Publications - Machine Learning SG

Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval (2007)

Dong Xu Shuicheng Yan Dacheng Tao S. Lin Hong-Jiang Zhang

content based image retrieval image retrieval dimensionality reduction relevance feedback gait +6 more

IEEE Transactions on Image Processing 333 citations Published 2007-11-01
Machine learning approaches for predicting compounds that interact with therapeutic and ADMET related proteins (2007)

Hu Li C. W. Yap C. Y. Ung Y. Xue Y. Xue Z. R. Li Z. R. Li L. Y. Han H. H. Lin Y. Z. Chen

virtual screening quantitative structure activity relationship drug discovery in silico cytochrome p450 +6 more

Journal of Pharmaceutical Sciences 85 citations Published 2007-11-01
Image Analysis Using Hahn Moments (2007)

Pew-Thian Yap R. Paramesran Seng-Huat Ong

hahn polynomials method of moments velocity moments discrete orthogonal polynomials orthogonal polynomials +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 170 citations Published 2007-11-01
Hierarchically Clustered Adaptive Quantization CMAC and Its Learning Convergence (2007)

S.D. Teddy E.M.-K. Lai C. Quek

cerebellar model articulation controller memory management quantization artificial neural network convergence +6 more

IEEE Transactions on Neural Networks 22 citations Published 2007-11-01
Electricity Price Forecasting Using Evolved Neural Networks (2007)

D. Srinivasan Fen Chao Yong Ah Choy Liew

electricity price forecasting evolutionary algorithm artificial neural network backpropagation particle swarm optimization +5 more

2007 International Conference on Intelligent Systems Applications to Power Systems 11 citations Published 2007-11-01
Document concept lattice for text understanding and summarization (2007)

Shiren Ye Tat-Seng Chua Min-Yen Kan Long Qiu

automatic summarization information extraction hierarchy optimization problem natural language processing +4 more

Information Processing and Management 72 citations Published 2007-11-01
Automated Fault Detection and Diagnosis in Mechanical Systems (2007)

S.N. Huang K.K. Tan T.H. Lee

fault detection and isolation artificial neural network observer robust control system identification +7 more

systems man and cybernetics 29 citations Published 2007-11-01
An Effective Illustrative Visualization Framework Based on Photic Extremum Lines (PELs) (2007)

Xuexiang Xie Ying He Feng Tian Hock-Soon Sean Xianfeng Gu Hong Qin

visualization visual computing data visualization edge detection image processing +6 more

IEEE Transactions on Visualization and Computer Graphics 77 citations Published 2007-11-01
A prism-based single-lens stereovision system: From trinocular to multi-ocular (2007)

Yong Xiao Kah Bin Lim

camera resectioning stereopsis calibration computer vision computer graphics images +6 more

Image and Vision Computing 55 citations Published 2007-11-01
A note on multi-criteria ABC inventory classification using weighted linear optimization (2007)

Peng Zhou Liwei Fan

abc analysis inventory control linear model linear programming artificial intelligence +3 more

European Journal of Operational Research 275 citations Published 2007-11-01
A Nonlinear Least Square Technique for Simultaneous Image Registration and Super-Resolution (2007)

Yu He Kim-Hui Yap Li Chen Lap-Pui Chau

motion estimation image processing image registration homography image quality +6 more

IEEE Transactions on Image Processing 136 citations Published 2007-11-01
Regression methods for developing QSAR and QSPR models to predict compounds of specific pharmacodynamic, pharmacokinetic and toxicological properties. (2007)

C. W. Yap Hu Li Z. L. Ji Y. Z. Chen

quantitative structure activity relationship partial least squares regression regression analysis linear regression support vector machine +7 more

Mini-reviews in Medicinal Chemistry 66 citations Published 2007-10-31
Text Representations for Text Categorization: A Case Study in Biomedical Domain (2007)

Man Lan Chew Lim Tan Jian Su Hwee Boon Low

text graph vector space model support vector machine weighting text mining +5 more

2007 International Joint Conference on Neural Networks 11 citations Published 2007-10-29
Semantic Memory Knowledge Acquisition Through Active Dialogues (2007)

J. Szymanski W. Duch

semantic computing semantic memory knowledge extraction knowledge representation and reasoning semantic web stack +6 more

2007 International Joint Conference on Neural Networks 12 citations Published 2007-10-29
Mahalanobis Ellipsoidal Learning Machine for One Class Classification (2007)

Xun-Kai Wei Guang-Bin Huang Ying-Hong Li

mahalanobis distance kernel method estimation of covariance matrices support vector machine singular value decomposition +6 more

2007 International Conference on Machine Learning and Cybernetics 12 citations Published 2007-10-29
Fast Learning Artificial Neural Network (FLANN) Based Color Image Segmentation in R-G-B-S-V Cluster Space (2007)

Xuejie Zhang A.L.P. Tay

image segmentation segmentation based object categorization scale space segmentation artificial neural network segmentation +6 more

2007 International Joint Conference on Neural Networks 11 citations Published 2007-10-29
Cortical hemisphere registration via large deformation diffeomorphic metric curve mapping (2007)

Anqi Qiu Michael I. Miller

central sulcus diffeomorphism cartography computer vision mathematics +4 more

MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I 25 citations Published 2007-10-29
Towards Automatic Grading of Nuclear Cataract (2007)

Huiqi Li Joo Hwee Lim Jiang Liu Tien Yin Wong

active shape model contextual image classification edge detection curve fitting ellipse +6 more

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 19 citations Published 2007-10-22
Partial Distortion Search Algorithm Using Predictive Search Area for Fast Full-Search Motion Estimation (2007)

Xuan Jing Lap-Pui Chau

search algorithm motion estimation distortion motion vector speedup +7 more

IEEE Signal Processing Letters 11 citations Published 2007-10-22
Electrocardiogram QRS Detection Using Multiscale Filtering Based on Mathematical Morphology (2007)

Fei Zhang Yong Lian

filter image processing mathematical morphology qrs complex pattern recognition +7 more

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 29 citations Published 2007-10-22

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Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval (2007)

Machine learning approaches for predicting compounds that interact with therapeutic and ADMET related proteins (2007)

Image Analysis Using Hahn Moments (2007)

Hierarchically Clustered Adaptive Quantization CMAC and Its Learning Convergence (2007)

Electricity Price Forecasting Using Evolved Neural Networks (2007)

Document concept lattice for text understanding and summarization (2007)

Automated Fault Detection and Diagnosis in Mechanical Systems (2007)

An Effective Illustrative Visualization Framework Based on Photic Extremum Lines (PELs) (2007)

A prism-based single-lens stereovision system: From trinocular to multi-ocular (2007)

A note on multi-criteria ABC inventory classification using weighted linear optimization (2007)

A Nonlinear Least Square Technique for Simultaneous Image Registration and Super-Resolution (2007)

Regression methods for developing QSAR and QSPR models to predict compounds of specific pharmacodynamic, pharmacokinetic and toxicological properties. (2007)

Text Representations for Text Categorization: A Case Study in Biomedical Domain (2007)

Semantic Memory Knowledge Acquisition Through Active Dialogues (2007)

Mahalanobis Ellipsoidal Learning Machine for One Class Classification (2007)

Fast Learning Artificial Neural Network (FLANN) Based Color Image Segmentation in R-G-B-S-V Cluster Space (2007)

Cortical hemisphere registration via large deformation diffeomorphic metric curve mapping (2007)

Towards Automatic Grading of Nuclear Cataract (2007)

Partial Distortion Search Algorithm Using Predictive Search Area for Fast Full-Search Motion Estimation (2007)

Electrocardiogram QRS Detection Using Multiscale Filtering Based on Mathematical Morphology (2007)