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    The application of prospect theory in travel choice behavioral analysis by Hariharan Subramaniam.

    Published 2012
    “…The most widely used and accepted model for predicting and analysing of travel behaviour would be the Utility Theory. …”
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    Final Year Project (FYP)
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    Refining learning models in grammatical inference by Wang, Xiangrui

    Published 2008
    “…Grammatical inference is a branch of computational learning theory that attacks the problem of learning grammatical models from string samples. …”
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    Thesis
  7. 27

    Questionnaire data analysis using information geometry by Har-Shemesh, Omri, Quax, Rick, Lansing, J. Stephen, Sloot, Peter M. A.

    Published 2021
    “…The SM has deep connections with parametric statistical models and the theory of phase transitions in statistical physics. …”
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    Journal Article
  8. 28

    Uncertainty quantification framework for combined statistical spatial downscaling and temporal disaggregation for climate change impact studies on hydrology by Rajendran Queen Suraajini

    Published 2017
    “…Initially, a single site statistical downscaling model has been considered where a stochastic process-based SDM is proposed to couple the uncertainty quantification tool with model calibration and model prediction. …”
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    Thesis
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    Modeling autobiographical memory in human-like autonomous agents by Wang, Di, Tan, Ah-Hwee, Miao, Chunyan

    Published 2018
    “…With the motivation of developing human-like intelligence, in this paper, we delineate our approach to enable an agent to maintain memories of its own and to wander in mind. Our model, named Autobiographical Memory-Adaptive Resonance Theory network (AM-ART), is designed to capture autobiographical memories, comprising pictorial snapshots of one's life experiences together with the associated context, namely time, location, people, activity, and emotion. …”
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    Conference Paper
  10. 30

    Sentiment analysis and topic modelling of 2024 U.S. and Indonesian election tweets: a study of political discourse and public opinion by Widawati, Elisia Brispalma

    Published 2024
    “…This study investigates the effectiveness of various deep learning architectures and statistical models in both sentiment analysis and the temporal analysis of online public discourse through topic modelling and sentiment forecasting of tweets related to the 2024 Indonesian and U.S. elections. …”
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    Final Year Project (FYP)
  11. 31

    Factors Influencing Students Intention to Choose Career of Halal Food Industry in Malaysia using Theory of Planned Behavior by Abu Bakar, Nashirah, Rosbi, Sofian, Haji Hashim, Hydzulkifli, Che Arshad, Noraziah

    Published 2021
    “…Next, the value of R-squared for model fit in this study is 0.675 that indicates a good model fit that explained 67.5% of variance in dependent variable. …”
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    Article
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    Exploratory Survey on UUM Student’s Acceptance Towards the Founding of Waqf Institution For Education by Omar, Hydzulkifli Hashim, Abu Bakar, Azizi, Basary, Noor Faezah, Shuib, Mohd Sollehudin, Yusuff, Noraini

    Published 2018
    “…A conceptual framework is built based on Theory Planned Behaviour (TPB) and Technology Acceptance Model (TAM)…”
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    Article
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    Adoption of ZakaTech in the Time of COVID-19: Cross-Country and Gender Differences by Nashwan, Saeed Awadh, Ismaiel, Abdelhamid Elsayed A., Muneeza, Aishath, Isa, Mohamad Yazid

    Published 2023
    “…Therefore, this study aims to provide an integrated model that scrutinizes the determinants of acceptance and use of technology (UTAUT) of ZakaTech, combined with social cognitive theory (SCT), in the midst of the COVID-19 crisis where social distancing is the norm in conducting economic activities. …”
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    Article
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    On the weak convergence of stochastic integrals on Skorokhod space: From general theory to applications within the realm of continuous-time random walks by Wunderlich, F

    Published 2024
    “…We refine the classical theory, reveal new insights into convergence behaviours even in the classical J1 setting and address the sharpness of various key statements. …”
    Thesis
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    Bayes factors for logistic (mixed effect) models by Silvey, C, Dienes, Z, Wonnacott, E

    Published 2024
    “…We illustrate this using mainly the estimates from frequentist logistic mixed-effects models (because of their widespread adoption) but also using Bayesian model comparison with Bayesian hierarchical models (which have increased flexibility). …”
    Journal article
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    Failure model analysis for power equipment - data analytics by Yeo, Darren Zhong Hao

    Published 2022
    “…Finally, the project employs a modern suite of software development tools to develop an intuitive and simple to use application for survival analysis and modelling.…”
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    Final Year Project (FYP)
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    A Study on Deploying Large Language Models as Agents by Cao, Jiannan

    Published 2024
    “…The study begins with an in-depth analysis of language models, tracing their evolution from pure statistical models to advanced neural network architectures like Transformers and their bidirectional variants. …”
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    Thesis