Article

Haque, Radiah and Ho, Sin Ban and Chai, Ian and Abdullah, Adina (2023) Improved Adam-based Feedforward Deep Neural Network Model for Personalized Asthma Predictions. Journal of System and Management Sciences, 13 (2). pp. 241-257. ISSN 1816-6075, 1818-0523

Haque, Radiah and Ho, Sin Ban and Chai, Ian and Abdullah, Adina (2022) Parameter and Hyperparameter Optimisation of Deep Neural Network Model for Personalised Predictions of Asthma. Journal of Advances in Information Technology, 13 (5). pp. 512-517. ISSN 1798-2340

Haque, Radiah and Ho, Sin Ban and Chai, Ian and Abdullah, Adina (2021) Optimised deep neural network model to predict asthma exacerbation based on personalised weather triggers. F1000Research, 10 (911). pp. 1-16. ISSN 2046-1402

Book Section

Haque, Radiah and Ho, Sin Ban and Chai, Ian and Teoh, Chin Wei and Abdullah, Adina and Tan, Chuie Hong and Dollmat, Khairi Shazwan (2021) Intelligent Health Informatics with Personalisation in Weather-Based Healthcare Using Machine Learning. In: Innovative Systems for Intelligent Health Informatics. Lecture Notes on Data Engineering and Communications Technologies, 72 . Springer, pp. 29-40. ISBN Print ISBN 978-3-030-70712-5, 978-3-030-70713-2

Ho, Sin Ban and Haque, Radiah and Chai, Ian and Tan, Chuie Hong and Dollmat, Khairi Shazwan and Abdullah, Adina (2020) Integrating Mobile Devices with Cohort Analysis into Personalised Weather-Based Healthcare. In: Computational Collective Intelligence. Lecture Notes in Computer Science, 12496 . Springer Science and Business Media Deutschland GmbH, International Conference on Computational Collective Intelligence, pp. 606-618. ISBN 9783030630065

Conference or Workshop Item

Haque, Radiah and Ho, Sin Ban and Chai, Ian and Abdullah, Adina (2022) Investigating the Impacts of Weather and Personalisation on Asthma Exacerbations using Machine Learning. In: ICSCA 2022: 2022 11th International Conference on Software and Computer Applications, 24 - 26 February 2022, Melaka Malaysia.

Haque, Radiah and Ho, Sin Ban and Chai, Ian and Teoh, Chin Wei and Abdullah, Adina and Tan, Chuie Hong and Dollmat, Khairi Shazwan (2021) Intelligent Asthma Self-management System for Personalised Weather-Based Healthcare Using Machine Learning. In: International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, 26-29 July 2021, Kuala Lumpur, Malaysia.