Dr Manoj Jayabalan

Chapters

Jayabalan M, Shiksha . 2024. Use of machine learning in credit card fraud detection Digital Innovation Adoption: Architectural Recommendations and Security Solutions :79-95 DOI Publisher Url

Rana ME, Jayabalan M. 2024. Preface :iii-iii DOI Publisher Url

Assi S, Jayabalan M, Parakh V, Assi J, Al-Hamid A, Al-Jumeily OBE D. 2024. Predicting Incidence of Stroke via Supervised Machine Learning Methods on Class Imbalanced Data Al-Jumaily A, Crippa P, Mansour A, Turchetti C. Non-Invasive Health Systems based on Advanced Biomedical Signal and Image Processing CRC Press 9781003346678 DOI Publisher Url

Sen P, Assi S, Assi J, Liatsis P, Jayabalan M, Al-Jumeily OBE D. 2024. evaluation machine learning and deep learning analytics for predicting bankruptcy of companies Tan A, Zhu F, Jiang H, Mostafa K, Yap EH, Chen L, Olule LJA, Myung H. Lecture Notes in Networks and Systems 845 :407-419 Springer, Singapore 978-981-99-8498-5 DOI Publisher Url

Chitapulla MH, Assi S, Bajnaid W, Jayabalan M, Al-Jumeily OBE D. 2024. Evaluation of Hybrid Recommendation System and Machine Learning Algorithms for E-Commerce Platform Tan A, Zhu F, Jiang H, Mostafa K, Yap EH, Chen L, Olule LJA, Myung H. Lecture Notes in Networks and Systems 845 :393-405 Springer. Singapore 978-981-99-8498-5 DOI Publisher Url

Assi S, Jayabalan M, Parakh V, Assi J, Hamid AA, Al-Jumeily D. 2024. Predicting Incidence of Stroke via Supervised Machine Learning Methods on Class Imbalanced Data Non-Invasive Health Systems based on Advanced Biomedical Signal and Image Processing :128-144 DOI Publisher Url

Sardar S, Assi S, Zolkifly IA, Jayabalan M, Alsaleem M, Mohammed AH, Al-Jumeily OBE D. 2024. Application of Deep Learning Algorithms to Terahertz Images for Detection of Concealed Objects Lecture Notes on Data Engineering and Communications Technologies 191 :279-289 DOI Publisher Url

Geddam S, Assi S, Naghavipour H, Jayabalan M, Al-Hamid A, Al-Jumeily OBE D. 2024. Evaluation of Machine Learning Algorithms for Early Prediction of Liver Disease Lecture Notes on Data Engineering and Communications Technologies 191 :521-530 DOI Publisher Url

Sharma D, Jayabalan M, Sultanova N, Mustafina J, Yao DNL. 2024. Multimodal Emotion Recognition Using Attention-Based Model with Language, Audio, and Video Modalities Lecture Notes on Data Engineering and Communications Technologies 191 :193-210 DOI Publisher Url

Nagappan D, Jayabalan M, Alanezi A, Nadi F, Coombs T. 2024. Efficient Time Series of Smoothing and Auto-regressive Forecasting Models for Predicting Police Officer Fatalities in the USA Lecture Notes on Data Engineering and Communications Technologies 191 :181-192 DOI Publisher Url

Rajan SD, Coombs T, Jayabalan M, Ismail NA. 2024. A Comparative Study of Methods for Topic Modelling in News Articles Lecture Notes on Data Engineering and Communications Technologies 191 :269-277 DOI Publisher Url

Soujanya Rao M, Coombs T, Binti Mohamad N, Kumar V, Jayabalan M. 2024. Comparative Analysis of Emotion Recognition Using Large Language Models and Conventional Machine Learning Lecture Notes on Data Engineering and Communications Technologies 191 :211-220 DOI Publisher Url

Rana ME, Jayabalan M. 2024. Role of Smart and Predictive Healthcare in Modern Society Optimized Computational Intelligence Driven Decision-Making: Theory, Application and Challenges :195-213 DOI Publisher Url

Rana ME, Jayabalan M. 2023. Preface :ii

Govindarajulu SK, Watson M, Assi S, Jayabalan M, Liatsis P, Mustafina J, Mohamad N, Al-Munif K, Al-Jumeily OBE D. 2023. Predicting Disaster Type from Social Media Imagery via Deep Neural Networks Directed by Visual Attention Wah YB, Berry MW, Mohamed A, Al-Jumeily OBE D. Lecture Notes on Data Engineering and Communications Technologies 165 :37-37 Springer. Singapore 978-981-99-0741-0 DOI

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

Books (authored)

Rana ME, Jayabalan M. 2024. Digital innovation adoption: Architectural recommendations and security solutions :1-114 DOI Publisher Url

Rana ME, Jayabalan M. 2023. Emerging technologies for digital infrastructure development :1-214 DOI Publisher Url

Journal article

Chernova N, Mustafina J, Jayabalan M, Al-Jumeily D. 2024. Sustainable Learning Process: Assessing the Effectiveness of Teaching Methodology by Analyzing Spatial and Temporal Properties of a Student as a Subject Sustainability, 16 DOI Publisher Url Public 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

Rajendran K, Jayabalan M, Rana ME. 2017. A Study on k-anonymity, l-diversity, and t-closeness Techniques focusing Medical Data INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 17 :172-177

Asare-Frempong J, Jayabalan M. 2017. Exploring the Impact of Big Data in Healthcare and Techniques in Preserving Patients' Privacy INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 17 :143-149

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

Augustus GDPS, Rajarathinam K, Kumari GDS, Kannan D, Jayabalan M. 2005. Analytical and spectral studies on multi-use hydrocarbanaceous plant species of Western Ghats, Tamil Nadu, India ASIAN JOURNAL OF CHEMISTRY, 17 :1385-1389 Author Url

Augustus GDPS, Kumari GDS, Kumar MJ, Kanan D, Jayabalan M. 2005. Phytochemical evaluation of plants of Western Ghats of Tamil Nadu, India ASIAN JOURNAL OF CHEMISTRY, 17 :2076-2080

Augustus GDPS, Rajarathinam K, Shanthakumari GD, Kanan D, Jayabalan M. 2004. Chemical constituents and energy content of Cryptostegia grandiflora: A promising multi-use crop ASIAN JOURNAL OF CHEMISTRY, 16 :1421-1425 Author Url

Augustus GDPR, Mehalingam P, Kannan D, Kumari GDS, Jayabalan M. 2004. Evaluation and bioinduction of energy components in Jatropha curcas L. ASIAN JOURNAL OF CHEMISTRY, 16 :1415-1420

Augustus GDPS, Jayabalan M, Seiler GJ. 2003. Alternative energy sources from plants of Western Ghats (Tamil Nadu, India) BIOMASS & BIOENERGY, 24 :437-444 DOI Publisher Url

Augustus GDPS, Jayabalan M, Seiler GJ. 2002. Evaluation and bioinduction of energy components of Jatropha curcas BIOMASS & BIOENERGY, 23 :161-164 DOI Publisher Url

Augustus GDPS, Jayabalan M, Rajarathinam K, Ray AK, Seiler GJ. 2002. Potential hydrocarbon producing species of Western Ghats, Tamil Nadu, India BIOMASS & BIOENERGY, 23 :165-169 DOI Author Url Publisher Url

Augustus GDPS, Jayabalan M, Seiler GJ. 2000. Cryptostegia grandiflora -: a potential multi-use crop INDUSTRIAL CROPS AND PRODUCTS, 11 :59-62 DOI Publisher Url

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

Mansoor U, Sivakumar V, Jayabalan M. 2023. Customer Churn Prediction in The Banking Sector on Imbalance Dataset International Conference on Integrated Intelligence and Communication Systems, ICIICS 2023, DOI Publisher Url

Gunturi SK, Alugubelly M, Jayabalan M, Aggarwal S. 2023. Real-Time Masked Face Recognition in the Wild with few shots Proceedings - International Conference on Developments in eSystems Engineering, DeSE, :303-310 DOI Publisher Url

Dalal AS, Sultanova N, Jayabalan M, Mustafina J. 2023. Gas Turbine - CO & NOx Emission Data Analysis With Predictive Modelling Using ML/AI Approaches Proceedings - International Conference on Developments in eSystems Engineering, DeSE, :100-104 DOI Publisher Url

Menon S, Sultanova N, Jayabalan M, Mustafina J. 2023. A Study on Data-Driven Energy Forecasting: a Machine Learning Perspective Proceedings - International Conference on Developments in eSystems Engineering, DeSE, :702-705 DOI Publisher Url

Ghodekar AR, Sultanova N, Jayabalan M, Mustafina J. 2023. Tomato Plant Leaf Disease Classification Using Deep Learning Proceedings - International Conference on Developments in eSystems Engineering, DeSE, :685-690 DOI Publisher Url

Mandal S, Alugubelly M, Jayabalan M. 2023. Predicting Themes of Tweets on Earthquakes in Turkey & Syria for Real-Time Classification Proceedings - International Conference on Developments in eSystems Engineering, DeSE, :311-316 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

Other

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

preprint

Lisboa P, Jayabalan M, Ortega-Martorell S, Olier I, Medved D, Nilsson J. 2022. Enhanced survival prediction using explainable artificial intelligence in heart transplantation Research Square Platform LLC DOI Publisher Url

Dataset

Al-Jumeily OBE D, Williams O, Coombs T, Tang L, Birkett J, Jayabalan M, Assi S. On the detections of drugs spiked in different drinks using attenuated total reflection Fourier transform- infrared spectroscopy

Membership of professional bodies:

Senior Member, IEEE.