Dr Manoj Jayabalan

Journal article

Lisboa PJG, Jayabalan M, Ortega-Martorell S, Olier I, Medved D, Nilsson J. 2022. Enhanced survival prediction using explainable artificial intelligence in heart transplantation. Scientific Reports, 12 DOI Author Url Publisher Url Public Url

Muthisamy TM, Jayabalan M, Rana ME. 2020. Analysis of autistic spectrum disorder screening data for adolescents International Journal of Current Research and Review, 12 :23-30 DOI Publisher Url Public Url

Andrean A, Jayabalan M, Thiruchelvam V. 2020. Keystroke dynamics based user authentication using deep multilayer perceptron International Journal of Machine Learning and Computing, 10 :134-139 DOI Publisher Url Public Url

Ismael AA, Jayabalan M, Al-Jumeily D. 2020. A study on human activity recognition using smartphone Journal of Advanced Research in Dynamical and Control Systems, 12 :795-803 DOI Publisher Url

Muaz A, Jayabalan M, Thiruchelvam V. 2020. A comparison of data sampling techniques for credit card fraud detection International Journal of Advanced Computer Science and Applications, 11 :477-485 DOI Publisher Url

Sohail A, Aslam U, Tariq HI, Jayabalan M. 2020. Methodologies and techniques for text summarization: A survey Journal of Critical Reviews, 7 :781-785 DOI

Suhail A, Jayabalan M, Thiruchelvam V. 2020. Convolutional neural network based object detection: A review Journal of Critical Reviews, 7 :786-792 DOI

Xiaotian C, Jayabalan M, Thiruchelvam V. 2020. Conversational recommender system for travelers to beijing using natural language processing and neural network Journal of Advanced Research in Dynamical and Control Systems, 12 :1574-1593 DOI Publisher Url

Rajendran K, Jayabalan M, Thiruchelvam V. 2020. Predicting breast cancer via supervised machine learning methods on class imbalanced data International Journal of Advanced Computer Science and Applications, 11 :54-63 DOI Publisher Url

Aslam U, Jayabalan M, Ilyas H, Suhail A. 2019. A survey on opinion spam detection methods International Journal of Scientific and Technology Research, 8 :1355-1363 Publisher Url Public Url

Rajendran K, Jayabalan M, Thiruchelvam V, Sivakumar V. 2019. Feasibility study on data mining techniques in diagnosis of breast cancer International Journal of Machine Learning and Computing, 9 :328-333 DOI Publisher Url Public Url

Goudjerkan T, Jayabalan M. 2019. Predicting 30-day hospital readmission for diabetes patients using multilayer perceptron International Journal of Advanced Computer Science and Applications, 10 DOI Publisher Url Public Url

Eria K, Jayabalan M. 2019. Neural machine translation: A review of the approaches Journal of Computational and Theoretical Nanoscience, 16 :3596-3602 DOI Publisher Url

Leong OJ, Jayabalan M. 2019. A comparative study on credit card default risk predictive model Journal of Computational and Theoretical Nanoscience, 16 :3591-3595 DOI Publisher Url

Mafas R, Jayabalan M. 2019. A study of the cryptographic technologies on big data privacy and security in e-commerce Journal of Computational and Theoretical Nanoscience, 16 :3587-3590 DOI Publisher Url

Boodhun N, Jayabalan M. 2018. Risk prediction in life insurance industry using supervised learning algorithms Complex & Intelligent Systems, 4 :145-154 DOI Author Url Publisher Url Public Url

Jayabalan M, Rana ME. 2018. Anonymizing Healthcare Records: A Study of Privacy Preserving Data Publishing Techniques ADVANCED SCIENCE LETTERS, 24 :1694-1697 DOI Author Url Publisher Url

Iftikhar W, Mahmood Z, Jayabalan M. 2018. A review of big data in the healthcare sector: Evaluation and analysis of cervical cancer data Journal of Advanced Research in Dynamical and Control Systems, 10 :40-51

Nee WA, Jayabalan M. 2018. Data preparation techniques for cervical cancer screening Journal of Advanced Research in Dynamical and Control Systems, 10 :19-25

Jayabalan M, O'Daniel T. 2016. Access control and privilege management in electronic health record: a systematic literature review JOURNAL OF MEDICAL SYSTEMS, 40 DOI Author Url Publisher Url

Chapters

Jayabalan M. 2022. Application of Machine Learning to User Behavior-Based Authentication in Smartphone and Web Applications of Machine Learning and Deep Learning for Privacy and Cybersecurity :73-94 IGI Global DOI Publisher Url Public Url

Jain SV, Jayabalan M. Applying Machine Learning Methods for Credit Card Payment Default Prediction With Cost Savings Biomedical and Business Applications Using Artificial Neural Networks and Machine Learning :285-305 IGI Global DOI Publisher Url

Conference publication

Gupta R, Bhargava R, Jayabalan M. 2021. Diagnosis of Breast Cancer on Imbalanced Dataset Using Various Sampling Techniques and Machine Learning Models Proceedings - International Conference on Developments in eSystems Engineering, DeSE, 2021-December :162-167 DOI Publisher Url

Lisboa PJG, Ortega-Martorell S, Jayabalan M, Olier I. 2020. Efficient Estimation of General Additive Neural Networks: A Case Study for CTG Data Koprinska I, Kamp M, Appice A, Loglisci C, Antonie L, Zimmermann A, Guidotti R, Ozgobek O. ECML PKDD 2020 WORKSHOPS, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 1323 :432-446 DOI Author Url Publisher Url

Jayabalan M. 2020. Towards an Approach of Risk Analysis in Access Control 2020 13TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2020), 13th International Conference on Developments in eSystems Engineering (DeSE) :287-292 DOI Author Url Publisher Url

Chitti M, Chitti P, Jayabalan M. 2020. Need for Interpretable Student Performance Prediction 2020 13TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE 2020), 13th International Conference on Developments in eSystems Engineering (DeSE) :269-272 DOI Author Url Publisher Url

Jayabalan M, Thiruchelvam V. 2017. A Design of Patients Data Transparency in Electronic Health Records 2017 IEEE INTERNATIONAL SYMPOSIUM ON CONSUMER ELECTRONICS (ISCE), 21st IEEE International Symposium on Consumer Electronics (ISCE) :9-10 Author Url

Jayabalan M, O'Daniel T. 2017. Continuous and Transparent Access Control Framework for Electronic Health Records: A Preliminary Study Wibowo FW. 2017 2ND INTERNATIONAL CONFERENCES ON INFORMATION TECHNOLOGY, INFORMATION SYSTEMS AND ELECTRICAL ENGINEERING (ICITISEE), 2nd International conferences on Information Technology, Information Systems and Electrical Engineering (ICITISEE) :165-170 DOI Author Url Publisher Url

Asare-Frempong J, Jayabalan M. 2017. Predicting Customer Response to Bank Direct Telemarketing Campaign 2017 INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGY AND TECHNOPRENEURSHIP (ICE2T), International Conference on Engineering Technology and Technopreneurship (ICE2T) DOI Author Url Publisher Url

Jayabalan M, Rana ME, Firdaus MRA. 2016. A Prototype for Interactive Enhancements of Malaysian Digital Newspapers PROCEEDINGS OF THE 14TH IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), 14th IEEE Student Conference on Research and Development (SCOReD) DOI Author Url Publisher Url

Jayabalan M, Barakat ZAH, Ramiah S. 2015. Data Exchange Model for Classified Advertisement Using Android 2015 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), IEEE Student Conference on Research and Development (SCOReD) :266-271 DOI Author Url Publisher Url

Vasudavan H, Jayabalan M, Ramiah S. 2015. A Preliminary Study on Designing Tour Website for Older People 2015 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), IEEE Student Conference on Research and Development (SCOReD) :670-675 DOI Author Url Publisher Url

Ramiah S, Liong TY, Jayabalan M. 2015. Detecting Text Based Image With Optical Character Recognition for English Translation and Speech using Android 2015 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), IEEE Student Conference on Research and Development (SCOReD) :272-277 DOI Author Url Publisher Url

Govindarajulu S, Watson M, Assi S, Jayabalan M, Liatsis P, Mustafina J, Al-munif K, Mohamad N, Al-Jumeily OBE D. Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention The First International Conference on Data Science and Emerging Technologies 2022 - Artificial Intelligence