Dr SIVA BALAN R V
MCA, MPhil, PhD
ASSOCIATE PROFESSOR
MCA, MPhil, PhD
ASSOCIATE PROFESSOR
Articles in Journals
| Sl.No. | Title | Name of Journal / Vol. No. / Issue No. / Page Nos | ISSN No. | Date Published |
| 1 | Optimizing the Performance of Naïve Bayesian Classification Using RELSUn, a Bi-stage Feature Selection Algorithm | Lecture Notes in Networks and Systems / / / - | 2367-3370 | 24-Oct-2025 |
| 2 | An investigation and analysis on automatic speech recognition systems | Journal of Autonomous Intelligence / 7 / / 1 - 13 | 2630-5046 | 03-Jan-2024 |
| 3 | Development of smart energy monitoring using NB-IOT and cloud | Measurement: Sensors / 29 / / - | 2665-9174 | 16-Aug-2023 |
| 4 | Robust Bidirectional Long Short-Term Memory-Based Class Imbalance Handling in Dyslexia Prediction at its Early Stage | SN Computer Science / 4 / 605 / - | 2662-995X | 10-Aug-2023 |
| 5 | An efficient data mining algorithm based on item sets frequency and priority using distribution model | Journal of Computational and Theoretical Nanoscience / 13 / 11 / 8392 - 8399 | 1546-1955 | 16-Nov-2022 |
| 6 | Efficient Power Management in Mobile Computing with Edge Server Offloading Using Multi-Objective Optimization | EAI Endorsed Transactions on Energy Web / 9 / 37 / 1 - 8 | 2032-944X | 08-Jul-2021 |
| 7 | Techniques Tanimoto correlated feature selection system and hybridization of clustering and boosting ensemble classification of remote sensed big data for weather forecasting | Computer Communications / 151 / 1 / 266 - 274 | 0140-3664 | 01-Feb-2020 |
| 8 | Linear Program Boosting Classification with Remote Sensed Big Data for Weather Forecasting | International Journal of Advanced Trends in Computer Science and Engineering / 8 / 4 / 1405 - 1415 | 2278-3091 | 30-Aug-2019 |
| 9 | Point biserial correlated feature selection of weather data | International Journal of Engineering and Advanced Technology / 8 / 6 / 1854 - 1857 | 2249-8958 | 15-Aug-2019 |
| 10 | Machine learning approaches used for prediction in diverse fields | International Journal of Recent Technology and Engineering / 8 / 2S4 / 762 - 767 | 2277-3878 | 30-Jul-2019 |
| 11 | Iterative gradient ascent expected maximization clustering for weather forecasting | International Journal of Recent Technology and Engineering / 7 / 6 / 412 - 418 | 2277-3878 | 24-Mar-2019 |
| 12 | Opting web services based on selective trust, quality and associative branching in cloud service recommendations | Journal of Advanced Research in Dynamical and Control Systems / 11 / 2 / 271 - 279 | 1943-023X | 20-Mar-2019 |
| 13 | Efficient multi-objective particle swarm optimisation based ranking system for cloud service selection | IET Communications / / / 1 - 8 | 1751-8628 | 01-Feb-2019 |
| 14 | An Investigation Study on Clustering and Classification Techniques for Weather Forecasting | Journal of Computational and Theoretical Nanoscience / 16 / 2 / 417 - 421 | 1546-1963 | 01-Feb-2019 |
| 15 | Enhancement of multimedia security using random permutation with wavelet function | Computers and Electrical Engineering / 63 / 1 / 41 - 52 | 0045-7906 | 11-Sep-2017 |
| 16 | Priority queuing technique promoting deadline sensitive data transfers in router based heterogeneous networks | International Journal of Applied Engineering Research / 12 / 15 / 4899 - 4903 | 0973-4562 | 20-Jun-2017 |
| 17 | Money laundering regulatory risk evaluation using Bitmap Index-based Decision Tree | Journal of the Association of Arab Universities for Basic and Applied Sciences / 23 / 1 / 96 - 102 | 1815-3852 | 15-Jun-2017 |
| 18 | An efficient approach for item set mining using both utility and frequency based methods | International Journal of Applied Engineering Research / 12 / 12 / 3470 - 3473 | 0973-4562 | 15-Jun-2017 |
| 19 | A quality of service based queueing policy ensuring fairness to real-time data transfers in internet | Journal of Computational and Theoretical Nanoscience / 13 / 12 / 9169 - 9174 | 1546-1955 | 20-Dec-2016 |
| 20 | Efficient Heart Disease Prediction with Artificial Neural Network, Radial Basis Function and Case Based Reasoning | Asian Journal of Information Technology / 15 / 24 / 4995 - 5003 | 1682-3915 | 20-Dec-2016 |
| 21 | Dyadic scale space extrema identification for cyber forensic security using fingerprint digital image | International Journal of Control Theory and Applications / 9 / 36 / 201 - 211 | 0974-5572 | 20-Dec-2016 |
| 22 | A Liskov substitution based hoarse rules for efficient code duplication on object oriented systems | Journal of Computational and Theoretical Nanoscience / 13 / 11 / 8234 - 8240 | 1546-1955 | 15-Nov-2016 |
| 23 | Anti Money Laundering in Financial Institutions Using Affiliation Mapping Calculation and Sequential Mining | Journal of Engineering and Applied Sciences / 11 / 1 / 51 - 56 | 1819-6608 | 15-Nov-2016 |
| 24 | Efficient dissemination of rainfall forecasting to safeguard farmers from crop failure using optimized neural network model | International Journal of Intelligent Engineering and Systems / 10 / 1 / 38 - 47 | 2185-310X | 09-Nov-2016 |
| 25 | C4.5 classification algorithm with back-track pruning for accurate prediction of heart disease | Biomedical Research (India) / 1 / Special Issue / 7 - 11 | 0970-938X | 09-Aug-2016 |
| 26 | Cyber forensic security using fingerprint digital image by comparison over manuscripts and archives digital images database and dyadic scale space extrema identification | International Journal of Control Theory and Applications / 9 / 7 / 3205 - 3209 | 0974-5572 | 25-Jul-2016 |
| 27 | Substitution based rules for efficient code duplication on object oriented systems | International Journal of Control Theory and Applications / 9 / 7 / 3109 - 3115 | 0974-5572 | 20-Jul-2016 |
| 28 | Data cleaning using weka for effective data mining in health care industries | International Journal of Applied Engineering Research / 10 / 30 / 22786 - 22279 | 0973-4562 | 20-Dec-2015 |
| 29 | A Guassian Mixture based spatial resolution forensic image segmentation for digital multimedia data | International Journal of Applied Engineering Research / 10 / 23 / 43697 - 43704 | 0973-4562 | 15-Dec-2015 |
| 30 | An object oriented vector space model using relationship graph theory for maximizing code reusability | International Journal of Applied Engineering Research / 10 / 16 / 37116 - 37124 | 0973-4562 | 20-Aug-2015 |
| 31 | Optimizing the achieved frequent item sets using genetic algorithm | International Journal of Applied Engineering Research / 10 / 6 / 13855 - 13862 | 0973-4562 | 30-Mar-2015 |
| 32 | Money Laundering Identification on Banking Data Using Probabilistic Relational Audit Sequential Pattern | Asian Journal of Applied Sciences / 8 / 3 / 173 - 184 | 1996-3343 | 11-Mar-2015 |
| 33 | A review on data mining in banking sector | American Journal of Applied Sciences / 10 / 10 / 1160 - 1165 | 1546-9239 | 25-Oct-2013 |
| 34 | Data mining in banking and its applications- A review | Journal of Computer Science / 9 / 10 / 1252 - 1259 | 1549-3636 | 16-Aug-2013 |
| 35 | Rationale management approach in stress management: An information perception | American Journal of Applied Sciences / 10 / 1 / 89 - 96 | 1546-9239 | 20-Jan-2013 |
| 36 | Decision based development of productline: A quintessence usability approach | Journal of Computer Science / 7 / 5 / 619 - 628 | 1549-3636 | 10-May-2011 |
Books/ Book Chapter/Case Study
| Sl.No. | Title | Author Names(s) | ISBN No. | Month Year |
| 1 | 2025 International Conference on Computing Technologies and Data Communication, ICCTDC 2025 | GOBINATH R,RAMKUMAR S,STEPHEN R ,SIVA BALAN R V ,MAYANK SAHU,DR. NANDITHA B R,PROF. N.T. VASANTH KUMAR,DR. VIJAY LAXMI K | 979-833152798-3 | / |
| 2 | Predictive Data Modelling for Biomedical Data and Imaging | JAYAPRIYA J,SIVA BALAN R V , T. SENTHILNATHAN,BALAKRISHNAN C ,POONAM TANWAR, TAPAS KUMAR, K. KALAISELVI, HAIDER | 9781003516859 | / |
| 3 | Predictive Data Modelling for Biomedical Data and Imaging | JAYAPRIYA J,SIVA BALAN R V ,BALAKRISHNAN C ,POONAM TANWAR, TAPAS KUMAR, K. KALAISELVI, HAIDER | 9781003516859 | / |
| 4 | Bigdata: Road-Map for Successful Digital Marketing | KALPANA P,SIVA BALAN R V ,DR AMANDEEP SINGH,CHITKARA UNIVERSITY, PUNJAB,DR. SANDHIR SHARMA, CHITKARA UNIVERSITY, PUNJAB,DR. JYOTI VERMA, CHITKARA UNIVERSITY, PUNJAB | 979-8-88697-915-2 | / |
| 5 | Predictive Data Modeling for Biomedical Data and Imaging | BALAKRISHNAN C ,SIVA BALAN R V ,JAYAPRIYA J,SENTHILNATHAN T,DR. POONAM TANWAR | Under processing | / |
| 6 | Predictive Data Modeling for Biomedical Data and Imaging | SIVA BALAN R V ,SENTHILNATHAN T,JAYAPRIYA J,BALAKRISHNAN C ,DR. POONAM TANWAR | Accepted, In Progress | / |
| 7 | Circuits, Control, Communication and Computing | BALAKRISHNAN C ,SIVA BALAN R V ,DEEPA S,DR. PRADIPKUMAR DIXIT | 979-8-3503-9747-5 | / |
| 8 | International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE) | DEEPA S,SIVA BALAN R V ,BALAKRISHNAN C ,DR P.A VIJAYA,DR JYOTI R MUNAVALLI,DR. BINDU, DR Y | 978-1-6654-9260-7 | / |
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 | International Conference on Computing Technologies & Data Communication (ICCTDC) | Conference | Modern Approaches for Automatic Question Paper Generator | Presenter) | Malnad College of Engineering, Hassan.Malnad College of Engineering, Hassan. | 04/07/2025 |
| 2 | 3rd Congress on Control, Robotics, and Mechatronics | Conference | PM2.5 Prediction Models: A systematic and comparative review | Presenter) | S R University, Warrangal, IndiaS R University, Warrangal, India | 01/02/2025 |
| 3 | 6th International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2025) | Conference | Enhanced Image Classification using Transfer Learning with Resnet50-V2: A Case Study on Wildlife Recognition | Presenter) | Purbanchal UniversityNepal | 07/01/2025 |
| 4 | International Conference on Information Technology and Intelligence | Conference | Optimizing the Performance of Naive Bayesian Classification using RELSun, A Bi-stage Feature Selection | Presenter) | Dr. B.R. Ambedkar Institute of TechnologyAndaman & Nicobar | 14/10/2024 |
| 5 | 2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE) | Conference | Sliced Bidirectional Gated Recurrent Unit with Sparrow Search Optimizer for Detecting the Attacks in IoT Environment | Presenter) | Ballari Institute of Technology & ManagementBellary | 26/04/2024 |
| 6 | 2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE) | Conference | Participant) | Ballari Institute of Technology & ManagementBellary | 26/04/2024 | |
| 7 | Trending Tech Topics | Seminar | Trending Tech Topics | Keynote Speaker) | St. Teresa Arts & Science College for WomenMangalakuntu, Karungal, Kanyakumari Dist | 01/02/2024 |
| 8 | Seminar 2023 | Seminar | Introduction to Machine Learning | Keynote Speaker) | St. John's College of Arts & ScienceAmmandivilai, Kanyakumari District | 07/09/2023 |
| 9 | The International Conference on Circuit, Power and Computing Technologies ICCPCT-2023 | Conference | Assessing Academic Performance Using Ensemble Machine Learning Models | Presenter) | Baselios Mathews II College of EngineeringKollam | 10/08/2023 |
| 10 | 4th International Conference On Circuits, Control, Communication And Computing (I4c-2022) | Conference | Transforming towards 6G: Critical Review of Key Performance Indicators | Presenter) | Ramaiah Institute of Technology, BangaloreRamaiah Institute of Technology, Bangalore | 21/12/2022 |
| 11 | National Conference on "Recent Innovations in Engineering, Technology, Management and Applications (RIETMA-2016) | Conference | Co-presenter) | Priyadharshini Engineering College, VaniyambadiPriyadharshini Engineering College, Vaniyambadi | 15/04/2016 | |
| 12 | 2017 IEEE International Conference on Computational Intelligence and Computing Research | Conference | Knowledge-Rules Analysis and Specification Mechanism for Object Oriented Systems: A Usability Approach | Presenter) | IEEE PodhigaiNagercoil | 15/12/2011 |
| 13 | International Conference on Emerging Technology Trends, ICETT 2011 | Conference | Deriving Dependencies from Scenarios for Pattern Oriented Software Development | Presenter) | Baselios Mathews II College of Engineering, Sasthamcotta, Kollam, KeralaSasthamcotta, Kollam, Kerala | 25/03/2011 |
| 14 | International Conference on Sensors, Security, Software and Intelligent Systems | Conference | Object Oriented Software Architecture - A Survey Approach | Presenter) | Coimbatore Institute of TechnologyCoimbatore | 08/01/2009 |
Invited Talks
| Sl.No. | Titel of the Program | Name of the Program | Date | Name of the Institution |
| 1 | Artificial Intelligence: Deep Learning Methods | Introduction to Artificial Neural Networks | 05/04/2023 | Nesamony Memorial Christian College |
| 2 | Artificial Intelligence - Deep Learning Methods | National Science Day - 2023 | 03/03/2023 | Noorul Islam College of Arts and Science |
MPhil/PhD Guided/Adjudicated
| Sl.No. | Title | Name of Student | Institution | Role | Status | Month Year |
| 1 | An Effective Algorithm on Anti Money Laundering Compliance Using Data Mining Techniques | Vikas Jayasree | Noorul Islam Centre for Higher Education | Supervisor | Awarded | January 2017 |
| 2 | Proficient Prediction of Heart Disease Using Enhanced Backtrack Pruned C4.5 Classification Algorithm and Effective Data Cleaning Technique | R. Jothikumar | Noorul Islam Centre for Higher Education | Supervisor | Awarded | January 2018 |
| 3 | Object Oriented Dependency Inversion Architecture Design for Detecting Duplication Code on Software Application Projects | Anoop Sreekumar R. S. | Noorul Islam Centre for Higher Education | Supervisor | Awarded | March 2018 |
| 4 | Efficient Dissemination of Weather Forecasting to Safegaurd Farmers From Crop Failure Using Optimized Neural Network Model | A. Balamurali | Noorul Islam Centre for Higher Education | Supervisor | Awarded | January 2018 |
| 5 | An Efficient Data Mining Algorithm Based on Item Sets Frequency and Priority Using Distribution Model | Paul P Mathai | Noorul Islam Centre for Higher Education | Supervisor | Awarded | January 2013 |
| 6 | Router Policies to Improve QoS for Real-Time Data Transfers in Internet | Jyothish K John | Noorul Islam Centre for Higher Education | Supervisor | Awarded | October 2018 |
| 7 | An Investigation on Energy Aware Target Object Detection by Employing Ensembled Clustering Techniques in Wireless Sensor Networks | Prabhu T S | JAIN (Deemed to be University) | Examiner | ||
| 8 | Enhanced Machine Learning Based Data Driven Approaches for Predicting the Adverse Drug Reactions(ADRs) | C. Rathika | Chandigarh University | Examiner | ||
| 9 | Modeling Efficient Data Verification and Threat Identification Strategies for Establishing Security in Cloud Computing | K. KAVITHA | Chandigarh University | Examiner | ||
| 10 | An Investigation on Energy Aware Target Object Detection by Employing Ensembled Clustering Techniques in Wireless Sensor Networks | Nisha Varghese | Chandigarh University | Examiner | ||
| 11 | Abnormal Event Detection and Summarization in Video Surveillance using Deep Learning Model | G. BALAMURUGAN | Christ University | Examiner | ||
| 12 | Computer Aided Diagnosis For Malignancy And Disease Types In Thyroid Gland | SRUTHY B S | Christ University | Examiner | ||
| 13 | Key Aggregate Cryptosystem with Broadcast Aggregate Keys for Secure Data Sharing in Cloud Computing | Rasika R S | Noorul Islam Centre for Higher Education | Supervisor | Awarded | September 2018 |
| 14 | Target Tracking and Navigation using Multidimensional Scaling Algorithm | K. Shama | Noorul Islam Centre for Higher Education | Supervisor | Awarded | July 2014 |
| 15 | Frequent Position Update Exclusive Analysis for Mobile Ad hoc Network using Time Based Beacons | R Thinesh Kumar | Noorul Islam Centre for Higher Education | Supervisor | Awarded | August 2014 |
| 16 | Development of a Generic Opinion Mining Model For Automatic Polarity Classification | Ms. Priyanka Tuli | Chandigarh University | Examiner | ||
| 17 | Detection And Classification Of Time-Based Concept Drift Using Machine Learning Techniques | Mrs. M. THANGAM | Bharathidasan University | Examiner | ||
| 18 | Building Of Deep Learning Models Bsp-Crf-Lstm And Lkpca-Boltz-Rnn For Enhancing The Classification Of Students Academic Performance Assessment | SUGIN LAL G | Bharathiar University | Examiner | ||
| 19 | . | SHAIK VALLI HASEENA | Christ University | Supervisor | Ongoing | March 2025 |
Research Project
| Sl.No. | Name of the Research Project | Investigator(s) | Sponsors | Internal/External |
| 1 | Research Prototype of a Remote Screening System for Diabetic Retinopathy | RAJU G, SAMIKSHA SHUKLA,SIVA BALAN R V | DST | External |
| 2 | Measuring the Impurities and Degradation of Lake Water around Bengaluru City using Deep Learning Techniques | SIVA BALAN R V , RAMKUMAR S,RAJU RAMAKRISHNA GONDKAR,JAYADURGA R | Internal | |
| 3 | Automatic Question Paper Generator using Generative AI | GOBINATH R, RAMKUMAR S,STEPHEN R ,SIVA BALAN R V ,LAXMI BASAPPA DHARMANNAVAR | Internal | |
| 4 | Map incidences of Vector-borne diseases-dengue | KALPANA P, CHANDRA J,VAIDHEHI V,SIVA BALAN R V | Internal |
Workshop/FDP/Training programme
| Sl.No. | Name of the Workshop/FDP/Training programme | Name of Organiser | Level | Role | Date |
| 1 | Data Analysis using SPSS | DKTE Society's Textile & Engineering Institute, Kolhapur, DKTE Society's Textile & Engineering Institute | National | Participant | 11/08/2025 |
| 2 | Non - Parametric Data Analysis using SPSS | Scrollwell, Scrollwell | National | Participant | 19/05/2025 |
| 3 | One Day Training Session on Generative AI for University Teachers | Centre for Artificial Intelligence, | Institutional | Participant | 06/07/2024 |
| 4 | AI Toolbox for Media Students | Department of Media Studies, | Institutional | Invited Resource Person/Trainer | 21/03/2024 |
| 5 | AI Toolbox for Students | Centre for Artificial Intelligence, | Institutional | Organiser & Presenter | 06/03/2024 |
| 6 | IEEE Conference Application and Memorandum of Understanding (MOU) Process - Time line | IEEE, | International | Participant | 27/02/2024 |
| 7 | How to Develop Your Conference Budget | IEEE, | International | Participant | 27/02/2024 |
| 8 | Event Crisis Management: Protecting Your Conference in Uncertain Times | IEEE, | International | Participant | 27/02/2024 |
| 9 | Public Finance Management System | Baselios Mathews II College of Engineering, | National | Participant | 22/01/2024 |
| 10 | Research Methodology | PADMASHRI DR. V. B. KOLTE COLLEGE OF ENGINEERING, MALKAPUR, | International | Participant | 02/05/2023 |
| 11 | Faculty Development Program on Cyber Security | E & ICT Academy, IIT Kanpur, IIT Kanpur | National | Participant | 20/02/2023 |
| 12 | Faculty Development Program on Advanced Excel with Data Visualization | E & ICT Academy, IIT Kanpur, IIT Kanpur | National | Participant | 13/02/2023 |
| 13 | Curriculum Design and Revision with specific focus on OBE | Staff Development College, CHRIST (Deemed-to-be-University), | Institutional | Participant | 05/12/2022 |
| 14 | Orientation Program | Staff Development College, CHRIST (Deemed-to-be-University), | Participant | 11/10/2022 | |
| 15 | Induction Program | Staff Development College, CHRIST (Deemed-to-be-University), | Institutional | Participant | 28/07/2022 |
| 16 | Imlpementation of National Education Policy 2020: Role of Faculty in Higher Education Institutions | Chandigarh University, Chandigarh University | Institutional | Participant | 20/12/2021 |
| 17 | Database Design and Programming with SQL | ICT Academy, Tamil Nadu, Noorul Islam Centre for Higher Education | Institutional | Participant | 19/11/2015 |
| 18 | Mobile App Development | ICT Academy, Tamilnadu, St. Xavier?s Catholic College of Engineering, Nage | National | Participant | 06/07/2015 |
Awards/Achievements/Others
| Sl.No. | Name of the Awards/Achievements/Others | Description | Organisation | Month/ Year |
| 1 | Certificate of Recognition | Outstanding service in Technical Committee in IAJIT (SCIE) indexed Journal | The International Arab Journal of Information Technology | 08 March 2015 |
| 2 | Best Paper Presenter | 2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE) - on 27/April/2024 | Ballari Institute of Technology & Management | 27 April 2024 |