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Reimagining English language learning: a systematic review of AI integration in classroom practice (2019–2024)
Published 2025“…Ultimately, the study underscores the need for interdisciplinary collaboration among educators, policymakers, and technology developers to foster sustainable and inclusive learning environments. …”
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Banana recognition system using convolutional neural network / Mohamad Shafiq Rosli
Published 2021“…The value of deep learning has led to the inclusion of project development activities in computer science course. …”
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Thesis -
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Detection of Malaysian sign language with single shot detector algorithm/ Nurfarah Idayu Mohamad Fauzi, Shahirah Mohamed Hatim and Zalikha Zulkifli
Published 2023“…Moreover, the promising results of the research indicate the potential for mobile applications utilizing the developed model to significantly enhance communication and inclusivity for individuals with hearing impairments in Malaysia.…”
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Recognize Hate Speech On Twitter Using Machine Learning
Published 2024“…Convolutional Neural Network (CNN) is a frequent-deep learning algorithm that is powerful in classifying image and text data, the system analyses individual tweets in order to determine if it contains hate speech. …”
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Mobile application for sign language learning with real time feedback
Published 2024“…Machine learning algorithms using MediaPipe and deep learning will analyse users' hand motions to provide corrections for improving technique. …”
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Final Year Project / Dissertation / Thesis -
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New Approach for E-Commerce Stock Prices Prediction : Combination of Machine Learning and Technical Analysis
Published 2022“…Meanwhile, the machine learning algorithms used in this study were Random Forest (RF) and K-Neighbor Nearest (KNN). …”
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Mortality prediction in critically ill patients using machine learning score
Published 2020“…The aim of this study is to develop a machine learning (ML) based algorithm to improve the prediction of patient mortality for Malaysian ICU and evaluate the algorithm to determine whether it improves mortality prediction relative to the Simplified Acute Physiology Score (SAPS II) and Sequential Organ Failure Assessment Score (SOFA) scores. …”
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Proceeding Paper -
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Mortality prediction in critically ill patients using machine learning score
Published 2020“…The aim of this study is to develop a machine learning (ML) based algorithm to improve the prediction of patient mortality for Malaysian ICU and evaluate the algorithm to determine whether it improves mortality prediction relative to the Simplified Acute Physiology Score (SAPS II) and Sequential Organ Failure Assessment Score (SOFA) scores. …”
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A Systematic Review of Metaheuristic Algorithms in Human Activity Recognition : Applications, Trends, and Challenges
Published 2025“…These findings emphasize the potential of metaheuristic algorithms to significantly advance HAR. Future studies should explore the development of more computationally efficient hybrid models and the integration of metaheuristic optimization with deep learning architectures to enhance system robustness and adaptability.…”
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Green building factor in machine learning based condominium price prediction
Published 2022“…The negative impact of massive urban development promotes the inclusion of green building aspects in the real estate and property industries. …”
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Exploring employee working productivity: initial insights from machine learning predictive analytics and visualization / Mohd Norhisham Razali ... [et al.]
Published 2023“…To address these challenges, we developed a predictive model using machine learning techniques to determine employee productivity within organizations. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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Robust Data Fusion Techniques Integrated Machine Learning Models For Estimating Reference Evapotranspiration
Published 2022“…As for the NNE, a novel meta-learner based on the stochastic-enabled extreme learning machine integrated with whale optimisation algorithm (WOA-ELM) was developed and used in such an application for the first time. …”
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Final Year Project / Dissertation / Thesis -
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Poverty Classification in Indonesia Using BiGRU, BPNN, and Stacking AdaBoost Frameworks
Published 2024“…These findings underscore the critical role of machine learning in formulating effective policies for poverty alleviation and suggest that integrating multiple machine learning algorithm can significantly enhance decision-making processes. …”
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Ethical Considerations in the Use of AI in Learning and Teaching for Special Education.
Published 2026“…The paper concludes by proposing a set of normative guidelines for educators, developers, and policymakers to foster an inclusive and ethically sound AI-augmented learning ecosystem.…”
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Exploring the effect of shape parameters on font design using rational quadratic trigonometric curves
Published 2025“…While AI integration enhances learning efficiency and accessibility, ethical concerns such as data privacy, algorithmic bias, and academic integrity remain critical challenges. …”
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Artificial intelligence in sustainability reporting / Prof. Dr Corina Joseph
Published 2023“…One of these definitions describes AI as the utilization of automated algorithms, robotics, or machines that mimic human cognitive functions, enabling them to perform tasks such as learning, identifying, analyzing, and problem-solving (Graham et al., 2020). …”
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Predictive analysis of porous media–cooled photovoltaic panels using gradient-boosting machine learning models
Published 2026“…This study develops a robust machine learning framework to predict the temperature and power output of PV panels cooled with porous media. …”
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