Publications - Machine Learning SG

A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design (2012)

Minh Nghia Le Yew Soon Ong Yaochu Jin B. Sendhoff

evolvability evolutionary computation search algorithm empirical research machine learning +6 more

IEEE Computational Intelligence Magazine 22 citations Published 2012-02-01
A fully complex-valued radial basis function classifier for real-valued classification problems (2012)

R. Savitha S. Suresh N. Sundararajan H. J. Kim

margin classifier quadratic classifier linear classifier margin classifier +6 more

Neurocomputing 66 citations Published 2012-02-01
A clustering-based system to automate transfer function design for medical image visualization (2012)

Binh P. Nguyen Wei-Liang Tay Chee-Kong Chui Sim-Heng Ong

cluster analysis correlation clustering hierarchical clustering data stream clustering consensus clustering +7 more

The Visual Computer 26 citations Published 2012-02-01
Global Convergence of Online BP Training With Dynamic Learning Rate (2012)

Rui Zhang Zong-Ben Xu Guang-Bin Huang Dianhui Wang

artificial neural network backpropagation symbolic convergence theory fixed point error function +6 more

IEEE Transactions on Neural Networks 80 citations Published 2012-01-31
ARPOP: An Appetitive Reward-Based Pseudo-Outer-Product Neural Fuzzy Inference System Inspired From the Operant Conditioning of Feeding Behavior in Aplysia (2012)

Eng Yeow Cheu Chai Quek See Kiong Ng

hebbian theory sequence learning artificial neural network operant conditioning fuzzy control system +5 more

IEEE Transactions on Neural Networks 13 citations Published 2012-01-31
Sentiment lexicons for health-related opinion mining (2012)

Lorraine Goeuriot Jin-Cheon Na Wai Yan Min Kyaing Christopher Khoo Yun-Ke Chang Yin-Leng Theng Jung-Jae Kim

lexicon sentiment analysis credence natural language processing social media +3 more

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium on 70 citations Published 2012-01-28
Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach (2012)

Lixin Duan Dong Xu I. W. Tsang

support vector machine kernel method classifier kernel robustness +7 more

IEEE Transactions on Neural Networks 272 citations Published 2012-01-23
Method and a device for merging a plurality of digital pictures (2012)

Jinghong Zheng Zhengguo Li Susanto Rahardja

pixel computer graphics images computer vision computer science artificial intelligence +2 more

18 citations Published 2012-01-17
Three-Dimensional Imaging Using Colocated MIMO Radar and ISAR Technique (2012)

Changzheng Ma Tat Soon Yeo Chee Seng Tan Jian-Ying Li Yong Shang

inverse synthetic aperture radar radar imaging synthetic aperture radar side looking airborne radar bistatic radar +7 more

IEEE Transactions on Geoscience and Remote Sensing 24 citations Published 2012-01-16
The neural encoding of guesses in the human brain (2012)

Stefan Bode Stefan Bode Stefan Bode Carsten Bogler Carsten Bogler Chun Siong Soon Chun Siong Soon Chun Siong Soon John-Dylan Haynes

perception posterior parietal cortex visual perception sensory system parietal lobe +6 more

NeuroImage 29 citations Published 2012-01-16
Automatic identification of Frankfurt plane and mid-sagittal plane of skull (2012)

Yuan Cheng Wee Kheng Leow Thiam Chye Lim

standard anatomical position sagittal plane landmark skull iterative reconstruction +6 more

2012 IEEE Workshop on the Applications of Computer Vision (WACV) 12 citations Published 2012-01-09
Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes (2012)

Rui Zhang Yuan Lan Guang-Bin Huang Zong-Ben Xu

extreme learning machine artificial neural network feedforward neural network function approximation adaptive system +6 more

IEEE Transactions on Neural Networks 258 citations Published 2012-01-06
Method and an apparatus for coding an image (2012)

Chuohao Yeo Yih Han Tan Zhengguo Li

residual coding pattern recognition initialization computer science +1 more

17 citations Published 2012-01-06
Wavelet-Based Energy Features for Glaucomatous Image Classification (2012)

S. Dua U. R. Acharya P. Chowriappa S. V. Sree

discrete wavelet transform wavelet wavelet transform image texture feature extraction +6 more

international conference of the ieee engineering in medicine and biology society 217 citations Published 2012-01-01
User Experience Modeling and Simulation for Product Ecosystem Design Based on Fuzzy Reasoning Petri Nets (2012)

Feng Zhou R. J. Jiao Qianli Xu K. Takahashi

petri net product design user experience design fuzzy logic decision support system +6 more

systems man and cybernetics 21 citations Published 2012-01-01
Three-Dimensional Interactive and Stereotactic Human Brain Atlas of White Matter Tracts (2012)

Wieslaw L. Nowinski Beng Choon Chua Guo Liang Yang Guo Yu Qian

brain atlas diffusion mri fractional anisotropy white matter neuroanatomy +6 more

Neuroinformatics 33 citations Published 2012-01-01
The interprotein scoring noises in glide docking scores (2012)

Wei Wang Xi Zhou Wanlin He Yi Fan Yuzong Chen Xin Chen

virtual screening docking small molecule computational biology artificial intelligence +5 more

Proteins 21 citations Published 2012-01-01
Social image annotation via cross-domain subspace learning (2012)

Si Si Dacheng Tao Meng Wang Kwok-Ping Chan

discriminative model subspace topology external data representation machine learning pattern recognition +7 more

Multimedia Tools and Applications 13 citations Published 2012-01-01
Simultaneous Camera Pose and Correspondence Estimation with Motion Coherence (2012)

Wen-Yan Lin Loong-Fah Cheong Ping Tan Guo Dong Siying Liu

3d pose estimation camera auto calibration articulated body pose estimation point set registration epipolar geometry +6 more

International Journal of Computer Vision 11 citations Published 2012-01-01
Scalable image quality assessment with 2D mel-cepstrum and machine learning approach (2012)

Manish Narwaria Weisi Lin A. Enis Cetin

feature extraction feature image quality human visual system model video processing +7 more

Pattern Recognition 31 citations Published 2012-01-01

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A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design (2012)

A fully complex-valued radial basis function classifier for real-valued classification problems (2012)

A clustering-based system to automate transfer function design for medical image visualization (2012)

Global Convergence of Online BP Training With Dynamic Learning Rate (2012)

ARPOP: An Appetitive Reward-Based Pseudo-Outer-Product Neural Fuzzy Inference System Inspired From the Operant Conditioning of Feeding Behavior in Aplysia (2012)

Sentiment lexicons for health-related opinion mining (2012)

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach (2012)

Method and a device for merging a plurality of digital pictures (2012)

Three-Dimensional Imaging Using Colocated MIMO Radar and ISAR Technique (2012)

The neural encoding of guesses in the human brain (2012)

Automatic identification of Frankfurt plane and mid-sagittal plane of skull (2012)

Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes (2012)

Method and an apparatus for coding an image (2012)

Wavelet-Based Energy Features for Glaucomatous Image Classification (2012)

User Experience Modeling and Simulation for Product Ecosystem Design Based on Fuzzy Reasoning Petri Nets (2012)

Three-Dimensional Interactive and Stereotactic Human Brain Atlas of White Matter Tracts (2012)

The interprotein scoring noises in glide docking scores (2012)

Social image annotation via cross-domain subspace learning (2012)

Simultaneous Camera Pose and Correspondence Estimation with Motion Coherence (2012)

Scalable image quality assessment with 2D mel-cepstrum and machine learning approach (2012)