM Networks PRESENTER) Tribhuvan University, NepalNepal 18/01/2024
16 International Conference on artificial Communication IoT Data Engineering and Security(IACIDS 2023) CONFERENCES Intelligent Assistive System to Assist Blind and Visually Impaired in Navigation Using Computer Vision Technique PRESENTER) 23/11/2023
17 2nd International conference on artificial intelligence, computing technologies, IOT and Data analytics(AICTA-2024) held at National Institute of Technology Raipur, India CONFERENCES Integrating IoT with Google Maps for automated Turn signal systems in vehicles PRESENTER) National Institute of Technology Raipur 15/11/2024
18 5 th International Conference on Data Science, Computation and Security (IDSCS-24) CONFERENCES PARTICIPANT) 07/11/2024
19 Two Day International Conference on Global Best Practices in Education CONFERENCES Bridging Academia and Industry: Service Learning as a Catalyst for Best Practices in Education PRESENTER) CHRIST (Deemed to be University)Delhi 27/02/2025
20 1st International Conference on AIML-Applications for Engineering & Technology CONFERENCES Real-Time Safety Monitoring for Construction Sites Using RFID and Visual Recognition Technologies PRESENTER) MKSSS's Cummins College Of Engineering For WomenPune 16/01/2025
21 International conference on recent advances in science and engineering technology(ICRASET-2024) CONFERENCES Hybrid edge cloud approach for renewable energy management using deep learning with predictive analysis. PRESENTER) Dept.of ECE,CSE,ISE AND AI & ML BGSIT, Adichunchangiri University, MandyaMandya 21/03/2024
22 International conference on recent advances in science and engineering technology(ICRASET-2024) CONFERENCES Intelligent Fault Detection and Prediction in Smart Grids Using Supervised Learning Model. PRESENTER) Dept.of ECE,CSE,ISE AND AI & ML BGSIT, Adichunchangiri University, MandyaMandya 21/11/2024
23 International conference on recent advances in science and engineering technology(ICRASET-2024) CONFERENCES Artificial Intelligence-Driven Power Management System for Enhanced Efficiency in Smart Grids. PRESENTER) Dept.of ECE,CSE,ISE AND AI & ML BGSIT, Adichunchangiri University, MandyaMandya 21/11/2024
24 International Conference on Computing for Sustainability and Intelligent Future (Comp-SIF 2025) CONFERENCES Comparative Study and Analysis of Prompting Techniques using Gemini API Models and Reasoning Frameworks PRESENTER) BMSI, BangaloreBMSIT, Bangalore 21/03/2025
25 3rd International Conference on Artificial Intelligence: Theory and Applications (AITA 2025) CONFERENCES A Comparative Evaluation of Standalone LLMs and Retrieval-Augmented Generation Models using Hypothetical Gemini Systems PRESENTER) IBS, Bangalore, Off-Campus Center of IFHE UniversityBangalore 01/08/2025
26 International Conference on Artificial Intelligence, Machine Learning, and Scientific Discovery (ICAI-MLSD-26) CONFERENCES AI Based Air Pollution Forecasting For PM2.5 Pollutants PRESENTER) CHRIST (Deemed to be University)Pondicherry 01/03/2026
27 Innovative Engineering Technologies (ICIET – 2025) CONFERENCES Intelligent Defect Identification in FDM 3D Printing Using CNN Models CO_PRESENTER) KITCoE, Kolhapur, India, Ningxia UniversityKolhapur 11/09/2025
28 Innovative Engineering Technologies (ICIET – 2025) CONFERENCES AI-Driven Culinary System for Sustainable Meal Optimization CO_PRESENTER) KITCoE, Kolhapur, India, Ningxia UniversityKolhapur 11/09/2025
Invited Talks
Sl.No. Titel of the Program Name of the Program Date Name of the Institution
1 Sustainable Waste Management Awarness Program Awarness Program 16/08/2019 ST.Philomena High School
2 Motivation and Leadership Lessons Womens day for House Keeping Staff 08/03/2022 Christ(Deemed to be University)(School of Engineering and Technology),Department of CSE
3 Generative Al and LMS for Government School Teachers in Gonikoppal Conducted an Outreach and Capacity- Sessions on Conduct Outreach and Capacity-Building Sessions on Generative Al and LMS for Government School Teachers in Gonikoppal 13/09/2025 Government Schools in Gonikoppal
4 The Power of Gen AI Tools for Business and Entrepreneurship Training Program 06/09/2025 Laghu Udyog Bharati-Karnataka
5 Two-day workshop on Workshop Website Creation and Data Visualization with Python 2 Workshop for students 15/10/2025 Dayananda Sagar Academy of Technology & Management
MPhil/PhD Guided/Adjudicated
Sl.No. Title Name of Student Institution Role Status Month Year
1 Predictive Analytics for Environment description to aid Visually impaired YOGITHA Christ University SUPERVISOR Ongoing July 2021
2 . AFFREEN ARA Christ University SUPERVISOR Ongoing March 2019
Patents
Sl.No. Title of Invention Inventor(s) Filing Date
1 A POWER QUALITY AND DEMAND SIDE MANAGEMENT SYSTEM FOR A SMART GRID USING MACHINE LEARNING FOR PROVIDING EFFICIENT RESOURCE UTILIZATION AND THE METHOD THEREOF REKHA V 11-Jun-2021
2 AN ARTIFICIAL INTELLIGENCE BASED SMART CAP WITH VOICE ASSISTANT FOR BLIND PERSON ARUNA S K, BALAMURUGAN M, MITHUN B N, NAVEEN J, RAKOTH KANDAN SAMBANDAM, REKHA V 12-Mar-2022
3 System and Method for Biometric Authentication Based on Machine Learning Image Analysis for Technical Problem Resolution JYOTHI MANDALA, MARY ANITA E A, REKHA V, SUJATHA A K 31-Mar-2023
4 Text Mining for Healthcare Analytics for Extracting Insights from Clinical Text Documents JYOTHI MANDALA, MARY ANITA E A, REKHA V, SUJATHA A K 09-Jul-2023
5 Mouse ARUL V, MICHAEL MOSES T, RAKOTH KANDAN SAMBANDAM, REKHA V 08-Apr-2023
6 Computer Vision Based Steam Leaking Inspection Drone ARUL V, DANIEL D, RAKOTH KANDAN SAMBANDAM, REKHA V 03-Jan-2024
7 PORTABLE IOT-ENABLED DIALYSIS UNIT ARUL V, KARTHIKEYAN H, RAKOTH KANDAN SAMBANDAM, REKHA V 06-Aug-2025
8 A Cognitive Science Research on Automated Early Detection of Diabetic Retinopathy Using Machine Learning and Optical Coherence Tomography (OCT) Imaging MARY ANITA E A, REKHA V, SUJATHA A K, VINODHA D 09-Jan-2026
Research Project
Sl.No. Name of the Research Project Investigator(s) Sponsors Internal/External
1 ?Exploring Future Research Developments with GenAI Technology Innovations Anusandhan National Research Foundation (ANRF), Science & Engineering Research Board (SERB) External
2 Work-Life Balance Assessment for Women’s professional in digital transformation: A Predictive Model using Explainable AI and Psychometric Tools. GNANA PRAKASI O S,DIANA JEBA JINGLE I,LEEMAMOL MATHEW,REKHA V,BIRUDU RAJU Internal
3 Retrofitting of conventional CNC Milling machine to digitalized transformation for smart manufacturing IVAN SUNIT ROUT,AMRUTA ROUT,ANIL RAJ,REKHA V,VENKATASWAMY R Internal
4 Design and Development of Autonomous Delivery Robot UMESH V,AMRUTA ROUT,JANGAM SASIDHAR,PARAG JOSE C,REKHA V Internal
5 Design and Development of Humanoid Robot with autonomous navigation AMRUTA ROUT,REKHA V,SHAMANTH N,UMESH V Internal
Workshop/FDP/Training programme
Sl.No. Name of the Workshop/FDP/Training programme Name of Organiser Level Role Date
1 Generative AI and Future Computing E&ICT Academy II Guwahati , S-VYASA Deemed-to-be-University National Participant 12/05/2025
2 Scaffolding Adult Learning Through Learner-Centered Approach Teaching Learning Enhancement Cell (TLEC), CHRIST (Deemed to be University), Bangalore,  Institutional Participant 22/02/2024
3 Elevating Data Analytics through AI and AWS Department of CSE, SoET,  Participant 29/01/2024
4 Guest Talk on Gender Equity Promotion Department of CSE, SoET,  Organiser & Participant 23/01/2024
5 TWo week FDP on Opportunities and challenges in Enterpreneurship JSSATEB Science and Technology Entrepreneurship Park,  National Participant 03/01/2024
6 Workshop Artificial Intelligence The Department of Psychology,  Institutional Invited Resource Person/Trainer 15/09/2023
7 Penetration Workshop Center for Advanced Research in Digital Forensics and Cyber Security,  International Participant 01/09/2023
8 Hands on UI/UX L&T EduTech,  International Participant 13/06/2023
9 Faculty Development Programme-I 2022 Christ(Deemed to be University),  Institutional Participant 06/07/2022
10 IEEE Conference Organizers Education Workshop (COEW-2022) IEEE Bangalore Section (BS), IEEE Mysore Subsection (MYSS), IEEE Mangalore Subsection (MSS) and IEEE North Karnataka Subsection (NKSS),  Institutional Participant 10/04/2022
11 NOSQLDatabase Aqmenz Automation Private Limited and SJBIT, SJBIT, Bangalore Institutional Participant 28/03/2022
12 Environmental Sustainability- Being responsible for our act towards our neighbours" Christ(Deemed to be University),  Institutional Organiser & Participant 12/03/2022
13 Global Tech Talk series 2021 on topic "Community evolution in social networks" Christ(Deemed to be University),  International Participant 21/09/2021
14 Artificial Intelligence and Machine Learning (Intermediate level) Christ(Deemed to be University),  Institutional Participant 02/09/2021
15 Machine Learning with Python EICT Academy- IIT, Kanpur, IIT, Kanpur National Participant 24/08/2021
16 ICRCICN 2020 Christ(Deemed to be University),  International Invited Resource Person/Trainer 26/11/2020
17 online Synfig Workshop Teaching Learning Centre (ICT) at IIT Bombay,  National Participant 07/11/2020
18 Artificial Intelligence & Machine Learning(Beginner) Christ(Deemed to be University),  Institutional Participant 01/10/2020
19 Introduction to HTML5 University of Michigan, Coursera International Participant 17/08/2020
20 Cloud Computing World.The need of agility in development and deployment Computer Society of India,  International Participant 31/07/2020
21 Laravel Web Development Computer Society of India, Sai Vidya Institute of Technology Institutional Participant 30/06/2020
22 Technology and Business in current scenario IEEE Bangalore Section,  International Participant 26/06/2020
23 Next-Gen Class Room Teaching and Digital Content Creation Christ(Deemed to be University),  Institutional Participant 10/06/2020
24 Overview on IEEE SIGHT ? Opportunities to Develop Environmental Sustainable Solutions CSA, Christ(Deemed to be University),  Institutional Participant 05/06/2020
25 Theory of Computation Computer Society of India, Velammal Engineering College Institutional Participant 18/05/2020
26 Emerging Technologies for Higher Education ?Post COVID-19 Central University of Jharkhand Ranchi, Central University of Jharkhand Ranchi Institutional Participant 16/05/2020
27 Cloud Application Development Computer Society of India,  Institutional Participant 13/05/2020
28 Webinar on the theme Leading in a VUCA World Skycampus, ICT ACADEMY, ICT ACADEMY Institutional Participant 24/04/2020
29 Webinar on the theme Leading in a VUCA World Skycampus, ICT ACADEMY, ICT ACADEMY Institutional Participant 23/04/2020
30 Webinar on the theme Leading in a VUCA World Skycampus, ICT ACADEMY, ICT ACADEMY Institutional Participant 22/04/2020
31 Webinar on the theme Leading in a VUCA World Skycampus, ICT ACADEMY, ICT ACADEMY Institutional Participant 21/04/2020
32 Webinar on the theme Leading in a VUCA World Skycampus, ICTACADEMY, ICTACADEMY Institutional Participant 20/04/2020
33 Data Science and Computational security(IDSCS2020) Christ(Deemed to be University),  International Participant 13/04/2020
34 Programming for Everybody (Getting Started with Python) University of Michigan,  Coursera International Participant 03/04/2020
35 Introduction to HTML5 University of Michigan, Coursera International Participant 01/04/2020
36 Python3:Programming beginner to advanced Udemy, Udemy International Participant 01/04/2020
37 Sustainable Waste Management Workshop/ Ideathon Dr.Rekha V,  Institutional Organiser & Participant 30/08/2019
38 Sustainable Waste Management Workshop/ Ideathon Institutional Participant 30/08/2019
39 2019 International Conference on Data Science and communication Christ university,  International Organiser & Participant 01/03/2019
40 Guest Talk on Cyber Security Dr.Rekha V,  Institutional Organiser & Participant 16/02/2019
41 One day awareness program on Innovation and Design Dr. Rekha V,  Institutional Organiser & Participant 01/02/2019
42 Artificial Intelligence in Medical and Healthcare Applications Kongu Engineering College,  Institutional Participant 24/12/2018
43 Scholarly Writing & Intellectual Ethics CHRIST (deemed to be University) & Elsevier,  Institutional Participant 24/08/2018
44 Cyber securityEssentials Course Cisco Network Academy,  Participant 28/07/2018
Awards/Achievements/Others
Sl.No. Name of the Awards/Achievements/Others Description Organisation Month/ Year
1 Smart India Hackathon 2022 Grand Finale 2022 hosted by Govt. of India ACS college of engineering 26 August 2022
2 Initiating and conducting Kannada Speaking Classes Teaching the Kannada classes for faculty and students CAPS, Christ(Deemed to be University) 10 March 2023
3 Karnataka Janapada Parishath ERP project completion Development of Web portal to collect the artisans database Karnataka Janapada Parishath 17 April 2023
4 Mentor Certificate for Dreams Program Web Application development Development of Dreams Program Web application for Mentor(Faculties) and Mentees (School Students) Let Us Dreams 15 April 2023
5 Certificate of Appreciation as Reviewer voluntarily contributing as a reviewer for research papers submitted to the 2023 IEEE International Conference on Contemporary Computing and Communications (InC4) IEEE Computer Society 22 April 2023
6 Certificate of Appreciation for Technical Program committee member and Reviewer Congress on smart computing technologies (CSCT 2023) Soft computing Research Society and SAU center for Research and Innovative Learning, South Asian University, India 02 December 2023
7 Resource Person Resource Person to the three days FDP on "Artificial Intelligence, Machine Learning and Deep Learning in the Data Revolution Era: Progress and Applications" ATME College of Engincering 05 February 2025
8 External Member of the Board of Examiner Participation in the BOE deliberations and question paper scrutiny process. School of Computer Science Engineering, REVA University 09 May 2024
9 External question paper scrutiny Appointment as External Question Paper scrutiny -- Semester End Examination SVYASA University, School of Advanced Studies 01 February 2025
10 Question paper setter for PG Appointed as question paper setter for PG examinations of 2024-25. Rajarajeswari College of Engineering 11 February 2025
11 External examiner to evaluate the Ph.D. Thesis Appointed as External examiner to evaluate the Ph.D. Thesis work St. Peter's Institute of Higher Education and Research 13 March 2025
12 Best Paper Award Received Best Paper Award in the International Conference on Computing for Sustainability and Intelligent Future (Comp-SIF 2025) for the paper title "Comparative Study and Analysis of Prompting Techniques using Gemini API Models and Reasoning Frameworks" B.M.S. Institute of Technology and Management, Bangalore 21 March 2025
13 Appreciation Conducted a training session on Generative Al and delivered an expert talk on the effective use of Learning Management Systems (LMS) for our dedicated teachers and volunteer educators. GOVERNMENT MODEL PRIMARY SCHOOL GONIKOPPALU 13 September 2025
14 CERTIFICATE OF APPRECIATION: Appreciation of the valuable contribution This certificate is awarded in appreciation of the valuable contribution made by Dr. Rekha V. to CHRIST (Deemed to be University), Kengeri Campus through active involvement in institutional outreach initiatives during the Academic Year 2025-2026, contributing to the promotion of university admission CHRIST (Deemed to be University), Kengeri Campus 04 December 2025
Consultancy
Sl.No. Faculties Theme of Consultancy Type
1 SUBRAMANIAN S,,CHERUKURI RAVINDRANATH CHOWDARY ,REKHA V Sustainability reporting tool based on business responsibility and sustainability reporting framework
2 REKHA V Development of a Sustainability reporting tool based on business responsibility and sustainability reporting framework.
3 REKHA V Training Program on AI Program TRAINING_AND_ORGANIZATIONAL_DEVELOPMENT
4 REKHA V,,SHRUTI JALAPUR Skill Development Training Program- Website Creation and Data Visualization TRAINING_AND_ORGANIZATIONAL_DEVELOPMENT
Copyright
Sl.No. Applicants Title Date Published
1 SUJATHA A K,JYOTHI MANDALA,MARY ANITA E A,REKHA V Biometric Authentication Based on Machine Learning Image Analysis for Problem Resolution -