D-Index & Metrics Best Publications

Ah Chung Tsoi

University of Wollongong
Australia

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Computer Science D-index 33 Citations 14,382 214 World Ranking 8280 National Ranking 234

Overview

What is he best known for?

The fields of study Ah Chung Tsoi is best known for:

Artificial neural network
Control engineering
Fuzzy control system

In his papers, Ah Chung Tsoi integrates diverse fields, such as Artificial neural network and Gradient descent. Ah Chung Tsoi connects Gradient descent with Artificial neural network in his research. His Control (management) study frequently draws connections to adjacent fields such as Artificial intelligence. His Artificial intelligence study frequently draws parallels with other fields, such as Control theory (sociology). His Control theory (sociology) study typically links adjacent topics like Control (management). In his works, Ah Chung Tsoi performs multidisciplinary study on Control engineering and Feed forward. While working in this field, Ah Chung Tsoi studies both Feed forward and Control engineering. He integrates many fields, such as Function (biology) and Evolutionary biology, in his works. He performs multidisciplinary study in the fields of Evolutionary biology and Function (biology) via his papers.

His most cited work include:

FIR and IIR Synapses, a New Neural Network Architecture for Time Series Modeling (199 citations)
Learning fuzzy inference systems using an adaptive membership function scheme (61 citations)
A new approach to adaptive fuzzy control: the controller output error method (55 citations)

What are the main themes of his work throughout his whole career to date

His work often combines Artificial intelligence and Software engineering studies. Ah Chung Tsoi combines Software engineering and Artificial intelligence in his research. In his research, Ah Chung Tsoi undertakes multidisciplinary study on Artificial neural network and Gradient descent. Ah Chung Tsoi incorporates Gradient descent and Artificial neural network in his research. His Control (management) study frequently links to related topics such as Control theory (sociology). Control theory (sociology) connects with themes related to Control (management) in his study. He merges Mathematical analysis with Applied mathematics in his study. In his works, Ah Chung Tsoi undertakes multidisciplinary study on Applied mathematics and Mathematical analysis. Ah Chung Tsoi integrates many fields, such as Algorithm and Machine learning, in his works.

Ah Chung Tsoi most often published in these fields:

Artificial intelligence (93.33%)
Artificial neural network (60.00%)
Control (management) (40.00%)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

The Graph Neural Network Model

F. Scarselli;M. Gori;Ah Chung Tsoi;M. Hagenbuchner.
IEEE Transactions on Neural Networks (2009)

3780 Citations

Face recognition: a convolutional neural-network approach

S. Lawrence;C.L. Giles;Ah Chung Tsoi;A.D. Back.
IEEE Transactions on Neural Networks (1997)

3769 Citations

Universal approximation using feedforward neural networks: a survey of some existing methods, and some new results

Franco Scarselli;Ah Chung Tsoi.
Neural Networks (1998)

623 Citations

Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference

C. Lee Giles;Steve Lawrence;Ah Chung Tsoi.
Machine Learning (2001)

521 Citations

Classification of EEG signals using the wavelet transform

Neep Hazarika;Jean Zhu Chen;Ah Chung Tsoi;Alex Sergejew.
Signal Processing (1997)

487 Citations

Locally recurrent globally feedforward networks: a critical review of architectures

Ah Chung Tsoi;A.D. Back.
IEEE Transactions on Neural Networks (1994)

408 Citations

What Size Neural Network Gives Optimal Generalization? Convergence Properties of Backpropagation

Steve Lawrence;C. Lee Giles;Ah Chung Tsoi.
(1998)

371 Citations

Lessons in neural network training: overfitting may be harder than expected

Steve Lawrence;C. Lee Giles;Ah Chung Tsoi.
national conference on artificial intelligence (1997)

369 Citations

Fir and iir synapses, a new neural network architecture for time series modeling

A. D. Back;A. C. Tsoi.
Neural Computation (1991)

314 Citations

Incremental training of support vector machines

A. Shilton;M. Palaniswami;D. Ralph;Ah Chung Tsoi.
IEEE Transactions on Neural Networks (2005)

261 Citations

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Ah Chung Tsoi

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Overview

What is he best known for?

The fields of study Ah Chung Tsoi is best known for:

His most cited work include:

What are the main themes of his work throughout his whole career to date

Ah Chung Tsoi most often published in these fields:

Best Publications

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