Development of energy benchmarking of Malaysian government hospitals and analysis of energy savings opportunities by Khairul Azmy Kamaluddin, Muhammad Syukri Imran, Yang, Soo Siang

“…Using the available surveyed data a generic hospital energy benchmark in Malaysia was developed and the surveyed data was also used to construct a typical base-case hospital building model using Energy Plus software. …”
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Benchmarking The Capabilities of The Latest HEC-Ras Version 6.3 In Simulating Varying Flood Flows by Janice Lynn Ayog

“…This paper assesses the capabilities of the latest version 6.3 of the HEC-RAS flood model using selected benchmark tests developed by the UK Environment Agency. …”
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Assessment of Sustainable Economic Development: Where We Are Today by Sarma Aralas

“…Through the processes of benchmarking and identification of sustainable development aspects, a ranking of sustainable economic development assessments may shed light on how countries may move towards the achievement of sustainable development goals.…”
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Euclidean space data projection classifier with cartesian genetic programming (CGP) by WK Wong, Gopal Lenin, Tan, Terence, Ali Chekima

“…The Classifier was tested using three PROBEN 1 benchmarking datasets which are the PIMA Indians diabetes dataset, Heart Disease dataset and Wisconsin Breast Cancer (WBC) Dataset based on 10 fold cross validation dataset partitioning. …”
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Talkout : Protecting mental health application with a lightweight message encryption by Gavin Teo Juen

“…The project objectives includes:(i) To investigate lightweight message encryption algorithms by benchmarking their efficiency in terms of computation speed and generated cipher text size; (ii) To design and develop the TalkOut mobile application with lightweight message encryption by using prototype software development model.; and (iii) To evaluate the usability performance of the developed proposed TalkOut mobile application using System Usability Scale (SUS) approach. …”
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Seismic hazard curve as dynamic parameters in earthquake building design for Sabah, Malaysia by Noor Sheena Herayani Harith, Felix Tongkul, Azlan Adnan

“…Thus, the results can be used as a basis for benchmarking design or evaluation decisions and for designing remedial measures for Sabah constructions to minimize structural failure.…”
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Descriptive statistical calibration method of triaxial digital accelerometer adxl345 as earthquakes sensor by Nur Nazleen Johari, Chee Fuei Pien, Siti Rahayu Mohd Hashim, Bailon Golutin, Jedol Dayou

“…Thus, this study aims at calibrating ADXL345 sensor that is required as sensing component in an affordable earthquake monitoring system with the Earthquake Benchmarking System (Penanda Aras Gempa Bumi, PAG) available in the inventory of Department of Mineral and Geoscience Malaysia, Sabah. …”
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Automatic generation of neural game controller using single and bi-objective evolutionary optimization algorithms for RTS Game by Chang, Kee Tong

“…Henceforth, EP is introduced as a benchmarking algorithm and this created our last sub-objective. …”
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Portfolio Optimization Problem: A Taxonomic Review of Solution Methodologies by Zi xuan loke, Say leng goh, Graham Kendall, Salwani Abdullah, Nasser r. Sabar

“…The OR-Library is the most widely used benchmark dataset for researchers to compare their methodologies in addressing POP. …”
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Impact of covid-19 pandemic on fixed income unit trust fund and equity unit trust fund performance: a comparative analysis in Malaysia by Puvannambehay Tamil Selvam, Noor Zainab Tunggal

“…On the contrary, the total risk of equity funds is higher than the market benchmark, while systematic risk is lower than the market benchmark. …”
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New modified controlled bat algorithm for numerical optimization problem by Waqas Haider Bangyal, Abdul Hameed, Jamil Ahmad, Kashif Nisar, Muhammad Reazul Haque, Ag. Asri Ag. Ibrahim, Joel J. P. C. Rodrigues, M. Adil Khan, Danda B. Rawat, Richard Etengu

“…We have performed experiments using eight benchmark datasets applied from the worldwide famous machine-learning (ML) repository of UCI. …”
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A direct ensemble classifier for learning imbalanced multiclass data by Samry @ Mohd Shamrie Sainin

“…The benchmark data is used to evaluate and compare the proposed frameworks with several ensemble methods, such as bagging and adaboost. …”
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Growth and Value Fund Performance Comparison by Lim Min, Aminah Shari, Leah, Tseu Lee Yah, Lovenigasri Rajendran, Shirley Ling, Teo, Qi Mei

“…The Sharpe and Treynor ratios demonstrate the higher risk-adjusted performance of small-cap value funds relative to their benchmarks. whereas the Sharpe ratio is the only indicator of outperformance for small-cap growth funds. …”
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An efficient quarter-sweep modified SOR iterative method for solving helmholtz equation by Mohd Kamalrulzaman Md Akhir, Mohamed Othman, Zanariah Abdul Majid, Mohamed Suleiman, Jumat Sulaiman

“…Some illustrative examples are given to benchmark the effectiveness of the proposed method.…”
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A syntactic-based sentence validation technique for Malay text summarizer by Suraya Alias, Mohd Shamrie Sainin, Siti Khaotijah Mohammad

“…The issue is the lack of a benchmark dataset in the Malay language to evaluate the quality of the summaries and to validate the compressed sentence produced by the summarizer model. …”
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A comprehensive comparison of evolutionary optimization limited by number of evaluations against time constraints by Jia, Hui Ong, Teo, Jason Tze Wi

“…A comprehensive and latest global optimization benchmark test suite is used in the form of the CEC 2015 Global Optimization Competition’s 15 scalable test problems. …”
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A time-critical investigation of parameter tuning in differential evolution for non-linear global optimization by Jia, Hui Ong, Teo, Jason Tze Wi

“…In the previous study the same test suits has been used and the results from DE will be use as the benchmark for this study since it shows the best results among the previous tested algorithms. …”
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Bilingual Extractive Text Summarization Model using Textual Pattern Constraints by Suraya Alias, Mohd Shamrie Sainin, Siti Khaotijah Mohammad

“…Most of the studies and benchmark data sets in the field of text summarization are in English. …”
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A comparison of deep learning-based techniques for solving partial differential equations by Rabiu Bashir Yunus, Nooraini Zainuddin, Afza Shafie, Muhammad Izzatullah Mohd Mustafa, Samsul Ariffin Abdul Karim

“…However, the comparison is carried out based on different activation functions, number of layers and gradient based optimizers. We consider some benchmark problems in our numerical experiments which includes Burgers equation, Diffusion-reaction equation and Allen-Cahn Equations.…”
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Consumers' perceptions of halal food certification by Norazah Mohd Suki, Norbayah Mohd Suki, Loi, Chek Kim

“…Halal has been used as a benchmark for safety, hygiene and and product quality assurance.Empirical research into halal food certification is minimal. …”
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