Publications - Machine Learning SG

Continuous health condition monitoring: A single Hidden Semi-Markov Model approach (2011)

Omid Geramifard Jian-Xin Xu Jun-Hong Zhou Xiang Li

hidden semi markov model hidden markov model linear discriminant analysis condition monitoring feature extraction +6 more

2011 IEEE Conference on Prognostics and Health Management 14 citations Published 2011-06-20
Constructing image panoramas using dual-homography warping (2011)

Junhong Gao Seon Joo Kim Michael S. Brown

image warping image segmentation visual artifact panorama homography +7 more

CVPR 2011 213 citations Published 2011-06-20
Bayesian ART-based fuzzy inference system: A new approach to prognosis of machining processes (2011)

Richard J. Oentaryo Meng Joo Er Linn San Lianyin Zhai Xiang Li

adaptive neuro fuzzy inference system neuro fuzzy fuzzy control system computational intelligence artificial neural network +6 more

2011 IEEE Conference on Prognostics and Health Management 17 citations Published 2011-06-20
Action recognition using context and appearance distribution features (2011)

Xinxiao Wu Dong Xu Lixin Duan Jiebo Luo

multiple kernel learning feature extraction context model mixture model contextual image classification +7 more

CVPR 2011 259 citations Published 2011-06-20
Translating from Morphologically Complex Languages: A Paraphrase-Based Approach (2011)

Preslav Nakov Hwee Tou Ng

sentence phrase machine translation paraphrase natural language processing +5 more

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies 12 citations Published 2011-06-19
Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars (2011)

Yun Huang Min Zhang Chew Lim Tan

synchronous context free grammar transliteration rule based machine translation grammar syllable +7 more

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies 12 citations Published 2011-06-19
Grammatical Error Correction with Alternating Structure Optimization (2011)

Daniel Dahlmeier Hwee Tou Ng

grammar software natural language processing speech recognition computer science +2 more

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies 92 citations Published 2011-06-19
Automatically Evaluating Text Coherence Using Discourse Relations (2011)

Ziheng Lin Hwee Tou Ng Min-Yen Kan

discourse relation word error rate coherence ranking natural language processing +5 more

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies 165 citations Published 2011-06-19
Automatic Evaluation of Chinese Translation Output: Word-Level or Character-Level? (2011)

Maoxi Li Chengqing Zong Hwee Tou Ng

natural language processing computer science rouge artificial intelligence chinese language +1 more

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies 14 citations Published 2011-06-19
Two-layer multiple kernel learning (2011)

Jinfeng Zhuang Ivor W. Tsang Steven C. H. Hoi

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

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics 94 citations Published 2011-06-14
A new iris liveness detection method against contact lens spoofing (2011)

Niladri B. Puhan N. Sudha Suhas Hegde A

iris recognition contact lens image texture spoofing attack hamming distance +6 more

2011 IEEE 15th International Symposium on Consumer Electronics (ISCE) 16 citations Published 2011-06-14
Self-Organizing Map-Based Color Image Segmentation with k-Means Clustering and Saliency Map (2011)

Dongxiang Chi

scale space segmentation image segmentation segmentation based object categorization range segmentation region growing +7 more

International Scholarly Research Notices 18 citations Published 2011-06-07
Robust principal component analysis-based four-dimensional computed tomography (2011)

Hao Gao Jian-Feng Cai Zuowei Shen Hongkai Zhao

robust principal component analysis sparse approximation sparse matrix principal component analysis four dimensional computed tomography +7 more

Physics in Medicine and Biology 159 citations Published 2011-06-07
Towards human-like social multi-agents with memetic automaton (2011)

Liang Feng Yew-Soon Ong Ah-Hwee Tan Xian-Shun Chen

memetic algorithm memetics multi agent system computational intelligence automaton +5 more

2011 IEEE Congress of Evolutionary Computation (CEC) 20 citations Published 2011-06-05
A surrogate-assisted memetic co-evolutionary algorithm for expensive constrained optimization problems (2011)

C. K. Goh D. Lim L. Ma Y. S. Ong P. S. Dutta

stochastic optimization evolutionary algorithm optimization problem evolutionary computation algorithm design +7 more

2011 IEEE Congress of Evolutionary Computation (CEC) 30 citations Published 2011-06-05
Memetic informed evolutionary optimization via data mining (2011)

Jun Yong Chia Chi Keong Goh Kay Chen Tan Vui Ann Shim

evolutionary programming memetic algorithm evolutionary algorithm association rule learning population +7 more

Memetic Computing 16 citations Published 2011-06-04
Dynamic Game Difficulty Scaling Using Adaptive Behavior-Based AI (2011)

Chin Hiong Tan Kay Chen Tan A. Tay

game design non cooperative game repeated game combinatorial game theory sequential game +5 more

IEEE Transactions on Computational Intelligence and AI in Games 73 citations Published 2011-06-02
Common Spatio-Temporal Pattern for Single-Trial Detection of Event-Related Potential in Rapid Serial Visual Presentation Triage (2011)

Ke Yu Kaiquan Shen Shiyun Shao Wu Chun Ng K. Kwok Xiaoping Li

rapid serial visual presentation feature extraction triage visualization computer vision +6 more

IEEE Transactions on Biomedical Engineering 21 citations Published 2011-06-02
Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression (2011)

Feiping Nie Dong Xu Xuelong Li Shiming Xiang

dimensionality reduction cluster analysis linear model data modeling outlier +7 more

systems man and cybernetics 125 citations Published 2011-06-01
Real-parameter evolutionary multimodal optimization — A survey of the state-of-the-art (2011)

Swagatam Das Sayan Maity Bo-Yang Qu Ponnuthurai Nagaratnam Suganthan

evolutionary multimodal optimization evolutionary algorithm local optimum population particle swarm optimization +4 more

Swarm and evolutionary computation 260 citations Published 2011-06-01

Previous Next

Continuous health condition monitoring: A single Hidden Semi-Markov Model approach (2011)

Constructing image panoramas using dual-homography warping (2011)

Bayesian ART-based fuzzy inference system: A new approach to prognosis of machining processes (2011)

Action recognition using context and appearance distribution features (2011)

Translating from Morphologically Complex Languages: A Paraphrase-Based Approach (2011)

Nonparametric Bayesian Machine Transliteration with Synchronous Adaptor Grammars (2011)

Grammatical Error Correction with Alternating Structure Optimization (2011)

Automatically Evaluating Text Coherence Using Discourse Relations (2011)

Automatic Evaluation of Chinese Translation Output: Word-Level or Character-Level? (2011)

Two-layer multiple kernel learning (2011)

A new iris liveness detection method against contact lens spoofing (2011)

Self-Organizing Map-Based Color Image Segmentation with k-Means Clustering and Saliency Map (2011)

Robust principal component analysis-based four-dimensional computed tomography (2011)

Towards human-like social multi-agents with memetic automaton (2011)

A surrogate-assisted memetic co-evolutionary algorithm for expensive constrained optimization problems (2011)

Memetic informed evolutionary optimization via data mining (2011)

Dynamic Game Difficulty Scaling Using Adaptive Behavior-Based AI (2011)

Common Spatio-Temporal Pattern for Single-Trial Detection of Event-Related Potential in Rapid Serial Visual Presentation Triage (2011)

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression (2011)

Real-parameter evolutionary multimodal optimization — A survey of the state-of-the-art (2011)