Dr Thulasyammal a/p Ramiah Pillai


Academic Qualification

  • Doctor of Phillosophy (Applied Statistic), UNIVERSITI PUTRA MALAYSIA, Malaysia
  • Master of Science (Statistic), UNIVERSITI SAINS MALAYSIA, Malaysia
  • BAchelor (Hons) Education, UNIVERSITI SAINS MALAYSIA, Malaysia

Professional Qualification

No records found

Areas of Expertise

  • Mathematical Sciences, Application Of Mathematics And Statistics In Other Areas, Health and Environment
  • Environmental Sciences, Environment Technology/Industry, Analysis of the Impacts of Air pollution on the Health of Malaysian citizen
  • Environmental Sciences, Study of Traffic related air pollution and respiratory symptoms in children living in Kuala Lumpur, Study of Traffic related air pollution and respiratory symptoms in children living in Kuala Lumpur
  • Environmental Sciences, Environmental Issues And Assessment, Air Pollution
  • Medical And Health Sciences, Health Care System, Industries And Technologies, Computer Assisted Diagnostic tool to identify the Cardiac disorders

Research Interest

  • Computer Assisted Diagnostic tool to identify the Cardiac disorders
  • Study of Properties of Higher Order Generalized Autoregressive Moving Average models and the Estimation Methods
  • An Integrated tool of the emission sources, air quality and disease burden for Kuala Lumpur
  • Analysis of the Impacts of Air pollution on the Health of Malaysian citizen
  • Study of Traffic related air pollution and respiratory symptoms in children living in Kuala Lumpur

Publications

2019
  • A Comparison of Various Machine Learning Algorithms in a Distributed Denial of Service Intrusion (SCOPUS-Indexed), International Journal of Engineering and Research - Article in Journals
  • Chapter 11: Electrocardiography: Overview, Preparation and Technique - Book Chapter
  • A Data Science Methodology for Internet-of-Things (ISI-Indexed), Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Article in Journals
  • Accuracy Comparison of Machine Learning Algorithms for Predictive Analytics in Higher Education (ISI-Indexed), Proceedings of International Conference for Emerging Technologies in Computing iCETiC 2019, London, UK - Article in Journals
  • An Open-Air Analysis of The Air Pollutants in Malaysian Atmosphere and mitigation of the problems through an experts engagement workshop on Smart Mobility (SCOPUS-Indexed), CIE48 Proceedings, - Article in Journals
2018
  • GARMA Modelling of ECG and Classification of Arrhythmia (SCOPUS-Indexed) - Article in Proceeding
  • An Open-Air Analysis of The Air Pollutants in Malaysian Atmosphere and mitigation of the problems through an experts engagement workshop on Smart Mobility (SCOPUS-Indexed) - Article in Proceeding
  • Estimation method for GARMA(1,3; ,1) model (SCOPUS-Indexed) - Article in Proceeding
  • A comparison of Estimation Techniques for electrocardiogram classification - Article in Proceeding
  • Credit Card Fraud Detection Using Deep Learning Technique - Article in Proceeding
2017
  • Autocovariance and Autocorrelation structures of the Generalised Autoregressive Moving Average (GARMA (1,3; ,1)) model, Malaysian Journal of Fundamental and Applied Sciences - Article in Journals
  • Comparative analysis of ARMA and GARMA Models in Forecasting - Book Chapter
2015
  • Intrusion Detection Forecasting using time series for improving cyber defence., International Journal of Intelligent Systems and Applications in Engineering, 3, 1, 28-33. - Article in Journals
2014
  • Some Properties of GARMA (1, 2; , 1) and its properties, Communication in Statistics-Theory and Methods, - Article in Journals
  • Effectiveness of autogenic training in improving motor performances in Parkinson s disease (ISI-Indexed), Complementary Therapies in Medicine - Article in Journals
2012
  • Some properties of the Generalised Autoregressive Moving Average (GARMA(1, 1; _1, _2)) model. (ISI-Indexed), Communication and Statistics-Theory and Methods, - Article in Journals
  • An illustration of generalised ARMA (GARMA) time series modelling of forest area in Malaysia, International journal of Modern Physics: Conference Series, 9, 390-397. - Article in Journals
  • Effective of Myofascial Release in the Management of Lateral Epicondylitis in Computer Professionals (ISI-Indexed), Archives of Physical Medicine and Rehabilitation - Article in Journals
2011
  • Application of GARMA (1, 1; 1, ) model to GDP in Malaysia: An Illustrative Example, Journal of Global Business and Economics, 3, 1, 138-145. - Article in Journals
2009
  • Time Series Properties of the Class of First Order Autoregressive Processes with Generalized Moving Average Errors., Journal of Statistics: Advances in Theory and Applications, 2, 1, 71-92. - Article in Journals

Research

  • A novel big data analysis and Cloud platform for education data mining.,  Co-researcher2017 to 2018, Taylor's University
  • Modelling and visualisation of air pollution and its impact on health,  Project Leader2017 to 2020, Taylor's University
  • The classification of Arrhythmia in relation to the Malaysian Lifestyle: Using ECG Data in GARMA and GLM Models ,  Project Leader2016 to 2018, Taylor's University
  • Properties and Estimation of the parameters of Second Order Generalized Autoregressive Moving Average (GARMA) Models ,  Project Leader2014 to 2015, Taylor's University
  • Properties and Estimation of the parameters of Second Order Generalized Autoregressive Moving Average (GARMA) Models ,  Project Leader2014 to 2016, National
  • Properties and Estimation of the Parameters of Second Order Generalized Autoregressive Moving Average (GARMA) Models,  Project Leader2014 to 2016, National

Awards and Stewardship

No records found

Paper Presented

  • An Open-Air Analysis of The Air Pollutants in Malaysian Atmosphere and mitigation of the problems through an experts engagement workshop on Smart Mobility, International Conference On Computers & Industrial Engineering (CONFERENCE), Co-author , 30/10/2018 to 31/10/2018
  • Towards Smart Cities Development: A study on Public Transport Systems and Traffic Related Air Pollutants in Malaysia, IOP Conference Series: Earth and Environmental Science 167 (1), 012015 (CONFERENCE), Co-author , 07/03/2018 to 09/03/2018
  • Estimation method for GARMA(1,3; ,1) model, AIP Conference Proceedings 1974, 040004 (CONFERENCE), Co-author , 04/07/2018 to 05/07/2019
  • GARMA Modelling of ECG and Classification of Arrhythmia, ISMS 2018 8th International Conference on Intelligent Systems, Modelling and Simulation (Published) (CONFERENCE), Co-author , 07/03/2018 to 07/03/2018
  • A comparison of Estimation Techniques for electrocardiogram classification, ICACCA (CONFERENCE), Co-author , 25/10/2018 to 26/10/2018
  • Credit Card Fraud Detection Using Deep Learning Technique, ICACCA (CONFERENCE), ORAL PRESENTER , 25/10/2018 to 25/03/2018
  • GARMA Modelling of ECG and Classification of Arrhythmia, ISMS 2018 8th International Conference on Intelligent Systems, Modelling and Simulation (CONFERENCE), Co-author , 08/05/2018 to 10/05/2018
  • Estimation method for GARMA(1,3; ,1)model, THE 25TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM25): Mathematical Sciences as the Core (CONFERENCE), Co-author , 27/08/2017 to 29/08/2017
  • Generalized Autoregressive Moving Average Models: An Application to GDP in Malaysia, Third Malaysia Statistics Conference (CONFERENCE), ORAL PRESENTER , 17/11/2015 to 17/11/2015
  • Thulasyammal, R. P. (2016) Comparative analysis of ARMA and GARMA Models in Forecasting. International Work-Conference on Time series Analysis (ITISE 2016) Proceedings., Conference on Time series Analysis (CONFERENCE), ORAL PRESENTER , 13/07/2016 to 16/07/2016