Publications - Machine Learning SG

EXTRACTION OF MAN-MADE FEATURES FROM REMOTE SENSING IMAGERIES BY DATA FUSION TECHNIQUES (2001)

Sowmya Selvarajan Chan Weng Tat

canny edge detector image processing panchromatic film pixel sensor fusion +7 more

11 citations Published 2001-01-01
Application of support vector machines in !nancial time series forecasting (2001)

Lijuan Cao

support vector machine time series artificial neural network free parameter data mining +7 more

16 citations Published 2001-01-01
Wavelet-enhanced automated fingerprint identification system (2000)

Tao Xia Bao Liu Jo Yew Tham Lixin Shen Seng Luan Lee

automated fingerprint identification hough transform fingerprint wavelet histogram +7 more

135 citations Published 2000-12-22
Text block segmentation using pyramid structure (2000)

Chew Lim Tan Zheng Zhang

pyramid pyramid document layout analysis segmentation paragraph +6 more

Proceedings of SPIE, the International Society for Optical Engineering 17 citations Published 2000-12-21
Hough-based model for recognizing bar charts in document images (2000)

Yan Ping Zhou Chew Lim Tan

bar chart hough transform graphics visualization computer vision +7 more

Proceedings of SPIE, the International Society for Optical Engineering 13 citations Published 2000-12-21
Feature Selection for Support Vector Machines in Financial Time Series Forecasting (2000)

L. J. Cao Francis E. H. Tay

feature selection support vector machine partial derivative ranking salience +7 more

intelligent data engineering and automated learning 11 citations Published 2000-12-13
Opening the neural network black box: an algorithm for extracting rules from function approximating artificial neural networks (2000)

Rudy Setiono Wee Kheng Leow James Y. L. Thong

feedforward neural network rectifier time delay neural network deep learning types of artificial neural networks +5 more

ICIS '00 Proceedings of the twenty first international conference on Information systems 27 citations Published 2000-12-10
Removal of interfering strokes in double-sided document images (2000)

Chew Lim Tan Ruini Cao Peiyi Shen Qian Wang Julia Chee Josephine Chang

edge detection real image segmentation historical document computer vision +4 more

Proceedings Fifth IEEE Workshop on Applications of Computer Vision 52 citations Published 2000-12-04
Virtual reality for relearning daily living skills. (2000)

D. Gourlay K. C. Lun Y. N. Lee James Tay

virtual reality activities of daily living virtual machine human computer interaction rehabilitation +6 more

International Journal of Medical Informatics 73 citations Published 2000-12-01
Video Summarization Using R-Sequences (2000)

Xinding Sun Mohan S. Kankanhalli

video tracking motion compensation automatic summarization block matching algorithm video compression picture types +6 more

Real-time Imaging 62 citations Published 2000-12-01
Real-time integrated process supervision (2000)

C. Quek A. Wahab

cerebellar model articulation controller control engineering artificial intelligence computer science structuring +6 more

Engineering Applications of Artificial Intelligence 13 citations Published 2000-12-01
Clustering through decision tree construction (2000)

Bing Liu Yiyuan Xia Philip S. Yu

incremental decision tree conceptual clustering id3 algorithm decision tree learning decision tree +7 more

Proceedings of the ninth international conference on Information and knowledge management 245 citations Published 2000-11-06
Detection of text captions in compressed domain video (2000)

Yi Zhang Tat-Seng Chua

video processing video tracking multiview video coding video capture motion compensation +7 more

Proceedings of the 2000 ACM workshops on Multimedia 70 citations Published 2000-11-04
Performance evaluation of the nearest feature line method in image classification and retrieval (2000)

S.Z. Li Kap Luk Chan Changliang Wang

image texture image retrieval contextual image classification euclidean distance artificial neural network +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 149 citations Published 2000-11-01
MRF parameter estimation by MCMC method (2000)

Lei Wang Jun Liu Stan Z. Li

markov chain monte carlo markov random field likelihood function estimation theory least squares +6 more

Pattern Recognition 53 citations Published 2000-11-01
Hierarchical overlapped neural gas network with application to pattern classification (2000)

Ajantha S. Atukorale Ponnuthurai N. Suganthan

time delay neural network neural gas time complexity self organizing map nist +5 more

Neurocomputing 15 citations Published 2000-11-01
Heteroassociations of spatio-temporal sequences with the bidirectional associative memory (2000)

Lipo Wang

bidirectional associative memory content addressable storage artificial neural network network architecture artificial intelligence +2 more

IEEE Transactions on Neural Networks 19 citations Published 2000-11-01
Automatic prostate boundary recognition in sonographic images using feature model and genetic algorithm. (2000)

Ruo Yun Wu Keck Voon Ling Wan Sing Ng

point distribution model genetic algorithm robustness feature model pattern recognition +7 more

Journal of Ultrasound in Medicine 19 citations Published 2000-11-01
A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders (2000)

Yoichi Hayashi Rudy Setiono Katsumi Yoshida

artificial neural network linear discriminant analysis medical diagnosis machine learning data mining +5 more

Artificial Intelligence in Medicine 79 citations Published 2000-11-01
Developing Khepera robot applications in a Webots environment (2000)

L.F. Wang K.C. Tan V. Prahlad

mobile robot evolutionary robotics robot robotics telerobotics +7 more

MHS2000. Proceedings of 2000 International Symposium on Micromechatronics and Human Science (Cat. No.00TH8530) 15 citations Published 2000-10-22

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EXTRACTION OF MAN-MADE FEATURES FROM REMOTE SENSING IMAGERIES BY DATA FUSION TECHNIQUES (2001)

Application of support vector machines in !nancial time series forecasting (2001)

Wavelet-enhanced automated fingerprint identification system (2000)

Text block segmentation using pyramid structure (2000)

Hough-based model for recognizing bar charts in document images (2000)

Feature Selection for Support Vector Machines in Financial Time Series Forecasting (2000)

Opening the neural network black box: an algorithm for extracting rules from function approximating artificial neural networks (2000)

Removal of interfering strokes in double-sided document images (2000)

Virtual reality for relearning daily living skills. (2000)

Video Summarization Using R-Sequences (2000)

Real-time integrated process supervision (2000)

Clustering through decision tree construction (2000)

Detection of text captions in compressed domain video (2000)

Performance evaluation of the nearest feature line method in image classification and retrieval (2000)

MRF parameter estimation by MCMC method (2000)

Hierarchical overlapped neural gas network with application to pattern classification (2000)

Heteroassociations of spatio-temporal sequences with the bidirectional associative memory (2000)

Automatic prostate boundary recognition in sonographic images using feature model and genetic algorithm. (2000)

A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders (2000)

Developing Khepera robot applications in a Webots environment (2000)