Publications - Machine Learning SG

An enhanced median filter for removing noise from MR images (2013)

S. Arastehfar Ali A. Pouyan A. Jalalian

median filter salt and pepper noise bilateral filter impulse noise noise spectral density +6 more

Journal of AI and Data Mining 14 citations Published 2013-02-09
Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification (2013)

Yong Luo Dacheng Tao Chang Xu Chao Xu Hong Liu Yonggang Wen

contextual image classification pattern recognition mathematics artificial intelligence manifold regularization +1 more

IEEE Transactions on Neural Networks 139 citations Published 2013-02-08
Spoken Language Recognition: From Fundamentals to Practice (2013)

Haizhou Li Bin Ma Kong Aik Lee

spoken language language technology language model cache language model computational linguistics +7 more

Proceedings of the IEEE 249 citations Published 2013-02-06
Adaptive low rank and sparse decomposition of video using compressive sensing (2013)

Fei Yang Hong Jiang Zuowei Shen Wei Deng Dimitris Metaxas

background subtraction sparse approximation data compression compressed sensing low latency +6 more

2013 IEEE International Conference on Image Processing 12 citations Published 2013-02-06
Online multi-modal distance learning for scalable multimedia retrieval (2013)

Hao Xia Pengcheng Wu Steven C.H. Hoi

image retrieval distance education information retrieval scalability machine learning +6 more

Proceedings of the sixth ACM international conference on Web search and data mining 18 citations Published 2013-02-04
Weighted extreme learning machine for imbalance learning (2013)

Weiwei Zong Guang-Bin Huang Yiqiang Chen

extreme learning machine active learning multiclass classification weighting machine learning +6 more

Neurocomputing 542 citations Published 2013-02-01
Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization (2013)

Min Meng Jiazhi Xia Jun Luo Ying He

segmentation statistical model pattern recognition machine learning computer science +4 more

Computer-aided Design 66 citations Published 2013-02-01
The Meaning of “Near” and “Far”: The Impact of Structuring Design Databases and the Effect of Distance of Analogy on Design Output (2013)

Katherine Fu Joel Chan Jonathan Cagan Kenneth Kotovsky Christian Schunn Kristin Wood

analogy structuring computer science artificial intelligence

Journal of Mechanical Design 212 citations Published 2013-02-01
Sparse Representation With Kernels (2013)

Shenghua Gao I. W. Tsang Liang-Tien Chia

radial basis function kernel sparse approximation kernel method feature vector kernel +6 more

IEEE Transactions on Image Processing 221 citations Published 2013-02-01
Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems (2013)

G. S. Babu S. Suresh

semi supervised learning unsupervised learning online machine learning stability active learning +6 more

IEEE Transactions on Neural Networks 113 citations Published 2013-02-01
Quantifying Limb Movements in Epileptic Seizures Through Color-Based Video Analysis (2013)

Haiping Lu Yaozhang Pan B. Mandal How-Lung Eng Cuntai Guan D. W. S. Chan

video tracking epileptic seizure image segmentation segmentation remote patient monitoring +6 more

IEEE Transactions on Biomedical Engineering 31 citations Published 2013-02-01
Probabilistic Graphlet Transfer for Photo Cropping (2013)

Luming Zhang Mingli Song Qi Zhao Xiao Liu Jiajun Bu Chun Chen

adjacency list probabilistic logic graph theory photography computer vision +6 more

IEEE Transactions on Image Processing 178 citations Published 2013-02-01
Preparatory patterns of neural activity predict visual category search speed. (2013)

Chun Siong Soon Praneeth Namburi Michael W.L. Chee

perception spatiotemporal pattern voxel pattern recognition computer vision +7 more

NeuroImage 13 citations Published 2013-02-01
Online Multiple Kernel Classification (2013)

Steven C. Hoi Rong Jin Peilin Zhao Tianbao Yang

tree kernel radial basis function kernel polynomial kernel kernel embedding of distributions kernel method +6 more

Machine Learning 112 citations Published 2013-02-01
On the reconstruction of sequences of sparse signals - The Weighted-CS (2013)

Dornoosh Zonoobi Ashraf A. Kassim

compressed sensing performance improvement pattern recognition recursion mathematics +2 more

Journal of Visual Communication and Image Representation 13 citations Published 2013-02-01
Linear Distance Coding for Image Classification (2013)

Zilei Wang Jiashi Feng Shuicheng Yan Hongsheng Xi

distance transform feature detection u matrix feature extraction caltech 101 +7 more

IEEE Transactions on Image Processing 43 citations Published 2013-02-01
Intention-Aware Motion Planning (2013)

Tirthankar Bandyopadhyay Kok Sung Won Emilio Frazzoli David Hsu Wee Sun Lee Daniela Rus

partially observable markov decision process markov decision process motion planning approximation algorithm robot +4 more

WAFR 185 citations Published 2013-02-01
Image Feature Representation of the Subband Power Distribution for Robust Sound Event Classification (2013)

J. Dennis Huy Dat Tran Eng Siong Chng

feature extraction spectrogram contextual image classification image processing audio signal processing +7 more

IEEE Transactions on Audio, Speech, and Language Processing 88 citations Published 2013-02-01
High-Order Local Spatial Context Modeling by Spatialized Random Forest (2013)

Bingbing Ni Shuicheng Yan Meng Wang A. A. Kassim Qi Tian

random forest spatial contextual awareness spatial ecology discriminative model boosting +7 more

IEEE Transactions on Image Processing 12 citations Published 2013-02-01
Fingerprint Combination for Privacy Protection (2013)

Sheng Li A. C. Kot

minutiae fingerprint verification competition fingerprint recognition fingerprint authentication +6 more

IEEE Transactions on Information Forensics and Security 82 citations Published 2013-02-01

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An enhanced median filter for removing noise from MR images (2013)

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification (2013)

Spoken Language Recognition: From Fundamentals to Practice (2013)

Adaptive low rank and sparse decomposition of video using compressive sensing (2013)

Online multi-modal distance learning for scalable multimedia retrieval (2013)

Weighted extreme learning machine for imbalance learning (2013)

Unsupervised co-segmentation for 3D shapes using iterative multi-label optimization (2013)

The Meaning of “Near” and “Far”: The Impact of Structuring Design Databases and the Effect of Distance of Analogy on Design Output (2013)

Sparse Representation With Kernels (2013)

Sequential Projection-Based Metacognitive Learning in a Radial Basis Function Network for Classification Problems (2013)

Quantifying Limb Movements in Epileptic Seizures Through Color-Based Video Analysis (2013)

Probabilistic Graphlet Transfer for Photo Cropping (2013)

Preparatory patterns of neural activity predict visual category search speed. (2013)

Online Multiple Kernel Classification (2013)

On the reconstruction of sequences of sparse signals - The Weighted-CS (2013)

Linear Distance Coding for Image Classification (2013)

Intention-Aware Motion Planning (2013)

Image Feature Representation of the Subband Power Distribution for Robust Sound Event Classification (2013)

High-Order Local Spatial Context Modeling by Spatialized Random Forest (2013)

Fingerprint Combination for Privacy Protection (2013)