Publications - Machine Learning SG

Using knowledge about the road network for route finding (1995)

Bing Liu J. Tay

shortest path problem knowledge based systems network theory dijkstra s algorithm directed graph +6 more

Proceedings the 11th Conference on Artificial Intelligence for Applications 14 citations Published 1995-02-20
Robust motion and force control of constrained manipulators by learning (1995)

Danwei Wang Y. C. Soh C. C. Cheah

motion control control system robustness robotics adaptive system +7 more

Automatica 63 citations Published 1995-02-01
Pattern recognition by homomorphic graph matching using Hopfield neural networks (1995)

Ponnuthurai N. Suganthan Eam Khwang Teoh Dinesh P. Mital

hopfield network pattern matching matching artificial neural network cluster analysis +7 more

Image and Vision Computing 67 citations Published 1995-02-01
Automatic extraction of characters in complex scene images (1995)

Chung-Mong Lee Chung-Mong Lee Atreyi Kankanhalli

alphanumeric edge detection machine vision thresholding computer vision +6 more

International Journal of Pattern Recognition and Artificial Intelligence 89 citations Published 1995-02-01
Use of a quasi-Newton method in a feedforward neural network construction algorithm (1995)

R. Setiono L.C.K. Hui

time delay neural network probabilistic neural network feedforward neural network forward algorithm fsa red algorithm +6 more

IEEE Transactions on Neural Networks 251 citations Published 1995-01-01
Training the neocognitron network using design of experiments (1995)

Ming Yeong Teo Siang Kok Sim

neocognitron artificial neural network orthogonal array design of experiments artificial intelligence +3 more

Artificial Intelligence in Engineering 12 citations Published 1995-01-01
Contour extraction from cardiac MRI studies using snakes (1995)

S. Ranganath

active contour model image processing data set cardiac magnetic resonance imaging spin echo +6 more

IEEE Transactions on Medical Imaging 230 citations Published 1995-01-01
Building a fuzzy expert system for electric load forecasting using a hybrid neural network (1995)

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

neuro fuzzy hybrid neural network adaptive neuro fuzzy inference system fuzzy logic artificial neural network +6 more

Expert Systems With Applications 20 citations Published 1995-01-01
Back-propagation neural networks for modeling complex systems (1995)

A.T.C. Goh

nervous system network models artificial neural network backpropagation complex systems engineering design process +6 more

Artificial Intelligence in Engineering 806 citations Published 1995-01-01
An integrated color-spatial approach to content-based image retrieval (1995)

Wynne Hsu S. T. Chua H. H. Pung

content based image retrieval automatic image annotation visual word image texture image retrieval +5 more

Proceedings of the third ACM international conference on Multimedia 305 citations Published 1995-01-01
Open problems in “systems that learn” (1994)

Mark Fulk Sanjay Jain Daniel N. Osherson

bounded function grammar decidability open system imperfect +3 more

Proceedings of the 30th IEEE symposium on Foundations of computer science archive 71 citations Published 1994-12-01
Edge detection using a neural network (1994)

V. Srinivasan P. Bhatia Sim Heng Ong

edge detection image processing artificial neural network detector encoder +6 more

Pattern Recognition 78 citations Published 1994-12-01
Forecasting daily load curves using a hybrid fuzzy-neural approach (1994)

D. Srinivasan A.C. Liew C.S. Chang

neuro fuzzy fuzzy number adaptive neuro fuzzy inference system defuzzification fuzzy set operations +6 more

IEE Proceedings - Generation, Transmission and Distribution 100 citations Published 1994-11-01
Dynamic construction and refinement of utility-based categorization models (1994)

Kim Leng Poh M.R. Fehling E.J. Horvitz

categorization knowledge representation and reasoning evidential reasoning approach influence diagram decision theory +6 more

systems man and cybernetics 17 citations Published 1994-11-01
Content-based retrieval of segmented images (1994)

T.-S. Chua S.-K. Lim H.-K. Pung

visual word image retrieval automatic image annotation image texture image segmentation +7 more

Proceedings of the second ACM international conference on Multimedia 149 citations Published 1994-10-15
On Monotonic Strategies for Learning r.e. Languages (1994)

Sanjay Jain Arun Sharma

formal language rule based machine translation language acquisition recursion inductive reasoning +6 more

AII '94 Proceedings of the 4th International Workshop on Analogical and Inductive Inference: Algorithmic Learning Theory 14 citations Published 1994-10-10
Understanding human motion patterns (1994)

Y. Guo G. Xu S. Tsuji

stick figure match moving silhouette motion analysis discrete fourier transform +6 more

Proceedings of the 12th IAPR International Conference on Pattern Recognition, Vol. 3 - Conference C: Signal Processing (Cat. No.94CH3440-5) 177 citations Published 1994-10-09
Relaxation labeling of Markov random fields (1994)

S.Z. Li Han Wang M. Petrou

markov random field maximum a posteriori estimation markov chain random field minification +7 more

Proceedings of 12th International Conference on Pattern Recognition 15 citations Published 1994-10-09
Finding the shortest route using cases, knowledge, and Djikstra's algorithm (1994)

Bing Liu Siew-Hwee Choo Shee-Ling Lok Sing-Meng Leong Soo-Chee Lee Foong-Ping Poon Hwee-Har Tan

k shortest path routing pathfinding shortest path problem dijkstra s algorithm graph theory +5 more

IEEE Intelligent Systems 24 citations Published 1994-10-01
Variable structure adaptive motion and force control of robot manipulators (1994)

Bin Yao S. P. Chan Danwei Wang

adaptive control variable structure control controller robotics robot +7 more

Automatica 64 citations Published 1994-09-01

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Using knowledge about the road network for route finding (1995)

Robust motion and force control of constrained manipulators by learning (1995)

Pattern recognition by homomorphic graph matching using Hopfield neural networks (1995)

Automatic extraction of characters in complex scene images (1995)

Use of a quasi-Newton method in a feedforward neural network construction algorithm (1995)

Training the neocognitron network using design of experiments (1995)

Contour extraction from cardiac MRI studies using snakes (1995)

Building a fuzzy expert system for electric load forecasting using a hybrid neural network (1995)

Back-propagation neural networks for modeling complex systems (1995)

An integrated color-spatial approach to content-based image retrieval (1995)

Open problems in “systems that learn” (1994)

Edge detection using a neural network (1994)

Forecasting daily load curves using a hybrid fuzzy-neural approach (1994)

Dynamic construction and refinement of utility-based categorization models (1994)

Content-based retrieval of segmented images (1994)

On Monotonic Strategies for Learning r.e. Languages (1994)

Understanding human motion patterns (1994)

Relaxation labeling of Markov random fields (1994)

Finding the shortest route using cases, knowledge, and Djikstra's algorithm (1994)

Variable structure adaptive motion and force control of robot manipulators (1994)