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Development of collision avoidance warning system for heavy vehicles featuring adaptive minimum safe distance / Airul Sharizli Abdullah by Airul Sharizli, Abdullah

“…Finally, the development of prototype microcontroller-based CAWS featuring MSDG activation algorithm has been developed. …”
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Abnormal data detection model based on autoencoder and random forest algorithm: camera sensor data in autonomous driving systems by Shengwen, Geng, Osman, Mohd Hafeez

“…Sensor failure, environmental changes, or bad weather can lead to the emergence of abnormal data, which can affect the decision-making process and may have disastrous consequences. …”
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A Comprehensive Study on CO2-CH4 Gas Separation Using γ-Alumina Membrane and Parameters Affecting Permeability and Separation Behavior by AHMAD, FATIN MUNIRAH

“…The objective of this study is to develop mathematical model for CO2-CH4 separation using γ-alumina membrane and analyse parameters affecting permeability and separation behavior. …”
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Towards lowering computational power in IoT systems: Clustering algorithm for high-dimensional data stream using entropy window reduction by Alkawsi G., Al-amri R., Baashar Y., Ghorashi S., Alabdulkreem E., Kiong Tiong S.

“…Yet, the majority of such algorithms are affected by the curse of high dimensionality. …”

Analysis of genetic data in for implementation of compression algorithm in Alzheimer's disease database by Zainol Abidin, Husna, M. Yassin, Ihsan, Abdul Rahman, Farah Yasmin

“…This would cause database searches and transmissions over networks to become extremely slow, thus affecting the effectiveness of the database. Therefore, we propose an extension to [1], where we will incorporate a compression algorithm to the database. …”
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Review on the Recent Developments of Photovoltaic Thermal (PV/T) and Proton Exchange Membrane Fuel Cell (PEMFC) Based Hybrid System by Afzam, Zulkepli, Hassan, Ibrahim, Azri, Alias, F., Basrawi

“…There are less study on the both power and heat utilization which is indeed necessary in future development in term of operation strategy, optimization of size, and operation algorithm…”
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Machine Learning Applications in Offense Type and Incidence Prediction by Balaji, R., Manjula Sanjay, Koti, Harprith, Kaur

“…In today's rapidly evolving world, detrimental behaviourhas undeniably emerged as a significant factor leading to the downfall of individuals and communities. …”
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Enhancing a cluster-based TDMA MAC protocol for vehicle-to-vehicle communications / Abubakar Bello Tambawal by Abubakar Bello , Tambawal

“…Furthermore, a new algorithm was also developed to provide an efficient CH leadership transition from PCH to SeCH when the PCH can no longer continue with the leadership responsibility. …”
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A smart spectrum access technique for dynamic multi-hop routing in cognitive radio-based disaster response networks by Khaled F. I, Alaqad

“…A novel Dual– Environment Deep Deterministic Policy Gradient (DE-D2PG) is proposed to decide the QoS switching based on spectrum availability and data emergency. The multi-hop route selection is executed using the Hybrid Spiral Penguin Optimization (HSPO) algorithm based on the decision made by the DE-D2PG. …”
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Enhanced weight-based clustering algorithm to provide reliable delivery for VANET safety applications by Bello Tambawal, Abubakar, Noor, Rafidah Md, Salleh, Rosli, Chembe, Christopher, Oche, Michael

“…In this study, enhanced weight-based clustering algorithm (EWCA) was developed to address these challenges. …”
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PV fault classification: Impact on accuracy performance using feature extraction in random-forest cross validation algorithm by Muhamad Zahim, Sujod, Siti Nor Azlina, Mohd Ghazali, Mohd Fadzil, Abdul Kadir, Al-Shetwi, Ali Qasem

“…Machine learning (ML) has emerged as the preferred approach, attracting extensive research attention. …”
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A review on internet of things (IoT) based water monitoring system by Malaika Shaikha, Azad Alia, Riaz Ahmed, Babar Ali Shaikh

“…Contaminated water may trigger a variety of illnesses in humans and animals, affecting the ecosystem’s life cycle. This means, there is an increased demand for water which might affect the available sources of water at large. …”
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Automated cad system for early stroke diagnosis: Review by Azman, Izzatul Husna, Mohd Saad, Norhashimah, Samsudin, Adam, Kandaya, Shaarmila, Hamzah, Rostam Affendi, Abdullah, Abdul Rahim

“…Computer-aided diagnostic (CAD) technologieshave emerged as a viable option for early stroke diagnosis in recent years. …”
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Advances in remote sensing technology, machine learning and deep learning for marine oil spill detection, prediction and vulnerability assessment by Yekeen, S.T., Balogun, A.-L.

“…Considering that there is yet no single best remote sensing technique for unambiguous detection and discrimination of oil spills and lookalikes, it is imperative to advance research in the field in order to improve existing technology and develop specialized sensors for accurate oil spill detection and enhanced classification, leveraging emerging geospatial computer vision initiatives. …”
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A live-video automatic number plate recognition (ANPR) system using convolutional neural network (CNN) with data labelling on an android smartphone by Abd Gani, Shamsul Fakhar, Miskon, Muhammad Fahmi, Hamzah, Rostam Affendi, Mohamood, Nadzrie, Manap, Zahariah, Zulkifli, Mohamad Fakhri, Md Ali Shah, M. A. S.

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Exploring employee working productivity: initial insights from machine learning predictive analytics and visualization by Razali, Mohd Norhisham, Ibrahim, Norizuandi, Hanapi, Rozita, Mohd Zamri, Norfarahzila, Abdul Manaf, Syaifulnizam

“…Decision tree regressor, linear regression, MLP regressor, random forest regressor, SGD regressor, voting regressor, and Xgboost regressor were employed as predictive models. Ranker algorithms, including InfoGainAttributeEval, GainRatioAttributeEval, and CorrelationAttributeEval, were utilized to identify the most significant attributes affecting employee working performance. …”
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Development of an image rotary encoder for motion control by Ismayuzri, Ishak

“…Therefore, the developed image rotary encoder successfully functions as an absolute rotary encoder.…”
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Development of an image rotary encoder for motion control by Ismayuzri, Ishak

“…Therefore, the developed image rotary encoder successfully functions as an absolute rotary encoder.…”
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Agent-Based Model of Virtual Community Cohesion (S/O: 13443) by Yusop, Nor Iadah, Mat Aji, Zahurin, Ab. Aziz, Azizi, Md Dahalin, Zulkhairi

“…The formal specifications (differential equations) equations form the basis of algorithm development, which preceded the development of a virtual community cohesion prediction simulator. …”
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Smart Battery Management Technology in Electric Vehicle Applications: Analytical and Technical Assessment toward Emerging Future Directions by Hossain Lipu M.S., Miah M.S., Ansari S., Wali S.B., Jamal T., Elavarasan R.M., Kumar S., Naushad Ali M.M., Sarker M.R., Aljanad A., Tan N.M.L.