Dr Manoj Jayabalan
School of Computer Science and Mathematics

Email address: M.Jayabalan@ljmu.ac.uk
Telephone: 0151 231 2274
Languages
English
Tamil
Hindi
Degrees
2019, Asia Pacific University of Technology & Innovation, Malaysia, PhD (Computing)
2010, Staffordshire University, United Kingdom, MSc (Software Engineering)
2006, Anna University, Chennai, India, B.Engg (Computer Science)
Conference publication
Sharma V, Kolivand H, Asadianfam S, Al-Jumeily D, Jayabalan M. 2023. Point-based Gesture Recognition Techniques 2023 15th International Conference on Developments in eSystems Engineering (DeSE), 15th International Conference on Developments in eSystems Engineering (DeSE) DOI Publisher Url Public Url
Sharma V, Kolivand H, Asadianfam S, Al-Jumeily D, Jayabalan M. 2023. Point-based Gesture Recognition Techniques 2023 15th International Conference on Developments in eSystems Engineering (DeSE), 2023 15th International Conference on Developments in eSystems Engineering (DeSE) DOI Publisher Url Public Url
Mahyoub M, Coombs T, Jayabalan M, Mustafina J, Hussain A. 2023. Identify Type of Lung Infection from Lung Patients X-RAY Image LIVERAGING Computer Vision Proceedings - International Conference on Developments in eSystems Engineering, DeSE, 2023-January :475-480 DOI Publisher Url
Kumar A, Bhargava R, Jayabalan M. 2023. COVID QA Network: A Specific Case of Biomedical Question Answering Proceedings - International Conference on Developments in eSystems Engineering, DeSE, 2023-January :333-338 DOI Publisher Url
Pan CM, Shanmugam K, Rana ME, Jayabalan M. 2023. Early Prediction of COVID-19 Infection with IoT and Machine Learning Proceedings - International Conference on Developments in eSystems Engineering, DeSE, 2023-January :221-226 DOI Publisher Url
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 DOI Publisher Url
Chapters
Jain A, Harper M, Jayabalan M, Mustafina J, Khan W, Liatsis P, Ismail NL, Al-Jumeily OBE D. 2023. Autonomous Driving Through Road Segmentation Based on Computer Vision Techniques Lecture Notes on Data Engineering and Communications Technologies 165 :117-128 DOI Publisher Url
Satpute S, Jayabalan M, Kolivand H, Assi J, Aldhaibani OA, Liatsis P, Daud P, Al-Ataby A, Khan W, Kaky A, Al-Sudani S, Mahyoub M. 2023. Loan Default Forecasting Using StackNet Lecture Notes on Data Engineering and Communications Technologies 165 :434-447 DOI Publisher Url
Lenka RKB, Coombs T, Assi S, Jayabalan M, Mustafina J, Liatsis P, Al-Hamid A, Al-Sudani S, Ismail NL, Al-Jumeily OBE D. 2023. Evaluation of Extractive and Abstract Methods in Text Summarization Lecture Notes on Data Engineering and Communications Technologies 165 :535-546 DOI Publisher Url
Sahai R, Al-Ataby A, Assi S, Jayabalan M, Liatsis P, Loy CK, Al-Hamid A, Al-Sudani S, Alamran M, Kolivand H. 2023. Insurance Risk Prediction Using Machine Learning Lecture Notes on Data Engineering and Communications Technologies 165 :419-433 DOI Publisher Url
Talreja R, Coombs T, Assi S, Ismail NA, Jayabalan M, Liatsis P, Mahyoub M, Al-Hamid A, Kolivand H. 2023. Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches Lecture Notes on Data Engineering and Communications Technologies 165 :388-402 DOI Publisher Url
Murugan S, Assi S, Alatrany A, Jayabalan M, Liatsis P, Mustafina J, Al-Hamid A, Yousif MG, Kaky A, Yao DNL, Al-Jumeily OBE D. 2023. Consumer Behavior Prediction During Covid-19 Pandemic Conditions Using Sentiment Analytics Lecture Notes on Data Engineering and Communications Technologies 165 :209-221 DOI Publisher Url
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
Journal article
Talreja R, Coombs T, Assi S, Ismail NA, Jayabalan M, Liatsis P, Mahyoub M, Al-Hamid A, Kolivand H. 2023. Correction to: Well Log Data Preparation and Effective Utilization of Drilling Parameters Using Data Science Based Approaches (Data Science and Emerging Technologies, LNDECT 165, https://doi.org/10.1007/978-981-99-0741-0_28) Lecture Notes on Data Engineering and Communications Technologies, 165 :C1 DOI Publisher Url
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