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    Prediction of international rice production using long short- term memory and machine learning models by Arya, Suraj, Anju, ., Nor Azuana, Ramli

    Published 2025
    “…This paper proposes machine learning (ML) and deep learning (DL) models like linear regression, ridge regression, random forest (RF), adaptive boosting (AdaBoost), categorical boosting (CatBoost), extreme gradient boosting (XGBoost), gradient boosting, decision tree, and long short-term memory (LSTM) to predict international rice production. …”
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    Article
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    A transparent data-driven method for stability-constrained load restoration considering multi-phase load dynamics by Xie, Dunjian, Xu, Yan, Nadarajan, Sivakumar, Viswanathan, Vaiyapuri, Gupta, Amit Kumar

    Published 2023
    “…A transparent data-driven method based on optimal decision trees is developed to address all the short-term stability criteria (including frequency, voltage, and transient stability) considering the inrush phase of load dynamics. …”
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    Journal Article
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    Understanding sudden larch death – from epidemiology to host resistance by Dun, H

    Published 2021
    “…Older stands with >95% mortality had occasional very healthy trees at least seven years after first reported infection. …”
    Thesis
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    Predicting Outcomes of Preterm Neonates Post Intraventricular Hemorrhage by Vignolle, Gabriel A., Bauerstätter, Priska, Schönthaler, Silvia, Nöhammer, Christa, Olischar, Monika, Berger, Angelika, Kasprian, Gregor, Langs, Georg, Vierlinger, Klemens, Goeral, Katharina

    Published 2024
    “…Intraventricular hemorrhage (IVH) in preterm neonates presents a high risk for developing posthemorrhagic ventricular dilatation (PHVD), a severe complication that can impact survival and long-term outcomes. Early detection of PHVD before clinical onset is crucial for optimizing therapeutic interventions and providing accurate parental counseling. …”
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    Article
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    A general and efficient representation of ancestral recombination graphs by Wong, HY, Ignatieva, A, Koskela, J, Gorjanc, G, Wohns, AW, Kelleher, J

    Published 2024
    “…As a result of recombination, adjacent nucleotides can have different paths of genetic inheritance and therefore the genealogical trees for a sample of DNA sequences vary along the genome. …”
    Journal article
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    Mechanically stimulated motion and fatigue response of Mimosa pudica by Ong, Samuel Yong Zheng

    Published 2014
    “…This action is termed the seismonastic movement. Furthermore, its leaves fold inward during the night and unfold during the day, this is controlled by a biological clock in the plant known as the circadian clock and the motion is termed as the circadian motion or nyctinastic motion. …”
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    Final Year Project (FYP)
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    Study of LIDAR mapping technology by Liu, Jing.

    Published 2013
    “…Measurements from unwanted features and objects such as trees, vehicles should be classified and removed so as to generate a DTM. …”
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    Final Year Project (FYP)
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    Machine learning techniques for building predictive maintenance: a review by Adhikari, Aravinda, Karunaratne, Tharindu, Sumanarathna, Nipuni

    Published 2024
    “…Results: The results show a distinct relationship between the two terms, yet co-author analysis reveals a lack of global collaboration among authors. …”
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    Conference or Workshop Item
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    A performance analysis of prediction techniques in handling high-dimensional uncertain data for the application of skyline query over data stream by Ahmed Mohamud, Mudathir, Ibrahim, Hamidah, Sidi, Fatimah, Mohd Rum, Siti Nurulain, Dzolkhifli, Zarina, Xiaowei, Zhang

    Published 2024
    “…Given this, the following techniques are selected - Linear Regression (LR), k-Nearest Neighbour (k-NN), Random Forest (RF), Decision Trees (DT), and Centre and Range Method (CRM) and their effectiveness is evaluated in terms of execution time, precision, recall, F1-score, and root mean square error (RMSE). …”
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    Article
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    The identification of significant features towards travel mode choice and its prediction via optimised random forest classifier : An evaluation for active commuting behavior by Nur Fahriza, Mohd Ali, Ahmad Farhan, Mohd Sadullah, P.P. Abdul Majeed, Anwar, Mohd Azraai, Mohd Razman, Musa, Rabiu Muazu

    Published 2022
    “…The findings of the present study provide significant insight for policymakers to improve the performance of the public transportation system so that the users will benefit in terms of health and well-being from active commuting.…”
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    Article
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    Effects of soil management practices on soil fauna feeding activity in an Indonesian oil palm plantation by Tao, H-H, Slade, E, Willis, KJ, Caliman, J-P, Snaddon, JL

    Published 2015
    “…Optimizing the use of available soil management practices in oil palm plantations is crucial to enhance long-term soil fertility and productivity. However, this needs a thorough understanding of the functional responses of soil biota to these management practices. …”
    Journal article