Search Results - (( developing mental model algorithm ) OR ( java implication based algorithm ))
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Talkout : Protecting mental health application with a lightweight message encryption
Published 2022“…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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Academic Exercise -
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Stress mental health symptom assessment mobile application for young adults
Published 2023“…Before this stage, the KNN algorithm is employed to construct the model using Google Form response data as part of the application development process. …”
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Final Year Project / Dissertation / Thesis -
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Physiological signals as predictors of mental workload: Evaluating single classifier and ensemble learning models
Published 2023“…This study aims to develop machine learning (ML) models for predicting mental workload using Heart Rate Variability (HRV) as a representation of the Autonomic Nervous System (ANS) physiological signals. …”
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Classification of Mental Health Level of Students Using SMOTE and Soft Voting Ensemble Classifier and the DASS-21 Profile
“…These findings support the use of ensemble learning and SMOTE for developing effective college student mental health screening systems, ultimately enabling timely intervention and support…”
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Interpretable hybrid models of Kolmogorov–Arnold Networks and transformer for mental health classification in low-resource languages: a Malay social media case study
Published 2025“…The structured approach of KAN improves model interpretability by clarifying feature importance, thereby enhancing trust and potential usability in clinical or community mental health settings. …”
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Thesis -
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Reliability fuzzy clustering algorithm for wellness of elderly people
Published 2019“…This proposed algorithm could support to improve the overall health of CKD patients through a variety of indicators such as physical functioning, mental health, vitality, and social functioning. …”
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Conference or Workshop Item -
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Using Text Analytics on Social Media Posts to Identify Cues or Features of Depressive Behavior
Published 2023“…By analysing the language cues in social media posts, machine learning models based on text analytics may be developed to provide an individual with information into his or her mental health earlier than conventional approach. …”
Conference Paper -
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Sentiment analysis regarding marital issues using Naive Bayes algorithm / Farah Nabila Mohd Razali
Published 2025“…These insights can assist policymakers, mental health professionals, and marriage counselors in developing targeted interventions to support healthier relationships and strengthen societal well-being.…”
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Thesis -
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A hybrid serendipity social recommender model / Ahmad Subhi Zolkafly and Rahayu Ahmad
Published 2020“…In order to meditate the problem, in this study, a hybrid serendipity social recommender model is proposed. This model is a combination of several proposed models encountered during the development process. …”
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Article -
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Shared mental model as an enabler of Malaysia waqf land development
Published 2017“…Shared understanding of the team work and task work were in a linear relationship with the social philanthropic waqf character.Thus, cross-sector partnership was the identified runtime used in WSA development. Purpose - This shared mental model (SMM) life story is lays on the first commercial waqf land development in Malaysia. …”
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Conference or Workshop Item -
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Machine learning approach for stress detection based on alpha-beta and theta-beta ratios of EEG signals
Published 2021“…This study will ultimately contribute to society's development with improved robust machine learning algorithm for binary classification.…”
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Proceeding Paper -
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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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User to user topic recommendation model for student social interaction
Published 2025“…Then, a newly developed algorithm called the Social Recommendation (SAR) algorithm ranked and recommended the best topic for social interaction. …”
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Thesis -
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Clustering autism spectrum disorder student’s system based on intelligence, skills and behavior using agglomerative clustering algortihm / Daarin Nadia Nordin
Published 2020“…Hence, based on the model in the system developed, all objectives are achieved. …”
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Thesis -
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Compact Convolutional neural network (CNN) based on SincNet for end-to-end motor imagery decoding and analysis
Published 2021“…This paper presents an improved and compact CNN algorithm for motor imagery decoding based on the adaptation of SincNet, which was initially developed for speaker recognition task from the raw audio input. …”
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