Publications - Machine Learning SG

A neural network based corner detection method (1995)

P.G.T. Dias A.A. Kassim V. Srinivasan

time delay neural network corner detection deep learning cellular neural network robustness +7 more

Proceedings of ICNN'95 - International Conference on Neural Networks 20 citations Published 1995-11-27
Chi2: feature selection and discretization of numeric attributes (1995)

Huan Liu R. Setiono

discretization of continuous features discretization feature selection statistical classification pearson s chi squared test +6 more

Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence 1,097 citations Published 1995-11-05
Wavelet spectrogram of noisy signals (1995)

Lunji Qiu Meng Hwa Er

wavelet packet decomposition stationary wavelet transform wavelet wavelet transform discrete wavelet transform +7 more

International Journal of Electronics 11 citations Published 1995-11-01
Power-demand forecasting using a neural network with an adaptive learning algorithm (1995)

P.K. Dash A.C. Liew G. Ramakrishna

wake sleep algorithm unsupervised learning artificial neural network leabra demand forecasting +6 more

IEE Proceedings - Generation, Transmission and Distribution 14 citations Published 1995-11-01
Multilayer perceptions for detecting cyclic data on control charts (1995)

H. B. Hwarng

perceptron artificial neural network decision rule statistical process control control chart +7 more

International Journal of Production Research 25 citations Published 1995-11-01
Contender's network, a new competitive-learning scheme (1995)

Geok See Ng S. S. Erdogan Pan Wei Ng

time delay neural network competitive learning artificial neural network artificial intelligence speech recognition +1 more

Pattern Recognition Letters 19 citations Published 1995-11-01
Color indexing for efficient image retrieval (1995)

G. Phanendra Babu Babu M. Mehtre Mohan S. Kankanhalli

content based image retrieval image retrieval visual word automatic image annotation image texture +7 more

Multimedia Tools and Applications 100 citations Published 1995-11-01
Reinforcement learning of multiple tasks using a hierarchical CMAC architecture (1995)

Chen K. Tham

reinforcement learning cerebellar model articulation controller systems architecture artificial neural network function approximation +6 more

Robotics and Autonomous Systems 81 citations Published 1995-10-01
Language Learning with Some Negative Information (1995)

G. Baliga J. Case S. Jain

algorithmic learning theory active learning instance based learning stability computational learning theory +6 more

Journal of Computer and System Sciences 29 citations Published 1995-10-01
NeuroRule: A Connectionist Approach to Data Mining (1995)

Hongjun Lu Rudy Setiono Huan Liu

data stream mining neuro fuzzy artificial neural network connectionism decision tree +7 more

VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases 150 citations Published 1995-09-11
A simple iterative learning controller for manipulators with flexible joints (1995)

Danwei Wang

iterative learning control iterative method controller control system trajectory +7 more

Automatica 57 citations Published 1995-09-01
Using knowledge to isolate search in route finding (1995)

Bing Liu

computer science machine learning artificial intelligence route finding

IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1 15 citations Published 1995-08-20
Understanding neural networks via rule extraction (1995)

Rudy Setiono Huan Liu

decision tree artificial neural network backpropagation black box machine learning +3 more

IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1 179 citations Published 1995-08-20
Specifying and achieving passive compliance based on manipulator structure (1995)

M.H. Ang G.B. Andeen

stiffness matrix stiffness motion control actuator torque +7 more

international conference on robotics and automation 64 citations Published 1995-08-01
Markov Random Field Modeling in Computer Vision (1995)

S. Z. Li

graph cuts in computer vision markov random field pose image processing image restoration +7 more

1,710 citations Published 1995-08-01
Generic form feature recognition and operation selection using connectionist modelling (1995)

Z. Gu Y. F. Zhang Andrew Y. C. Nee

neuro fuzzy neocognitron feature neural gas feature recognition +6 more

Journal of Intelligent Manufacturing 24 citations Published 1995-08-01
Fuzzy and neuro-fuzzy computing models for electric load forecasting (1995)

P.K. Dash A.C. Liew S. Rahman S. Dash

neuro fuzzy adaptive neuro fuzzy inference system fuzzy control system fuzzy set operations fuzzy logic +6 more

Engineering Applications of Artificial Intelligence 29 citations Published 1995-08-01
Feature matching and affine transformation for 2D cell animation (1995)

Ming Xie

interpolation affine transformation computer animation animation computer graphics +7 more

The Visual Computer 11 citations Published 1995-08-01
A scale-space filtering approach for visual feature extraction (1995)

Kai Xin Kah Bin Lim Geok Soon Hong

gaussian blur feature extraction smoothing curvature filter +7 more

Pattern Recognition 18 citations Published 1995-08-01
Two new practical methods for phase unwrapping (1995)

Hock Lim Wei Xu Xiaojing Huang

synthetic aperture radar radar imaging pixel phase noise interpolation +6 more

1995 International Geoscience and Remote Sensing Symposium, IGARSS '95. Quantitative Remote Sensing for Science and Applications 56 citations Published 1995-07-10

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A neural network based corner detection method (1995)

Chi2: feature selection and discretization of numeric attributes (1995)

Wavelet spectrogram of noisy signals (1995)

Power-demand forecasting using a neural network with an adaptive learning algorithm (1995)

Multilayer perceptions for detecting cyclic data on control charts (1995)

Contender's network, a new competitive-learning scheme (1995)

Color indexing for efficient image retrieval (1995)

Reinforcement learning of multiple tasks using a hierarchical CMAC architecture (1995)

Language Learning with Some Negative Information (1995)

NeuroRule: A Connectionist Approach to Data Mining (1995)

A simple iterative learning controller for manipulators with flexible joints (1995)

Using knowledge to isolate search in route finding (1995)

Understanding neural networks via rule extraction (1995)

Specifying and achieving passive compliance based on manipulator structure (1995)

Markov Random Field Modeling in Computer Vision (1995)

Generic form feature recognition and operation selection using connectionist modelling (1995)

Fuzzy and neuro-fuzzy computing models for electric load forecasting (1995)

Feature matching and affine transformation for 2D cell animation (1995)

A scale-space filtering approach for visual feature extraction (1995)

Two new practical methods for phase unwrapping (1995)