Ir. Prof. Dr. Huang Yuk Feng
journal article
- Koo Chai Hoon, "Decomposed intrinsic mode functions and deep learning algorithms for water quality index forecasting", NEURAL COMPUTING & APPLICATIONS, SPRINGER LONDON LTD, Volume 1, Issue 1, pp 1, April 2024 (ISSN: 0941-0643).
- Ng Jing Lin, "Enhanced Daily Reference Evapotranspiration Estimation Using Optimized Hybrid Support Vector Regression Models", WATER RESOURCES MANAGEMENT, SPRINGER, Volume 1, Issue 1, pp 1, May 2024 (ISSN: 0920-4741).
- Sarmad Dashti Latif, Vivien Lai, Farah Hazwani Hahzaman, Ali Najah Ahmed, "Ozone concentration forecasting utilizing leveraging of regression machine learnings: A case study at Klang Valley, Malaysia", Results in Engineering, ELSEVIER, Volume 21, Issue 1, pp 1, March 2024 (ISSN: 2590-1230).
- Vivien Lai, Nora Yusma Mohamed Yusoff, Ali Najah Ahmed, "The benefits and perspectives of the palm oil industry in Malaysia", ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, SPRINGER, Volume 1, Issue 1, pp 1, February 2024 (ISSN: 1387-585X).
- Yaxing Wei, Huzaifa Bin Hashim, Sai Hin Lai, Kai Lun Chong, "Comparative Analysis of Artificial Intelligence Methods for Streamflow Forecasting", IEEE Access, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, Volume 1, Issue 1, pp 1, January 2024 (ISSN: 2169-3536).
- Ahmedbahaaaldin Ibrahem Ahmed Osman, Sarmad Dashti Latif, Kenneth Beng Wee Boo, Ali Najah Ahmed, "Advanced machine learning algorithm to predict the implication of climate change on groundwater level for protecting aquifer from depletion", Groundwater for Sustainable Development, ELSEVIER, Volume 25, Issue 1, pp 1, May 2024 (ISSN: 2352-801X).
- Jing Lin Ng, "Comparative evaluation of various parameter estimation methods for extreme rainfall in Kelantan River Basin", THEORETICAL AND APPLIED CLIMATOLOGY, SPRINGER WIEN, Volume 155, Issue 1, pp 1759-1775, November 2023 (ISSN: 0177-798X).
- Ng Jing Lin, "Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration", Water Supply, IWA PUBLISHING, Volume 23, Issue 4, pp 1, December 2023 (ISSN: 1606-9749).
- K.W. Ng, C.H. Koo, "A review of hybrid deep learning applications for streamflow forecasting", Journal of Hydrology, ELSEVIER, Volume 625, Issue 1, pp 1, October 2023 (ISSN: 0022-1694).
- Nur Alyaa Hazrin, Kai Lun Chong, "Predicting sea levels using ML algorithms in selected locations along coastal Malaysia", Heliyon, Elsevier, Volume 9, Issue 9, pp 1, September 2023 (ISSN: 2405-8440).
- Nasrin Adlin Syahirah Kasniza Jumari, Ali Najah Ahmed, "Analysis of urban heat islands with landsat satellite images and GIS in Kuala Lumpur Metropolitan City", Heliyon, Heliyon, Volume 1, Issue 1, pp 1, August 2023 (ISSN: 2405-8440).
- Stephen Luo Sheng Yong, Stephen Luo Sheng Yong, "Local and global sensitivity analysis and its contributing factors in reference crop evapotranspiration", Water Supply, IWA PUBLISHING, Volume 23, Issue 4, pp 1672-1683, April 2023 (ISSN: 1606-9749).
- Stephen Luo Sheng Yong, "Enhanced Daily Reference Evapotranspiration Estimation Using Optimized Hybrid Support Vector Regression Models", WATER RESOURCES MANAGEMENT, SPRINGER, Volume 1, Issue 1, pp 1, May 2023 (ISSN: 0920-4741).
- Sarmad Dashti Latif, Nur Alyaa Binti Hazrin, Chai Hoon Koo, Jing Lin Ng, "Assessing rainfall prediction models: Exploring the advantages of machine learning and remote sensing approaches", Alexandria Engineering Journal, ELSEVIER, Volume 82, Issue 1, pp 16-25, November 2023 (ISSN: 1110-0168).
- Peninsular Malaysia, "Comparative assessment of drought indices for evaluating drought patterns in Peninsular Malaysia", Journal of Water and Climate Change, IWA PUBLISHING, Volume 14, Issue 11, pp 4183-4197, September 2023 (ISSN: 2040-2244).
- Jing Lin Ng, Tan Kok Weng, "Space?time heterogeneity of drought characteristics in Sabah and Sarawak, East Malaysia: implications for developing effective drought monitoring and mitigation strategies", Applied Water Science, SPRINGER HEIDELBERG, Volume 13, Issue 1, pp 1, October 2023 (ISSN: 2190-5487).
- Min Yan Chia, Chai Hoon Koo, "Artificial Intelligence Generated Synthetic Datasets as the Remedy for Data Scarcity in Water Quality Index Estimation", WATER RESOURCES MANAGEMENT, SPRINGER, Volume 37, Issue 1, pp 6183-6198, December 2023 (ISSN: 0920-4741).
- Yi Xun Tan, Jing Lin Ng, "Quantitative analysis of input data uncertainty for SPI and SPEI in Peninsular Malaysia based on the bootstrap method", Hydrological Sciences Journal, TAYLOR & FRANCIS LTD, Volume 1, Issue 1, pp 1724-1737, September 2023 (ISSN: 0262-6667).
- Nouar AlDahoul, Mhd Adel Momo, K. L. Chong, Ali Najah Ahmed, "Streamflow classification by employing various machine learning models for peninsular Malaysia", Scientific Reports, Nature Publishing Group UK, Volume 13, Issue 1, pp 14574, September 2023 (ISSN: 2045-2322).
- Ali Najah Ahmed, "Integrated GIS and multivariate statistical approach for spatial and temporal variability analysis for lake water quality index", Cogent Engineering, Cogent, pp 1, March 2023 (ISSN: 2331-1916).
- Ng Jing Lin, "Estimation of Reference Crop Evapotranspiration with Three Different Machine Learning Models and Limited Meteorological Variables", Agronomy-Basel, MDPI, pp 1, March 2023 (ISSN: 2073-4395).
- Yaxing Wei, K. L. Chong, "Investigation of Meta-heuristics Algorithms in ANN Streamflow Forecasting", KSCE Journal of Civil Engineering, Springer, pp 2297-2312, April 2023 (ISSN: 1226-7988).
- Ali Najah Ahmed, "Water budget-salt balance model for calculating net water saving considering different non-conventional water resources in agricultural process", Heliyon, Elsevier, pp 1, April 2023 (ISSN: 2405-8440).
- Chong Kai Lun, Ali Najah Ahmed, "Sediment load prediction in Johor river: deep learning versus machine learning models", Applied Water Science, SPRINGER HEIDELBERG, Volume 13, Issue 79, pp 1, March 2023 (ISSN: 2190-5487).
- Vivien Lai, Jing Lin Ng, Ali Najah Ahmed, Koo Chai Hoon, "Predicting Sea Level Rise Using Artificial Intelligence: A Review", ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, Springer, pp 1, May 2023 (ISSN: 1134-3060).
- Koo Chai Hoon, Vivien Lai, Ali Najah Ahmed, "Optimal water supply reservoir operation by leveraging the meta-heuristic Harris Hawks algorithms and opposite based learning technique", Scientific Reports, Nature, pp 1, April 2023 (ISSN: 2045-2322).
- Tan Kok Weng, "Statistical downscaled local climate model for future rainfall changes analysis: A case study of Hyogo prefecture, Japan", Global NEST Journal, GLOBAL Nest, pp 1, February 2023 (ISSN: 1790-7632).
- Yee L.Z., Tan K.W, "Statistical Downscaling of Regional Climate Model: A Case Study in Penang Island, Malaysia", Global NEST Journal, GLOBAL NETWORK ENVIRONMENTAL SCIENCE & TECHNOLOGY, pp 267-275, March 2022 (ISSN: 1790-7632).
- Marwah Sattar Hanoon, Ali Najah Ahmed, Ahmed El-Shafiej Department of Civil, Kwok wing Chaui Department of Civ, "Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source", Engineering Applications of Computational Fluid Mechanics, TAYLOR & FRANCIS LTD, pp 1673-1689, August 2022 (ISSN: 1994-2060).
- Yi Xun Tan, Jing Lin Ng, "A Review on Drought Index Forecasting and Their Modelling Approaches", ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, SPRINGER, pp 1, October 2022 (ISSN: 1134-3060).
- V.Lai, Chai Hoon Koo, "Conceptual Sim-Heuristic optimization algorithm to evaluate the climate impact on reservoir operations", JOURNAL OF HYDROLOGY, ELSEVIER, pp 1, October 2022 (ISSN: 0022-1694).
- Karim Sherif Mostafa Hassan Ibrahim, Chai Hoon Koo, "Forecasting multi-step-ahead reservoir monthly and daily inflow using machine learning models based on different scenarios", APPLIED INTELLIGENCE, SPRINGER, pp 1, August 2022 (ISSN: 0924-669X).
- Kok Poh Wai, Chai Hoon Koo, "Applications of deep learning in water quality management: A state-of-the-art review", JOURNAL OF HYDROLOGY, ELSEVIER, pp 1, September 2022 (ISSN: 0022-1694).
- Mustafa Abed, Ali Najah Ahmed, "Modelling monthly pan evaporation utilising Random Forest and deep learning algorithms", Scientific Reports, NATURE PORTFOLIO, pp 1, July 2022 (ISSN: 2045-2322).
- Min Yan Chia, Chai Hoon Koo, "Long-term forecasting of monthly mean reference evapotranspiration using deep neural network: A comparison of training strategies and approaches", APPLIED SOFT COMPUTING, ELSEVIER, pp 1, July 2022 (ISSN: 1568-4946).
- Ali Najah Ahmed, MarwahSattar Hanoon, Ahmed El-Shafie, "Prediction of hydropower generation via machine learning algorithms at three Gorges Dam, China", Ain Shams Engineering Journal, ELSEVIER, pp 1, August 2022 (ISSN: 2090-4479).
- Chong Kai Lun, Chai Hoon Koo, Ali Najah Ahmed, Ahmed El-Shafie, "Investigation of cross-entropy-based streamflow forecasting through an efficient interpretable automated search process", Applied Water Science, SPRINGER HEIDELBERG, November 2022 (ISSN: 2190-5487).
- Ali Najah Ahmed, Mustafa Abed, "A novel application of transformer neural network (TNN) for estimating pan evaporation rate", Applied Water Science, SPRINGER HEIDELBERG, December 2022 (ISSN: 2190-5487).
- Chong Kai Lun, Ali Najah Ahmed, "Application of augmented bat algorithm with artificial neural network in forecasting river inflow in Malaysia", Applied Water Science, SPRINGER HEIDELBERG, December 2022 (ISSN: 2190-5487).
- Vivien Lai, Ali Najah Ahmed, "Investigating dam reservoir operation optimization using metaheuristic algorithms", Applied Water Science, SPRINGER HEIDELBERG, November 2022 (ISSN: 2190-5487).
- Yi Xun Tan, Jing Lin Ng, "Spatiotemporal variability assessment and accuracy evaluation of Standardized Precipitation Index and Standardized Precipitation Evapotranspiration Index in Malaysia", Earth Science Informatics, SPRINGER HEIDELBERG, December 2022 (ISSN: 1865-0473).
- Sahar Mohsenzadeh Karimi, Majid Mirzaei, "Hybrids of machine learning techniques and wavelet regression for estimation of daily solar radiation", STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, SPRINGER, pp 1, June 2022 (ISSN: 1436-3240).
- Ahmedbahaaaldin Ibrahem Ahmed Osman, Ali Najah Ahmed, Pavitra Kumar, Ahmed H. Birima, Mohsen Sherif, "Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches", ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, SPRINGER, pp 1-2, January 2022 (ISSN: 1134-3060).
- Ali Najah Ahmed, Ayman Yafouz, Ahmed H Birima, Ozgur Kisi, "Water level prediction using various machine learning algorithms: a case study of Durian Tunggal river, Malaysia", Engineering Applications of Computational Fluid Mechanics, HONG KONG POLYTECHNIC UNIV, DEPT CIVIL & STRUCTURAL ENG, Volume 16, Issue 1, pp 422-440, February 2022 (ISSN: 1994-2060).
- Jing Lin Ng, Stephen Luo Sheng Yong, Jia Wen Tan, "Comparative assessment of reference crop evapotranspiration models and its sensitivity to meteorological variables in Peninsular Malaysia", STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, SPRINGER, pp 1-2, April 2022 (ISSN: 1436-3240).
- Yusuf Essam, Jing Lin Ng, Ahmed H Birima, Ali Najah Ahmed, Ahmed El-Shafie, "Predicting streamflow in Peninsular Malaysia using support vector machine and deep learning algorithms", Scientific Reports, NATURE RESEARCH, pp 1-2, March 2022 (ISSN: 2045-2322).
- Ali Najah Ahmed, Jing Lin Ng, Kok Weng Tan, Pavitra Kumar, Ahmed El-Shafie, "Rainfall Variability Index (RVI) analysis of dry spells in Malaysia", NATURAL HAZARDS, SPRINGER, pp 1-2, February 2022 (ISSN: 0921-030X).
- Yusuf Essam, Ahmed H. Birima, Ali Najah Ahmed, Ahmed El-Shafie, "Predicting suspended sediment load in Peninsular Malaysia using support vector machine and deep learning algorithms", Scientific Reports, NATURE RESEARCH, pp 1-2, January 2022 (ISSN: 2045-2322).
- Ommolbanin Bazrafshan, Mohammad Ehteram, Sarmad Dashti Latif, "Predicting crop yields using a new robust Bayesian averaging model based on multiple hybrid ANFIS and MLP models", Ain Shams Engineering Journal, ELSEVIER, Volume 13, pp 10172, September 2022 (ISSN: 2090-4479).
- Behrooz Keshtegar, Shafika Sultan Abdullah, Mandeep Kaur Saggi, Khaled Mohamed Khedher, Zaher Mundher Yaseen, "Reference evapotranspiration prediction using high-order response surface method", THEORETICAL AND APPLIED CLIMATOLOGY, SPRINGER WIEN, pp 1-2, April 2022 (ISSN: 0177-798X).
- Ervin Shan Khai Tiu, Jing Lin Ng, Nouar AlDahoul, Ali Najah Ahmed, Ahmed Elshafie, "An evaluation of various data pre-processing techniques with machine learning models for water level prediction", NATURAL HAZARDS, Springer, July 2021 (ISSN: 0921-030X).
- Goh Ee Hang, Jing Lin Ng, Stephen Luo Sheng Yong, "Performance of potential evapotranspiration models in Peninsular Malaysia", Journal of Water and Climate Change, IWA, June 2021 (ISSN: 2040-2244).
- See Leng Chia;, Min Yan Chia;, Chai Hoon Koo, "Integration of advanced optimization algorithms into least-square support vector machine (LSSVM) for water quality index prediction", Water Science and Technology-Water Supply, IWA, September 2021 (ISSN: 1606-9749).
- Kit Fai Fung,, Kim Soon Chew,, Ali Najah Ahmed,, Fang Yenn Teo,, Jing Lin Ng,, "Evaluation of spatial interpolation methods and spatiotemporal modeling of rainfall distribution in Peninsular Malaysia", Ain Shams Engineering Journal, ELSEVIER, September 2021 (ISSN: 2090-4479).
- Hue Hui Theng;, Jing Lin Ng;, Tan Yi Xun, "Trend analysis of potential evapotranspiration at peninsular Malaysia", Water Science and Technology-Water Supply, IWA, October 2021 (ISSN: 1606-9749).
- Sarmad Dashti Latif, Ali Najah Ahmed, Edlic Sathiamurthy, Ahmed El-Shafie, "Evaluation of deep learning algorithm for inflow forecasting: a case study of Durian Tunggal Reservoir, Peninsular Malaysia", NATURAL HAZARDS, Springer, June 2021 (ISSN: 0921-030X).
- Hun Vui Woo, Jing Lin Ng, Celine Chong, Jin Chai Lee, "Spatiotemporal analysis of temperature data trends in Peninsular Malaysia", Arabian Journal of Geosciences, SPRINGER HEIDELBERG, August 2021 (ISSN: 1866-7511).
- Haitham Abdulmohsin Afan,, Ahmedbahaaaldin Ibrahem Ahmed Osman,, Yusuf Essam,, Ali Najah Ahmed,, Ozgur Kisi,, "Modeling the fluctuations of groundwater level by employing ensemble deep learning techniques", Engineering Applications of Computational Fluid Mechanics, HONG KONG POLYTECHNIC UNIV, DEPT CIVIL & STRUCTURAL ENG, September 2021 (ISSN: 1994-2060).
- Mohammad Ehteram,, Fatemeh Panahi,, Ali Najah Ahmed,, Pavitra Kumar, Ahmed Elshafie, Ahmed Elshafie, "Predicting evaporation with optimized artificial neural network using multi-objective salp swarm algorithm", ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, Springer, September 2021 (ISSN: 0944-1344).
- Mustafa Abed,, Monzur Alam Imteaz,, Ali Najah Ahmed, "Application of long short-term memory neural network technique for predicting monthly pan evaporation", Scientific Reports, NATURE RESEARCH, October 2021 (ISSN: 2045-2322).
- Min Yan Chia, Chai Hoon Koo, "Resolving data-hungry nature of machine learning reference evapotranspiration estimating models using inter-model ensembles with various data management schemes", AGRICULTURAL WATER MANAGEMENT, ELSEVIER, November 2021 (ISSN: 0378-3774).
- Fatemeh Panahi,, Mohammad Ehteram,, Ali Najah Ahmed, "Streamflow prediction with large climate indices using several hybrid multilayer perceptrons and copula Bayesian model averaging", ECOLOGICAL INDICATORS, Elsevier, November 2021 (ISSN: 1470-160X).
- Chong Kai Lun, Chai Hoon Koo, Ali Najah Ahmed, Ahmed El-Shafie, "Spatiotemporal Variability Analysis of Standardized Precipitation Indexed Droughts Using Wavelet Transform", JOURNAL OF HYDROLOGY, Elsevier, December 2021 (ISSN: 0022-1694).
- Vivien Lai, Chai Hoon Koo, Ali Najah Ahmed, Ahmed El-Shafie, "A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms", ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, Springer, December 2021 (ISSN: 1134-3060).
- Ahmedbahaaaldin Ibrahem Ahmed Osman, Ali Najah Ahmed,, Ming Fai Chow, "Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia", Ain Shams Engineering Journal, Elsevier, Volume 0, Issue 0, January 2021 (ISSN: 2090-4479).
- Min Yan Chia, Chai Hoon Koo, "Swarm-based optimization as stochastic training strategy for estimation of reference evapotranspiration using extreme learning machine", AGRICULTURAL WATER MANAGEMENT, Elsevier, Volume 243, Issue 10644, pp 10644, January 2021 (ISSN: 0378-3774).
- Mohammad Ehteram, Ali Najah Ahmed, Sarmad Dashti Latif, "Design of a hybrid ANN multi-objective whale algorithm for suspended sediment load prediction", ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, Springer Berlin Heidelberg, Volume 28, Issue 2, pp 1596-1611, January 2021 (ISSN: 0944-1344).
- AwatifAziz, Ali Najah Ahmed, Yusuf Essam, Ahmed El-Shafie, "An assessment of sedimentation in Terengganu River, Malaysia using satellite imagery", Ain Shams Engineering Journal, ELSEVIER - https://doi.org/10.1016/j.asej.2021.03.014, May 2021 (ISSN: 2090-4479).
- Amir Hossein Salimi, Ali Shamshiri, Najah najah ahmed, Ahmed El-Shafie, "TOTAL IRON REMOVAL FROM WATER USING MODIFIED CLINOPETILOLITE", Ain Shams Engineering Journal, Elsevier, May 2021 (ISSN: 2090-4479).
- Karim Sherif Mostafa Hassan Ibrahim, Ali Najah Ahmed, Chai Hoon Koo, Ahmed El-Shafie, "A Review of the Hybrid Artificial Intelligence and Optimization Modelling of Hydrological Streamflow Forecasting", Alexandria Engineering Journal, Elsevier, May 2021 (ISSN: 1110-0168).
- V. Lai, Chai Hoon Koo, Ali Najah Ahmed, Ahmed El-Shafie, "Optimization of reservoir operation at Klang Gate Dam utilizing a whale optimization algorithm and a Lévy flight and distribution enhancement technique", Engineering Applications of Computational Fluid Mechanics, HONG KONG POLYTECHNIC UNIV, DEPT CIVIL & STRUCTURAL ENG, Volume 15, Issue 1, pp 1682-1702, October 2021 (ISSN: 1994-2060).
- Ali Najah Ahmed, Fang Yenn Teo, Ming Fai Chow, "Surface water quality status and prediction during movement control operation order under COVID-19 pandemic: Case studies in Malaysia", International Journal of Environmental Science and Technology, Springer
https://pubmed.ncbi.nlm.nih.gov/33558809/
doi: 10.1007/s13762-021-03139-y, February 2021 (ISSN: 1735-1472).
- Min Yan Chia, Chai Hoon Koo, "Improving reference evapotranspiration estimation using novel inter-model ensemble approaches", COMPUTERS AND ELECTRONICS IN AGRICULTURE, Elsevier, May 2021 (ISSN: 0168-1699).
- Min Yan Chia, Chai Hoon Koo, "Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters", COMPUTERS AND ELECTRONICS IN AGRICULTURE, Elsevier, Volume 175, Issue 10557, pp 10557, August 2020 (ISSN: 0168-1699).
- Yazid Tikhamarine, Doudja Souag-Gamane, Ali Najah Ahmed, Saad Sh Sammen, Ozgur Kisi, "Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization", JOURNAL OF HYDROLOGY, Elsevier, Volume 589, Issue 12513, pp 12513, October 2020 (ISSN: 0022-1694).
- Fatemeh Barzegari Banadkooki, Mohammad Ehteram, Ali Najah Ahmed, Fang Yenn Teo, Chow Ming Fai, "Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm", ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, Springer Berlin Heidelberg, Volume 27, Issue 30, pp 38094-38116, October 2020 (ISSN: 0944-1344).
- fung kit fai, koo chai hoon, "Seasonal Hydrological Drought Indicator for Tropical
Drought Identification", International Journal of Environmental Science and Development, IJESD, Volume 11, Issue 2, pp 99-105, February 2020 (ISSN: 2010-0264).
- Min Yan Chia, "Recent Advances in Evapotranspiration Estimation
Using Artificial Intelligence Approaches with a Focus
on Hybridization Techniques?A Review", Agronomy-Basel, MDPI, Volume 10(1), pp 101-113, January 2020 (ISSN: 2073-4395).
- Yi Xun TAN, Jing Lin NG, Yuk Feng HUANG, "ESTIMATION OF MISSING DAILY RAINFALL DURING MONSOON SEASONS FOR TROPICAL REGION: A COMPARISON BETWEEN ANN AND CONVENTIONAL METHODS", Carpathian Journal of Earth and Environmental Sciences, North University of Baia Mare, Volume 15, Issue 1, pp 103-112, February 2020 (ISSN: 1842-4090).
- Fung Kit Fai, Koo Chai Hoon, "Assessing drought conditions through temporal pattern, spatial characteristic and operational accuracy indicated by SPI and SPEI: case analysis for Peninsular Malaysia", NATURAL HAZARDS, Springer, May 2020 (ISSN: 0921-030X).
- Chun Kang Ng, Jing Lin Ng, Yi Xun Tan, Majid Mirzaei, "Tropical rainfall trend and stationarity analysis", Water Science and Technology-Water Supply, IWA Publishing, Volume 20, Issue 7, pp 2471-2483, November 2020 (ISSN: 1606-9749).
- Mohammad Ehteram, Fang Yenn Teo, Ali Najah Ahmed, Sarmad Dashti Latif, "Performance improvement for infiltration rate prediction using hybridized Adaptive Neuro-Fuzzy Inferences System (ANFIS) with optimization algorithms", Ain Shams Engineering Journal, Elsevier, Volume 0, Issue 0, November 2020 (ISSN: 2090-4479).
- Paveethira Suppiah Suppiah, Kok Weng Tan, Kah Seng Chin, "Assessment of Climate Hazards Using PRECIS Regional Climate Model (RCM): A Case Study in Cameron Highlands, Pahang, Malaysia", Journal of Environmental Science and Management, University of the Philippines Los Banos, Volume 0, Issue 0, December 2020 (ISSN: 0119-1144).
- Kit Fai Fung, Chai Hoon Koo, "Investigation of streamflow as seasonal hydrological drought indicator for a tropical region", Water Science and Technology-Water Supply, IWA, December 2019 (ISSN: 1606-9749).
- Kamesh R, "Projection of Riverine Flooding on Government Healthcare Facilities in Peninsular Malaysia Due To Climate Change", Geoinformatics & Geostatistics: An Overview, SciTechnol, January 2019 (ISSN: 2327-4581).
- fung kit fai, koo chai hoon, "Coupling fuzzy?SVR and boosting?SVR models with wavelet
decomposition for meteorological drought prediction", Environmental Earth Sciences, Springer, Volume 78, Issue 693, pp 1-18, December 2019 (ISSN: 1866-6280).
- fung kit fai, "STANDARDIZED PRECIPITATION INDEX (SPI) AND STANDARDIZED PRECIPITATION EVAPOTRANSPIRATION INDEX (SPEI) DROUGHT CHARACTERISTIC AND TREND ANALYSIS USING THE SECOND GENERATION CANADIAN EARTH SYSTEM MODEL (CanESM2) OUTPUTS UNDER REPRESENTATIVE CONCENTRATI", Carpathian Journal of Earth and Environmental Sciences, North University of Baia Mare, Volume 14, Issue 2, pp 399-408, August 2019 (ISSN: 1842-4090).
- KOK WENG TAN, "DEVELOPMENT OF CLIMATE HAZARDS DECISION SUPPORT SYSTEM: A STUDY OF CAMERON HIGHLANDS, MALAYSIA", Carpathian Journal of Earth and Environmental Sciences, NORTH UNIV BAIA MARE, Volume 14, Issue 2, pp 495-504, August 2019 (ISSN: 1842-4090).
- Lian Chau Yuan, "A Proposed Hybrid Rainfall Simulation Model: Bootstrap Aggregated Classification Tree ? Artificial Neural Network (BACT-ANN) for The Langat River Basin, Malaysia", Journal of Water and Climate Change, IWA Publishing, April 2019 (ISSN: 20402244).
- Fung Kit Fai, "Improved SVR Machine Learning Models for Agricultural Drought Prediction at Downstream of Langat River Basin, Malaysia", Journal of Water and Climate Change, IWA, May 2019 (ISSN: 2040-2244).
- Soh Yang Wei, "APPLICATION OF ARTIFICIAL INTELLIGENCE MODELS FOR THE PREDICTION OF STANDARDIZED PRECIPITATION EVAPOTRANSPIRATION INDEX (SPEI) AT LANGAT RIVER BASIN, MALAYSIA", Computers and Electronics in Agriculture, Elsevier, Volume 144, pp 164-173, January 2018 (ISSN: 0168-1699).
- Jing Lin Ng, Yuk Feng Huang, "Uncertainty analysis of rainfall depth duration frequency curves using bootstrap
resampling technique", Journal of Earth System Science, Springer, December 2018 (ISSN: 0253-4126).
- Kit Fai Fung, koo chai hoon, "Drought Forecasting: A Review of Modeling Approaches 2007 ? 2017", Journal of Water and Climate Change, IWA, December 2018 (ISSN: 2040-2244).
- Chau Yuan Lian, Lloyd Ling, "Establishing a daily rainfall occurrence simulation model for the Langat River Catchment, Malaysia", Journal of Earth System Science, Springer, May 2018 (ISSN: 0973-774X).
- , "Enhancing Disaster Preparedness through Participatory Activities in a School in Malaysia", International Journal for Innovation Education and Research, International Educative Research Foundation and Publisher (IERFP), June 2018 (ISSN: 2411-3123).
- Jing Lin Ng, "Generation of a stochastic precipitation model for the tropical climate", Theoretical and Applied Climatology, Springer, June 2017 (ISSN: 1434-4483).
- Mahdi Amirabadizadeh1, Abdul Halim Ghazali2, Aimrun Wayayok, "Downscaling daily precipitation and temperatures over
the Langat River Basin in Malaysia: A comparison of
two statistical downscaling approaches", International Journal of Water Resources and
Environmental Engineering, Academic Journals, Volume 8, Issue 10, pp 120-134, December 2016 (ISSN: 2141-6613).
- Narges Palizdan, Yashar Falamarzi, "Precipitation trend analysis using discrete wavelet transform at the Langat River Basin, Selangor, Malaysia", Stochastic Environmental Research and Risk Assessment, Springer, May 2016 (ISSN: 1436-3240).
- Majid Mirzaei, Tan Pei Ying, Ahmed El-Shafie, "Application of a Rainfall-Runoff Model for Regional-Scale Flood Inundation Mapping for the Langat River Basin", Water Practice and Technology, IWA Publishing, March 2016 (ISSN: 1751231X).
- Yan Jun Puah, Kuan Chin Chua, Teang Shui Lee, "River catchment rainfall series analysis using additive Holt?Winters method", Journal of Earth System Science, Indian Academy of Sciences - Springer, February 2016 (ISSN: 0253-4126).
- Majid Mirzaei, "FLOOD ANALYSIS IN LANGAT RIVER BASIN USING STOCHATIC MODEL", International Journal of GEOMATE, The Geomate International Society, April 2016 (ISSN: 2186-2982).
- Lloyd Ling, Zulkifli Yusop, "New Method of Curve Number Derivation with Inferential Statistics", Pertanika Journal of Science and Technology, UPM, December 2016 (ISSN: 2231-8526).
- Jing Lin Ng, Samsuzana Abd Aziz, Aimrun Wayayok, MK Rowshon, "Stochastic modelling of seasonal and yearly rainfalls with low-frequency variability", Stochastic Environmental Research and Risk Assessment, Springer, December 2016 (ISSN: 1436-3259).
- Majid Mirzaei, Ahmed El-Shafie, "Uncertainty analysis for extreme flood events in a semi-arid region", Natural Hazard, Springer Science+Business Media Dordrecht, May 2015 (ISSN: NIL).
- Narges Palizdan, Yashar Falamarzi, Teang Shui Lee, Abdul Halim Ghazali, "Temporal precipitation trend analysis at the Langat River Basin, Selangor, Malaysia", Journal of Earth System Science, Springer, Volume 124, Issue 8, pp 1623-1638, December 2015 (ISSN: 0253-4126).
- Majid Mirzaei, "Application of the generalized likelihood
uncertainty estimation (GLUE) approach
for assessing uncertainty in hydrological
models: a review", Stochastic Environmental Research and Risk Assessment, Springer-Verlag Berlin Heidelberg, February 2015 (ISSN: 1436-3240).
- Ng Jing Lin, SamsuzanaAbd Aziz, AimrunWayayok, MdRowshon Kamal, "Homogeneity analysis of rainfall in Kelantan, Malaysia", Jurnal Teknologi (Sciences and Engineering), Penerbit Universiti Teknologi Malaysia, August 2015 (ISSN: 21803722).
- Mahdi Amirabadizadeh, "Recent Trends in Temperature and Precipitation in
the Langat River Basin, Malaysia", Advances in Meteorology, Hindawi Publishing Corporation, November 2014 (ISSN: NIL).
- Teang Shui Lee, Hadi Galavi, Yuk Feng Huang, "Uncertainty in Climate Change Impact Studies", Climate Change: Impacts and Responses, CGPublisher - The International Journal of Climate Change: Impacts and Responses, Volume 6, Issue 1, pp 10-19, October 2014 (ISSN: 1835-7156).
- Yashar Falamarzi, Narges Palizdan, Teang Shui Lee, "Estimating evapotranspiration from temperature and wind speed data using artificial and wavelet neural networks (WNNs)", Agricultural Water Management, Elsevier, Volume 140, pp 26-36, July 2014 (ISSN: 0378-3774).
- Yuk Feng Huang, Yan Jun Puah, Kuan Chin Chua, Teang Shui Lee, "Analysis of monthly and seasonal rainfall trends using the Holt?s test", INTERNATIONAL JOURNAL OF CLIMATOLOGY
Int. J. Climatol. 0: 000?000 (2014)
Published online in Wiley Online Library
(wileyonlinelibrary.com) DOI: 10.1002/joc.4071, Royal Meteorological Society, Wiley Online Library, May 2014 (ISSN: 1097-0088).
- Majid Mirzaei, Yuk Feng Huang, Teang Shui Lee, Ahmed El-Shafie, Abdul Halim Ghazali, "Quantifying uncertainties associated with
depth duration frequency curves", Natural Hazards -
Journal of the International Society
for the Prevention and Mitigation of
Natural Hazards, Springer, July 2013 (ISSN: 1573-0840).
- Narges Palizdan, Yashar Falamarzi, Yuk Feng Huang, Teang Shui Lee, Abdul Halim Ghazali, "Regional precipitation trend analysis at the Langat River Basin, Selangor, Malaysia", Theoretical and Applied Climatology, Springer-Verlag Wien, September 2013 (ISSN: 1434-4483).
- Min Lee Lee, Kim Yeong Ng, Yuk Feng Huang, Wei Chao Li, "Rainfall-induced landslides in Hulu Kelang
area, Malaysia", Natural Hazards -
Journal of the International Society
for the Prevention and Mitigation of
Natural Hazards, Springer, June 2013 (ISSN: 1573-0840).
- Yuk Feng Huang, Teang Shui Lee, "DETERMINATION OF UNGAUGED CATCHMENT LOSSES RATE, CATCHMENT WETNESS INDEX AND BASEFLOW", ARPN Journal of Engineering and Applied Sciences, Asian Research Publishing Network (ARPN), Volume 8, Issue 7, pp 539-548, July 2013 (ISSN: 1819-6608).
- Majid Mirzaei, Hadi Galavi, Mina Faghih, Yuk Feng Huang, Teang Shui Lee, "Model calibration and uncertainty analysis of runoff in the Zayanderood River basin
using Generalized Likelihood Uncertainty Estimation (GLUE) method", Journal of Water Supply: Research and Technology - AQUA, IWA PUBLISHING, May 2013 (ISSN: 0003-7214).
conference proceedings
- K. W. Ng, A Comparison of Long Short-Term Memory and Artificial Neural Network for Water Level Forecasting at Klang Gates Dam, Springer, Singapore, February 2024 (ISSN: 978-981-9).
- Chia Min Yan, ETSim: A Reference Evapotranspiration Estimator and Its Evaluation at the Southern Region of Japan, Environment and Sustainable Development, November 2023 (ISSN: 978-981-9).
- Vivien Lai, Application of the Whale Optimization Algorithm (WOA) in Reservoir Optimization Operation Under Investigation of Climate Change Impact: A Case Study at Klang Gate Dam, Malaysia, Environment and Sustainable Development, November 2023 (ISSN: 978-981-9).
- Mustafa Abed, Application of k-nearest neighbors (KNN) technique for predicting monthly pan evaporation, AIP Conference Proceedings, May 2023 (ISSN: 1551-7616).
- Ali Najah Ahmed, Application of k-nearest neighbors (KNN) technique for predicting monthly pan evaporation, AIP Conference Proceedings, December 2023 (ISSN: 1551-7616).
- SLS Yong, Jing Lin Ng, Innovative Trend Analysis of Reference Crop Evapotranspiration in Peninsular Malaysia, IOP Conference Series: Earth and Environmental Science, January 2022 (ISBN: 1755-1315).
- Min Yan Chia, Feasibility of bootstrap aggregating to enhance extreme learning machine for reference evapotranspiration estimation, E3S Web of Conferences, April 2022 (ISSN: 2267-1242).
- Min Yan Chia, Long-term forecasting of climatic parameters using parametric and non-parametric stochastic modelling, E3S Web of Conferences, April 2022 (ISSN: 2267-1242).
- Min Yan Chia, ANN-Based Reference Evapotranspiration Estimation: Effects of Data Normalization and Parameters Selection, Lecture Notes in Networks and Systems, December 2021 (ISSN: 2367-3370).
- Min Yan Chia, Trend Analysis of the Effects of Climate Change on the Pan Evaporation Rate in Sabah, Malaysia, Lecture Notes in Networks and Systems, December 2021 (ISSN: 2367-3370).
- Mustafa Abed, Monzur Imteaz, Ali Najah Ahmed, Improved Prediction of Monthly Pan Evaporation Utilising Support Vector Machine Technique, IEEE xplore, December 2021 (ISSN: 1558-2256).
- Karim Sherif Mostafa Hassan Ibrahim, Forecasting of Reservoir Inflow Using Machine Learning?Case Study: Klang Gate Dam Reservoir, Lecture Notes in Networks and Systems, December 2021 (ISSN: 2367-3370).
- Min Yan Chia, Chai Hoon Koo, Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system with limited meteorological data, IOP Conference Series: Earth and Environmental Science, December 2020 (ISSN: 1755-1315).
- Tan Wen Jia, Ling Lloyd, Claim Assessment of a Rainfall-Runoff Model with Bootstrap, Third International Conference on Computing, Mathematics and Statistics (iCMS2017), Langkawi, 1 February 2019 (ISBN: 978-981-13-7279-7).
- tan wen jia, Misuse of Lambda (λ) in NRCS-CN Model, International Conference on Civil and Environmental Engineering (ICCEE 2018), UTAR, 3-5 October 2018 (ISSN: 1234-5678).
- Tan Wen Jia, Exploratory Research of New Curve Number System, International Conference on Civil and Environmental Engineering (ICCEE 2018), UTAR, 3-5 October 2018 (ISSN: 1234-5678).
- Effie Nyanong, Kit Fai Fung, WATER RESOURCES AND STORMWATER MANAGEMENT STRATEGIES USING DUAL FUNCTION RAINWATER TANK IN LABU RIVER BASIN MALAYSIA, The Fourth International Conference on Science, Engineering & Environment (SEE), Nagoya, Japan, 12-14 November 2018 (ISSN: NA).
- Kit Fai Fung, Chai Hoon Koo, Improvement of SVR-based Drought Forecasting Models using Wavelet Pre-Processing Technique, INTERNATIONAL CONFERENCE ON CIVIL AND ENVIRONMENTAL ENGINEERING 2018, UTAR, 3-5 October 2018 (ISSN: NA).
- Wen Jia Tan, Lloyd Ling, Zulkifli Yusof, NEW DERIVATION METHOD OF REGION SPECIFIC
CURVE NUMBER FOR URBAN RUNOFF PREDICTION
AT MELANA WATERSHED IN JOHOR, MALAYSIA, the 2nd International Conference on Architecture and Civil Engineering, ICACE 2018, penang, 9-10 May 2018 (ISSN: 1757-899X).
- Ervin Shan Khai Tiu, Lloyd Ling, Improving the performance of streamflow forecasting model using data-preprocessing technique in Dungun River Basin, CENVIRON2017, Penang, 28-29 November 2017 (ISSN: 2267-1242).
- Ling Lloyd, ZULKIFLI YUSOP, New Method of Curve Number Derivation with Inferential Statistics, 3rd International Conference on Science and Social Research, CSSR2016, Putrajaya Malaysia, 6-7 December 2016 (ISSN: NA).
- Jong Tat Ang, Yong Jie Tiong, Majid Mirzaei, Mohd Zaki Mat Amin, Drought Forecasting using SPI and EDI under RCP-8.5 Climate Change Scenarios for Langat River Basin, Malaysia, 12th International Conference on Hydroinformatics, HIC 2016, Incheon. Korea, 21-26 August 2016 (ISSN: 1877-7058).
- Majid Mirzaei, Mohd Zaki Mat Amin, Uncertainty Quantification in Rainfall Intensity Duration Frequency Curves based on Historical Extreme Precipitation Quantiles, 12th International Conference on Hydroinformatics, HIC 2016, Incheon. Korea, 21-26 August 2016 (ISSN: 1877-7058).
- J.L.Ng, S. Abd Aziz, A.Wayayok, M.K.Rowshon, Analysis of annual maximum rainfall in Kelantan, Malaysia, 3rd International Conference on Agricultural and Food Engineering, Seri Pacific Hotel, Kuala Lumpur, 23-25 August 2016 (ISSN: 0567-7572).
- Lloyd Ling, Kit Fai Fung, Mohd Zaki Mat Amin, A Proposed Community Rainwater Harvesting Project in Kemud River Basin Cameron Highlands for Flood Mitigation and Water Supplement Purposes, 2016 UTAR-UST Workshop on Risk Reduction and Management, Chungli, Taiwan, 12-14 October 2016 (ISSN: N.A.).
- Yuk Feng Huang, Majid Mirzaei, FLOOD ANALYSIS IN LANGAT RIVER BASIN USING STOCHATIC MODEL, First International Conference on Science, Engineering & Environment, Tsu City, Mie, Japan, 19-21 November 2015 (ISSN: 978-4-990).
- Ng Jing Lin, SamsuzanaAbd Aziz, AimrunWayayok, MdRowshon Kamal, HOMOGENEITY ANALYSIS OF RAINFALL IN KELANTAN, MALAYSIA, Pawees - INWEPF Joint International Conference 2015, Faculty of Engineering UPM, 19-21 August 2015 (ISSN: 1611-2504).
- Mina Faghih,, Majid Mirzaei,, Ahmed El-Shafie,, Flood Mapping Analysis Using GIS and HEC-RAS Modeling, IWA Specialized Conference on Watershed and River Basin Management,, The JW Marriott San Francisco, San Francisco, USA, 9-12 September 2014 (ISSN: ).
- Majid Mirzaei, Mina Faghih,, Ahmed El-Shafie, Uncertainty Analysis for Extreme Flood Events in a Semi-Arid Region, IWA Specialized Conference on Watershed and River Basin Management,, The JW Marriott San Francisco, USA, 9-12 September 2014 (ISSN: ).
- TEANG SHUI LEE, ANALYSIS OF FUTURE RAINFALL TRENDS, THE 2014 INAUGURAL CONFERENCE ON SOCIAL RESPONSIBILITY IN ASIA, HIROSHIMA, JAPAN, 29-31 October 2014 (ISSN: 2188-689X).
- Yuk Feng Huang, Chwen Hooi Ho, Chean Yong Wong, Kar Wai Low, Teang Shui Lee, Evaluating Impact of Climate Change on DDF Curves in Langat River Basin Malaysia, International Civil Engineering & Architecture Symposium for Academicians 2014, Side, Antalya, Turkey, 17-20 May 2014 (ISSN: ).
book chapter
- Kok Weng Tan, Toward Climate-Resilient Development and Management: Developing Indicators of Climate Hazards in Malaysia, Springer Nature Singapore, 2023 (ISBN: 2524-504X).
- Shin Ying Ang, Khia Min Lee, Teang Shui Lee, Water Quality, InTech, 2015 (ISBN: 978-953-51-4129-7).