Publications - Machine Learning SG

Exploratory analysis of brain connectivity with ICA (2006)

J.C. Rajapakse Choong Leong Tan Xuebin Zheng S. Mukhopadhyay Kanyan Yang

independent component analysis functional magnetic resonance imaging principal component analysis a priori and a posteriori covariance +6 more

IEEE Engineering in Medicine and Biology Magazine 23 citations Published 2006-03-20
Can threshold networks be trained directly (2006)

Guang-Bin Huang Qin-Yu Zhu K.Z. Mao Chee-Kheong Siew P. Saratchandran N. Sundararajan

types of artificial neural networks artificial neural network activation function feedforward neural network extreme learning machine +6 more

IEEE Transactions on Circuits and Systems Ii-express Briefs 318 citations Published 2006-03-13
Classification of partial discharge events in gas-insulated substations using wavelet packet transform and neural network approaches (2006)

J. Jin C.S. Chang C. Chang T. Hoshino M. Hanai N. Kobayashi

wavelet packet decomposition wavelet transform robustness partial discharge artificial neural network +7 more

IEE Proceedings - Science, Measurement and Technology 17 citations Published 2006-03-09
Quantitative structure-pharmacokinetic relationships for drug clearance by using statistical learning methods. (2006)

C.W. Yap Z.R. Li Z.R. Li Y.Z. Chen

quantitative structure activity relationship molecular descriptor support vector machine pattern recognition machine learning +7 more

Journal of Molecular Graphics & Modelling 74 citations Published 2006-03-01
Position/force control of uncertain constrained flexible joint robots (2006)

L. Huang S.S. Ge T.H. Lee

joint stiffness adaptive control torque controller robotics +7 more

Mechatronics 37 citations Published 2006-03-01
Efficient block-matching motion estimation based on Integral frame attributes (2006)

Viet-Anh Nguyen Yap-Peng Tan

block matching algorithm motion estimation quarter pixel motion data compression signal compression +6 more

IEEE Transactions on Circuits and Systems for Video Technology 23 citations Published 2006-03-01
BORDER: efficient computation of boundary points (2006)

Chenyi Xia W. Hsu M.L. Lee B.C. Ooi

data point k nearest neighbors algorithm computation data set distributed database +7 more

IEEE Transactions on Knowledge and Data Engineering 103 citations Published 2006-03-01
The restoration of camera documents through image segmentation (2006)

Shijian Lu Chew Lim Tan

image processing image segmentation digital image digital camera geometric transformation +6 more

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems 28 citations Published 2006-02-13
Semi-automatic ground truth generation for chart image recognition (2006)

Li Yang Weihua Huang Chew Lim Tan

chart ground truth image processing edge detection computer vision +6 more

DAS'06 Proceedings of the 7th international conference on Document Analysis Systems 32 citations Published 2006-02-13
Steel columns under fire-a neural network based strength model (2006)

Zhiye Zhao

hybrid neural network probabilistic neural network stochastic neural network recurrent neural network types of artificial neural networks +6 more

Advances in Engineering Software 16 citations Published 2006-02-01
Short-term freeway traffic flow prediction : Bayesian combined neural network approach (2006)

Weizhong Zheng Weizhong Zheng Der-Horng Lee Der-Horng Lee Qixin Shi Qixin Shi

mean absolute percentage error prediction interval artificial neural network bayes theorem conditional probability +6 more

Journal of Transportation Engineering-asce 444 citations Published 2006-02-01
Robust face recognition from 2D and 3D images using structural Hausdorff distance (2006)

Yingjie Wang Chin-Seng Chua

facial recognition system hausdorff distance gabor filter feature extraction facial expression +7 more

Image and Vision Computing 24 citations Published 2006-02-01
Restoring warped document images through 3D shape modeling (2006)

Chew Lim Tan Li Zhang Zheng Zhang Tao Xia

image restoration photometric stereo image warping image processing geometric modeling +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 95 citations Published 2006-02-01
Multi-agent activity recognition using observation decomposedhidden Markov models (2006)

Xiaohui Liu Chin-Seng Chua

feature vector variable order markov model hidden markov model markov model activity recognition +7 more

Image and Vision Computing 65 citations Published 2006-02-01
Flank wear measurement by a threshold independent method with sub-pixel accuracy (2006)

W.H. Wang G.S. Hong Y.S. Wong

edge detection binary image image processing thresholding tool wear +6 more

International Journal of Machine Tools & Manufacture 87 citations Published 2006-02-01
FITSK: online local learning with generic fuzzy input Takagi-Sugeno-Kang fuzzy framework for nonlinear system estimation (2006)

Kian Hong Quah Chai Quek

offline learning active learning interpretability fuzzy control system fuzzy logic +6 more

systems man and cybernetics 69 citations Published 2006-02-01
Effective training data selection in tool condition monitoring system (2006)

J. Sun G.S. Hong Y.S. Wong M. Rahman Z.G. Wang

test set tool management support vector machine system identification data point +6 more

International Journal of Machine Tools & Manufacture 31 citations Published 2006-02-01
Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems: Research Articles (2006)

V. L. Huang P. N. Suganthan J. J. Liang

multi swarm optimization multi objective optimization optimization problem evolutionary algorithm pareto principle +6 more

Journal of intelligent systems 32 citations Published 2006-02-01
Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems (2006)

Vicky Ling Huang Ponnuthurai N. Suganthan Jing J. Liang

multi swarm optimization multi objective optimization swarm intelligence optimization problem evolutionary algorithm +6 more

International Journal of Intelligent Systems 183 citations Published 2006-02-01
Classification of mental tasks from EEG signals using extreme learning machine. (2006)

Nan-Ying Liang Paramasivan Saratchandran Guang-Bin Huang Narasimhan Sundararajan

relevance vector machine extreme learning machine support vector machine artificial neural network backpropagation +7 more

International Journal of Neural Systems 235 citations Published 2006-02-01

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Exploratory analysis of brain connectivity with ICA (2006)

Can threshold networks be trained directly (2006)

Classification of partial discharge events in gas-insulated substations using wavelet packet transform and neural network approaches (2006)

Quantitative structure-pharmacokinetic relationships for drug clearance by using statistical learning methods. (2006)

Position/force control of uncertain constrained flexible joint robots (2006)

Efficient block-matching motion estimation based on Integral frame attributes (2006)

BORDER: efficient computation of boundary points (2006)

The restoration of camera documents through image segmentation (2006)

Semi-automatic ground truth generation for chart image recognition (2006)

Steel columns under fire-a neural network based strength model (2006)

Short-term freeway traffic flow prediction : Bayesian combined neural network approach (2006)

Robust face recognition from 2D and 3D images using structural Hausdorff distance (2006)

Restoring warped document images through 3D shape modeling (2006)

Multi-agent activity recognition using observation decomposedhidden Markov models (2006)

Flank wear measurement by a threshold independent method with sub-pixel accuracy (2006)

FITSK: online local learning with generic fuzzy input Takagi-Sugeno-Kang fuzzy framework for nonlinear system estimation (2006)

Effective training data selection in tool condition monitoring system (2006)

Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems: Research Articles (2006)

Comprehensive learning particle swarm optimizer for solving multiobjective optimization problems (2006)

Classification of mental tasks from EEG signals using extreme learning machine. (2006)