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Performance Analysis of a Real-Time Adaptive Prediction Algorithm for Traffic Congestion by Nadeem, Khodabacchus Muhamad, Fowdur, Tulsi Pawan

“…The approaches choose between five different prediction algorithms using the Root Mean Square Error model selection criterion. …”
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Prediction of Oil Palm Yield Using Machine Learning in the Perspective of Fluctuating Weather and Soil Moisture Conditions: Evaluation of a Generic Workflow by Khan N., Kamaruddin M.A., Ullah Sheikh U., Zawawi M.H., Yusup Y., Bakht M.P., Mohamed Noor N.

“…Most influential features that contributed to the prediction process are rainfall, cloud amount, number of rain days, wind speed, and root zone soil wetness. …”

Machine learning approach for tenaga nasional berhad (tnb) overhead powerline and electricity pole inventory using mobile laser scanning data by Mohd Rapheal M.S.A., Farhana A., Mohd Salleh M.R., Abd Rahman M.Z., Majid Z., Musliman I.A., Abdullah A.F., Abd Latif Z.

Investigating the influence of meteorological parameters on the accuracy of sea-level prediction models in Sabah, Malaysia by Muslim T.O., Ahmed A.N., Malek M.A., Afan H.A., Ibrahim R.K., El-Shafie A., Sapitang M., Sherif M., Sefelnasr A., El-Shafie A.

Estimating Forest Aboveground Biomass Density Using Remote Sensing and Machine Learning : A RSME Approach by Yaniza Shaira, Zakaria, Mohd Fadzil, Akhir, Aidy, M Muslim, Nur Afiqah, Ariffin, Azizul, Ahmad

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Ultrasound-assisted process optimization and tribological characteristics of biodiesel from palm-sesame oil via response surface methodology and extreme learning machine - Cuckoo s... by Mujtaba, M. A., Masjuki, Haji Hassan, Kalam, Mohammad Abul, Ong, Hwai Chyuan, Gul, M., Farooq, Muhammad, Soudagar, Manzoore Elahi M, Ahmed, Waqar, Harith, M. H., Yusoff, Mohammad N.A.M.

“…Extreme learning machine (ELM) and response surface methodology (RSM) techniques were used to model the production process and the input variables (time, catalyst amount, methanol to oil ratio, and duty cycle) were optimized using cuckoo search algorithm. …”
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The use of radar-rainfall inputs for quantitative precipitation estimation (QPE) in Klang River Basin / Suzana Ramli by Ramli, Suzana

“…Seven rain classes are recommended as low, moderate, heavy, South West, North East and also two inter monsoon rains. By using Simplex Algorithm, the optimum Z-R relationship is derived to suit the Malaysian rain types. …”
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