Publications - Machine Learning SG

A Generalized Stereotypical Trust Model (2012)

Hui Fang Jie Zhang Murat Sensoy Nadia Magnenat Thalmann

semantic network ontology decision tree fuzzy set fuzzy logic +5 more

2012 IEEE 11th International Conference on Trust, Security and Privacy in Computing and Communications 19 citations Published 2012-06-25
A depth camera based fall recognition system for the elderly (2012)

Rachit Dubey Bingbing Ni Pierre Moulin

depth map rgb color model feature extraction support vector machine computer vision +6 more

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II 11 citations Published 2012-06-25
Review of genetic programming in modeling of machining processes (2012)

A. Garg K. Tai

genetic programming genetic algorithm statistical assumption gene expression programming fuzzy logic +6 more

2012 Proceedings of International Conference on Modelling, Identification and Control 59 citations Published 2012-06-24
Comparison of regression analysis, Artificial Neural Network and genetic programming in Handling the multicollinearity problem (2012)

A. Garg K. Tai

multicollinearity genetic programming artificial neural network regression analysis fuzzy logic +6 more

2012 Proceedings of International Conference on Modelling, Identification and Control 30 citations Published 2012-06-24
Prediction of cardiac arrest in critically ill patients presenting to the emergency department using a machine learning score incorporating heart rate variability compared with the modified early warning score (2012)

Marcus Eng Hock Ong Christina Hui Lee Ng Ken Goh Nan Liu Zhi Xiong Koh Nur Shahidah Tong Tong Zhang Stephanie Fook-Chong Zhiping Lin

mews early warning score emergency department receiver operating characteristic predictive value of tests +6 more

Critical Care 57 citations Published 2012-06-21
A Physically Segmented Hidden Markov Model Approach for Continuous Tool Condition Monitoring: Diagnostics and Prognostics (2012)

O. Geramifard Jian-Xin Xu Jun-Hong Zhou Xiang Li

hidden markov model markov model multilayer perceptron prognostics condition monitoring +6 more

IEEE Transactions on Industrial Informatics 101 citations Published 2012-06-21
Comprehensive Common Spatial Patterns With Temporal Structure Information of EEG Data: Minimizing Nontask Related EEG Component (2012)

Haixian Wang Dong Xu

supervised learning overfitting feature extraction brain computer interface pattern recognition +7 more

IEEE Transactions on Biomedical Engineering 20 citations Published 2012-06-20
Tongue Mounted Interface for Digitally Actuating the Sense of Taste (2012)

Nimesha Ranasinghe Ryohei Nakatsu Hideaki Nii Ponnampalam Gopalakrishnakone

taste tongue sensation computer vision computer science +3 more

2012 16th International Symposium on Wearable Computers 62 citations Published 2012-06-18
Learning with Augmented Features for Heterogeneous Domain Adaptation (2012)

Lixin Duan Dong Xu Ivor Tsang

hinge loss optimization problem kernelization support vector machine subspace topology +6 more

arXiv preprint arXiv:1206.4660 157 citations Published 2012-06-18
Identifying infection sources in large tree networks (2012)

Wuqiong Luo Wee Peng Tay

heuristics wireless sensor network estimator computer virus knowledge based systems +6 more

2012 9th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON) 22 citations Published 2012-06-18
Exact Soft Confidence-Weighted Learning (2012)

Jialei Wang Peilin Zhao Steven C. H. Hoi

weighting machine learning computer science salient artificial intelligence +3 more

arXiv preprint arXiv:1206.4612 48 citations Published 2012-06-18
Video stabilization with a depth camera (2012)

Shuaicheng Liu Yinting Wang Lu Yuan Jiajun Bu Ping Tan Jian Sun

camera auto calibration video tracking image stabilization motion estimation image sensor +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 103 citations Published 2012-06-16
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set (2012)

Si Liu Zheng Song Guangcan Liu Changsheng Xu Hanqing Lu Shuicheng Yan

image retrieval feature extraction sparse matrix clothing computer vision +5 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 362 citations Published 2012-06-16
Seeing double without confusion: Structure-from-motion in highly ambiguous scenes (2012)

Nianjuan Jiang Ping Tan Loong-Fah Cheong

epipolar geometry structure from motion feature detection iterative reconstruction algorithm +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 55 citations Published 2012-06-16
Real time robust L1 tracker using accelerated proximal gradient approach (2012)

Chenglong Bao Yi Wu Haibin Ling Hui Ji

sparse approximation regularization solver bittorrent tracker robustness +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 1,107 citations Published 2012-06-16
Randomized visual phrases for object search (2012)

Yuning Jiang Jingjing Meng Junsong Yuan

phrase object detection image segmentation discriminative model visualization +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 84 citations Published 2012-06-16
Power mean SVM for large scale visual classification (2012)

Jianxin Wu

support vector machine kernel contextual image classification classifier approximation algorithm +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 57 citations Published 2012-06-16
Nonlinear camera response functions and image deblurring (2012)

Sunyeong Kim Yu-Wing Tai Seon Joo Kim Michael S. Brown Yasuyuki Matsushita

deblurring blind deconvolution image restoration point spread function deconvolution +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 21 citations Published 2012-06-16
Neighborhood repulsed metric learning for kinship verification (2012)

Jiwen Lu Junlin Hu Xiuzhuang Zhou Yuanyuan Shang Yap-Peng Tan Gang Wang

metric kinship facial recognition system discriminative model feature extraction +7 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 385 citations Published 2012-06-16
Mining actionlet ensemble for action recognition with depth cameras (2012)

Jiang Wang Zicheng Liu Ying Wu Junsong Yuan

depth map video tracking feature extraction hidden markov model robustness +6 more

2012 IEEE Conference on Computer Vision and Pattern Recognition 1,444 citations Published 2012-06-16

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A Generalized Stereotypical Trust Model (2012)

A depth camera based fall recognition system for the elderly (2012)

Review of genetic programming in modeling of machining processes (2012)

Comparison of regression analysis, Artificial Neural Network and genetic programming in Handling the multicollinearity problem (2012)

Prediction of cardiac arrest in critically ill patients presenting to the emergency department using a machine learning score incorporating heart rate variability compared with the modified early warning score (2012)

A Physically Segmented Hidden Markov Model Approach for Continuous Tool Condition Monitoring: Diagnostics and Prognostics (2012)

Comprehensive Common Spatial Patterns With Temporal Structure Information of EEG Data: Minimizing Nontask Related EEG Component (2012)

Tongue Mounted Interface for Digitally Actuating the Sense of Taste (2012)

Learning with Augmented Features for Heterogeneous Domain Adaptation (2012)

Identifying infection sources in large tree networks (2012)

Exact Soft Confidence-Weighted Learning (2012)

Video stabilization with a depth camera (2012)

Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set (2012)

Seeing double without confusion: Structure-from-motion in highly ambiguous scenes (2012)

Real time robust L1 tracker using accelerated proximal gradient approach (2012)

Randomized visual phrases for object search (2012)

Power mean SVM for large scale visual classification (2012)

Nonlinear camera response functions and image deblurring (2012)

Neighborhood repulsed metric learning for kinship verification (2012)

Mining actionlet ensemble for action recognition with depth cameras (2012)