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Integrative genomic analyses in adipocytes implicate DNA methylation in human obesity and diabetes
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Journal Article -
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Routing in mobile ad hoc networks with periodic broadcasts
Published 2010“…Many ad hoc networks utilize hello message to determine local connectivity. The factors that influence the utility of hello messages based on Ad hoc On-Demand Distance Vector (AODV) were investigated by many researchers. …”
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Final Year Project (FYP) -
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Daya tahan usahawan Program Agropreneur Muda Terengganu berdasarkan perspektif pegawai pelaksana
Published 2024“…Kadar pengangguran dalam kalangan belia telah menjadi kebimbangan negara pada masa kini. …”
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Extreme learning machines for feature learning
Published 2017“…Hence this thesis extends ELM for feature learning. This thesis introduces an ELM based feature learning framework with linear hidden layer activation function referred to as linear Extreme Learning Machine Auto-Encoder (ELM-AE) and linear Sparse Extreme Learning Machine Auto-Encoder (SELM-AE); ELM-AE and SELM-AE with sigmoid hidden layer activation function referred to as non-linear ELM-AE and non-linear SELM-AE. …”
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Thesis -
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Indoor occupancy estimation using environmental parameters
Published 2017“…The FS-ELM is in fact a novel architecture of the ELM, in which a feature layer is added to the standard ELM. …”
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Thesis-Doctor of Philosophy -
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Weighted online sequential extreme learning machine for class imbalance learning
Published 2013“…In this paper, we propose a weighted online sequential extreme learning machine (WOS-ELM) algorithm for class imbalance learning (CIL). …”
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Journal Article -
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Further studies of extreme learning machine and compressed signal detection
Published 2013“…In Chapter 1, we give literature reviews of extreme learning machine (ELM) and compressed sensing (CS). In part I of the thesis (Chapters 2, 3, and 4), we consider the recent ELM for training neural networks and present several improved algorithms. …”
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Thesis -
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Extreme learning machine for classification and clustering on multiview data
Published 2021“…The ELM auto-encoder (ELM-AE) is adopted for feature extraction and feature fusion, and an ELM classifier is ultilized for the final classification. …”
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Thesis-Doctor of Philosophy -
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Development of localization algorithms for a WiFi based indoor positioning system with machine learning techniques
Published 2015“…We model the indoor positioning problem under a non-parametric stochastic framework, and modify the well-known ML tool, extreme learning machine (ELM), to achieve the above goal. Firstly, under the assumption that noises merely lie in input data, we modify ELM by introducing a dead zone, which is called DZ-ELM, and integrate it into our IPS. …”
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Thesis -
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Extreme learning machine based speaker recognition
Published 2011“…Finally and most importantly, the performance of ELM and SVM will be compared. With the results shown in Chapter 6, we can draw the conclusion that ELM is superior to SVM in terms of tuning simplicity, time efficiency and testing accuracy.…”
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Final Year Project (FYP) -
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Enhanced extreme learning machines for image classification
Published 2019“…Among numerous machine learning methods, we choose the Extreme Learning Machine (ELM) for our image classification applications. …”
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Thesis -
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In vitro evaluation of oral contraceptives on long-tailed macaque (Macaca fascicularis) primary ovarian cells
Published 2024“…Hence, we conclude that human oral contraceptives (Nordette, Noriday, and Ella) are safe and effective in long-tailed macaque ovarian cells as such could be used to develop non-invasive oral contraceptives for controlling the population of long-tailed macaques as an alternative population control method.…”
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Developing a Xen hypervisor based alternate defense against cipher suite downgrade attacks for virtual TLS servers
Published 2017“…In this project, I attempted to defend a TLS virtual server running on a Xen Hypervisor against downgrade attack attempts by intercepting the TLS Client Hello, which is the first message in a TLS communication, and examining the client’s preferred cipher suite, dropping the client hello if the cipher suite is not of the desired standard, thus ensuring that a TLS connection does not take place. …”
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Final Year Project (FYP) -
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Sequential learning for extreme learning machine
Published 2008“…A novel sequential learning algorihtm for training Single Hidden Layer Feedforward Neural Network (SLFN), Online Sequential Extreme Learning Machine (OS-ELM) is proposed. OS-ELM is based on the combination of Extreme Learning Machine (ELM) and the recursive least-squares (RLS) algorithm. …”
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Thesis -
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Short-term load forecasting by wavelet transform and evolutionary extreme learning machine
Published 2015“…Each component of the load series is then separately forecasted by a hybrid model of ELM and MABC (ELM-MABC). The global search technique MABC is developed to find the best parameters of input weights and hidden biases for ELM. …”
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Journal Article -
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ADC architectures for low power analog machine learning
Published 2016“…First, a 1-bit ADC (current comparator) is designed for application in a novel ELM based conditional branch prediction system designed for pipelined processors. …”
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Final Year Project (FYP) -
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EEG based mind controlled car
Published 2015“…Furthermore, in order to demo the result, we built a remote control car which controlled by the classification result from ELM classifier.…”
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Final Year Project (FYP)