Publications - Machine Learning SG

Automatic rule identification for agent-based crowd models through gene expression programming (2014)

Jinghui Zhong Linbo Luo Wentong Cai Michael Lees

crowd simulation crowd psychology decision rule optimal decision symbolic regression +6 more

AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems 28 citations Published 2014-05-05
An agent-based game for the predictive diagnosis of parkinson's disease (2014)

Yundong Cai Zhiqi Shen Siyuan Liu Han Yu Xiaogang Han Jun Ji Martin J. McKeown Cyril Leung Chunyan Miao

clinical trial disease parkinson s disease physical medicine and rehabilitation interpersonal relationship +4 more

AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems 26 citations Published 2014-05-05
A POMDP based approach to optimally select sellers in electronic marketplaces (2014)

Athirai A. Irissappane Frans A. Oliehoek Jie Zhang

partially observable markov decision process delegate decision theory reputation testbed +5 more

AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems 20 citations Published 2014-05-05
Strategies for Vietnamese keyword search (2014)

Nancy F. Chen Sunil Sivadas Boon Pang Lim Hoang Gia Ngo Haihua Xu Van Tung Pham Bin Ma Haizhou Li

word search creaky voice vietnamese transliteration nist +7 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 36 citations Published 2014-05-04
Stereoscopic image retargeting based on 3D saliency detection (2014)

Junle Wang Yuming Fang Manish Narwaria Weisi Lin Patrick Le Callet

retargeting seam carving feature extraction stereoscopy stereopsis +6 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 15 citations Published 2014-05-04
Physiological parameter monitoring of drivers based on video data and independent vector analysis (2014)

Zhenyu Guo Z. Jane Wang Zhiqi Shen

pose independent component analysis signal processing safer landmark +6 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 12 citations Published 2014-05-04
On combining DNN and GMM with unsupervised speaker adaptation for robust automatic speech recognition (2014)

Shilin Liu Khe Chai Sim

hidden markov model discriminative model mixture model artificial neural network speech recognition +7 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 14 citations Published 2014-05-04
Minimum divergence estimation of speaker prior in multi-session PLDA scoring (2014)

Liping Chen Kong Aik Lee Bin Ma Wu Guo Haizhou Li Li Rong Dai

nist covariance subspace topology speech recognition pattern recognition +6 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 13 citations Published 2014-05-04
Image tampering detection by exposing blur type inconsistency (2014)

Khosro Bahrami Alex C. Kot

motion blur image restoration gaussian blur cluster analysis computer vision +5 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 17 citations Published 2014-05-04
Discriminative score normalization for keyword search decision (2014)

Van Tung Pham Haihua Xu Nancy F. Chen Sunil Sivadas Boon Pang Lim Eng Siong Chng Haizhou Li

normalization discriminative model false alarm posterior probability nist +5 more

ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 11 citations Published 2014-05-04
Temporally coherent and spatially accurate video matting (2014)

E. Shahrian E. Shahrian B. Price S. Cohen D. Rajan

human visual system model coherence jitter flicker computer vision +5 more

Computer Graphics Forum 16 citations Published 2014-05-01
Spatio-temporal geometry fusion for multiple hybrid cameras using moving least squares surfaces (2014)

Claudia Kuster Jean-Charles Bazin Cengiz Öztireli Teng Deng Tobias Martin Tiberiu Popa Markus Gross

moving least squares 3d reconstruction computer vision ranging medical imaging +7 more

Computer Graphics Forum 12 citations Published 2014-05-01
Simultaneous Neural Control of Simple Reaching and Grasping With the Modular Prosthetic Limb Using Intracranial EEG (2014)

Matthew S. Fifer Guy Hotson Brock A. Wester David P. McMullen Yujing Wang Matthew S. Johannes Kapil D. Katyal John B. Helder Matthew P. Para R. Jacob Vogelstein William S. Anderson Nitish V. Thakor Nathan E. Crone

gait analysis electroencephalography neurophysiology hand strength modular design +6 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 66 citations Published 2014-05-01
Similarity preserving low-rank representation for enhanced data representation and effective subspace learning. (2014)

Zhao Zhang Zhao Zhang Shuicheng Yan Mingbo Zhao

feature learning subspace topology feature extraction external data representation robustness +6 more

Neural Networks 53 citations Published 2014-05-01
Learning Actionlet Ensemble for 3D Human Action Recognition (2014)

Jiang Wang Zicheng Liu Ying Wu Junsong Yuan

motion capture feature extraction hidden markov model motion compensation robustness +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 437 citations Published 2014-05-01
Knowledge discovery using genetic algorithm for maritime situational awareness (2014)

Chun-Hsien Chen Li Pheng Khoo Yih Tng Chong Xiao Feng Yin

maritime security knowledge extraction situation awareness decision support system computational intelligence +7 more

Expert Systems With Applications 66 citations Published 2014-05-01
Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] (2014)

Erik Cambria Bebo White

lexical markup framework natural language programming language technology language identification natural language understanding +6 more

IEEE Computational Intelligence Magazine 761 citations Published 2014-05-01
Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection (2014)

Richang Hong Meng Wang Yue Gao Dacheng Tao Xuelong Li Xindong Wu

feature semi supervised learning instance based learning supervised learning feature selection +7 more

IEEE Transactions on Systems, Man, and Cybernetics 157 citations Published 2014-05-01
Family verification based on similarity of individual family member's facial segments (2014)

Mohammad Ghahramani Wei-Yun Yau Eam Khwang Teoh

family resemblance perception artificial intelligence scenario testing computer science +3 more

machine vision applications 13 citations Published 2014-05-01
Face Authentication With Makeup Changes (2014)

Guodong Guo Lingyun Wen Shuicheng Yan

three dimensional face recognition facial recognition system object detection image texture feature extraction +7 more

IEEE Transactions on Circuits and Systems for Video Technology 71 citations Published 2014-05-01

Previous Next

Automatic rule identification for agent-based crowd models through gene expression programming (2014)

An agent-based game for the predictive diagnosis of parkinson's disease (2014)

A POMDP based approach to optimally select sellers in electronic marketplaces (2014)

Strategies for Vietnamese keyword search (2014)

Stereoscopic image retargeting based on 3D saliency detection (2014)

Physiological parameter monitoring of drivers based on video data and independent vector analysis (2014)

On combining DNN and GMM with unsupervised speaker adaptation for robust automatic speech recognition (2014)

Minimum divergence estimation of speaker prior in multi-session PLDA scoring (2014)

Image tampering detection by exposing blur type inconsistency (2014)

Discriminative score normalization for keyword search decision (2014)

Temporally coherent and spatially accurate video matting (2014)

Spatio-temporal geometry fusion for multiple hybrid cameras using moving least squares surfaces (2014)

Simultaneous Neural Control of Simple Reaching and Grasping With the Modular Prosthetic Limb Using Intracranial EEG (2014)

Similarity preserving low-rank representation for enhanced data representation and effective subspace learning. (2014)

Learning Actionlet Ensemble for 3D Human Action Recognition (2014)

Knowledge discovery using genetic algorithm for maritime situational awareness (2014)

Jumping NLP Curves: A Review of Natural Language Processing Research [Review Article] (2014)

Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection (2014)

Family verification based on similarity of individual family member's facial segments (2014)

Face Authentication With Makeup Changes (2014)