A. Tsoi

Ah Chung Tsoi, Liangsuo Ma, A. Tsoi, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Novel Fuzzy Logic Controllers with Self-Tuning Capability

Ahmad Lotfi, Ah Chung Tsoi, Fong Chwee Teng, 2008, J. Comput..

Interpretation preservation of adaptive fuzzy inference systems

Ahmad Lotfi, Ah Chung Tsoi, Hans Christian Andersen, 1996, Int. J. Approx. Reason..

Dataset acquisition, accessibility, annotation, e-research technologies (DART) project

Ah Chung Tsoi, Andrew E. Treloar, Ian Atkinson, 2007, International Journal on Digital Libraries.

High-resolution Self-Organizing Maps for advanced visualization and dimension reduction

Ah Chung Tsoi, Markus Hagenbuchner, Van Tuc Nguyen, 2018, Neural Networks.

Clustering XML Documents Using Self-organizing Maps for Structures

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2005, INEX.

Where2Stand: A Human Position Recommendation System for Souvenir Photography

Jiajun Bu, Ah Chung Tsoi, Ping Tan, 2015, ACM Trans. Intell. Syst. Technol..

A Simple Focused Crawler

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2003, The Web Conference.

Pattern discovery on Australian medical claim data - a systematic approach

Ah Chung Tsoi, Markus Hagenbuchner, Shu Zhang, 2005, IEEE Transactions on Knowledge and Data Engineering.

Incremental training of support vector machines

Marimuthu Palaniswami, Ah Chung Tsoi, Alistair Shilton, 2005, IEEE Transactions on Neural Networks.

Importance of membership functions: a comparative study on different learning methods for fuzzy inference systems

A. Tsoi, Ahmad Lotfi, 1994, Proceedings of 1994 IEEE 3rd International Fuzzy Systems Conference.

On the INFOMAX algorithm for blind signal separation

A. Tsoi, W. Siu, J. Chicharo, 2000, WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000.

Alternative discrete-time operators and their application to nonlinear models

C. Lee Giles, A. Tsoi, A. Back, 1997 .

Constrained pole-zero filters as discrete-time operators for system approximation

A. Tsoi, A. Back, 1995, Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing.

STATIC AND DYNAMIC PREPROCESSING METHODS IN NEURAL NETWORKS

A. Tsoi, A. Back, 1994 .

The Performance of the Neocognitron with Various S-Cell and C-CellTransfer

A. Tsoi, FunctionsDavid R. Lovell, 1992 .

Improving the Performance of the

A. Tsoi, NeocognitronDavid R. Lovell, Davidson Simon, 2007 .

From data to wisdom: pathways to successful data management for Australian science. Report of the working group on Data for Science to the Prime Minister's Science, Engineering and Innovation Council (PMSEIC)

R. Frost, A. C. Tsoi, R. Kotagiri, 2006 .

Markovian Analysis of EEG Signal Dynamics in Obsessive-Compulsive Disorder

Ah Chung Tsoi, A. Tsoi, A. Sergejew, 1996 .

Several Aspects of Pruning Methods inRecursive Least Square Algorithms for

A. Tsoi, L. Chan, N. Leung, 1997 .

Formulation of Fuzzy Rule-Based Systems

A. Tsoi, H. Andersen, A. Lotfi, 2012 .

Constrained adaptive fuzzy inference systems

Ahmad Lotfi, Ah Chung Tsoi, H. C. Andersen, 1995 .

Proceedings of the APWeb/WAIM 2007 DBMAN, WebETrends, PAIS and ASWAN international workshops on Advances in Web and Network Technologies, and Information Management

Wei Wang, Ah Chung Tsoi, Haixun Wang, 2007 .

Adaptive membership function scheme for fuzzy inference systems

Ahmad Lotfi, Ah Chung Tsoi, A. Tsoi, 1993 .

Wet ink deposit feature extraction for screen printing process modelling

Ahmad Lotfi, Ah Chung Tsoi, E Lai, 1997 .

Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2007 International Workshops: DBMAN 2007, WebETrends 2007, PAIS 2007 and ASWAN 2007, Huang Shan, China, June 16-18, 2007, Proceedings

Ah Chung Tsoi, Haixun Wang, Wei Wang, 2007, APWeb/WAIM Workshops.

Sequential Pattern Learning via Kernel Alignment

Yuan Yan Tang, Ah Chung Tsoi, Shichao Zhang, 2019, 2019 Eleventh International Conference on Advanced Computational Intelligence (ICACI).

Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network pdf

Ah Chung Tsoi, Markus Hagenbuchner, Zhiyong Wang, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection

A. Tsoi, M. Hagenbuchner, Bennamoun, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Redundant rule elimination using an adaptive membership function scheme through expert knowledge and exemplars

Ahmad Lotfi, Ah Chung Tsoi, A. Tsoi, 1993 .

Towards matrix formulation of fuzzy rule-based systems

Ahmad Lotfi, Ah Chung Tsoi, H. C. Andersen, 1994 .

An introduction to learning in web domains

Ah Chung Tsoi, Franco Scarselli, Marco Gori, 2003, ESANN.

A Comparison of Transfer Functions for Feature Extracting Layers inthe

A. Tsoi, NeocognitronDavid R. Lovell, T. DownsDepartment, 1992 .

Investigation into the application of graph neural networks to large-scale recommender systems

Franco Scarselli, Markus Hagenbuchner, Marco Gori, 2006 .

Special issue on recurrent neural networks for sequence processing

Ah Chung Tsoi, Marco Gori, Raymond L. Watrous, 1997 .

Research Online Research Online The graph neural network model The graph neural network model

A. Tsoi, F. Scarselli, M. Gori, 2022 .

A fully recursive perceptron network architecture

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

A new approach to adaptive fuzzy control: the controller output error method

A. C. Tsoi, H. C. Andersen, A. Lotfi, 1997, IEEE Trans. Syst. Man Cybern. Part B.

A variational Bayesian approach to number of sources estimation for multichannel blind deconvolution

Ah Chung Tsoi, Liangsuo Ma, A. Tsoi, 2008, Signal Image Video Process..

Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2010, ICANN.

Comparison of Three Classification Techniques: CART, C4.5 and Multi-Layer Perceptrons

Ah Chung Tsoi, R. A. Pearson, A. Tsoi, 1990, NIPS.

On the distribution of performance from multiple neural-network trials

Ah Chung Tsoi, Andrew D. Back, C. Lee Giles, 1997, IEEE Trans. Neural Networks.

Efficacy of modified backpropagation and optimisation methods on a real-world medical problem

Ah Chung Tsoi, Dhanjoo N. Ghista, Michael W. Towsey, 1995, Neural Networks.

A Balanced Approach to Multichannel Blind Deconvolution

Ah Chung Tsoi, Liangsuo Ma, A. Tsoi, 2008, IEEE Transactions on Circuits and Systems I: Regular Papers.

Balanced parameterization of multichannel blind deconvolutive systems: A continuous time realization

Liangsuo Ma, Ah Chung Tsoi, A. Tsoi, 2006, Neurocomputing.

A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution

Ah Chung Tsoi, Liangsuo Ma, A. Tsoi, 2004, ICA.

Gradient Based Learning Methods

Ah Chung Tsoi, A. Tsoi, 1997, Summer School on Neural Networks.

Recurrent Neural Network Architectures: An Overview

Ah Chung Tsoi, A. Tsoi, 1997, Summer School on Neural Networks.

Discrete time recurrent neural network architectures: A unifying review

Ah Chung Tsoi, Andrew D. Back, A. Tsoi, 1997, Neurocomputing.

Matrix formulation of fuzzy rule-based systems

Ahmad Lotfi, Ah Chung Tsoi, Hans Christian Andersen, 1996, IEEE Trans. Syst. Man Cybern. Part B.

Extension of the Dahlin-Higham controller to multivariable systems with time delays

Gerard Ledwich, F. C. Teng, A. C. Tsoi, 1994 .

Nonlinear system modeling via knot-optimizing B-spline networks

Kok Lay Teo, Ah Chung Tsoi, Song Wang, 2001, IEEE Trans. Neural Networks.

Application of Neural Network Methodology to the Modelling of the Yield Strength in a Steel Rolling Plate Mill

Ah Chung Tsoi, A. Tsoi, 1991, NIPS.

Solving graph data issues using a layered architecture approach with applications to web spam detection

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2013, Neural Networks.

An evaluation of the neocognitron

Ah Chung Tsoi, David R. Lovell, Thomas Downs, 1997, IEEE Trans. Neural Networks.

Comments on 'Optimal training of thresholded linear correlation classifiers' [with reply]

Ah Chung Tsoi, Thomas H. Hildebrandt, Tom Downs, 1993, IEEE Trans. Neural Networks.

Improving the Performance of the Neocognitron

Ah Chung Tsoi, David R. Lovell, A. Tsoi, 1993 .

A unified balanced approach to multichannel blind deconvolution

Ah Chung Tsoi, Liangsuo Ma, A. Tsoi, 2007, Signal Image Video Process..

Learning fuzzy inference systems using an adaptive membership function scheme

Ahmad Lotfi, Ah Chung Tsoi, A. Tsoi, 1996, IEEE Trans. Syst. Man Cybern. Part B.

The Vapnik-Chervonenkis dimension of graph and recursive neural networks

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2018, Neural Networks.

A supervised self-organizing map for structures

Ah Chung Tsoi, M. Hagenbuchner, A. Tsoi, 2004, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541).

Relationship between time-varying higher order statistics and a time-varying moving average model

Ah Chung Tsoi, Lunji Qiu, A. Tsoi, 1995, Proceedings of IECON '95 - 21st Annual Conference on IEEE Industrial Electronics.

Face Recognition: A Hybrid Neural Network Approach

Ah Chung Tsoi, Andrew D. Back, C. Lee Giles, 1998 .

Universal Approximation Using Feedforward Neural Networks: A Survey of Some Existing Methods, and Some New Results

Ah Chung Tsoi, Franco Scarselli, A. Tsoi, 1998, Neural Networks.

Classification of EEG signals using the wavelet transform

A. Tsoi, A. Sergejew, N. Hazarika, 1997 .

Classification of EEG signals using the wavelet transform

Ah Chung Tsoi, Neep Hazarika, Alex A. Sergejew, 1997, Proceedings of 13th International Conference on Digital Signal Processing.

A Comparison of Discrete-Time Operator Models and for Nonlinear System Identification

Ah Chung Tsoi, Andrew D. Back, A. Tsoi, 1994, NIPS.

A unifying view of some training algorithms for multilayer perceptrons with FIR filter synapses

Ah Chung Tsoi, Andrew D. Back, Eric A. Wan, 1994, Proceedings of IEEE Workshop on Neural Networks for Signal Processing.

FIR and IIR Synapses, a New Neural Network Architecture for Time Series Modeling

Ah Chung Tsoi, Andrew D. Back, A. Tsoi, 1991, Neural Computation.

Nonlinear considerations in EEG signal classification

Ah Chung Tsoi, Neep Hazarika, Alex A. Sergejew, 1997, IEEE Trans. Signal Process..

A Study on the effects of recursive convolutional layers in convolutional neural networks

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2021, Neurocomputing.

EAGLE: A novel descriptor for identifying plant species using leaf lamina vascular features

Ah Chung Tsoi, Zheru Chi, David Dagan Feng, 2014, 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW).

Graphical-Based Learning Environments for Pattern Recognition

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2004, SSPR/SPR.

Scale Invariant Feature Transform Flow trajectory approach with applications to human action recognition

Ah Chung Tsoi, Sio-Long Lo, Jia-Tao Zhang, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

A self-organizing map for adaptive processing of structured data

Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti, 2003, IEEE Trans. Neural Networks.

Learning Structural Representations of Text Documents in Large Document Collections

Ah Chung Tsoi, Markus Hagenbuchner, Shujia Zhang, 2013, Handbook on Neural Information Processing.

Fast and accurate dose predictions for novel radiotherapy treatments in heterogeneous phantoms using conditional 3D-UNet generative adversarial networks.

A. Tsoi, M. Hagenbuchner, O. Nackenhorst, 2022, Medical physics.

Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference

Ah Chung Tsoi, C. Lee Giles, Steve Lawrence, 2001, Machine Learning.

Sentence Extraction by Graph Neural Networks

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2010, ICANN.

Blind deconvolution of signals using a complex recurrent network

Ah Chung Tsoi, Andrew D. Back, A. Tsoi, 1994, Proceedings of IEEE Workshop on Neural Networks for Signal Processing.

Architectural Style Classification Using Multinomial Latent Logistic Regression

Junjie Wu, Ah Chung Tsoi, Ya Zhang, 2014, ECCV.

Lessons in Neural Network Training: Overfitting May be Harder than Expected

Ah Chung Tsoi, C. Lee Giles, Steve Lawrence, 1997, AAAI/IAAI.

A Reconfigurable Bit-Serial VLSI Systolic Array Neuro-Chip

Ah Chung Tsoi, Paul J. Murtagh, A. Tsoi, 1997, J. Parallel Distributed Comput..

Bit-serial systolic array implementation of a multilayer perceptron

A. C. Tsoi, P. Murtagh, N. Bergmann, 1993 .

Recurrent neural networks: A constructive algorithm, and its properties

Ah Chung Tsoi, Shaohua Tan, A. Tsoi, 1997, Neurocomputing.

Neural Network Classification and Prior Class Probabilities

Ah Chung Tsoi, Andrew D. Back, C. Lee Giles, 1996, Neural Networks: Tricks of the Trade.

A Neural Network Approach to Web Graph Processing

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2005, APWeb.

Unsupervised and Supervised Learning of Graph Domains

Ah Chung Tsoi, Markus Hagenbuchner, Rowena Chau, 2009, Innovations in Neural Information Paradigms and Applications.

A Family of Maximum Margin Criterion for Adaptive Learning

Ah Chung Tsoi, Miao Cheng, Hongwei Zou, 2018, ICONIP.

A Simplified Gradient Algorithm for IIR Synapse Multilayer Perceptrons

Ah Chung Tsoi, Andrew D. Back, A. Tsoi, 1993, Neural Computation.

Data driven encoding of structures and link predictions in large Xml document collections

Ah Chung Tsoi, Markus Hagenbuchner, Shujia Zhang, 2012 .

A novel object tracker designed based on a complementary framework

Ah Chung Tsoi, Shixiong Zhang, A. Tsoi, 2017, 2017 IEEE International Conference on Multimedia & Expo Workshops (ICMEW).

Comments on local minima free conditions in multilayer perceptrons

Ah Chung Tsoi, Marco Gori, A. Tsoi, 1998, IEEE Trans. Neural Networks.

Motion Boundary Trajectory for Human Action Recognition

Ah Chung Tsoi, Sio-Long Lo, A. Tsoi, 2014, ACCV Workshops.

Hierarchical Hidden Markov Models: An Application to Health Insurance Data

Ah Chung Tsoi, Markus Hagenbuchner, Shu Zhang, 2006, Selected Papers from AusDM.

An improved algorithm for learning long-term dependency problems in adaptive processing of data structures

Ah Chung Tsoi, Wan-Chi Siu, Zheru Chi, 2003, IEEE Trans. Neural Networks.

Computing customized page ranks

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2006, TOIT.

Classification of Electroencephalogram Using Artificial Neural Networks

A. Tsoi, D. S. C. So, A. Sergejew, 1993, NIPS.

Motion boundary emphasised optical flow method for human action recognition

Ah Chung Tsoi, Cheng Peng, Sio-Long Lo, 2020, IET Comput. Vis..

CRH: A simple benchmark approach to continuous hashing

Ah Chung Tsoi, Miao Cheng, A. Tsoi, 2015, 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Contextual Processing of Graphs using Self-Organizing Maps

Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti, 2005, ESANN.

Noisy Time Series Prediction using Symbolic Representation and Recurrent Neural Network Grammatical Inference

Ah Chung Tsoi, C. Lee Giles, Steve Lawrence, 1998 .

On the closure of the set of functions that can be realized by a given multilayer perceptron

Ah Chung Tsoi, Franco Scarselli, Marco Gori, 1998, IEEE Trans. Neural Networks.

Which classes of functions can a given multilayer perceptron approximate?

Ah Chung Tsoi, Marco Gori, F. Scarselli, 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

Graph self-organizing maps for cyclic and unbounded graphs

A. Tsoi, M. Hagenbuchner, A. Sperduti, 2009, Neurocomputing.

A Machine Learning Approach to Link Prediction for Interlinked Documents

Ah Chung Tsoi, Markus Hagenbuchner, Rowena Chau, 2009, INEX.

Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps

Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti, 2008, INEX.

A Supervised Self-Organizing Map for Structured Data

Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti, 2001, WSOM.

Correctness, efficiency, extendability and maintainability in neural network simulation

Ah Chung Tsoi, C. L. Giles, Steve Lawrence, 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

Ranking Attack Graphs with Graph Neural Networks

Ah Chung Tsoi, Markus Hagenbuchner, Reihaneh Safavi-Naini, 2009, ISPEC.

A Low-Sensitivity Recurrent Neural Network

Ah Chung Tsoi, Andrew D. Back, A. Tsoi, 1998, Neural Computation.

Adaptive page ranking with neural networks

Ah Chung Tsoi, Franco Scarselli, Markus Hagenbuchner, 2005, WWW '05.

Application of multi-layer perceptron in estimating speech/noise characteristics for speech recognition in noisy environment

H. S. Lee, A. C. Tsoi, H. S. Lee, 1995, Speech Commun..

Where2Stand

A. Tsoi, Y. Rui, D. Tao, 2015, ACM Trans. Intell. Syst. Technol..

Video Summarization via Weighted Neighborhood Based Representation

Shaohui Mei, Ah Chung Tsoi, David Dagan Feng, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

Recursive algorithms for principal component extraction

Kwok-Wo Wong, Andrew Chi-Sing Leung, Ah Chung Tsoi, 1997 .

Face Recognition : A Convolutional Neural Network Approach

A. Tsoi, Steve Lawrence, 1997 .

A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources

Ah Chung Tsoi, Markus Hagenbuchner, Milly Kc, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.