Publications - Machine Learning SG

Facial prosthetic model fabrication using rapid prototyping tools (2000)

Chua Chee Kai Chou Siaw Meng Lin Sin Ching Lee Seng Teik Saw Chit Aung

facial prosthesis rapid prototyping vacuum casting scanner computer vision +7 more

Integrated Manufacturing Systems 63 citations Published 2000-02-01
A GENERAL FRAMEWORK FOR VIDEO SEGMENTATION BASED ON TEMPORAL MULTI-RESOLUTION ANALYSIS (2000)

Tat-seng Chua Mohan Kankanhalli Yi Lin

scale space segmentation video tracking segmentation computer vision pattern recognition +3 more

ITE Technical Report 24.2 13 citations Published 2000-01-14
Hough technique for bar charts detection and recognition in document images (2000)

Yan Ping Zhou Chew Lim Tan

hough transform bar chart preprocessor parallel pattern recognition +7 more

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101) 65 citations Published 2000-01-01
FERNN: An Algorithm for Fast Extraction of Rules fromNeural Networks (2000)

Rudy Setiono Wee Kheng Leow

artificial neural network decision tree pattern recognition data mining algorithm +6 more

Applied Intelligence 143 citations Published 2000-01-01
Direct minutiae extraction from gray-level fingerprint image by relationship examination (2000)

Jinxiang Liu Zhongyang Huang Kap Luk Chan

minutiae fingerprint edge detection feature extraction pattern recognition +6 more

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101) 93 citations Published 2000-01-01
Color segmentation and figure-ground segregation of natural images (2000)

Swee-Seong Wong Wee Kheng Leow

image segmentation scale space segmentation segmentation based object categorization image texture minimum spanning tree based segmentation +7 more

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101) 11 citations Published 2000-01-01
Application of K-nearest neighbors algorithm on breast cancer diagnosis problem. (2000)

Manish Sarkar Tze-Yun Leong

k nearest neighbors algorithm classifier breast cancer machine learning algorithm +4 more

Proceedings / AMIA ... Annual Symposium. AMIA Symposium 81 citations Published 2000-01-01
An Incremental Approach in Evolving Robot Behavior (2000)

Dhiraj Bajaj Marcelo H. Ang

obstacle avoidance mobile robot fitness function genetic algorithm behavior based robotics +3 more

16 citations Published 2000-01-01
A stereo vision system for the inspection of IC bonding wires (2000)

Q. Z. Ye S. H. Ong X. Han

computer stereo vision telecentric lens subpixel rendering stereopsis line filter +7 more

International Journal of Imaging Systems and Technology 14 citations Published 2000-01-01
A hybrid time lagged network for predicting stock prices (2000)

Siu Cheung Hui M. T. Yap P. Prakash

stock exchange technical analysis multilayer perceptron artificial neural network self organizing map +7 more

The International Journal of the Computer, the Internet and Management 11 citations Published 2000-01-01
A Comparative Study on Chinese Text Categorization Methods. (2000)

Ji He Ah-Hwee Tan Chew Lim Tan

categorization semi supervised learning unsupervised learning online machine learning relevance vector machine +7 more

PRICAI Workshop on Text and Web Mining 110 citations Published 2000-01-01
Temporal multiresolution analysis for video segmentation (1999)

Yi Lin Mohan S. Kankanhalli TatSeng Chua

image processing color histogram feature vector segmentation wavelet +6 more

Storage and retrieval for media databases. Conference 23 citations Published 1999-12-23
A pipelined architecture for image segmentation by adaptive progressive thresholding (1999)

K.V. Asari T. Srikanthan S. Kumar D. Radhakrishnan

image segmentation scale space segmentation thresholding segmentation computer vision +6 more

Microprocessors and Microsystems 29 citations Published 1999-12-15
Neocognitron's parameter tuning by genetic algorithms. (1999)

Daming Shi Chunlei Dong Daniel S. Yeung

neocognitron supervised learning population cooperative coevolution evolutionary computation +7 more

International Journal of Neural Systems 12 citations Published 1999-12-01
Image representations using multiscale differential operators (1999)

Yu-Ping Wang

image processing operator mathematical operators edge detection directional derivative +7 more

IEEE Transactions on Image Processing 73 citations Published 1999-12-01
Ball grid array (BGA) package on-line non-contact inspection method and system (1999)

Bryan Kok Ann Ngoi Fan Hua

ball grid array personal computer frame grabber grid data processing +7 more

23 citations Published 1999-12-01
Fingerprint feature extraction by fuzzy logic and neural networks (1999)

V.K. Sagai A. Koh Jit Beng

minutiae fingerprint recognition neuro fuzzy fuzzy logic adaptive neuro fuzzy inference system +7 more

ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings (Cat. No.99EX378) 14 citations Published 1999-11-16
Dynamical cognitive network-an extension of fuzzy cognitive map (1999)

Yuan Miao Zhi-Qiang Liu Shi Li Chee Kheong Siew

fuzzy cognitive map cognitive model cognitive network fuzzy classification adaptive neuro fuzzy inference system +6 more

Proceedings 11th International Conference on Tools with Artificial Intelligence 11 citations Published 1999-11-08
Word segmentation and recognition for web document framework (1999)

Chi-Hung Chi Chen Ding Andrew Lim

web page rewrite engine social semantic web semantic web stack text segmentation +7 more

Proceedings of the eighth international conference on Information and knowledge management 19 citations Published 1999-11-01
Time-varying step-transform algorithm for high squint SAR imaging (1999)

Xiaobing Sun Tat Soon Yeo Chengbo Zhang Yihui Lu Pang Shyan Kooi

synthetic aperture radar radar imaging chirp data processing computer vision +7 more

IEEE Transactions on Geoscience and Remote Sensing 32 citations Published 1999-11-01

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Facial prosthetic model fabrication using rapid prototyping tools (2000)

A GENERAL FRAMEWORK FOR VIDEO SEGMENTATION BASED ON TEMPORAL MULTI-RESOLUTION ANALYSIS (2000)

Hough technique for bar charts detection and recognition in document images (2000)

FERNN: An Algorithm for Fast Extraction of Rules fromNeural Networks (2000)

Direct minutiae extraction from gray-level fingerprint image by relationship examination (2000)

Color segmentation and figure-ground segregation of natural images (2000)

Application of K-nearest neighbors algorithm on breast cancer diagnosis problem. (2000)

An Incremental Approach in Evolving Robot Behavior (2000)

A stereo vision system for the inspection of IC bonding wires (2000)

A hybrid time lagged network for predicting stock prices (2000)

A Comparative Study on Chinese Text Categorization Methods. (2000)

Temporal multiresolution analysis for video segmentation (1999)

A pipelined architecture for image segmentation by adaptive progressive thresholding (1999)

Neocognitron's parameter tuning by genetic algorithms. (1999)

Image representations using multiscale differential operators (1999)

Ball grid array (BGA) package on-line non-contact inspection method and system (1999)

Fingerprint feature extraction by fuzzy logic and neural networks (1999)

Dynamical cognitive network-an extension of fuzzy cognitive map (1999)

Word segmentation and recognition for web document framework (1999)

Time-varying step-transform algorithm for high squint SAR imaging (1999)