Publications - Machine Learning SG

The Integration of Lexical Knowledge and External Resources for Question Answering. (2002)

Hui Yang Tat-Seng Chua

question answering wordnet factoid information retrieval natural language processing +6 more

TREC 58 citations Published 2002-01-01
Identifying Semantic Relations in Text for Information Retrieval and Information Extraction (2002)

Christopher Khoo Sung Hyon Myaeng

explicit semantic analysis concept search semantic computing information extraction relationship extraction +7 more

13 citations Published 2002-01-01
FAILURE CRITERION OF CONCRETE UNDER TRIAXIAL STRESSES USING NEURAL NETWORKS (2002)

Zhiye Zhao Liqun Ren

probabilistic neural network artificial neural network backpropagation radial basis function mathematical model +5 more

Computer-aided Civil and Infrastructure Engineering 23 citations Published 2002-01-01
Extraction and optimization of B-spline PBD templates for recognition of connected handwritten digit strings (2002)

Zhongkang Lu Zheru Chi Wan-Chi Siu

feature extraction classifier string searching algorithm artificial neural network multilayer perceptron +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 17 citations Published 2002-01-01
Determination of blur and affine combined invariants by normalization (2002)

Yani Zhang Changyun Wen Ying Zhang Yeng Chai Soh

affine shape adaptation affine transformation affine combination affine coordinate system affine hull +7 more

Pattern Recognition 66 citations Published 2002-01-01
Chinese Language IR based on Term Extraction (2002)

Donghong Ji Lingpeng Yang Yu Nie

text segmentation natural language processing information retrieval computer science artificial intelligence +3 more

NTCIR 21 citations Published 2002-01-01
Application of neural network for predicting software development faults using object-oriented design metrics (2002)

Mie Mie Thet Thwin Tong-Seng Quah

software metric maintainability software development object oriented design software +6 more

Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02. 63 citations Published 2002-01-01
A Swarm Metaphor for Multiobjective Design Optimization (2002)

Tapabrata Ray K.M. Liew

multi swarm optimization particle swarm optimization metaheuristic swarm behaviour meta optimization +6 more

Engineering Optimization 352 citations Published 2002-01-01
A novel feature extraction method and hybrid tree classification for handwritten numeral recognition (2002)

Zhang Ping Chen Lihui

feature extraction time delay neural network decision tree learning classifier artificial neural network +6 more

Pattern Recognition Letters 28 citations Published 2002-01-01
The role of domain knowledge in the detection of retinal hard exudates (2001)

W. Hsu P.M.D.S. Pallawala Mong Li Lee Kah-Guan Au Eong

diabetic retinopathy retinopathy retinal retina medical imaging +6 more

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001 143 citations Published 2001-12-08
Matching of double-sided document images to remove interference (2001)

Qian Wang Chew Lim Tan

canny edge detector edge detection feature extraction pattern matching computer vision +5 more

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001 67 citations Published 2001-12-08
Adaptive binning and dissimilarity measure for image retrieval and classification (2001)

Wee Kheng Leow Rui Li

color histogram visual word image retrieval contextual image classification histogram +7 more

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001 23 citations Published 2001-12-08
Use of a novel generalized fuzzy hidden Markov model for speech recognition (2001)

A.D. Cheok S. Chevalier M. Kaynak K. Sengupta Ko Chi Chung

fuzzy measure theory fuzzy set operations fuzzy number hidden markov model markov model +7 more

10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297) 27 citations Published 2001-12-02
Real-time lip tracking for virtual lip implementation in virtual environments and computer games (2001)

Zhang Jian M.N. Kaynak A.D. Cheok Ko Chi Chung

virtual image virtual machine soft computing virtual reality computer animation +7 more

10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297) 14 citations Published 2001-12-02
The POP learning algorithms: reducing work in identifying fuzzy rules (2001)

C. Quek R. W. Zhou

neuro fuzzy fuzzy set operations learning classifier system fuzzy number defuzzification +7 more

Neural Networks 82 citations Published 2001-12-01
Scripted Thought: Processing Korean Hancha and Hangul in a Multimedia Context (2001)

Nader T. Tavassoli J. I. N. K. Han

visual short term memory hangul baddeley s model of working memory scripting language cognition +7 more

Journal of Consumer Research 92 citations Published 2001-12-01
Pose determination of human faces by using vanishing points (2001)

Jian-Gang Wang Eric Sung

3d pose estimation pose vanishing point image plane perspective +6 more

Pattern Recognition 29 citations Published 2001-12-01
Incremental Learning with Respect to New Incoming Input Attributes (2001)

Sheng-Uei Guan Shanchun Li

supervised learning computational intelligence artificial neural network machine learning artificial intelligence +6 more

Neural Processing Letters 75 citations Published 2001-12-01
Feedforward Neural Network Construction Using Cross Validation (2001)

Rudy Setiono

feedforward neural network artificial neural network decision tree cross validation artificial intelligence +5 more

Neural Computation 147 citations Published 2001-12-01
EFDEX: A Knowledge-Based Expert System for Functional Design of Engineering Systems (2001)

WenYu Zhang Shu Beng Tor G. A. Britton Y.-M. Deng

functional requirement functional design functional specification functional verification non functional requirement +6 more

Engineering With Computers 55 citations Published 2001-12-01

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The Integration of Lexical Knowledge and External Resources for Question Answering. (2002)

Identifying Semantic Relations in Text for Information Retrieval and Information Extraction (2002)

FAILURE CRITERION OF CONCRETE UNDER TRIAXIAL STRESSES USING NEURAL NETWORKS (2002)

Extraction and optimization of B-spline PBD templates for recognition of connected handwritten digit strings (2002)

Determination of blur and affine combined invariants by normalization (2002)

Chinese Language IR based on Term Extraction (2002)

Application of neural network for predicting software development faults using object-oriented design metrics (2002)

A Swarm Metaphor for Multiobjective Design Optimization (2002)

A novel feature extraction method and hybrid tree classification for handwritten numeral recognition (2002)

The role of domain knowledge in the detection of retinal hard exudates (2001)

Matching of double-sided document images to remove interference (2001)

Adaptive binning and dissimilarity measure for image retrieval and classification (2001)

Use of a novel generalized fuzzy hidden Markov model for speech recognition (2001)

Real-time lip tracking for virtual lip implementation in virtual environments and computer games (2001)

The POP learning algorithms: reducing work in identifying fuzzy rules (2001)

Scripted Thought: Processing Korean Hancha and Hangul in a Multimedia Context (2001)

Pose determination of human faces by using vanishing points (2001)

Incremental Learning with Respect to New Incoming Input Attributes (2001)

Feedforward Neural Network Construction Using Cross Validation (2001)

EFDEX: A Knowledge-Based Expert System for Functional Design of Engineering Systems (2001)