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Taxi demand hotspots and customers’ travel destinations prediction using data mining approaches
Published 2012“…Main functions of the system are predicting taxi demand hotspots and customers’ travel destinations based on hour of the day, day of the week and weather condition. The history is used to build the inference engines for both types of predictions. …”
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Final Year Project (FYP) -
22
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Improved flux pinning properties of Mg exceed MgB2 ceramics with B4C and Dy2O3 additions
Published 2024“…According to collective pinning theory, δl pinning was identified as the dominant pinning type in the fabricated samples. …”
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Article -
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Tactile identification of textures using machine learning/ deep learning
Published 2022“…This project seeks to establish a method to identify an object, based on its haptic properties, and using Machine Learning and/or Deep Learning techniques. …”
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Final Year Project (FYP) -
29
Determination of thermal field frequency for aerospace materials using infrared thermography technology
Published 2013“…As proven by a previous experiment in SIMTech, the combination of the thermal Hartmann method uses the reconstructed thermal wavefront to inspect the presence of defects instead of measuring the surface temperature of the composite under inspection. …”
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Thesis -
30
Precious metal price prediction using deep neural networks
Published 2021“…In this project, the predicting model proposed by Vidya and Hari [1] is reproduced, using the long short-term memory (LSTM) network model. …”
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Thesis-Master by Coursework -
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Cultivation of spirulina using aquaculture wastewater as an alternative nutrient source
Published 2024“…Spirulina is a cyanobacteria used in various supplementation for consumption, cosmetics and wound healing. …”
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Final Year Project (FYP) -
33
Improvement of power quality and system performance using energy storage systems
Published 2009“…The energy storage systems will not only be used for harmonic filtering and power factor correction, but will also be used for control of active and reactive powers, peak leveling and emergency supplies. …”
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Final Year Project (FYP) -
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Learning on heterogeneous graphs using high-order relations
Published 2021“…In this paper, we propose an approach for learning on heterogeneous graphs without using meta-paths. Specifically, we decompose a heterogeneous graph into different homogeneous relation-type graphs, which are then combined to create higher-order relation-type representations. …”
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Conference Paper -
36
Insights to Skin-turf Friction as Investigated Using the Securisport
Published 2015“…The assessment was conducted using the Securisport test device in accordance to the FIFA Test Method so as to evaluate the effectiveness of the standard test in describing the frictional property of an artificial turf surface. …”
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Journal Article -
37
Department stores in Singapore : useful variables for sementing the market
Published 2014Get full text
Final Year Project (FYP) -
38
Health and disease phenotyping in old age using a cluster network analysis
Published 2018“…We considered associations between numerical and categorical descriptors using effect-size measures for each variable pair and identified clusters of variables from the resulting pairwise effect-size network and minimum spanning tree. …”
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Journal Article -
39
Discriminative feature extraction for speech recognition using continuous output codes
Published 2013“…The output coding transformation projects the speech features from their original space to a new one where each dimension of the features captures information to distinguish different phones. Using polynomial expansion, the short-time spectral features are first expanded to a high-dimensional space where the generalized linear discriminant sequence kernel is applied on the sequences of input feature vectors. …”
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Journal Article -
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Energy disaggregation of overlapping home appliances consumptions using a cluster splitting approach
Published 2020Get full text
Journal Article