Ah Chung Tsoi

According to our database, Ah Chung Tsoi authored at least 143 papers between 1986 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SFRA: spatial fusion regression augmentation network for facial landmark detection.

Cheng Peng, Guo Dong Li, Kun Zou, Bo Wen Zhang, Sio-Long Lo, Ah Chung Tsoi

Multim. Syst., October, 2024

Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection.

Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang

IEEE Trans. Neural Networks Learn. Syst., September, 2024

On the effects of recursive convolutional layers in convolutional neural networks.

Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli

Neurocomputing, 2024

ConvNeXt-ECA: An Effective Encoder Network for Few-Shot Learning.

Cheng-Xue Lao, Ah Chung Tsoi, Roberto Bugiolacchi

IEEE Access, 2024

2023

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

Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis

IEEE Trans. Neural Networks Learn. Syst., March, 2023

Embedding the Self-Organisation of Deep Feature Maps in the Hamburger Framework can Yield Better and Interpretable Results.

Jack Humphreys, Markus Hagenbuchner, Zhiyong Wang, Ah Chung Tsoi

Proceedings of the International Joint Conference on Neural Networks, 2023

Going Deeper with Recursive Convolutional Layers.

Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli

Proceedings of the International Joint Conference on Neural Networks, 2023

Exploring the Role of Recursive Convolutional Layer in Generative Adversarial Networks.

Barbara Toniella Corradini, Paolo Andreini, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

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

Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

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

Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi

Neurocomputing, 2021

Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network.

Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang

CoRR, 2021

Topic-Guided Local-Global Graph Neural Network For Image Captioning.

Jichao Kan, Kun Hu, Zhiyong Wang, Qiuxia Wu, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

2020

Motion boundary emphasised optical flow method for human action recognition.

Cheng Peng, Haozhi Huang, Ah Chung Tsoi, Sio-Long Lo, Yun Liu, Ziyi Yang

IET Comput. Vis., 2020

Embedding of FRPN in CNN architecture.

Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Sequential Pattern Learning via Kernel Alignment.

Miao Cheng, Weibin Yang, Yonggang Li, Shichao Zhang, Ah Chung Tsoi, Yuan Yan Tang

Proceedings of the Eleventh International Conference on Advanced Computational Intelligence, 2019

2018

The Vapnik-Chervonenkis dimension of graph and recursive neural networks.

Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner

Neural Networks, 2018

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

Ayu Saraswati, Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi

Neural Networks, 2018

Human Action Segmentation Based on a Streaming Uniform Entropy Slice Method.

Cheng Peng, Sio-Long Lo, Jie Huang, Ah Chung Tsoi

IEEE Access, 2018

A Family of Maximum Margin Criterion for Adaptive Learning.

Miao Cheng, Zunren Liu, Hongwei Zou, Ah Chung Tsoi

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Video Summarization via Weighted Neighborhood Based Representation.

Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Ah Chung Tsoi, Dagan Feng

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Fractal dimension pattern-based multiresolution analysis for rough estimator of speaker-dependent audio emotion recognition.

Miao Cheng, Ah Chung Tsoi

Int. J. Wavelets Multiresolution Inf. Process., 2017

A fully recursive perceptron network architecture.

Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Shujia Zhang

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A novel object tracker designed based on a complementary framework.

Shixiong Zhang, Ah Chung Tsoi

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

2016

Multinomial Latent Logistic Regression for Image Understanding.

Zhe Xu, Zhibin Hong, Ya Zhang, Junjie Wu, Ah Chung Tsoi, Dacheng Tao

IEEE Trans. Image Process., 2016

Investigating the impact of frame rate towards robust human action recognition.

Fredro Harjanto, Zhiyong Wang, Shiyang Lu, Ah Chung Tsoi, David Dagan Feng

Signal Process., 2016

Mobile big data [Guest editorial].

Jun Guo, Mischa Dohler, Whoi-Yul Kim, Ah Chung Tsoi, Kan Zheng

IEEE Netw., 2016

Adaptive Training of Random Mapping for Data Quantization.

Miao Cheng, Ah Chung Tsoi

CoRR, 2016

A novel bagged particle filter for object tracking.

Haozhi Huang, Yanyan Liang, Ah Chung Tsoi, Sio-Long Lo, Alex Po Leung

Proceedings of the 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, 2016

High Resolution Self-organizing Maps.

Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

Where2Stand: A Human Position Recommendation System for Souvenir Photography.

Yinting Wang, Mingli Song, Dacheng Tao, Yong Rui, Jiajun Bu, Ah Chung Tsoi, Shaojie Zhuo, Ping Tan

ACM Trans. Intell. Syst. Technol., 2015

CRH: A simple benchmark approach to continuous hashing.

Miao Cheng, Ah Chung Tsoi

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014

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

Jia-Tao Zhang, Ah Chung Tsoi, Sio-Long Lo

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Superpixel appearance and motion descriptors for action recognition.

Xuan Dong, Ah Chung Tsoi, Sio-Long Lo

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

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

James Charters, Zhiyong Wang, Zheru Chi, Ah Chung Tsoi, David Dagan Feng

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Architectural Style Classification Using Multinomial Latent Logistic Regression.

Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi

Proceedings of the Computer Vision - ECCV 2014, 2014

Motion Boundary Trajectory for Human Action Recognition.

Sio-Long Lo, Ah Chung Tsoi

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Learning Structural Representations of Text Documents in Large Document Collections.

Ah Chung Tsoi, Markus Hagenbuchner, Milly Kc, Shujia Zhang

Proceedings of the Handbook on Neural Information Processing, 2013

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

Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner, Lucia Di Noi

Neural Networks, 2013

Cost-sensitive cascade graph neural networks.

Van Tuc Nguyen, Ah Chung Tsoi, Markus Hagenbuchner

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Human Action Recognition: A Dense Trajectory and Similarity Constrained Latent Support Vector Machine Approach.

Sio-Long Lo, Ah Chung Tsoi

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Neural Network Classification and Prior Class Probabilities.

Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles

Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

2011

Sparsity Issues in Self-Organizing-Maps for Structures.

Markus Hagenbuchner, Giovanni Da San Martino, Ah Chung Tsoi, Alessandro Sperduti

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010

Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks.

Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi

Proceedings of the Artificial Neural Networks, 2010

Sentence Extraction by Graph Neural Networks.

Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009

Unsupervised and Supervised Learning of Graph Domains.

Ah Chung Tsoi, Markus Hagenbuchner, Rowena Chau, Vincent C. S. Lee

Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009

Computational Capabilities of Graph Neural Networks.

Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini

IEEE Trans. Neural Networks, 2009

The Graph Neural Network Model.

Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini

IEEE Trans. Neural Networks, 2009

Graph self-organizing maps for cyclic and unbounded graphs.

Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi

Neurocomputing, 2009

Ranking Attack Graphs with Graph Neural Networks.

Liang Lu, Reihaneh Safavi-Naini, Markus Hagenbuchner, Willy Susilo, Jeffrey Horton, Sweah Liang Yong, Ah Chung Tsoi

Proceedings of the Information Security Practice and Experience, 2009

Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems.

Shujia Zhang, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi

Proceedings of the Focused Retrieval and Evaluation, 2009

A Machine Learning Approach to Link Prediction for Interlinked Documents.

Milly Kc, Rowena Chau, Markus Hagenbuchner, Ah Chung Tsoi, Vincent C. S. Lee

Proceedings of the Focused Retrieval and Evaluation, 2009

Projection of undirected and non-positional graphs using Self Organizing Maps.

Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

A ConceptLink Graph for Text Structure Mining.

Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent C. S. Lee

Proceedings of the Computer Science 2009, 2009

2008

A Balanced Approach to Multichannel Blind Deconvolution.

Ah Chung Tsoi, Liangsuo Ma

IEEE Trans. Circuits Syst. I Regul. Pap., 2008

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

Liangsuo Ma, Ah Chung Tsoi

Signal Image Video Process., 2008

Novel Fuzzy Logic Controllers with Self-Tuning Capability.

Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi

J. Comput., 2008

Quality Information Retrieval for the World Wide Web.

Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Self Organizing Maps for the Clustering of Large Sets of Labeled Graphs.

Shujia Zhang, Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti

Proceedings of the Advances in Focused Retrieval, 2008

Ranking Web Pages Using Machine Learning Approaches.

Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources.

Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Self-Organizing Maps for cyclic and unbounded graphs.

Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

A unified balanced approach to multichannel blind deconvolution.

Liangsuo Ma, Ah Chung Tsoi

Signal Image Video Process., 2007

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

Ah Chung Tsoi, Jeff McDonell, Andrew E. Treloar, Ian Atkinson

Int. J. Digit. Libr., 2007

Self-tuning PD+I fuzzy logic controller with minimum number of rules.

Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi

Proceedings of the IEEE International Conference on Systems, 2007

Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps.

Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti, Milly Kc

Proceedings of the Focused Access to XML Documents, 2007

2006

Computing customized page ranks.

Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli

ACM Trans. Internet Techn., 2006

Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms.

Chi-Sing Leung, Ah Chung Tsoi

Neural Comput. Appl., 2006

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

Liangsuo Ma, Ah Chung Tsoi

Neurocomputing, 2006

Document Mining Using Graph Neural Network.

Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori

Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

XML Document Mining Using Contextual Self-organizing Maps for Structures.

Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Alessandro Sperduti, Marco Gori

Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

Hierarchical Hidden Markov Models: An Application to Health Insurance Data.

Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner

Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

Collaboration Between China and Australia: An e-Water Workshop Report.

Ah Chung Tsoi

Proceedings of the Frontiers of WWW Research and Development, 2006

Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents.

Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005

Incremental training of support vector machines.

Alistair Shilton, Marimuthu Palaniswami, Daniel Ralph, Ah Chung Tsoi

IEEE Trans. Neural Networks, 2005

Pattern Discovery on Australian Medical Claims Data-A Systematic Approach.

Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner

IEEE Trans. Knowl. Data Eng., 2005

A supervised training algorithm for self-organizing maps for structures.

Markus Hagenbuchner, Ah Chung Tsoi

Pattern Recognit. Lett., 2005

Adaptive page ranking with neural networks.

Franco Scarselli, Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 14th international conference on World Wide Web, 2005

The WT10G dataset and the evolution of the web.

Wei-Tsen Milly Chiang, Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 14th international conference on World Wide Web, 2005

Graph Neural Networks for Ranking Web Pages.

Franco Scarselli, Sweah Liang Yong, Marco Gori, Markus Hagenbuchner, Ah Chung Tsoi, Marco Maggini

Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Clustering XML Documents Using Self-organizing Maps for Structures.

Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi, Francesca Trentini, Franco Scarselli, Marco Gori

Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

Contextual Processing of Graphs using Self-Organizing Maps.

Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

A Neural Network Approach to Web Graph Processing.

Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong

Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004

Computing personalized pageranks.

Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner

Proceedings of the 13th international conference on World Wide Web, 2004

Graphical-Based Learning Environments for Pattern Recognition.

Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner

Proceedings of the Structural, 2004

A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution.

Liangsuo Ma, Ah Chung Tsoi

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003

A self-organizing map for adaptive processing of structured data.

Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi

IEEE Trans. Neural Networks, 2003

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

Siu-Yeung Cho, Zheru Chi, Wan-Chi Siu, Ah Chung Tsoi

IEEE Trans. Neural Networks, 2003

Using attributed plex grammars for the generation of image and graph databases.

Markus Hagenbuchner, Marco Gori, Horst Bunke, Ah Chung Tsoi, Christophe Irniger

Pattern Recognit. Lett., 2003

Content-Based Image Retrieval with Relevance Feedback Using Adaptive Processing of Tree-Structure Image Representation.

Zhiyong Wang, Zheru Chi, David Dagan Feng, Ah Chung Tsoi

Int. J. Image Graph., 2003

Adaptive ranking of web pages.

Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini

Proceedings of the Twelfth International World Wide Web Conference, 2003

A Simple Focused Crawler.

Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli

Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Flexible multichannel blind deconvolution, an investigation.

Ah Chung Tsoi, Liangsuo Ma

Proceedings of the NNSP 2003, 2003

Blind deconvolution of dynamical systems using a balanced parameterized state space approach.

Ah Chung Tsoi, Liangsuo Ma

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

An introduction to learning in web domains.

Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2001

Nonlinear system modeling via knot-optimizing B-spline networks.

Ka Fai Cedric Yiu, Song Wang, Kok Lay Teo, Ah Chung Tsoi

IEEE Trans. Neural Networks, 2001

Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks.

Chi-Sing Leung, Ah Chung Tsoi, Lai-Wan Chan

IEEE Trans. Neural Networks, 2001

Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference.

C. Lee Giles, Steve Lawrence, Ah Chung Tsoi

Mach. Learn., 2001

A Supervised Self-Organizing Map for Structured Data.

Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti

Proceedings of the Advances in Self-Organising Maps, 2001

2000

Building MLP Networks by Construction.

Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Alternative discrete-time operators: an algorithm for optimal selection of parameters.

Andrew D. Back, Bill G. Horne, Ah Chung Tsoi, C. Lee Giles

IEEE Trans. Signal Process., 1999

A benchmark for testing adaptive systems on structured data.

Markus Hagenbuchner, Ah Chung Tsoi

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

1998

Comments on local minima free conditions in multilayer perceptrons.

Marco Gori, Ah Chung Tsoi

IEEE Trans. Neural Networks, 1998

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

Marco Gori, Franco Scarselli, Ah Chung Tsoi

IEEE Trans. Neural Networks, 1998

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

Franco Scarselli, Ah Chung Tsoi

Neural Networks, 1998

A Low Sensitivity Recurrent Neural Network.

Andrew D. Back, Ah Chung Tsoi

Neural Comput., 1998

1997

Nonlinear considerations in EEG signal classification.

Neep Hazarika, Ah Chung Tsoi, Alex A. Sergejew

IEEE Trans. Signal Process., 1997

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

Hans Christian Andersen, Ahmad Lotfi, Ah Chung Tsoi

IEEE Trans. Syst. Man Cybern. Part B, 1997

An evaluation of the neocognitron.

David R. Lovell, Thomas Downs, Ah Chung Tsoi

IEEE Trans. Neural Networks, 1997

Face recognition: a convolutional neural-network approach.

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, Andrew D. Back

IEEE Trans. Neural Networks, 1997

On the distribution of performance from multiple neural-network trials.

Steve Lawrence, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles

IEEE Trans. Neural Networks, 1997

Classification of EEG signals using the wavelet transform.

Neep Hazarika, Jean Zhu Chen, Ah Chung Tsoi, Alex A. Sergejew

Signal Process., 1997

A Reconfigurable Bit-Serial VLSI Systolic Array Neuro-Chip.

Paul J. Murtagh, Ah Chung Tsoi

J. Parallel Distributed Comput., 1997

Recurrent neural networks: A constructive algorithm, and its properties.

Ah Chung Tsoi, Shaohua Tan

Neurocomputing, 1997

Discrete time recurrent neural network architectures: A unifying review.

Ah Chung Tsoi, Andrew D. Back

Neurocomputing, 1997

Gradient Based Learning Methods.

Ah Chung Tsoi

Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Recurrent Neural Network Architectures: An Overview.

Ah Chung Tsoi

Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Rule inference for financial prediction using recurrent neural networks.

C. Lee Giles, Steve Lawrence, Ah Chung Tsoi

Proceedings of the IEEE/IAFE 1997 Computational Intelligence for Financial Engineering, 1997

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

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996

Learning fuzzy inference systems using an adaptive membership function scheme.

Ahmad Lotfi, Ah Chung Tsoi

IEEE Trans. Syst. Man Cybern. Part B, 1996

Matrix formulation of fuzzy rule-based systems.

Ahmad Lotfi, Hans Christian Andersen, Ah Chung Tsoi

IEEE Trans. Syst. Man Cybern. Part B, 1996

Interpretation preservation of adaptive fuzzy inference systems.

Ahmad Lotfi, Hans Christian Andersen, Ah Chung Tsoi

Int. J. Approx. Reason., 1996

Neural Network Classification and Prior Class Probabilities.

Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles

Proceedings of the Neural Networks: Tricks of the Trade, 1996

Correctness, efficiency, extendability and maintainability in neural network simulation.

Steve Lawrence, Ah Chung Tsoi, C. Lee Giles

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Local minima and generalization.

Steve Lawrence, Ah Chung Tsoi, C. Lee Giles

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Which classes of functions can a given multilayer perceptron approximate?

Marco Gori, Franco Scarselli, Ah Chung Tsoi

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Convolutional Neural Networks for Face Recognition.

Steve Lawrence, C. Lee Giles, Ah Chung Tsoi

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995

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

H. S. Lee, Ah Chung Tsoi

Speech Commun., 1995

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

Dogan Alpsan, Michael Towsey, Özcan Özdamar, Ah Chung Tsoi, Dhanjoo N. Ghista

Neural Networks, 1995

The Gamma MLP for Speech Phoneme Recognition.

Steve Lawrence, Ah Chung Tsoi, Andrew D. Back

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

1994

Locally recurrent globally feedforward networks: a critical review of architectures.

Ah Chung Tsoi, Andrew D. Back

IEEE Trans. Neural Networks, 1994

Single net indirect learning architecture.

Hans Christian Andersen, Fong Chwee Teng, Ah Chung Tsoi

IEEE Trans. Neural Networks, 1994

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

Andrew D. Back, Ah Chung Tsoi

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993

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

David R. Lovell, Ah Chung Tsoi, Tom Downs, Thomas H. Hildebrandt

IEEE Trans. Neural Networks, 1993

The relationship between a time-varying model of non-stationary signals and its Wigner distribution.

Lunji Qiu, Ah Chung Tsoi

Signal Process., 1993

A Simplified Gradient Algorithm for IIR Synapse Multilayer Perceptrons.

Andrew D. Back, Ah Chung Tsoi

Neural Comput., 1993

A Constructive Algorithm for the Training of a Multilayer Perceptron Based on the Genetic Algorithm.

Hans Christian Andersen, Ah Chung Tsoi

Complex Syst., 1993

Classification of Electroencephalogram Using Artificial Neural Networks.

Ah Chung Tsoi, D. S. C. So, Alex A. Sergejew

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Connectionist Modeling and Parallel Architectures.

Joachim Diederich, Ah Chung Tsoi

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992

An Adaptive Lattice Architecture for Dynamic Multilayer Perceptrons.

Andrew D. Back, Ah Chung Tsoi

Neural Comput., 1992

1991

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

Andrew D. Back, Ah Chung Tsoi

Neural Comput., 1991

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

Ah Chung Tsoi

Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990

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

Ah Chung Tsoi, R. A. Pearson

Proceedings of the Advances in Neural Information Processing Systems 3, 1990

1986

A Kalman filtering approach to short-time Fourier analysis.

Robert R. Bitmead, Ah Chung Tsoi, P. J. Parker

IEEE Trans. Acoust. Speech Signal Process., 1986