Publications - Machine Learning SG

General information theory: some macroscopic dynamics of the human thinking systems (1998)

Liang Thow-Yick

intelligent decision support system quantum information theory symbol theoretical computer science +5 more

Information Processing and Management 13 citations Published 1998-01-01
Example-based learning for view-based human face detection (1998)

K.-K. Sung T. Poggio

feature vector face detection object detection mixture model contextual image classification +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 2,792 citations Published 1998-01-01
Content-based image retrieval using a composite color-shape approach (1998)

Babu M. Mehtre Mohan S. Kankanhalli Wing Foon Lee

content based image retrieval image retrieval visual word automatic image annotation similarity measure +6 more

Information Processing and Management 126 citations Published 1998-01-01
Computerization of Rock Engineering Systems using neural networks with an expert system (1998)

J. G. Cai J. Zhao J. A. Hudson

rock mechanics rock mass classification expert system artificial neural network hopfield network +6 more

Rock Mechanics and Rock Engineering 18 citations Published 1998-01-01
ANALYSIS OF PAVEMENT MANAGEMENT ACTIVITIES PROGRAMMING BY GENETIC ALGORITHMS (1998)

T F Fwa W T Chan K Z Hoque

genetic representation genetic programming quality control and genetic algorithms genetic algorithm pavement management +6 more

Transportation Research Record 12 citations Published 1998-01-01
A Novel Lane Model for Lane Boundary Detection (1998)

Yue Wang Dinggang Shen Earn Khwang Teoh Han Wang

spline parallel computer vision computer science artificial intelligence +6 more

Journal of Machine Vision and Applications 12 citations Published 1998-01-01
Wavelet for speech denoising (1997)

Ing Yann Soon Soo Ngee Koh Chai Kiat Yeo

wavelet discrete wavelet transform wavelet transform salt and pepper noise coiflet +7 more

TENCON '97 Brisbane - Australia. Proceedings of IEEE TENCON '97. IEEE Region 10 Annual Conference. Speech and Image Technologies for Computing and Telecommunications (Cat. No.97CH36162) 50 citations Published 1997-12-02
Direct learning of control efforts for trajectories with different magnitude scales (1997)

Jian-Xin Xu

robotics control theory control engineering nonlinear system dynamical system +6 more

Automatica 64 citations Published 1997-12-01
Critical tokenization and its properties (1997)

Jin Guo

tokenization tokenization string phrase natural language processing +6 more

Computational Linguistics 76 citations Published 1997-12-01
An intelligent scenario generator for strategic business planning (1997)

Xiang Li Cheng Leong Ang

artificial neural network truth value inference artificial intelligence computer science +1 more

Computers in Industry 12 citations Published 1997-12-01
Feature selection via set cover (1997)

M. Dash

feature selection feature feature dimensionality reduction minimum redundancy feature selection +6 more

Proceedings 1997 IEEE Knowledge and Data Engineering Exchange Workshop 19 citations Published 1997-11-04
Dimensionality reduction of unsupervised data (1997)

M. Dash H. Liu J. Yao

dimensionality reduction feature extraction feature unsupervised learning feature selection +7 more

Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence 218 citations Published 1997-11-03
Neural networks for construction project success (1997)

D.K.H. Chua P.K. Loh Y.C. Kog E.J. Jaselskis

project manager project management triangle project planning pre construction services work breakdown structure +6 more

Expert Systems With Applications 56 citations Published 1997-11-01
Comparing support vector machines with Gaussian kernels to radial basis function classifiers (1997)

B. Scholkopf Kah-Kay Sung C.J.C. Burges F. Girosi P. Niyogi T. Poggio V. Vapnik

artificial neural network support vector machine backpropagation statistical learning theory gaussian function +6 more

IEEE Transactions on Signal Processing 1,554 citations Published 1997-11-01
An integrated case-based reasoning approach for intelligent help desk fault management (1997)

Yuh Foong David Law Sew Bun Foong Shee Eng Jeremiah Kwan

intelligent decision support system model based reasoning legal expert system case based reasoning reasoning system +7 more

Expert Systems With Applications 30 citations Published 1997-11-01
Automatic image analysis of fundus photograph (1997)

Zheng Liu C. Opas S.M. Krishnan

hough transform optic disk fundus mass screening thresholding +6 more

Proceedings of the 19th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 'Magnificent Milestones and Emerging Opportunities in Medical Engineering' (Cat. No.97CH36136) 133 citations Published 1997-10-30
A review of neural-fuzzy controllers for robotic manipulators (1997)

M.J. Er S.M. Yap P.W. Yeaw F.L. Luo

neuro fuzzy fuzzy logic fuzzy electronics intelligent control adaptive neuro fuzzy inference system +6 more

IAS '97. Conference Record of the 1997 IEEE Industry Applications Conference Thirty-Second IAS Annual Meeting 11 citations Published 1997-10-05
Face recognition using transform features and neural networks (1997)

Surendra Ranganath Krishnamurthy Arun

feature vector wavelet transform wavelet facial recognition system k nearest neighbors algorithm +6 more

Pattern Recognition 100 citations Published 1997-10-01
Analysis of iterative learning control for a class of nonlinear discrete-time systems (1997)

Jian-Xin Xu

iterative learning control iterative method discrete system discrete time and continuous time nonlinear system +6 more

Automatica 161 citations Published 1997-10-01
NeuroLinear: From neural networks to oblique decision rules (1997)

Rudy Setiono Huan Liu

decision rule artificial neural network hyperplane oblique case pattern recognition +4 more

Neurocomputing 153 citations Published 1997-09-30

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General information theory: some macroscopic dynamics of the human thinking systems (1998)

Example-based learning for view-based human face detection (1998)

Content-based image retrieval using a composite color-shape approach (1998)

Computerization of Rock Engineering Systems using neural networks with an expert system (1998)

ANALYSIS OF PAVEMENT MANAGEMENT ACTIVITIES PROGRAMMING BY GENETIC ALGORITHMS (1998)

A Novel Lane Model for Lane Boundary Detection (1998)

Wavelet for speech denoising (1997)

Direct learning of control efforts for trajectories with different magnitude scales (1997)

Critical tokenization and its properties (1997)

An intelligent scenario generator for strategic business planning (1997)

Feature selection via set cover (1997)

Dimensionality reduction of unsupervised data (1997)

Neural networks for construction project success (1997)

Comparing support vector machines with Gaussian kernels to radial basis function classifiers (1997)

An integrated case-based reasoning approach for intelligent help desk fault management (1997)

Automatic image analysis of fundus photograph (1997)

A review of neural-fuzzy controllers for robotic manipulators (1997)

Face recognition using transform features and neural networks (1997)

Analysis of iterative learning control for a class of nonlinear discrete-time systems (1997)

NeuroLinear: From neural networks to oblique decision rules (1997)