Publications - Machine Learning SG

Planning and control of a biped robot (1999)

H.K. Lum M. Zribi Y.C. Soh

variable structure control variable structure system robotics robot trajectory +6 more

International Journal of Engineering Science 109 citations Published 1999-08-01
Parallel neural network-fuzzy expert system strategy for short-term load forecasting: system implementation and performance evaluation (1999)

D. Srinivasan Swee Sien Tan C.S. Cheng Eng Kiat Chan

expert system self organizing map artificial neural network unsupervised learning fuzzy logic +6 more

IEEE Transactions on Power Systems 156 citations Published 1999-08-01
Mining association rules with multiple minimum supports (1999)

Bing Liu Wynne Hsu Yiming Ma

association rule learning combinatorial explosion data mining machine learning computer science +5 more

Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining 1,010 citations Published 1999-08-01
Integral ratio: a new class of global thresholding techniques for handwriting images (1999)

Y. Solihin C.G. Leedham

balanced histogram thresholding thresholding handwriting histogram pixel +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 146 citations Published 1999-08-01
Handling concept drifts in incremental learning with support vector machines (1999)

Nadeem Ahmed Syed Huan Liu Kah Kay Sung

active learning computational learning theory relevance vector machine online machine learning structured support vector machine +5 more

Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining 305 citations Published 1999-08-01
A study of support vectors on model independent example selection (1999)

Nadeem Ahmed Syed Huan Liu Kah Kay Sung

association rule learning computer science machine learning data mining artificial intelligence

Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining 31 citations Published 1999-08-01
A new statistical formula for Chinese text segmentation incorporating contextual information (1999)

Yubin Dai Teck Ee Loh Christopher S. G. Khoo

segmentation based object categorization text segmentation natural language processing speech recognition logistic regression +3 more

Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval 59 citations Published 1999-08-01
A fast learning algorithm for parsimonious fuzzy neural systems (1999)

Shiqian Wu Meng Joo Er

neuro fuzzy artificial neural network adaptive neuro fuzzy inference system types of artificial neural networks information fuzzy networks +6 more

1999 European Control Conference (ECC) 78 citations Published 1999-08-01
Time-critical dynamic decision making (1999)

Yanping Xiang Kim-Leng Poh

influence diagram decision model knowledge representation and reasoning dynamic decision making inference +5 more

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence 13 citations Published 1999-07-30
The synthesis of language learners (1999)

Ganesh R. Baliga John Case Sanjay Jain

indexed language indexed family learnability rule based machine translation language identification +6 more

Information & Computation 31 citations Published 1999-07-10
Hybrid fuzzy logic and neural network model for fingerprint minutiae extraction (1999)

V.K. Sagar K.J.B. Alex

minutiae fingerprint recognition fingerprint feature extraction fuzzy logic +6 more

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339) 52 citations Published 1999-07-10
Towards an evolutionary algorithm: a comparison of two feature selection algorithms (1999)

Kan Chen Huan Liu

search algorithm best first search probabilistic analysis of algorithms feature selection evolutionary algorithm +8 more

Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406) 12 citations Published 1999-07-06
Simulated DPCA performance for dual-channel SAR processing (1999)

W.E. Ng C.B. Zhang Y.H. Lu T.S. Yeo

synthetic aperture radar inverse synthetic aperture radar moving target indication clutter radar horizon +6 more

IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293) 11 citations Published 1999-06-28
Learning to Recognize Tables in Free Text (1999)

Hwee Tou Ng Chung Yong Lim Jessica Li Teng Koo

table natural language processing machine learning computer science row and column spaces +3 more

Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics 97 citations Published 1999-06-20
A Rough-Set-Based Approach for Classification and Rule Induction (1999)

L. P. Khoo S. B. Tor L. Y. Zhai

dominance based rough set approach rough set rule induction rough number rule of inference +6 more

The International Journal of Advanced Manufacturing Technology 105 citations Published 1999-06-14
Adaptive visible watermarking of images (1999)

M.S. Kankanhalli Rajmohan K.R. Ramakrishnan

digital watermarking watermark image texture image processing digital image processing +6 more

Proceedings IEEE International Conference on Multimedia Computing and Systems 163 citations Published 1999-06-07
On mapping decision trees and neural networks (1999)

R. Setiono W. K. Leow

deep learning pruning alternating decision tree time delay neural network decision tree learning +6 more

Knowledge Based Systems 26 citations Published 1999-06-01
Fast Relative Depth Computation for an Active Stereo Vision System (1999)

Wei Yun Yau Han Wang

computer stereo vision stereo camera active vision stereoscopy camera resectioning +6 more

Real-time Imaging 21 citations Published 1999-06-01
A neural network approach to the prediction of going concern status (1999)

Hian Chye Koh Sen Suan Tan

going concern probabilistic neural network probit model multiple discriminant analysis logit +7 more

Accounting and Business Research 118 citations Published 1999-06-01
A connectionist approach to generating oblique decision trees (1999)

R. Setiono Huan Liu

incremental decision tree decision tree learning alternating decision tree decision tree decision stump +7 more

systems man and cybernetics 52 citations Published 1999-06-01

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Planning and control of a biped robot (1999)

Parallel neural network-fuzzy expert system strategy for short-term load forecasting: system implementation and performance evaluation (1999)

Mining association rules with multiple minimum supports (1999)

Integral ratio: a new class of global thresholding techniques for handwriting images (1999)

Handling concept drifts in incremental learning with support vector machines (1999)

A study of support vectors on model independent example selection (1999)

A new statistical formula for Chinese text segmentation incorporating contextual information (1999)

A fast learning algorithm for parsimonious fuzzy neural systems (1999)

Time-critical dynamic decision making (1999)

The synthesis of language learners (1999)

Hybrid fuzzy logic and neural network model for fingerprint minutiae extraction (1999)

Towards an evolutionary algorithm: a comparison of two feature selection algorithms (1999)

Simulated DPCA performance for dual-channel SAR processing (1999)

Learning to Recognize Tables in Free Text (1999)

A Rough-Set-Based Approach for Classification and Rule Induction (1999)

Adaptive visible watermarking of images (1999)

On mapping decision trees and neural networks (1999)

Fast Relative Depth Computation for an Active Stereo Vision System (1999)

A neural network approach to the prediction of going concern status (1999)

A connectionist approach to generating oblique decision trees (1999)