Publications - Machine Learning SG

Product comparison using comparative relations (2011)

Si Li Zheng-Jun Zha Zhaoyan Ming Meng Wang Tat-Seng Chua Jun Guo Weiran Xu

question answering information retrieval natural language processing computer science artificial intelligence +1 more

Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval 30 citations Published 2011-07-24
The complexity of safe manipulation under scoring rules (2011)

Egor Ianovski Lan Yu Edith Elkind Mark C. Wilson

voting artificial intelligence computer science borda rule

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One 12 citations Published 2011-07-16
On the complexity of voting manipulation under randomized tie-breaking (2011)

Svetlana Obraztsova Edith Elkind

cardinal voting systems ranked pairs voting computational complexity theory minimax +6 more

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume One 43 citations Published 2011-07-16
Cross-people mobile-phone based activity recognition (2011)

Zhongtang Zhao Yiqiang Chen Junfa Liu Zhiqi Shen Mingjie Liu

activity recognition mobile phone decision tree cluster analysis transfer of learning +7 more

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three 149 citations Published 2011-07-16
Hierarchical maximum margin learning for multi-class classification (2011)

Jian-Bo Yang Ivor W. Tsang

multiclass classification machine learning binary number computer science separable space +3 more

UAI'11 Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence 13 citations Published 2011-07-14
Multi-modality likelihood based particle filtering for 2-D direction of arrival tracking using a single acoustic vector sensor (2011)

Xionghu Zhong A. B. Premkumar A. S. Madhukumar Lau Chiew Tong

direction of arrival background noise beamforming particle filter signal to noise ratio +7 more

2011 IEEE International Conference on Multimedia and Expo 11 citations Published 2011-07-11
Grassmann Hashing for approximate nearest neighbor search in high dimensional space (2011)

Xinchao Wang Zhu Li Lei Zhang Junsong Yuan

locality sensitive hashing dynamic perfect hashing hash table universal hashing k independent hashing +6 more

2011 IEEE International Conference on Multimedia and Expo 13 citations Published 2011-07-11
A fast algorithm for rain detection and removal from videos (2011)

Minmin Shen Ping Xue

motion field optical flow smoothing anisotropic diffusion video processing +6 more

2011 IEEE International Conference on Multimedia and Expo 24 citations Published 2011-07-11
Visual tracking with generative template model based on Riemannian manifold of covariances (2011)

Marcus Chen Sze Kim Pang Tat Jen Cham Alvina Goh

covariance matrix video tracking affine transformation covariance particle filter +7 more

14th International Conference on Information Fusion 15 citations Published 2011-07-05
Visual enhancement of old documents with hyperspectral imaging (2011)

Seon Joo Kim Fanbo Deng Michael S. Brown

hyperspectral imaging document management system document processing compositing image processing +6 more

Pattern Recognition 106 citations Published 2011-07-01
Ubiquitous Human Upper-Limb Motion Estimation using Wearable Sensors (2011)

Zhi-Qiang Zhang Wai-Choong Wong Jian-Kang Wu

motion estimation motion capture forward kinematics kinematics kalman filter +6 more

international conference of the ieee engineering in medicine and biology society 76 citations Published 2011-07-01
Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction (2011)

Jun Yan Ning Liu Shuicheng Yan Qiang Yang Weiguo Fan Wei Wei Zheng Chen

dimensionality reduction feature extraction feature selection overhead global optimization +7 more

IEEE Transactions on Knowledge and Data Engineering 34 citations Published 2011-07-01
The past tense debate: is phonological complexity the key to the puzzle? (2011)

Tomasina M. Oh Keith Liming Tan Philina Ng Yeh Ing Berne Steven Graham

regular and irregular verbs verb inflection past tense lexicon +7 more

NeuroImage 19 citations Published 2011-07-01
Robust Feature Selection for Microarray Data Based on Multicriterion Fusion (2011)

Feng Yang K. Z. Mao

feature selection minimum redundancy feature selection feature dimensionality reduction feature extraction +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 137 citations Published 2011-07-01
Real-Time Shape Illustration Using Laplacian Lines (2011)

Long Zhang Ying He Jiazhi Xia Xuexiang Xie Wei Chen

laplacian smoothing laplacian matrix spectral clustering edge detection line drawing algorithm +7 more

IEEE Transactions on Visualization and Computer Graphics 26 citations Published 2011-07-01
Multiple piecewise constant with geodesic active contours (MPC-GAC) framework for interactive image segmentation using graph cut optimization☆ (2011)

Wenbing Tao Wenbing Tao Xue-Cheng Tai Xue-Cheng Tai

cut active contour model image segmentation piecewise energy functional +6 more

Image and Vision Computing 24 citations Published 2011-07-01
Improving taxonomy-based protein fold recognition by using global and local features. (2011)

Jian-Yi Yang Xin Chen

threading protein structure feature extraction discriminative model threading +6 more

Proteins 65 citations Published 2011-07-01
Face Region Based Conversational Video Coding (2011)

Bing Xiong Xiaojiu Fan Ce Zhu Xuan Jing Qiang Peng

face detection object class detection facial recognition system object detection coding +7 more

IEEE Transactions on Circuits and Systems for Video Technology 15 citations Published 2011-07-01
Effect of Grip Force and Training in Unstable Dynamics on Micromanipulation Accuracy (2011)

E. L. M. Su G. Ganesh Che Fai Yeong Chee Leong Teo Wei Tech Ang E. Burdet

grippers magnification haptic technology standard deviation trajectory +7 more

IEEE Transactions on Haptics 11 citations Published 2011-07-01
Discovering the Thematic Object in Commercial Videos (2011)

Gangqiang Zhao Junsong Yuan Jiang Xu Ying Wu

object detection visualization feature extraction thematic map information retrieval +5 more

IEEE MultiMedia 16 citations Published 2011-07-01

Previous Next

Product comparison using comparative relations (2011)

The complexity of safe manipulation under scoring rules (2011)

On the complexity of voting manipulation under randomized tie-breaking (2011)

Cross-people mobile-phone based activity recognition (2011)

Hierarchical maximum margin learning for multi-class classification (2011)

Multi-modality likelihood based particle filtering for 2-D direction of arrival tracking using a single acoustic vector sensor (2011)

Grassmann Hashing for approximate nearest neighbor search in high dimensional space (2011)

A fast algorithm for rain detection and removal from videos (2011)

Visual tracking with generative template model based on Riemannian manifold of covariances (2011)

Visual enhancement of old documents with hyperspectral imaging (2011)

Ubiquitous Human Upper-Limb Motion Estimation using Wearable Sensors (2011)

Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction (2011)

The past tense debate: is phonological complexity the key to the puzzle? (2011)

Robust Feature Selection for Microarray Data Based on Multicriterion Fusion (2011)

Real-Time Shape Illustration Using Laplacian Lines (2011)

Multiple piecewise constant with geodesic active contours (MPC-GAC) framework for interactive image segmentation using graph cut optimization☆ (2011)

Improving taxonomy-based protein fold recognition by using global and local features. (2011)

Face Region Based Conversational Video Coding (2011)

Effect of Grip Force and Training in Unstable Dynamics on Micromanipulation Accuracy (2011)

Discovering the Thematic Object in Commercial Videos (2011)