Publications - Machine Learning SG

Mining relationships among interval-based events for classification (2008)

Dhaval Patel Wynne Hsu Mong Li Lee

lossy compression lossless compression classifier scalability data mining +6 more

Proceedings of the 2008 ACM SIGMOD international conference on Management of data 169 citations Published 2008-06-09
Back-propagation with chaos (2008)

F. Fazayeli Lipo Wang Wen Liu

backpropagation artificial neural network maxima and minima feedforward neural network function approximation +5 more

2008 International Conference on Neural Networks and Signal Processing 15 citations Published 2008-06-07
Evaluation of virtual screening performance of support vector machines trained by sparsely distributed active compounds. (2008)

Xiao Hua Ma R. Wang S. Y. Yang Z. R. Li Ying Xue Y. C. Wei Boon Chuan Low Yu Zong Chen

virtual screening support vector machine molecular descriptor biological target pattern recognition +5 more

Journal of Chemical Information and Modeling 28 citations Published 2008-06-06
Optic cup and disk extraction from retinal fundus images for determination of cup-to-disc ratio (2008)

J. Liu D.W.K. Wong J.H. Lim X. Jia F. Yin H. Li W. Xiong T.Y. Wong

optic cup cup to disc ratio mass screening fundus glaucoma +6 more

2008 3rd IEEE Conference on Industrial Electronics and Applications 65 citations Published 2008-06-03
A novel iris database indexing method using the iris color (2008)

N.B. Puhan N. Sudha

iris recognition chrominance database index image segmentation feature extraction +7 more

2008 3rd IEEE Conference on Industrial Electronics and Applications 31 citations Published 2008-06-03
Temporal fuzzy cognitive maps (2008)

Haoming Zhong Chunyan Miao Zhiqi Shen Yuhong Feng

fuzzy cognitive map fuzzy set fuzzy logic knowledge modeling fuzzy control system +6 more

2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) 16 citations Published 2008-06-01
Strategies for shape matching using skeletons (2008)

Wooi-Boon Goh

active shape model shape analysis pattern matching salience cognitive neuroscience of visual object recognition +7 more

Computer Vision and Image Understanding 90 citations Published 2008-06-01
Online adaptive controller for simulated car racing (2008)

C.H. Tan J.H. Ang K.C. Tan A. Tay

strategy adaptive algorithm adaptive control evolutionary computation artificial intelligence +5 more

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) 11 citations Published 2008-06-01
Non-U-shaped vacillatory and team learning (2008)

Lorenzo Carlucci John Case Sanjay Jain Frank Stephan

algorithmic learning theory probably approximately correct learning computational learning theory sequence learning stability +6 more

Journal of Computer and System Sciences 19 citations Published 2008-06-01
Modeling and Analysis of Skidding and Slipping in Wheeled Mobile Robots: Control Design Perspective (2008)

Danwei Wang Chang Boon Low

slipping mobile robot robot control vehicle dynamics robotics +7 more

IEEE Transactions on Robotics 208 citations Published 2008-06-01
MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation (2008)

Yee Seng Chan Hwee Tou Ng

precision and recall machine translation sentence pattern recognition correlation +3 more

Proceedings of ACL-08: HLT 108 citations Published 2008-06-01
Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface (2008)

Kai Keng Ang Zhang Yang Chin Haihong Zhang Cuntai Guan

feature selection feature extraction statistical classification discriminative model filter bank +6 more

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) 740 citations Published 2008-06-01
Extreme learning machine for multi-categories classification applications (2008)

Hai-Jun Rong Guang-Bin Huang Yew-Soon Ong

extreme learning machine statistical classification classifier electronic mail pattern recognition +7 more

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) 36 citations Published 2008-06-01
Extreme Learning Machine based bacterial protein subcellular localization prediction (2008)

Yuan Lan Yeng Chai Soh Guang-Bin Huang

extreme learning machine artificial neural network feature vector feature selection machine learning +5 more

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) 26 citations Published 2008-06-01
Enhanced Extreme Learning Machine with stacked generalization (2008)

Guopeng Zhao Zhiqi Shen Chunyan Miao

extreme learning machine artificial neural network statistical classification interpolation data modeling +4 more

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) 17 citations Published 2008-06-01
Design and development of a concept-based multi-document summarization system for research abstracts (2008)

Shiyan Ou Christopher Soo-Guan Khoo Dion H. Goh

multi document summarization automatic summarization sentence extraction information extraction information integration +7 more

Journal of Information Science 32 citations Published 2008-06-01
Context modeling with Evolutionary Fuzzy Cognitive Map in interactive storytelling (2008)

Yundong Cai Chunyan Miao Ah-Hwee Tan Zhiqi Shen

fuzzy cognitive map context model interactive storytelling fuzzy logic fuzzy control system +6 more

2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) 15 citations Published 2008-06-01
Clonal Selection Based Memetic Algorithm for Job Shop Scheduling Problems (2008)

Jin-hui Yang Liang Sun Heow Pueh Lee Heow Pueh Lee Yun Qian Yan-chun Liang

clonal selection algorithm memetic algorithm local search job shop scheduling local optimum +6 more

Journal of Bionic Engineering 100 citations Published 2008-06-01
An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming (2008)

Xiaofeng Yang Jian Su Jun Lang Chew Lim Tan Ting Liu Sheng Li

coreference inductive logic programming natural language processing computer science artificial intelligence

Proceedings of ACL-08: HLT 114 citations Published 2008-06-01
A Tree Sequence Alignment-based Tree-to-Tree Translation Model (2008)

Min Zhang Hongfei Jiang Aiti Aw Haizhou Li Chew Lim Tan Sheng Li

phrase nist syntax natural language processing speech recognition +5 more

Proceedings of ACL-08: HLT 146 citations Published 2008-06-01

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Mining relationships among interval-based events for classification (2008)

Back-propagation with chaos (2008)

Evaluation of virtual screening performance of support vector machines trained by sparsely distributed active compounds. (2008)

Optic cup and disk extraction from retinal fundus images for determination of cup-to-disc ratio (2008)

A novel iris database indexing method using the iris color (2008)

Temporal fuzzy cognitive maps (2008)

Strategies for shape matching using skeletons (2008)

Online adaptive controller for simulated car racing (2008)

Non-U-shaped vacillatory and team learning (2008)

Modeling and Analysis of Skidding and Slipping in Wheeled Mobile Robots: Control Design Perspective (2008)

MAXSIM: A Maximum Similarity Metric for Machine Translation Evaluation (2008)

Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface (2008)

Extreme learning machine for multi-categories classification applications (2008)

Extreme Learning Machine based bacterial protein subcellular localization prediction (2008)

Enhanced Extreme Learning Machine with stacked generalization (2008)

Design and development of a concept-based multi-document summarization system for research abstracts (2008)

Context modeling with Evolutionary Fuzzy Cognitive Map in interactive storytelling (2008)

Clonal Selection Based Memetic Algorithm for Job Shop Scheduling Problems (2008)

An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming (2008)

A Tree Sequence Alignment-based Tree-to-Tree Translation Model (2008)