Publications - Machine Learning SG

A linear size index for approximate pattern matching (2011)

Ho-Leung Chan Tak-Wah Lam Wing-Kin Sung Siu-Lung Tam Swee-Seong Wong

pattern matching time complexity search engine indexing combinatorics pattern recognition +2 more

Journal of Discrete Algorithms 16 citations Published 2011-12-01
Temporal accumulation and decision processes in the duration bisection task revealed by contingent negative variation. (2011)

Kwun Kei Ng Simon Tobin Trevor B Penney

contingent negative variation time perception decision rule categorization bisection +6 more

Frontiers in Integrative Neuroscience 76 citations Published 2011-11-29
Attack using reconstructed fingerprint (2011)

Sheng Li Alex C. Kot

minutiae fingerprint recognition fingerprint iterative reconstruction continuous phase modulation +7 more

2011 IEEE International Workshop on Information Forensics and Security 18 citations Published 2011-11-29
Towards multi-semantic image annotation with graph regularized exclusive group lasso (2011)

Xiangyu Chen Xiaotong Yuan Shuicheng Yan Jinhui Tang Yong Rui Tat-Seng Chua

semantic computing semantic similarity image retrieval semantic gap automatic image annotation +6 more

Proceedings of the 19th ACM international conference on Multimedia 15 citations Published 2011-11-28
Saliency-based image retargeting in the compressed domain (2011)

Yuming Fang Zhenzhong Chen Weisi Lin Chia-Wen Lin

jpeg seam carving salience discrete cosine transform bitstream +5 more

Proceedings of the 19th ACM international conference on Multimedia 20 citations Published 2011-11-28
Robust hand gesture recognition with kinect sensor (2011)

Zhou Ren Jingjing Meng Junsong Yuan Zhengyou Zhang

gesture recognition gesture robustness computer vision metric +5 more

Proceedings of the 19th ACM international conference on Multimedia 367 citations Published 2011-11-28
Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera (2011)

Zhou Ren Junsong Yuan Zhengyou Zhang

gesture recognition earth mover s distance gesture robustness metric +7 more

Proceedings of the 19th ACM international conference on Multimedia 517 citations Published 2011-11-28
Retrieval-based face annotation by weak label regularized local coordinate coding (2011)

Dayong Wang Steven C.H. Hoi Ying He Jianke Zhu

image retrieval automatic image annotation annotation unsupervised learning pattern recognition +7 more

Proceedings of the 19th ACM international conference on Multimedia 51 citations Published 2011-11-28
Real-time human action search using random forest based hough voting (2011)

Gang Yu Junsong Yuan Zicheng Liu

video tracking pattern matching brute force search random forest pattern recognition +6 more

Proceedings of the 19th ACM international conference on Multimedia 17 citations Published 2011-11-28
Random partial paired comparison for subjective video quality assessment via hodgerank (2011)

Qianqian Xu Tingting Jiang Yuan Yao Qingming Huang Bowei Yan Weisi Lin

subjective video quality random graph crowdsourcing data collection the internet +7 more

Proceedings of the 19th ACM international conference on Multimedia 32 citations Published 2011-11-28
Learning concept bundles for video search with complex queries (2011)

Jin Yuan Zheng-Jun Zha Yao-Tao Zheng Meng Wang Xiangdong Zhou Tat-Seng Chua

semantic similarity trecvid multi task learning semantics classifier +7 more

Proceedings of the 19th ACM international conference on Multimedia 17 citations Published 2011-11-28
Kinship verification from facial images under uncontrolled conditions (2011)

Xiuzhuang Zhou Junlin Hu Jiwen Lu Yuanyuan Shang Yong Guan

support vector machine kinship spatial analysis computer vision pyramid +6 more

Proceedings of the 19th ACM international conference on Multimedia 130 citations Published 2011-11-28
Human group activity analysis with fusion of motion and appearance information (2011)

Zhongwei Cheng Lei Qin Qingming Huang Shuqiang Jiang Shuicheng Yan Qi Tian

multiple kernel learning hierarchical database model video content analysis discriminative model pattern recognition +7 more

Proceedings of the 19th ACM international conference on Multimedia 12 citations Published 2011-11-28
Difficulty guided image retrieval using linear multiview embedding (2011)

Yangxi Li Bo Geng Zheng-Jun Zha Dacheng Tao Linjun Yang Chao Xu

relevance feedback image retrieval feature vector subspace topology embedding +6 more

Proceedings of the 19th ACM international conference on Multimedia 11 citations Published 2011-11-28
Blurred image region detection and classification (2011)

Bolan Su Shijian Lu Chew Lim Tan

image restoration deblurring motion blur feature detection gaussian blur +7 more

Proceedings of the 19th ACM international conference on Multimedia 172 citations Published 2011-11-28
RULE EXTRACTION FROM MINIMAL NEURAL NETWORKS FOR CREDIT CARD SCREENING (2011)

Rudy Setiono Bart Baesens Christophe Mues

time delay neural network feedforward neural network artificial neural network credit card network architecture +4 more

International Journal of Neural Systems 27 citations Published 2011-11-21
Application of recurrence quantification analysis for the automated identification of epileptic EEG signals. (2011)

U Rajendra Acharya S Vinitha Sree Subhagata Chattopadhyay Wenwei Yu Peng Chuan Alvin Ang

recurrence quantification analysis recurrence plot naive bayes classifier electroencephalography support vector machine +6 more

International Journal of Neural Systems 265 citations Published 2011-11-21
Unsupervised Multiple Kernel Learning (2011)

Jinfeng Zhuang Jialei Wang Steven C. H. Hoi Xiangyang Lan

multiple kernel learning tree kernel radial basis function kernel string kernel kernel embedding of distributions +7 more

Asian Conference on Machine Learning 29 citations Published 2011-11-17
Secure and robust Wi-Fi fingerprinting indoor localization (2011)

Wei Meng Wendong Xiao Wei Ni Lihua Xie

ransac probabilistic logic anomaly detection histogram robustness +7 more

2011 International Conference on Indoor Positioning and Indoor Navigation 73 citations Published 2011-11-10
Towards an Effective Design of Social Robots (2011)

Haizhou Li John-John Cabibihan Yeow Kee Tan

media lab europe s social robots social robot robot robotics norm +4 more

International Journal of Social Robotics 38 citations Published 2011-11-09

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A linear size index for approximate pattern matching (2011)

Temporal accumulation and decision processes in the duration bisection task revealed by contingent negative variation. (2011)

Attack using reconstructed fingerprint (2011)

Towards multi-semantic image annotation with graph regularized exclusive group lasso (2011)

Saliency-based image retargeting in the compressed domain (2011)

Robust hand gesture recognition with kinect sensor (2011)

Robust hand gesture recognition based on finger-earth mover's distance with a commodity depth camera (2011)

Retrieval-based face annotation by weak label regularized local coordinate coding (2011)

Real-time human action search using random forest based hough voting (2011)

Random partial paired comparison for subjective video quality assessment via hodgerank (2011)

Learning concept bundles for video search with complex queries (2011)

Kinship verification from facial images under uncontrolled conditions (2011)

Human group activity analysis with fusion of motion and appearance information (2011)

Difficulty guided image retrieval using linear multiview embedding (2011)

Blurred image region detection and classification (2011)

RULE EXTRACTION FROM MINIMAL NEURAL NETWORKS FOR CREDIT CARD SCREENING (2011)

Application of recurrence quantification analysis for the automated identification of epileptic EEG signals. (2011)

Unsupervised Multiple Kernel Learning (2011)

Secure and robust Wi-Fi fingerprinting indoor localization (2011)

Towards an Effective Design of Social Robots (2011)