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Research ArticleOpen accessEvery word in the titleRandom Forest and Extreme Gradient Boosting with Bayesian Hyperparameter Optimization for Landslide Susceptibility Mapping in Penang Island, MalaysiaDorothy Anak Martin Atok, Soo See Chai, Kok Luong Goh et al.Landslide susceptibility models often face challenges of overfitting and overestimation. This research focuses on improving the predictive capabilities of the Extreme Gradient Boosting (XGBoost) and Random Forest (RF) algorithms by applying Bayesian Hyperparameter Optimization (BayesOpt). Penang Island, a region in Malaysia prone to frequent landslides, was chosen as the study area. Ten Landslide Conditioning Factors (LCFs), including elevation, slope angle, … …Journal of Computer Science, Vol. 21, Issue 10 · 16 Dec 2025 · 3,113 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleJob Satisfaction and Family Functioning of Dual-Earner Commuter Family in MalaysiaFarah Syuhada Pai, Zarinah ArshatThe aim of the present study is to determine the relationship between job satisfaction and family functioning of dual-earner commuter family in Malaysia. More over, the investigation of the differences on job satisfaction and family functioning based on gender is also being analyzed. A total sample of 180 respondents were analyzed with correlation and t-test analysis. Results showed that respondents … …Journal of Social Sciences, Vol. 16, Issue 1 · 17 Jan 2020 · 8,077 accessesView PDFCite
Research ArticleOpen accessEvery word in the titlePersonal Legacy Information Management System for Muslim in Malaysia: A Preliminary DesignHanis Salwan Mobidin, Rossilawati Sulaiman, Zarina Shukur, Noorazean Mohd AliThere is an alarming amount of frozen and unclaimed assets in Malaysia. Among the factors that contribute to this situation is the failure of the decedent to leave a will to the heirs of the estate or to leave the important documents necessary to initiate the distribution of the estate. This lack of preparation will inimitably put the heirs in … …Journal of Computer Science, Vol. 15, Issue 12 · 4 Dec 2019 · 7,342 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleProcalcitonin and Clinical Factors Associated with Severe Dengue Infection in Hospitalized Adults in MalaysiaHuzairi Sani, Nada Syazana, Zahir Izuan et al.Dengue Fever (DF) is the commonest mosquito-borne viral infection that results in hospitalisation amongst patients in Malaysia. The cornerstone of managing dengue virus infection is the prediction hence prevention of severe DF from developing. Warning signs proposed by WHO as clinical predictors of severe DF are insensitive. Procalcitonin (PCT) has been shown to increase in bacterial infections and is useful … …American Journal of Infectious Diseases, Vol. 15, Issue 4 · 3 Dec 2019 · 7,362 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleElection in Malaysia and Indigenization of DemocracyKartini Aboo Talib @ Khalid, Shamsul A.B, Suraiya IshakElection and democracy have coexisted but the Western interpretations of democracy though dominant, yet contestable. In a democracy, election serves as a tool to elect representatives. Election is held regularly to avoid power absolutism. However, democracy is conceived differently due to history, society and local contexts. In Malaysia, democracy and elections were introduced during the undemocratic colonial period in the … …Journal of Social Sciences, Vol. 14, Issue 1 · 27 Aug 2018 · 8,140 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleForecasting Ozone Concentrations Using Box-Jenkins ARIMA Modeling in MalaysiaWan Rozita Wan Mahiyuddin, Nur Izzah Jamil, Zamtira Seman et al.Time series analysis and forecasting has become a major tool in many applications in air pollution and environmental management fields. Among the most effective approaches for analyzing time series data is the model introduced by Box and Jenkins. In this study, we used Box-Jenkins methodology to build Autoregressive Integrated Moving Average (ARIMA) model on the average of monthly ozone data … …American Journal of Environmental Sciences, Vol. 14, Issue 3 · 25 May 2018 · 8,946 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleClimate Projections of Future Extreme Events in MalaysiaA.H. Syafrina, M.D. Zalina, A. NorzaidaIn Malaysia, extreme rainfall events are often linked to a number of environmental disasters such as landslides, monsoonal and flash floods. In response to the negative impacts of such disaster, studies assessing the changes and projections of extreme rainfall are vital in order to gather climate change information for better management of hydrological processes. This study investigates the changes and … …American Journal of Applied Sciences, Vol. 14, Issue 3 · 21 Mar 2017 · 8,257 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleSurvivorship and Growth Performance of Shorea macrophylla (de Vriese) after Enrichment Planting for Reforestation Purpose at Sarawak, MalaysiaMugunthan Perumal, Mohd Effendi Wasli, Ho Soo Ying et al.Reforestation may offer one means of mitigating the processes of forest land degradation and is indispensable in an effort to conserve forest biological diversity in the tropics. Thus, a preliminary assessment was conducted in order to evaluate the survivorship and growth performance of Shorea macrophylla (de Vriese) after enrichment planting for reforestation purpose in Sarawak, Malaysia. This study was conducted … …OnLine Journal of Biological Sciences, Vol. 17, Issue 1 · 16 Mar 2017 · 9,207 accessesView PDFCite
Research ArticleOpen accessEvery word in the titleProposed Soil Quality Index for Rehabilitated Tropical Forest Sites in MalaysiaDaljit Singh Karam, Arifin Abdu, Keeren Sundara Rajoo et al.A proposed soil quality index named Tropical Soil Quality Index 2 (TSQI2) was developed in this study using statistical analysed data of selected properties (physical, chemical and biological) of composite soil samples collected from natural, secondary and rehabilitated forests of Chikus and Tapah Hill Forest Reserves, Perak, Malaysia. Results of soil evaluation using TSQI2 showed higher values for planted forest … …American Journal of Applied Sciences, Vol. 14, Issue 1 · 30 Dec 2016 · 8,156 accessesView PDFCite
Research ArticleOpen accessEvery word in the titlePiecewise Positivity Preserving Cubic Bezier Interpolation for Estimating Solar Radiation Missing Value in Penang, MalaysiaAzizan Saaban, Mohd Lutfi Zainudin, Mohd Nazari Abu BakarComplete solar radiation data is important in variety of disciplines such as solar radiation development system or solar project which is strongly affected by hourly variation of the solar radiation. However, the available data may contain missing data for several days in the absence of measurement due to several factors such as instrument failure and human errors. In this study, … …Journal of Mathematics and Statistics, Vol. 12, Issue 4 · 28 Dec 2016 · 7,125 accessesView PDFCite