Design of generator power control system for real time application by Hay, Weilin

“…The development of the current and speed controllers using PI tuning were done in order to control the quadrature current while fixing the direct current as zero. In addition, space vector modulation was performed to obtain the time duration of each IGBT/diode leg in order to control the voltage output.…”
Get full text

Power load demand forecasting by Palaninathan, Aruna Charukesi

“…The techniques are: neural network, random forest, support vector regression, autoregressive integrated moving average, empirical mode decomposition, ensemble empirical mode decomposition and lastly complete ensemble empirical mode decomposition with adaptive noise. …”
Get full text

Automated spike detection using cascade of simple classifiers by Guo, Jingyao

“…We utilize EEG recordings from 9 patients with epilepsy as training data to train various support vector machines (SVMs), and to build the cascades based on this SVMs. …”
Get full text

Video Google: efficient visual search of videos by Sivic, J, Zisserman, A

“…This requires a visual analogy of a word which is provided here by vector quantizing the region descriptors. The final ranking also depends on the spatial layout of the regions. …”

Efficient retrieval of deformable shape classes using local self-similarities by Chatfield, K, Philbin, J, Zisserman, A

“…In order to use the self-similarity descriptor for efficient retrieval we make three contributions: (i) we sparsify the descriptor points by locating discriminative regions within each image, thus reducing the computational expense of shape matching; (ii) we extend to enable matching despite changes in scale; and (iii) we show that vector quantizing the descriptor does not inhibit performance, thus providing the basis of a large-scale shape-based retrieval system using a bag-of-visual-words approach. …”

Stable transformation of pleomorphic bloodstream form Trypanosoma brucei by MacGregor, P, Rojas, F, Dean, S, Matthews, KR

“…African trypanosomes differentiate between various developmental stages both in mammalian hosts and their tsetse vector to adapt to and survive in the different environments they encounter. …”

Efficient visual content retrieval and mining in videos by Sivic, J, Zisserman, A

“…This representation enables recognition to proceed successfully despite changes in scale, viewpoint, illumination and partial occlusion. Vector quantization of these descriptors then enables efficient matching on the scale of an entire feature film.…”

Pose search: retrieving people using their pose by Ferrari, V, Marin-Jimenez, M, Zisserman, A

“…The method involves first localizing the spatial layout of the head, torso and limbs in individual frames using pictorial structures, and associating these through a shot by tracking. A feature vector describing the pose is then constructed from the pictorial structure. …”

Smooth object retrieval using a bag of boundaries by Arandjelović, R, Zisserman, A

“…Furthermore, we show that the descriptors may be vector quantized (into a bag-of-boundaries) giving a representation that is suited to the standard visual word architectures for immediate retrieval of specific objects. …”

High-resolution synthetic population mapping for quantifying disparities in disaster impacts: an application in the Bangladesh Coastal Zone by Rubinyi, S, Verschuur, J, Goldblatt, R, Gussenbauer, J, Kowarik, A, Mannix, J, Bottoms, B, Hall, J

“…Here, we generate synthetic structural and socioeconomic microdata for around 9.5 million persons for six districts in Bangladesh as vector points using a combination of spatial microsimulation techniques and dasymetric modelling. …”

Fakeheader: a tool to detect deceptive online news based on misleading news headlines and contents by Che Eembi @ Jamil, Normala, Ishak, Iskandar, Sidi, Fatimah, Affendey, Lilly Suriani

“…The tools incorporate data veracity framework for online news with Support Vector Machine and proposed combination of features. …”
Get full text

Salient keypoint detectors and compact feature descriptors for 3D perception by Prakhya, Sai Manoj

“…Hence, we introduce the first binary 3D descriptor, B-SHOT, by proposing an adaptive binarization technique that converts a real valued vector to a binary vector. We apply this method on a state-of-the-art 3D feature descriptor, SHOT, and create a new binary 3D descriptor. …”
Get full text

A parallel fill estimation algorithm for sparse matrices and tensors in blocked formats by Ahrens, Willow

Get full text

Persistent elevation of intrathecal pro-inflammatory cytokines leads to multiple sclerosis-like cortical demyelination and neurodegeneration by James, Rachel E., Schalks, Renee, Browne, Eleanor, Eleftheriadou, Ioanna, Munoz, Carmen Picon, Mazarakis, Nicholas D., Reynolds, Richard

“…PhosphoRIP3+ and phosphoMLKL+ neurons were present in TNF + IFNγ vector injected animals, indicating activation of necroptosis. …”
Get full text

Essays on the dynamics of the U.S. real exchange rate by Li, Yingzhu

“…In Chapter 4, structural vector error-correction model (SVECM) is used to identify the sources of the U.S. real effective exchange rate fluctuations during the great moderation. …”
Get full text

RNA interference silencing of interleukin-6 in mesenchymal stromal cells and antitumour efficacy against multiple myeloma cells by Teoh, Hoon Koon

“…IL-6 silencing in MSC was induced using two different pathways: (1) direct administration of synthetic IL-6 siRNA using lipofectamine 2000 transfection and (2) vector-based adenovirus vector encoding IL-6 shRNA. …”
Get full text

Derivative-constrained frequency-domain wideband DOA estimation by Reddy, Vinod Veera, Ng, B. P., Khong, Andy Wai Hoong

“…The Taylor series expansion of steering vector with respect to frequency exhibits the dependence of sensor snapshots on the derivatives of the array manifold matrix, suppression of which reduces the data to follow the narrowband data model. …”
Get full text
Get full text

Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction by Nie, Feiping, Xiang, Shiming, Liu, Yun, Hou, Chenping, Zhang, Changshui

“…To obtain great discriminative power between classes, all the data points in each class are expected to be regressed to a single vector, and the basic task is to find a transformation matrix such that the squared regression error is minimized. …”
Get full text
Get full text
Get full text

Machine learning for anomaly detection on intelligent transportation time series data by Lin, Yuxuan

“…Afterwards, one One-Class Support Vector Machines (OCSVM) is applied to do the classification. …”
Get full text

PCA based feature extraction for cell image retrieval by Ananthagunan Muthukumaran

“…This is done by using the feature vector and Eigen images which are derived using PCA.…”
Get full text