Publications - Machine Learning SG

Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems (2009)

Hai-Jun Rong Guang-Bin Huang N. Sundararajan P. Saratchandran

fuzzy classification extreme learning machine membership function fuzzy set function approximation +6 more

systems man and cybernetics 335 citations Published 2009-08-01
On efficient mutual nearest neighbor query processing in spatial databases (2009)

Yunjun Gao Baihua Zheng Gencai Chen Qing Li

nearest neighbor search r tree best bin first nearest neighbor graph spatial query +8 more

data and knowledge engineering 17 citations Published 2009-08-01
Letters: Ensemble of online sequential extreme learning machine (2009)

Yuan Lan Yeng Chai Soh Guang-Bin Huang

online machine learning active learning extreme learning machine ensemble learning stability +6 more

Neurocomputing 382 citations Published 2009-08-01
Gabor texture in active appearance models (2009)

Xinbo Gao Ya Su Xuelong Li Dacheng Tao

gabor filter gabor wavelet active appearance model image texture pattern recognition +6 more

Neurocomputing 20 citations Published 2009-08-01
Evolutionary Game Theoretic Approach for Modeling Civil Violence (2009)

Han-Yang Quek Kay Chen Tan H.A. Abbass

poison control game theory social network multi agent system evolutionary computation +6 more

IEEE Transactions on Evolutionary Computation 25 citations Published 2009-08-01
Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning (2009)

Guorui Feng Guang-Bin Huang Qingping Lin

extreme learning machine artificial neural network feedforward neural network recurrent neural network sequence learning +6 more

IEEE Transactions on Neural Networks 647 citations Published 2009-08-01
Blind motion deblurring using multiple images (2009)

Jian-Feng Cai Hui Ji Chaoqiang Liu Zuowei Shen

image restoration deblurring motion blur difference of gaussians image formation +6 more

Journal of Computational Physics 132 citations Published 2009-08-01
Automated bridge coating defect recognition using adaptive ellipse approach (2009)

Po-Han Chen Ya-Ching Yang Ya-Ching Yang Luh-Maan Chang

surface coating image processing image segmentation color space illumination problem +6 more

Automation in Construction 17 citations Published 2009-08-01
A sequential feature extraction approach for naïve bayes classification of microarray data (2009)

Liwei Fan Kim-Leng Poh Peng Zhou

bayes classifier naive bayes classifier bayes error rate feature selection feature extraction +7 more

Expert Systems With Applications 57 citations Published 2009-08-01
A new approach for face recognition by sketches in photos (2009)

Bing Xiao Xinbo Gao Dacheng Tao Xuelong Li

sketch recognition facial recognition system sketch hidden markov model biometrics +6 more

Signal Processing 106 citations Published 2009-08-01
A local Tchebichef moments-based robust image watermarking (2009)

Cheng Deng Xinbo Gao Xuelong Li Dacheng Tao

feature detection watermark image processing feature extraction digital watermarking +6 more

Signal Processing 180 citations Published 2009-08-01
A fuzzy neural network with fuzzy impact grades (2009)

Song Hengjie Miao Chunyan Shen Zhiqi Miao Yuan Bu-Sung Lee

fuzzy rule fuzzy set operations fuzzy classification fuzzy number defuzzification +6 more

Neurocomputing 53 citations Published 2009-08-01
A fully complex-valued radial basis function network and its learning algorithm. (2009)

Ramaswamy Savitha Sundaram Suresh N. Sundararajan

radial basis function network extreme learning machine activation function k means clustering radial basis function +6 more

International Journal of Neural Systems 115 citations Published 2009-08-01
Keyword Spotting in Document Images through Word Shape Coding (2009)

Shuyong Bai Linlin Li Chew Lim Tan

keyword spotting optical character recognition image retrieval search engine indexing handwriting recognition +6 more

2009 10th International Conference on Document Analysis and Recognition 29 citations Published 2009-07-26
Information Retrieval Model for Online Handwritten Script Identification (2009)

Guo Xian Tan Christian Viard-Gaudin Alex C. Kot

optical character recognition handwriting recognition image retrieval scripting language natural language processing +7 more

2009 10th International Conference on Document Analysis and Recognition 16 citations Published 2009-07-26
A Robust Wavelet Transform Based Technique for Video Text Detection (2009)

Palaiahnakote Shivakumara Trung Quy Phan Chew Lim Tan

wavelet packet decomposition wavelet transform wavelet object detection contextual image classification +7 more

2009 10th International Conference on Document Analysis and Recognition 121 citations Published 2009-07-26
A Laplacian Method for Video Text Detection (2009)

Trung Quy Phan Palaiahnakote Shivakumara Chew Lim Tan

sobel operator object detection pixel false positive paradox feature extraction +6 more

2009 10th International Conference on Document Analysis and Recognition 129 citations Published 2009-07-26
A Gradient Difference Based Technique for Video Text Detection (2009)

Palaiahnakote Shivakumara Trung Quy Phan Chew Lim Tan

video tracking image retrieval graphics search engine indexing pixel +7 more

2009 10th International Conference on Document Analysis and Recognition 70 citations Published 2009-07-26
Identifying bug signatures using discriminative graph mining (2009)

Hong Cheng David Lo Yang Zhou Xiaoyin Wang Xifeng Yan

basic block discriminative model optimization problem ranking data mining +7 more

Proceedings of the eighteenth international symposium on Software testing and analysis 161 citations Published 2009-07-19
A 2-poisson model for probabilistic coreference of named entities for improved text retrieval (2009)

Seung-Hoon Na Hwee Tou Ng

coreference expression probabilistic logic natural language processing information retrieval +5 more

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval 14 citations Published 2009-07-19

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Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems (2009)

On efficient mutual nearest neighbor query processing in spatial databases (2009)

Letters: Ensemble of online sequential extreme learning machine (2009)

Gabor texture in active appearance models (2009)

Evolutionary Game Theoretic Approach for Modeling Civil Violence (2009)

Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning (2009)

Blind motion deblurring using multiple images (2009)

Automated bridge coating defect recognition using adaptive ellipse approach (2009)

A sequential feature extraction approach for naïve bayes classification of microarray data (2009)

A new approach for face recognition by sketches in photos (2009)

A local Tchebichef moments-based robust image watermarking (2009)

A fuzzy neural network with fuzzy impact grades (2009)

A fully complex-valued radial basis function network and its learning algorithm. (2009)

Keyword Spotting in Document Images through Word Shape Coding (2009)

Information Retrieval Model for Online Handwritten Script Identification (2009)

A Robust Wavelet Transform Based Technique for Video Text Detection (2009)

A Laplacian Method for Video Text Detection (2009)

A Gradient Difference Based Technique for Video Text Detection (2009)

Identifying bug signatures using discriminative graph mining (2009)

A 2-poisson model for probabilistic coreference of named entities for improved text retrieval (2009)