Publications - Machine Learning SG

Multi-Category Classification of Tool Conditions Using Wavelet Packets and ART2 Network (1998)

Y. M. Niu Y. S. Wong G. S. Hong T. I. Liu

wavelet packet decomposition wavelet tool wear feature vector cutting tool +6 more

Journal of Manufacturing Science and Engineering-transactions of The Asme 73 citations Published 1998-11-01
Incremental Feature Selection (1998)

Huan Liu Rudy Setiono

dimensionality reduction feature selection feature minimum redundancy feature selection feature extraction +7 more

Applied Intelligence 165 citations Published 1998-11-01
Retinal blood vessel detection and tracking by matched Gaussian and Kalman filters (1998)

O. Chutatape Liu Zheng S.M. Krishnan

extended kalman filter matched filter kalman filter image segmentation feature extraction +6 more

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) 289 citations Published 1998-10-29
Neural network based approaches for the classification of colonoscopic images (1998)

S.M. Krishnan C.J. Yap K.V. Asari P.M.Y. Goh

multilayer perceptron perceptron artificial neural network backpropagation contextual image classification +7 more

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) 11 citations Published 1998-10-29
Intestinal abnormality detection from endoscopic images (1998)

S.M. Krishnan X. Yang K.L. Chan S. Kumar P.M.Y. Goh

abnormality curvature edge detection smoothing computer vision +4 more

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) 67 citations Published 1998-10-29
Relevance feedback techniques for color-based image retrieval (1998)

Tat-Seng Chua Wai-Chee Low Chun-Xin Chu

color image color space color quantization visual word color normalization +6 more

Proceedings 1998 MultiMedia Modeling. MMM'98 (Cat. No.98EX200) 13 citations Published 1998-10-12
3D/2D Registration Via Skeletal Near Projective Invariance in Tubular Objects (1998)

Alan Liu Elizabeth Bullitt Stephen M. Pizer

image registration computer vision mathematics anatomical structures artificial intelligence +2 more

MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention 101 citations Published 1998-10-11
Resolving occlusion in image sequence made easy (1998)

Kiem Ching Ong Hung Chuan Teh Tiow Seng Tan

visualization structure from motion computer graphics segmentation a priori and a posteriori +6 more

The Visual Computer 18 citations Published 1998-10-09
Some issues on scalable feature selection (1998)

Huan Liu Rudy Setiono

feature feature learning feature selection feature extraction feature +7 more

Expert Systems With Applications 62 citations Published 1998-10-01
Scale-space derived from B-splines (1998)

Yu-Ping Wang S.L. Lee

scale space gaussian function edge detection computational geometry completeness +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 136 citations Published 1998-10-01
Multiple perspective dynamic decision making (1998)

Tze Yun Leong

r cast influence diagram decision engineering evidential reasoning approach decision analysis +6 more

Artificial Intelligence 24 citations Published 1998-10-01
Noniterative quality phase-gradient autofocus (QPGA) algorithm for spotlight SAR imagery (1998)

Hian Lim Chan Tat Soon Yeo

autofocus synthetic aperture radar iterative method clutter filter +7 more

IEEE Transactions on Geoscience and Remote Sensing 115 citations Published 1998-09-01
Holographic contouring using double-source technique and Fourier transform analysis (1998)

C. Quan H.M. Shang C.J. Tay P.J. Bryanston-Cross

holographic interferometry contouring fourier transform fast fourier transform holography +7 more

Optics and Lasers in Engineering 14 citations Published 1998-09-01
Dual classifier system for handprinted alphanumeric character recognition (1998)

Y. C. Chim A. A. Kassim Y. Ibrahim

alphanumeric classifier radial basis function pattern recognition diagonal +5 more

Pattern Analysis and Applications 22 citations Published 1998-09-01
Automatic Model Generation for Modular Reconfigurable Robot Dynamics (1998)

I-Ming Chen Guilin Yang

robot kinematics robot calibration modular design kinematics robot +7 more

Journal of Dynamic Systems Measurement and Control-transactions of The Asme 31 citations Published 1998-09-01
Interestingness-based interval merger for numeric association rules (1998)

Ke Wang Soon Hock William Tay Bing Liu

association rule learning categorical variable row data mining pattern recognition +3 more

KDD'98 Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining 133 citations Published 1998-08-27
Integrating classification and association rule mining (1998)

Bing Liu Wynne Hsu Yiming Ma

association rule learning k optimal pattern discovery classifier data mining machine learning +7 more

KDD'98 Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining 3,337 citations Published 1998-08-27
Various developments in mechatronics in Asia (1998)

K.K Tan T.H Lee H.F Dou S.Y Lim

mechatronics competitive advantage manufacturing engineering engineering precision engineering +3 more

Mechatronics 18 citations Published 1998-08-26
Hierarchical linear combinations for face recognition (1998)

S.Z. Li Juwei Lu Kap Luk Chan Jun Liu Lei Wang

eigenface face detection feature vector facial recognition system linear combination +7 more

Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170) 15 citations Published 1998-08-16
Colour-based relevance feedback for image retrieval (1998)

Wai-Chee Low Tat-Seng Chua

visual word relevance feedback image retrieval automatic image annotation image texture +6 more

Proceedings International Workshop on Multi-Media Database Management Systems (Cat. No.98TB100249) 11 citations Published 1998-08-05

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Multi-Category Classification of Tool Conditions Using Wavelet Packets and ART2 Network (1998)

Incremental Feature Selection (1998)

Retinal blood vessel detection and tracking by matched Gaussian and Kalman filters (1998)

Neural network based approaches for the classification of colonoscopic images (1998)

Intestinal abnormality detection from endoscopic images (1998)

Relevance feedback techniques for color-based image retrieval (1998)

3D/2D Registration Via Skeletal Near Projective Invariance in Tubular Objects (1998)

Resolving occlusion in image sequence made easy (1998)

Some issues on scalable feature selection (1998)

Scale-space derived from B-splines (1998)

Multiple perspective dynamic decision making (1998)

Noniterative quality phase-gradient autofocus (QPGA) algorithm for spotlight SAR imagery (1998)

Holographic contouring using double-source technique and Fourier transform analysis (1998)

Dual classifier system for handprinted alphanumeric character recognition (1998)

Automatic Model Generation for Modular Reconfigurable Robot Dynamics (1998)

Interestingness-based interval merger for numeric association rules (1998)

Integrating classification and association rule mining (1998)

Various developments in mechatronics in Asia (1998)

Hierarchical linear combinations for face recognition (1998)

Colour-based relevance feedback for image retrieval (1998)