Exploring the induction of preproinsulin-specific Foxp3+ CD4+ Treg cells that inhibit CD8+ T cell-mediated autoimmune diabetes by DNA vaccination by Stifter, Katja, Schuster, Cornelia, Schlosser, Michael, Boehm, Bernhard Otto, Schirmbeck, Reinhold

“…We have shown that the injection of preproinsulin (ppins)-expressing pCI/ppins vector into PD-1- or PD-L1-deficient mice induced K(b)/A12-21-monospecific CD8(+) T cells and autoimmune diabetes. …”
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Chemical identification using AI by Sua, Heng Hang

“…Various models such as Support Vector Machine (SVM) and Random Tree Classifier (RTC) were adopted and the accuracy of identification of pure chemicals and chemical mixtures are 93% and 70% respectively. …”
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Visual activity monitoring : assisted child-minding home camera surveillance system by Tan, Sophia Boon Fong.

“…Codebook method is used to learn the background for foreground detection and tracking is initialized for every new foreground object detected. Linear Support Vector Machine Model is used for activity recognition of these foreground objects. …”
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Labeling of names in the video stream by Li, Hui Ting.

“…In this project, two algorithms will be developed to label the names of the people appear in the video stream by using k-nearest neighbor algorithm and support vector machine (SVM) algorithm. Firstly, the training data sets of Jackie Chan and Non-Jackie Chan must be prepared. …”
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Segmentation of liver tumor from CT images by La, Cam Chung

“…This final year project aims to study characteristics of cancerous and healthy tissues in liver, which are later used by two algorithms, Support Vector Machine and Graph-cut, to do the liver tumor segmentation. …”
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Feature representation for large scale classification by Yang, Hao

“…Particularly, we propose linear regression support vector machine (LR-SVM) for bag-of-visual-words (BOV) data, feature pair selection (FPS) for data with multiplicative correlation between its features, and a multi-view multi-instance convolution neural network based system for raw image data with multiple objects. …”
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Establishment and characterisation of CRTC1 knockout in rodent hippocampal neurons by Koh, Tyler Bo Kai

“…Our lentiviral vectors efficiently knockouts CRTC1 expression in primary hippocampal cultures while results are pending for in vivo microinjections of the virus. …”
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Development of a system to detect hidden information in a document using steganography software by Wuan, Neng Jie

“…The accuracy of detection depends on the trained Support Vector Machine (SVM) model used, and therefore, accuracy hinges on the type of training data and test images used. …”
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Exploring the dynamics of gene drive mosquitoes within wild populations using an agent-based simulation by Wickramasooriya, S, Mahmood, I, Calinescu, A, Wooldridge, M, Lanzaro, G

“…This research is instrumental in understanding GEM potential in controlling malaria vectors.…”

Twisted formalism for 3d N=4 theories by Garner, N

“…We describe the topological A and B twists of 3d ${\mathcal {N}}=4$ theories of hypermultiplets gauged by ${\mathcal {N}}=4$ vector multiplets as certain deformations of the holomorphic–topological (HT) twist of those theories, utilizing the twisted superfields of Aganagic–Costello–Vafa–McNamara describing HT-twisted 3d ${\mathcal {N}}=2$ theories. …”

Illuminance flow estimation by regression by Karlsson, SM, Pont, SC, Koenderink, JJ, Zisserman, A

“…In a regression setting, we found for both ridge regression and support vector machines, that the optimal solution shows close resemblance to the gradient based structure tensor (also known as the second moment matrix).…”

Effect of geometric scaling on the microstructural development of selective laser melted metal parts by Ng, Angelin Shia Yin

“…This study discusses the effect of geometric scaling, delay time (i.e., the time it takes for the laser beam to jump from one scan vector to the adjacent scan vector, which is controlled by the jump speed), gas flow, and defocusing distance on microstructural development and mechanical properties of selective laser melted 316L stainless steel. 316L stainless steel has been used in various industries such as aerospace and petrochemical industries due to its superior properties such as very good corrosion resistance. …”
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Implementation of industry-standard functional coverage in UVM testbench for SoC level verification by Zhang, Shaoyan

“… (4) Completed power estimation for the whole MCU design (including time- based simulation and vector-less simulation) using Ansys Power Artist. …”
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Determination of mosquitoes species diversity and molecular detection of West Nile virus in wild bird habitats in Perak and Selangor, Malaysia by Jafar Ali, Natasha

“…Evidence of WNV in the mosquitoes further substantiate the need of enhancing vector control program and continuous surveillance of WNV in the reservoir, vector and susceptible host.…”
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Order estimation of high dimensional time series by Zeng, Shijia

“…Much research has focused on the problem of estimating the order of vector autoregressive (VAR) model and multivariate moving average (VMA) model. …”
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Arrhythmia warning algorithm by Tan, Calvin Jun Hao

“…This report presents a proposed ensemble model comprising convolutional neural network (CNN) and Support Vector Machine (SVM) to automate the identification of arrhythmias in ECG data. …”
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Data-driven fault diagnosis of power converter systems by Li, Han

“…By comparing the accuracy and diagnosis time of four different data-driven diagnostic methods, it is found that Random Vector Functional Link (RVFL) has the shortest diagnosis time and high accuracy, indicating that this method has the best effect on IGBT fault diagnosis in the face of sample imbalance.…”
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Study of arbitrary waveform generation for software defined radio by Luo, Jia Yu.

“…Next, I shall provide the detailed steps of generating WiMAX signal using MATLAB and SMBV 100A Vector Signal Generator. The focus will be on the MATLAB algorithm. …”
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Work-leisure orientations of nascent professionals and entrepreneurs. by Lee, Samantha Yuan Zhen., Teo, Haw Yin., Lee, Wanpin.

“…To understand the work-leisure relationship, property vector fitting was used to map the leisure interests into a two-dimensional RIASEC circumplex. …”
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Recognizing tree diseases at a distance via image processing and computer vision by Chan, Zhi Xian.

“…To perform recognition, the features extracted from the training image are feed into Support Vector Machine for data classification. Based on the data classification, we would be able to see which type of trees diseases on highest accuracy.…”
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