Publications - Machine Learning SG

Laplacian Embedded Regression for Scalable Manifold Regularization (2012)

Lin Chen I. W. Tsang Dong Xu

laplacian matrix manifold alignment kernel method spectral clustering graph kernel +7 more

IEEE Transactions on Neural Networks 66 citations Published 2012-04-18
An abundance of riches: cross-task comparisons of semantic richness effects in visual word recognition (2012)

Melvin J. Yap Penny M. Pexman Michele Wellsby Ian S. Hargreaves Mark J. Huff

lexical decision task semeval semantic similarity semantic property semantic memory +6 more

Frontiers in Human Neuroscience 132 citations Published 2012-04-17
Enhancing naive bayes with various smoothing methods for short text classification (2012)

Quan Yuan Gao Cong Nadia Magnenat Thalmann

naive bayes classifier smoothing machine learning data mining computer science +4 more

Proceedings of the 21st International Conference on World Wide Web 72 citations Published 2012-04-16
Telerobotic Pointing Gestures Shape Human Spatial Cognition (2012)

John-John Cabibihan Wing Chee So Sujin Saj Zhengchen Zhang

gesture spatial cognition social robot human robot interaction robotics +6 more

International Journal of Social Robotics 23 citations Published 2012-04-11
Cortical brain imaging by adaptive filtering of NIRS signals. (2012)

Muhammad Aqil Keum-Shik Hong Myung-Yung Jeong Shuzhi Sam Ge Shuzhi Sam Ge

recursive least squares filter adaptive filter functional near infrared spectroscopy linear model linear system +6 more

Neuroscience Letters 66 citations Published 2012-04-11
Weakly Supervised Graph Propagation Towards Collective Image Parsing (2012)

Si Liu Shuicheng Yan Tianzhu Zhang Changsheng Xu Jing Liu Hanqing Lu

automatic image annotation image retrieval feature detection image segmentation graph theory +6 more

IEEE Transactions on Multimedia 54 citations Published 2012-04-01
SVD-Based Quality Metric for Image and Video Using Machine Learning (2012)

M. Narwaria Weisi Lin

feature extraction pooling visualization image quality software +7 more

systems man and cybernetics 147 citations Published 2012-04-01
Semisupervised Biased Maximum Margin Analysis for Interactive Image Retrieval (2012)

Lining Zhang Lipo Wang Weisi Lin

image retrieval relevance feedback support vector machine semantic gap contextual image classification +7 more

IEEE Transactions on Image Processing 118 citations Published 2012-04-01
Robust Image Hashing Based on Random Gabor Filtering and Dithered Lattice Vector Quantization (2012)

Yuenan Li Zheming Lu Ce Zhu Xiamu Niu

gabor filter learning vector quantization vector quantization robustness quantization +6 more

IEEE Transactions on Image Processing 79 citations Published 2012-04-01
Robust Image Deblurring With an Inaccurate Blur Kernel (2012)

Hui Ji Kang Wang

deblurring image restoration kernel real image kernel +6 more

IEEE Transactions on Image Processing 74 citations Published 2012-04-01
Robust Image Coding Based Upon Compressive Sensing (2012)

Chenwei Deng Weisi Lin Bu-sung Lee Chiew Tong Lau

multiple description coding transform coding discrete wavelet transform data compression jpeg 2000 +7 more

IEEE Transactions on Multimedia 80 citations Published 2012-04-01
Removing Label Ambiguity in Learning-Based Visual Saliency Estimation (2012)

Jia Li Dong Xu Wen Gao

learning to rank feature extraction image processing data modeling ranking +7 more

IEEE Transactions on Image Processing 21 citations Published 2012-04-01
Relevance vector machine based infinite decision agent ensemble learning for credit risk analysis (2012)

Shukai Li Ivor W. Tsang Narendra S. Chaudhari

overfitting relevance vector machine ensemble learning perceptron boosting +6 more

Expert Systems With Applications 11 citations Published 2012-04-01
Progressive surface reconstruction for heart mapping procedure (2012)

Patricia Chiang Jianmin Zheng Koon Hou Mak Nadia Magnenat Thalmann Yiyu Cai

surface reconstruction region of interest computer vision subdivision sensory cue +5 more

Computer-aided Design 12 citations Published 2012-04-01
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction (2012)

Feiping Nie Shiming Xiang Yun Liu Chenping Hou Changshui Zhang

optimal discriminant analysis total least squares kernel fisher discriminant analysis linear discriminant analysis non linear least squares +6 more

Pattern Recognition Letters 37 citations Published 2012-04-01
Ockham's Razor in memetic computing: Three stage optimal memetic exploration (2012)

Giovanni Iacca Ferrante Neri Ernesto Mininno Yew-Soon Ong Meng-Hiot Lim

memetic algorithm computational intelligence evolutionary algorithm algorithm design trial and error +5 more

Information Sciences 144 citations Published 2012-04-01
Motivated learning for the development of autonomous systems (2012)

Janusz A. Starzyk James T. Graham Pawel Raif Ah-Hwee Tan

active learning robot learning computational learning theory instance based learning reinforcement learning +6 more

Cognitive Systems Research 27 citations Published 2012-04-01
Mining Visual Collocation Patterns via Self-Supervised Subspace Learning (2012)

Junsong Yuan Ying Wu

collocation visualization subspace topology feature extraction spatial analysis +7 more

systems man and cybernetics 11 citations Published 2012-04-01
Meta-cognitive Neural Network for classification problems in a sequential learning framework (2012)

G. Sateesh Babu S. Suresh

artificial neural network sequence learning radial basis function network classifier initialization +6 more

Neurocomputing 126 citations Published 2012-04-01
Information retrieval with semantic memory model (2012)

Julian Szymański Włodzisław Duch

semantic computing semantic similarity semantic network semantic search explicit semantic analysis +7 more

Cognitive Systems Research 16 citations Published 2012-04-01

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Laplacian Embedded Regression for Scalable Manifold Regularization (2012)

An abundance of riches: cross-task comparisons of semantic richness effects in visual word recognition (2012)

Enhancing naive bayes with various smoothing methods for short text classification (2012)

Telerobotic Pointing Gestures Shape Human Spatial Cognition (2012)

Cortical brain imaging by adaptive filtering of NIRS signals. (2012)

Weakly Supervised Graph Propagation Towards Collective Image Parsing (2012)

SVD-Based Quality Metric for Image and Video Using Machine Learning (2012)

Semisupervised Biased Maximum Margin Analysis for Interactive Image Retrieval (2012)

Robust Image Hashing Based on Random Gabor Filtering and Dithered Lattice Vector Quantization (2012)

Robust Image Deblurring With an Inaccurate Blur Kernel (2012)

Robust Image Coding Based Upon Compressive Sensing (2012)

Removing Label Ambiguity in Learning-Based Visual Saliency Estimation (2012)

Relevance vector machine based infinite decision agent ensemble learning for credit risk analysis (2012)

Progressive surface reconstruction for heart mapping procedure (2012)

Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction (2012)

Ockham's Razor in memetic computing: Three stage optimal memetic exploration (2012)

Motivated learning for the development of autonomous systems (2012)

Mining Visual Collocation Patterns via Self-Supervised Subspace Learning (2012)

Meta-cognitive Neural Network for classification problems in a sequential learning framework (2012)

Information retrieval with semantic memory model (2012)