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121
The GCSE attainment gap: assessing the influence of permanent school exclusion
Published 2025“…In other words, the existing trajectory of disadvantage gets steeper following the permanent exclusion event. …”
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Optimization of the thermal performance of building double-skin envelope
Published 2014“…Therefore, to slow down the rise in the mean global temperature, a double-skin roof technology was used to reduce the heat produced by the sun from getting into the building. When less heat gets into the building, thermal comfort can be achieved much easily and also reducing the usage of air-conditioner. …”
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Final Year Project (FYP) -
124
Dynamic swimming pattern of Pseudomonas aeruginosa near a vertical wall during initial attachment stages of biofilm formation
Published 2021“…We found that P. aeruginosa (PAO1) increases its speed and changes its swimming angle drastically when it gets closer to a wall. In contrast, ΔdipA mutant moves toward the wall with steady speed without changing of swimming angle. …”
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Journal Article -
125
Synthesis and optical characterization of cadmium sulfide (CdS) single crystals for laser cooling effect
Published 2015“…By analyzing those crystals using optical spectroscopy, the author gets the Stokes spectroscopy and anti-Stokes spectroscopy as well as its dependence relationship figure between peak densities and exciting laser power. …”
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Thesis -
126
Multi-scale and multiphase modeling of abrasive flow machining process with experimental validation
Published 2023“…The flexibility and nature of the AFM tool introduce considerable complexity to evaluate the abrasion action, its material removal (MR), the particle forces, and the detailed rules controlling this particle-surface interaction. The process gets more complex for irregular shapes to the workpiece surface and the abrasive particle which is the real case. …”
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Thesis-Doctor of Philosophy -
127
Enhancement of photoacoustic imaging systems for biomedical applications
Published 2021“…DL relies on supervised learning, i.e., the network gets trained on pre-defined dataset to solve practical problems on new data. …”
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Thesis-Doctor of Philosophy -
128
Properties and mechanism of strain and piezoelectricity of hybrid molecular ferroelectrics
Published 2020“…In summary, this thesis presents the discovery of a new OIHF (PTMA)CdBr3xCl3(1-x) which gets both colossal shear strain and piezoelectric responses. …”
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Thesis-Doctor of Philosophy -
129
The effects of atmosphere-ocean-wave coupling during tropical cyclone
Published 2018“…Within this coupled system, it can be thought that the ocean waves generated at the sea surface are due to the momentum transfer from atmosphere, which subsequently gets transferred to ocean. This transfer of momentum (from atmosphere to ocean) is not a one-way link, i.e., there are feedback effects from ocean (both in terms of enthalpy and momentum) on the atmospheric boundary layer. …”
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Thesis-Doctor of Philosophy -
130
Development of resistive random access memory for next-generation embedded non-volatile memory application
Published 2021“…Besides, the variability of the forming voltage also gets improved by more than 50%. On the contrary, the inhibition effect of the negative voltage is observed for the set process, which implies that the role of the negative voltage varies with the state of the device. …”
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Thesis-Doctor of Philosophy -
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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 -
133
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 -
134
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 -
135
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 -
136
Extreme learning machine based fast object recognition
Published 2014“…Besides, the parameter tuning process for ELM is much easier than SVM as well.…”
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Conference Paper -
137
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 -
138
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 -
139
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 -
140
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