Ah Chung Tsoi

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 27

Top Venues

Publications

Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli
On the effects of recursive convolutional layers in convolutional neural networks. Neurocomputing 591 (2024)
Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Jack Humphreys, Markus Hagenbuchner, Zhiyong Wang, Ah Chung Tsoi
Embedding the Self-Organisation of Deep Feature Maps in the Hamburger Framework can Yield Better and Interpretable Results. IJCNN (2023)
Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli
Going Deeper with Recursive Convolutional Layers. IJCNN (2023)
Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang
Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network. WACV (2022)
Jichao Kan, Kun Hu, Zhiyong Wang, Qiuxia Wu, Markus Hagenbuchner, Ah Chung Tsoi
Topic-Guided Local-Global Graph Neural Network For Image Captioning. ICME Workshops (2021)
Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
A Study on the effects of recursive convolutional layers in convolutional neural networks. Neurocomputing 460 (2021)
Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamounm, Zhiyong Wang
Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network. CoRR (2021)
Cheng Peng, Haozhi Huang, Ah Chung Tsoi, Sio-Long Lo, Yun Liu, Ziyi Yang
Motion boundary emphasised optical flow method for human action recognition. IET Comput. Vis. 14 (6) (2020)
Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
Embedding of FRPN in CNN architecture. CoRR (2020)
Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
Embedding of FRPN in CNN architecture. ESANN (2020)
Miao Cheng, Weibin Yang, Yonggang Li, Shichao Zhang, Ah Chung Tsoi, Yuan Yan Tang
Sequential Pattern Learning via Kernel Alignment. ICACI (2019)
Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner
The Vapnik-Chervonenkis dimension of graph and recursive neural networks. Neural Networks 108 (2018)
Miao Cheng, Ah Chung Tsoi
CRH: A Simple Benchmark Approach to Continuous Hashing. CoRR (2018)
Miao Cheng, Zunren Liu, Hongwei Zou, Ah Chung Tsoi
A Family of Maximum Margin Criterion for Adaptive Learning. ICONIP (3) (2018)
Cheng Peng, Sio-Long Lo, Jie Huang, Ah Chung Tsoi
Human Action Segmentation Based on a Streaming Uniform Entropy Slice Method. IEEE Access 6 (2018)
Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Ah Chung Tsoi, Dagan Feng
Video Summarization via Weighted Neighborhood Based Representation. ICIP (2018)
Miao Cheng, Zunren Liu, Hongwei Zou, Ah Chung Tsoi
A Family of Maximum Margin Criterion for Adaptive Learning. CoRR (2018)
Ayu Saraswati, Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi
High-resolution Self-Organizing Maps for advanced visualization and dimension reduction. Neural Networks 105 (2018)
Miao Cheng, Ah Chung Tsoi
Fractal dimension pattern-based multiresolution analysis for rough estimator of speaker-dependent audio emotion recognition. Int. J. Wavelets Multiresolution Inf. Process. 15 (5) (2017)
Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Shujia Zhang
A fully recursive perceptron network architecture. SSCI (2017)
Shixiong Zhang, Ah Chung Tsoi
A novel object tracker designed based on a complementary framework. ICME Workshops (2017)
Zhe Xu, Zhibin Hong, Ya Zhang, Junjie Wu, Ah Chung Tsoi, Dacheng Tao
Multinomial Latent Logistic Regression for Image Understanding. IEEE Trans. Image Process. 25 (2) (2016)
Miao Cheng, Ah Chung Tsoi
Adaptive Training of Random Mapping for Data Quantization. CoRR (2016)
Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi
High Resolution Self-organizing Maps. Australasian Conference on Artificial Intelligence (2016)
Fredro Harjanto, Zhiyong Wang, Shiyang Lu, Ah Chung Tsoi, David Dagan Feng
Investigating the impact of frame rate towards robust human action recognition. Signal Process. 124 (2016)
Haozhi Huang, Yanyan Liang, Ah Chung Tsoi, Sio-Long Lo, Alex Po Leung
A novel bagged particle filter for object tracking. VRCAI (2016)
Miao Cheng, Ah Chung Tsoi
CRH: A simple benchmark approach to continuous hashing. GlobalSIP (2015)
Yinting Wang, Mingli Song, Dacheng Tao, Yong Rui, Jiajun Bu, Ah Chung Tsoi, Shaojie Zhuo, Ping Tan
Where2Stand: A Human Position Recommendation System for Souvenir Photography. ACM Trans. Intell. Syst. Technol. 7 (1) (2015)
Jia-Tao Zhang, Ah Chung Tsoi, Sio-Long Lo
Scale Invariant Feature Transform Flow trajectory approach with applications to human action recognition. IJCNN (2014)
Sio-Long Lo, Ah Chung Tsoi
Motion Boundary Trajectory for Human Action Recognition. ACCV Workshops (1) (2014)
James Charters, Zhiyong Wang, Zheru Chi, Ah Chung Tsoi, David Dagan Feng
EAGLE: A novel descriptor for identifying plant species using leaf lamina vascular features. ICME Workshops (2014)
Xuan Dong, Ah Chung Tsoi, Sio-Long Lo
Superpixel appearance and motion descriptors for action recognition. IJCNN (2014)
Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi
Architectural Style Classification Using Multinomial Latent Logistic Regression. ECCV (1) (2014)
Van Tuc Nguyen, Ah Chung Tsoi, Markus Hagenbuchner
Cost-sensitive cascade graph neural networks. ESANN (2013)
Sio-Long Lo, Ah Chung Tsoi
Human Action Recognition: A Dense Trajectory and Similarity Constrained Latent Support Vector Machine Approach. ACPR (2013)
Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner, Lucia Di Noi
Solving graph data issues using a layered architecture approach with applications to web spam detection. Neural Networks 48 (2013)
Markus Hagenbuchner, Giovanni Da San Martino, Ah Chung Tsoi, Alessandro Sperduti
Sparsity Issues in Self-Organizing-Maps for Structures. ESANN (2011)
Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks. ICANN (2) (2010)
Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
Sentence Extraction by Graph Neural Networks. ICANN (3) (2010)
Shujia Zhang, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems. INEX (2009)
Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti
Projection of undirected and non-positional graphs using Self Organizing Maps. ESANN (2009)
Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini
The Graph Neural Network Model. IEEE Trans. Neural Networks 20 (1) (2009)
Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent C. S. Lee
A ConceptLink Graph for Text Structure Mining. ACSC (2009)
Liang Lu, Reihaneh Safavi-Naini, Markus Hagenbuchner, Willy Susilo, Jeffrey Horton, Sweah Liang Yong, Ah Chung Tsoi
Ranking Attack Graphs with Graph Neural Networks. ISPEC (2009)
Milly Kc, Rowena Chau, Markus Hagenbuchner, Ah Chung Tsoi, Vincent C. S. Lee
A Machine Learning Approach to Link Prediction for Interlinked Documents. INEX (2009)
Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi
Graph self-organizing maps for cyclic and unbounded graphs. Neurocomputing 72 (7-9) (2009)
Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini
Computational Capabilities of Graph Neural Networks. IEEE Trans. Neural Networks 20 (1) (2009)
Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi
Ranking Web Pages Using Machine Learning Approaches. Web Intelligence/IAT Workshops (2008)
Shujia Zhang, Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti
Self Organizing Maps for the Clustering of Large Sets of Labeled Graphs. INEX (2008)
Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi
Self-Organizing Maps for cyclic and unbounded graphs. ESANN (2008)
Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi
A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources. Web Intelligence/IAT Workshops (2008)
Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi
Quality Information Retrieval for the World Wide Web. Web Intelligence (2008)
Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi
Novel Fuzzy Logic Controllers with Self-Tuning Capability. J. Comput. 3 (11) (2008)
Ah Chung Tsoi, Liangsuo Ma
A Balanced Approach to Multichannel Blind Deconvolution. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2008)
Liangsuo Ma, Ah Chung Tsoi
A variational Bayesian approach to number of sources estimation for multichannel blind deconvolution. Signal Image Video Process. 2 (2) (2008)
Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi
Self-tuning PD+I fuzzy logic controller with minimum number of rules. SMC (2007)
Ah Chung Tsoi, Jeff McDonell, Andrew E. Treloar, Ian Atkinson
Dataset acquisition, accessibility, annotation, e-research technologies (DART) project. Int. J. Digit. Libr. 7 (1-2) (2007)
Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti, Milly Kc
Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps. INEX (2007)
Liangsuo Ma, Ah Chung Tsoi
A unified balanced approach to multichannel blind deconvolution. Signal Image Video Process. 1 (4) (2007)
Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli
Computing customized page ranks. ACM Trans. Internet Techn. 6 (4) (2006)
Liangsuo Ma, Ah Chung Tsoi
Balanced parameterization of multichannel blind deconvolutive systems: A continuous time realization. Neurocomputing 70 (1-3) (2006)
Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Alessandro Sperduti, Marco Gori
XML Document Mining Using Contextual Self-organizing Maps for Structures. INEX (2006)
Chi-Sing Leung, Ah Chung Tsoi
Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms. Neural Comput. Appl. 15 (1) (2006)
Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti
Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents. ADMA (2006)
Ah Chung Tsoi
Collaboration Between China and Australia: An e-Water Workshop Report. APWeb (2006)
Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori
Document Mining Using Graph Neural Network. INEX (2006)
Alistair Shilton, Marimuthu Palaniswami, Daniel Ralph, Ah Chung Tsoi
Incremental training of support vector machines. IEEE Trans. Neural Networks 16 (1) (2005)
Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong
A Neural Network Approach to Web Graph Processing. APWeb (2005)
Wei-Tsen Milly Chiang, Markus Hagenbuchner, Ah Chung Tsoi
The WT10G dataset and the evolution of the web. WWW (Special interest tracks and posters) (2005)
Franco Scarselli, Sweah Liang Yong, Marco Gori, Markus Hagenbuchner, Ah Chung Tsoi, Marco Maggini
Graph Neural Networks for Ranking Web Pages. Web Intelligence (2005)
Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi
Contextual Processing of Graphs using Self-Organizing Maps. ESANN (2005)
Markus Hagenbuchner, Ah Chung Tsoi
A supervised training algorithm for self-organizing maps for structures. Pattern Recognit. Lett. 26 (12) (2005)
Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi, Francesca Trentini, Franco Scarselli, Marco Gori
Clustering XML Documents Using Self-organizing Maps for Structures. INEX (2005)
Franco Scarselli, Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi
Adaptive page ranking with neural networks. WWW (Special interest tracks and posters) (2005)
Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner
Pattern Discovery on Australian Medical Claims Data-A Systematic Approach. IEEE Trans. Knowl. Data Eng. 17 (10) (2005)
Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner
Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR (2004)
Liangsuo Ma, Ah Chung Tsoi
A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution. ICA (2004)
Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner
Computing personalized pageranks. WWW (Alternate Track Papers & Posters) (2004)
Ah Chung Tsoi, Liangsuo Ma
Blind deconvolution of dynamical systems using a balanced parameterized state space approach. ICASSP (4) (2003)
Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli
A Simple Focused Crawler. WWW (Posters) (2003)
Markus Hagenbuchner, Marco Gori, Horst Bunke, Ah Chung Tsoi, Christophe Irniger
Using attributed plex grammars for the generation of image and graph databases. Pattern Recognit. Lett. 24 (8) (2003)
Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini
Adaptive ranking of web pages. WWW (2003)
Siu-Yeung Cho, Zheru Chi, Wan-Chi Siu, Ah Chung Tsoi
An improved algorithm for learning long-term dependency problems in adaptive processing of data structures. IEEE Trans. Neural Networks 14 (4) (2003)
Zhiyong Wang, Zheru Chi, David Dagan Feng, Ah Chung Tsoi
Content-Based Image Retrieval with Relevance Feedback Using Adaptive Processing of Tree-Structure Image Representation. Int. J. Image Graph. 3 (1) (2003)
Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi
An introduction to learning in web domains. ESANN (2003)
Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi
A self-organizing map for adaptive processing of structured data. IEEE Trans. Neural Networks 14 (3) (2003)
Ah Chung Tsoi, Liangsuo Ma
Flexible multichannel blind deconvolution, an investigation. NNSP (2003)
Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti
A Supervised Self-Organizing Map for Structured Data. WSOM (2001)
Ka Fai Cedric Yiu, Song Wang, Kok Lay Teo, Ah Chung Tsoi
Nonlinear system modeling via knot-optimizing B-spline networks. IEEE Trans. Neural Networks 12 (5) (2001)
C. Lee Giles, Steve Lawrence, Ah Chung Tsoi
Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Mach. Learn. 44 (1/2) (2001)
Chi-Sing Leung, Ah Chung Tsoi, Lai-Wan Chan
Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks. IEEE Trans. Neural Networks 12 (6) (2001)
Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli
Building MLP Networks by Construction. IJCNN (4) (2000)
Markus Hagenbuchner, Ah Chung Tsoi
A benchmark for testing adaptive systems on structured data. ESANN (1999)
Andrew D. Back, Bill G. Horne, Ah Chung Tsoi, C. Lee Giles
Alternative discrete-time operators: an algorithm for optimal selection of parameters. IEEE Trans. Signal Process. 47 (9) (1999)
Marco Gori, Franco Scarselli, Ah Chung Tsoi
On the closure of the set of functions that can be realized by a given multilayer perceptron. IEEE Trans. Neural Networks 9 (6) (1998)
Marco Gori, Ah Chung Tsoi
Comments on local minima free conditions in multilayer perceptrons. IEEE Trans. Neural Networks 9 (5) (1998)
Andrew D. Back, Ah Chung Tsoi
A Low Sensitivity Recurrent Neural Network. Neural Comput. 10 (1) (1998)
Franco Scarselli, Ah Chung Tsoi
Universal Approximation Using Feedforward Neural Networks: A Survey of Some Existing Methods, and Some New Results. Neural Networks 11 (1) (1998)
Paul J. Murtagh, Ah Chung Tsoi
A Reconfigurable Bit-Serial VLSI Systolic Array Neuro-Chip. J. Parallel Distributed Comput. 44 (1) (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ah Chung Tsoi