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2020 – today
- 2024
[j65]Cheng-Xue Lao
, Ah Chung Tsoi, Roberto Bugiolacchi:
ConvNeXt-ECA: An Effective Encoder Network for Few-Shot Learning. IEEE Access 12: 133648-133669 (2024)- [j64]Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli:
On the effects of recursive convolutional layers in convolutional neural networks. Neurocomputing 591: 127767 (2024) - [j63]Cheng Peng, Guo Dong Li, Kun Zou, Bo Wen Zhang, Sio-Long Lo, Ah Chung Tsoi:
SFRA: spatial fusion regression augmentation network for facial landmark detection. Multim. Syst. 30(5): 300 (2024) - [j62]Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang:
Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12746-12759 (2024) - 2023
- [j61]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): 1588-1600 (2023) - [c71]Barbara Toniella Corradini, Paolo Andreini, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Exploring the Role of Recursive Convolutional Layer in Generative Adversarial Networks. ICANN (5) 2023: 53-64 - [c70]Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli:
Going Deeper with Recursive Convolutional Layers. IJCNN 2023: 1-8 - [c69]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: 1-8 - 2022
- [c68]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: 2131-2140 - 2021
- [j60]Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
A Study on the effects of recursive convolutional layers in convolutional neural networks. Neurocomputing 460: 59-70 (2021) - [c67]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: 1-6 - [i5]Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang:
Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network. CoRR abs/2111.07258 (2021) - 2020
- [j59]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): 378-390 (2020) - [c66]Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Embedding of FRPN in CNN architecture. ESANN 2020: 133-138 - [i4]Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Embedding of FRPN in CNN architecture. CoRR abs/2001.05851 (2020)
2010 – 2019
- 2019
- [c65]Miao Cheng, Weibin Yang, Yonggang Li, Shichao Zhang, Ah Chung Tsoi, Yuan Yan Tang:
Sequential Pattern Learning via Kernel Alignment. ICACI 2019: 50-55 - 2018
- [j58]Cheng Peng, Sio-Long Lo, Jie Huang, Ah Chung Tsoi:
Human Action Segmentation Based on a Streaming Uniform Entropy Slice Method. IEEE Access 6: 16958-16971 (2018) - [j57]Ayu Saraswati, Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi:
High-resolution Self-Organizing Maps for advanced visualization and dimension reduction. Neural Networks 105: 166-184 (2018) - [j56]Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner:
The Vapnik-Chervonenkis dimension of graph and recursive neural networks. Neural Networks 108: 248-259 (2018) - [c64]Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, Ah Chung Tsoi, Dagan Feng:
Video Summarization via Weighted Neighborhood Based Representation. ICIP 2018: 1273-1277 - [c63]Miao Cheng, Zunren Liu, Hongwei Zou, Ah Chung Tsoi:
A Family of Maximum Margin Criterion for Adaptive Learning. ICONIP (3) 2018: 375-387 - [i3]Miao Cheng, Zunren Liu, Hongwei Zou, Ah Chung Tsoi:
A Family of Maximum Margin Criterion for Adaptive Learning. CoRR abs/1810.04064 (2018) - [i2]Miao Cheng, Ah Chung Tsoi:
CRH: A Simple Benchmark Approach to Continuous Hashing. CoRR abs/1810.05730 (2018) - 2017
- [j55]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): 1750042:1-1750042:17 (2017) - [c62]Shixiong Zhang, Ah Chung Tsoi:
A novel object tracker designed based on a complementary framework. ICME Workshops 2017: 686-691 - [c61]Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Shujia Zhang:
A fully recursive perceptron network architecture. SSCI 2017: 1-8 - 2016
- [j54]Jun Guo, Mischa Dohler, Whoi-Yul Kim, Ah Chung Tsoi, Kan Zheng:
Mobile big data [Guest editorial]. IEEE Netw. 30(3): 4-5 (2016) - [j53]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: 220-232 (2016) - [j52]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): 973-987 (2016) - [c60]Van Tuc Nguyen, Markus Hagenbuchner, Ah Chung Tsoi:
High Resolution Self-organizing Maps. Australasian Conference on Artificial Intelligence 2016: 441-454 - [c59]Haozhi Huang, Yanyan Liang, Ah Chung Tsoi, Sio-Long Lo, Alex Po Leung:
A novel bagged particle filter for object tracking. VRCAI 2016: 331-338 - [i1]Miao Cheng, Ah Chung Tsoi:
Adaptive Training of Random Mapping for Data Quantization. CoRR abs/1606.08808 (2016) - 2015
- [j51]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): 9:1-9:22 (2015) - [c58]Miao Cheng, Ah Chung Tsoi:
CRH: A simple benchmark approach to continuous hashing. GlobalSIP 2015: 1076-1080 - 2014
- [c57]Sio-Long Lo, Ah Chung Tsoi:
Motion Boundary Trajectory for Human Action Recognition. ACCV Workshops (1) 2014: 85-98 - [c56]Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi:
Architectural Style Classification Using Multinomial Latent Logistic Regression. ECCV (1) 2014: 600-615 - [c55]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: 1-6 - [c54]Xuan Dong, Ah Chung Tsoi, Sio-Long Lo:
Superpixel appearance and motion descriptors for action recognition. IJCNN 2014: 1173-1178 - [c53]Jia-Tao Zhang, Ah Chung Tsoi, Sio-Long Lo:
Scale Invariant Feature Transform Flow trajectory approach with applications to human action recognition. IJCNN 2014: 1197-1204 - 2013
- [j50]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: 78-90 (2013) - [c52]Sio-Long Lo, Ah Chung Tsoi:
Human Action Recognition: A Dense Trajectory and Similarity Constrained Latent Support Vector Machine Approach. ACPR 2013: 230-235 - [c51]Van Tuc Nguyen, Ah Chung Tsoi, Markus Hagenbuchner:
Cost-sensitive cascade graph neural networks. ESANN 2013 - [p5]Ah Chung Tsoi, Markus Hagenbuchner, Milly Kc, Shujia Zhang:
Learning Structural Representations of Text Documents in Large Document Collections. Handbook on Neural Information Processing 2013: 471-503 - 2012
- [p4]Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles:
Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 295-309 - 2011
- [c50]Markus Hagenbuchner, Giovanni Da San Martino, Ah Chung Tsoi, Alessandro Sperduti:
Sparsity Issues in Self-Organizing-Maps for Structures. ESANN 2011 - 2010
- [c49]Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Sentence Extraction by Graph Neural Networks. ICANN (3) 2010: 237-246 - [c48]Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks. ICANN (2) 2010: 372-381
2000 – 2009
- 2009
- [j49]Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi:
Graph self-organizing maps for cyclic and unbounded graphs. Neurocomputing 72(7-9): 1419-1430 (2009) - [j48]Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini:
The Graph Neural Network Model. IEEE Trans. Neural Networks 20(1): 61-80 (2009) - [j47]Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini:
Computational Capabilities of Graph Neural Networks. IEEE Trans. Neural Networks 20(1): 81-102 (2009) - [c47]Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent C. S. Lee:
A ConceptLink Graph for Text Structure Mining. ACSC 2009: 129-137 - [c46]Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti:
Projection of undirected and non-positional graphs using Self Organizing Maps. ESANN 2009 - [c45]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: 342-354 - [c44]Shujia Zhang, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi:
Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems. INEX 2009: 449-461 - [c43]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: 345-359 - [p3]Ah Chung Tsoi, Markus Hagenbuchner, Rowena Chau, Vincent C. S. Lee:
Unsupervised and Supervised Learning of Graph Domains. Innovations in Neural Information Paradigms and Applications 2009: 43-65 - 2008
- [j46]Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi:
Novel Fuzzy Logic Controllers with Self-Tuning Capability. J. Comput. 3(11): 9-16 (2008) - [j45]Liangsuo Ma, Ah Chung Tsoi:
A variational Bayesian approach to number of sources estimation for multichannel blind deconvolution. Signal Image Video Process. 2(2): 107-127 (2008) - [j44]Ah Chung Tsoi, Liangsuo Ma:
A Balanced Approach to Multichannel Blind Deconvolution. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(2): 599-613 (2008) - [c42]Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi:
Self-Organizing Maps for cyclic and unbounded graphs. ESANN 2008: 203-208 - [c41]Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi:
A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources. Web Intelligence/IAT Workshops 2008: 663-666 - [c40]Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi:
Ranking Web Pages Using Machine Learning Approaches. Web Intelligence/IAT Workshops 2008: 677-680 - [c39]Shujia Zhang, Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti:
Self Organizing Maps for the Clustering of Large Sets of Labeled Graphs. INEX 2008: 469-481 - [c38]Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi:
Quality Information Retrieval for the World Wide Web. Web Intelligence 2008: 655-661 - 2007
- [j43]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): 53-55 (2007) - [j42]Liangsuo Ma, Ah Chung Tsoi:
A unified balanced approach to multichannel blind deconvolution. Signal Image Video Process. 1(4): 369-384 (2007) - [c37]Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti, Milly Kc:
Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps. INEX 2007: 207-221 - [c36]Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi:
Self-tuning PD+I fuzzy logic controller with minimum number of rules. SMC 2007: 865-870 - [e1]Kevin Chen-Chuan Chang, Wei Wang, Lei Chen, Clarence A. Ellis, Ching-Hsien Hsu, Ah Chung Tsoi, Haixun Wang:
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. Lecture Notes in Computer Science 4537, Springer 2007, ISBN 978-3-540-72908-2 [contents] - 2006
- [j41]Liangsuo Ma, Ah Chung Tsoi:
Balanced parameterization of multichannel blind deconvolutive systems: A continuous time realization. Neurocomputing 70(1-3): 206-218 (2006) - [j40]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): 62-78 (2006) - [j39]Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli:
Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006) - [c35]Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti:
Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents. ADMA 2006: 19-30 - [c34]Ah Chung Tsoi:
Collaboration Between China and Australia: An e-Water Workshop Report. APWeb 2006: 967-973 - [c33]Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori:
Document Mining Using Graph Neural Network. INEX 2006: 458-472 - [c32]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: 510-524 - [p2]Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner:
Hierarchical Hidden Markov Models: An Application to Health Insurance Data. Selected Papers from AusDM 2006: 244-259 - 2005
- [j38]Markus Hagenbuchner, Ah Chung Tsoi:
A supervised training algorithm for self-organizing maps for structures. Pattern Recognit. Lett. 26(12): 1874-1884 (2005) - [j37]Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner:
Pattern Discovery on Australian Medical Claims Data-A Systematic Approach. IEEE Trans. Knowl. Data Eng. 17(10): 1420-1435 (2005) - [j36]Alistair Shilton, Marimuthu Palaniswami, Daniel Ralph, Ah Chung Tsoi:
Incremental training of support vector machines. IEEE Trans. Neural Networks 16(1): 114-131 (2005) - [c31]Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong:
A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38 - [c30]Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi:
Contextual Processing of Graphs using Self-Organizing Maps. ESANN 2005: 399-404 - [c29]Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi, Francesca Trentini, Franco Scarselli, Marco Gori:
Clustering XML Documents Using Self-organizing Maps for Structures. INEX 2005: 481-496 - [c28]Franco Scarselli, Sweah Liang Yong, Marco Gori, Markus Hagenbuchner, Ah Chung Tsoi, Marco Maggini:
Graph Neural Networks for Ranking Web Pages. Web Intelligence 2005: 666-672 - [c27]Franco Scarselli, Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi:
Adaptive page ranking with neural networks. WWW (Special interest tracks and posters) 2005: 936-937 - [c26]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: 938-939 - 2004
- [c25]Liangsuo Ma, Ah Chung Tsoi:
A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution. ICA 2004: 516-523 - [c24]Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner:
Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56 - [c23]Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner:
Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383 - 2003
- [j35]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): 119-144 (2003) - [j34]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): 1081-1087 (2003) - [j33]Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi:
A self-organizing map for adaptive processing of structured data. IEEE Trans. Neural Networks 14(3): 491-505 (2003) - [j32]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): 781-793 (2003) - [c22]Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi:
An introduction to learning in web domains. ESANN 2003: 1-8 - [c21]Ah Chung Tsoi, Liangsuo Ma:
Blind deconvolution of dynamical systems using a balanced parameterized state space approach. ICASSP (4) 2003: 309-312 - [c20]Ah Chung Tsoi, Liangsuo Ma:
Flexible multichannel blind deconvolution, an investigation. NNSP 2003: 349-358 - [c19]Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli:
A Simple Focused Crawler. WWW (Posters) 2003 - [c18]Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini:
Adaptive ranking of web pages. WWW 2003: 356-365 - 2001
- [j31]C. Lee Giles, Steve Lawrence, Ah Chung Tsoi:
Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Mach. Learn. 44(1/2): 161-183 (2001) - [j30]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): 1013-1022 (2001) - [j29]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): 1314-1332 (2001) - [c17]Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti:
A Supervised Self-Organizing Map for Structured Data. WSOM 2001: 21-28 - 2000
- [c16]Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli:
Building MLP Networks by Construction. IJCNN (4) 2000: 549-556
1990 – 1999
- 1999
- [j28]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): 2612-2615 (1999) - [c15]Markus Hagenbuchner, Ah Chung Tsoi:
A benchmark for testing adaptive systems on structured data. ESANN 1999: 63-68 - 1998
- [j27]Andrew D. Back, Ah Chung Tsoi:
A Low Sensitivity Recurrent Neural Network. Neural Comput. 10(1): 165-188 (1998) - [j26]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): 15-37 (1998) - [j25]Marco Gori, Ah Chung Tsoi:
Comments on local minima free conditions in multilayer perceptrons. IEEE Trans. Neural Networks 9(5): 1051-1053 (1998) - [j24]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): 1086-1098 (1998) - 1997
- [j23]Ah Chung Tsoi, Andrew D. Back:
Discrete time recurrent neural network architectures: A unifying review. Neurocomputing 15(3-4): 183-223 (1997) - [j22]Ah Chung Tsoi, Shaohua Tan:
Recurrent neural networks: A constructive algorithm, and its properties. Neurocomputing 15(3-4): 309-326 (1997) - [j21]Paul J. Murtagh, Ah Chung Tsoi:
A Reconfigurable Bit-Serial VLSI Systolic Array Neuro-Chip. J. Parallel Distributed Comput. 44(1): 53-70 (1997) - [j20]Neep Hazarika, Jean Zhu Chen, Ah Chung Tsoi, Alex A. Sergejew:
Classification of EEG signals using the wavelet transform. Signal Process. 59(1): 61-72 (1997) - [j19]Steve Lawrence, C. Lee Giles, Ah Chung Tsoi, Andrew D. Back:
Face recognition: a convolutional neural-network approach. IEEE Trans. Neural Networks 8(1): 98-113 (1997) - [j18]David R. Lovell, Thomas Downs, Ah Chung Tsoi:
An evaluation of the neocognitron. IEEE Trans. Neural Networks 8(5): 1090-1105 (1997) - [j17]Steve Lawrence, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles:
On the distribution of performance from multiple neural-network trials. IEEE Trans. Neural Networks 8(6): 1507-1517 (1997) - [j16]Hans Christian Andersen, Ahmad Lotfi, Ah Chung Tsoi:
A new approach to adaptive fuzzy control: the controller output error method. IEEE Trans. Syst. Man Cybern. Part B 27(4): 686-691 (1997) - [j15]Neep Hazarika, Ah Chung Tsoi, Alex A. Sergejew:
Nonlinear considerations in EEG signal classification. IEEE Trans. Signal Process. 45(4): 829-836 (1997) - [c14]Steve Lawrence, C. Lee Giles, Ah Chung Tsoi:
Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997: 540-545 - [c13]C. Lee Giles, Steve Lawrence, Ah Chung Tsoi:
Rule inference for financial prediction using recurrent neural networks. CIFEr 1997: 253-259 - [c12]Ah Chung Tsoi:
Recurrent Neural Network Architectures: An Overview. Summer School on Neural Networks 1997: 1-26 - [c11]Ah Chung Tsoi:
Gradient Based Learning Methods. Summer School on Neural Networks 1997: 27-62 - 1996
- [j14]Ahmad Lotfi, Hans Christian Andersen, Ah Chung Tsoi:
Interpretation preservation of adaptive fuzzy inference systems. Int. J. Approx. Reason. 15(4): 379-394 (1996) - [j13]Ahmad Lotfi, Ah Chung Tsoi:
Learning fuzzy inference systems using an adaptive membership function scheme. IEEE Trans. Syst. Man Cybern. Part B 26(2): 326-331 (1996) - [j12]Ahmad Lotfi, Hans Christian Andersen, Ah Chung Tsoi:
Matrix formulation of fuzzy rule-based systems. IEEE Trans. Syst. Man Cybern. Part B 26(2): 332-340 (1996) - [c10]Steve Lawrence, C. Lee Giles, Ah Chung Tsoi:
Convolutional Neural Networks for Face Recognition. CVPR 1996: 217-222 - [c9]Steve Lawrence, Ah Chung Tsoi, C. Lee Giles:
Local minima and generalization. ICNN 1996: 371-376 - [c8]Steve Lawrence, Ah Chung Tsoi, C. Lee Giles:
Correctness, efficiency, extendability and maintainability in neural network simulation. ICNN 1996: 474-479 - [c7]Marco Gori, Franco Scarselli, Ah Chung Tsoi:
Which classes of functions can a given multilayer perceptron approximate? ICNN 1996: 2226-2231 - [p1]Steve Lawrence, Ian Burns, Andrew D. Back, Ah Chung Tsoi, C. Lee Giles:
Neural Network Classification and Prior Class Probabilities. Neural Networks: Tricks of the Trade 1996: 299-313 - 1995
- [j11]Dogan Alpsan, Michael Towsey, Özcan Özdamar, Ah Chung Tsoi, Dhanjoo N. Ghista:
Efficacy of modified backpropagation and optimisation methods on a real-world medical problem. Neural Networks 8(6): 945-962 (1995) - [j10]H. S. Lee, Ah Chung Tsoi:
Application of multi-layer perceptron in estimating speech/noise characteristics for speech recognition in noisy environment. Speech Commun. 17(1-2): 59-76 (1995) - [c6]Steve Lawrence, Ah Chung Tsoi, Andrew D. Back:
The Gamma MLP for Speech Phoneme Recognition. NIPS 1995: 785-791 - 1994
- [j9]Ah Chung Tsoi, Andrew D. Back:
Locally recurrent globally feedforward networks: a critical review of architectures. IEEE Trans. Neural Networks 5(2): 229-239 (1994) - [j8]Hans Christian Andersen, Fong Chwee Teng, Ah Chung Tsoi:
Single net indirect learning architecture. IEEE Trans. Neural Networks 5(6): 1003-1005 (1994) - [c5]Andrew D. Back, Ah Chung Tsoi:
A Comparison of Discrete-Time Operator Models and for Nonlinear System Identification. NIPS 1994: 883-890 - 1993
- [j7]Hans Christian Andersen, Ah Chung Tsoi:
A Constructive Algorithm for the Training of a Multilayer Perceptron Based on the Genetic Algorithm. Complex Syst. 7(4) (1993) - [j6]Andrew D. Back, Ah Chung Tsoi:
A Simplified Gradient Algorithm for IIR Synapse Multilayer Perceptrons. Neural Comput. 5(3): 456-462 (1993) - [j5]Lunji Qiu, Ah Chung Tsoi:
The relationship between a time-varying model of non-stationary signals and its Wigner distribution. Signal Process. 32(3): 305-314 (1993) - [j4]David R. Lovell, Ah Chung Tsoi, Tom Downs, Thomas H. Hildebrandt:
Comments on 'Optimal training of thresholded linear correlation classifiers' [with reply]. IEEE Trans. Neural Networks 4(2): 367-369 (1993) - [c4]Ah Chung Tsoi, D. S. C. So, Alex A. Sergejew:
Classification of Electroencephalogram Using Artificial Neural Networks. NIPS 1993: 1151-1158 - [c3]Joachim Diederich, Ah Chung Tsoi:
Connectionist Modeling and Parallel Architectures. NIPS 1993: 1178-1179 - 1992
- [j3]Andrew D. Back, Ah Chung Tsoi:
An Adaptive Lattice Architecture for Dynamic Multilayer Perceptrons. Neural Comput. 4(6): 922-931 (1992) - 1991
- [j2]Andrew D. Back, Ah Chung Tsoi:
FIR and IIR Synapses, a New Neural Network Architecture for Time Series Modeling. Neural Comput. 3(3): 375-385 (1991) - [c2]Ah Chung Tsoi:
Application of Neural Network Methodology to the Modelling of the Yield Strength in a Steel Rolling Plate Mill. NIPS 1991: 698-705 - 1990
- [c1]Ah Chung Tsoi, R. A. Pearson:
Comparison of Three Classification Techniques: CART, C4.5 and Multi-Layer Perceptrons. NIPS 1990: 963-969
1980 – 1989
- 1986
- [j1]Robert R. Bitmead, Ah Chung Tsoi, P. J. Parker:
A Kalman filtering approach to short-time Fourier analysis. IEEE Trans. Acoust. Speech Signal Process. 34(6): 1493-1501 (1986)
Coauthor Index
[j64] [j62] [j61] [c71] [c70] [c69] [c68] [j60] [c67] [i5] [c66] [i4] [j57] [j56] [c61] [c60] [j50] [c51] [p5] [c50] [c49] [c48] [j49] [j48] [j47] [c47] [c46] [c45] [c44] [c43] [p3] [c42] [c41] [c40] [c39] [c38] [c37] [j39] [c35] [c33] [c32] [p2] [j38] [j37] [c31] [c30] [c29] [c28] [c27] [c26] [c24] [c23] [j34] [j33] [c19] [c18] [c17] [c16] [c15]
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