| 2009 | ||
|---|---|---|
| 67 | Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent Lee: A ConceptLink Graph for Text Structure Mining. ACSC 2009: 129-137 | |
| 66 | 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 | |
| 65 | Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini: The Graph Neural Network Model. IEEE Transactions on Neural Networks 20(1): 61-80 (2009) | |
| 64 | Franco Scarselli, Marco Gori, Ah Chung Tsoi, Markus Hagenbuchner, Gabriele Monfardini: Computational Capabilities of Graph Neural Networks. IEEE Transactions on Neural Networks 20(1): 81-102 (2009) | |
| 63 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Graph self-organizing maps for cyclic and unbounded graphs. Neurocomputing 72(7-9): 1419-1430 (2009) | |
| 2008 | ||
| 62 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Self-Organizing Maps for cyclic and unbounded graphs. ESANN 2008: 203-208 | |
| 61 | 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 | |
| 60 | Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi: Quality Information Retrieval for the World Wide Web. Web Intelligence 2008: 655-661 | |
| 59 | Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi: A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources. Web Intelligence/IAT Workshops 2008: 663-666 | |
| 58 | Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi: Ranking Web Pages Using Machine Learning Approaches. Web Intelligence/IAT Workshops 2008: 677-680 | |
| 57 | Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi: Novel Fuzzy Logic Controllers with Self-Tuning Capability. JCP 3(11): 9-16 (2008) | |
| 56 | Liangsuo Ma, Ah Chung Tsoi: A variational Bayesian approach to number of sources estimation for multichannel blind deconvolution. Signal, Image and Video Processing 2(2): 107-127 (2008) | |
| 2007 | ||
| 55 | 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 Springer 2007 | |
| 54 | Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti, Milly Kc: Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps. INEX 2007: 207-221 | |
| 53 | Fong Chwee Teng, Ahmad Lotfi, Ah Chung Tsoi: Self-tuning PD+I fuzzy logic controller with minimum number of rules. SMC 2007: 865-870 | |
| 52 | Ah Chung Tsoi, Jeff McDonell, Andrew E. Treloar, Ian Atkinson: Dataset acquisition, accessibility, annotation, e-research technologies (DART) project. Int. J. on Digital Libraries 7(1-2): 53-55 (2007) | |
| 51 | Liangsuo Ma, Ah Chung Tsoi: A unified balanced approach to multichannel blind deconvolution. Signal, Image and Video Processing 1(4): 369-384 (2007) | |
| 2006 | ||
| 50 | Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti: Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents. ADMA 2006: 19-30 | |
| 49 | Ah Chung Tsoi: Collaboration Between China and Australia: An e-Water Workshop Report. APWeb 2006: 967-973 | |
| 48 | Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori: Document Mining Using Graph Neural Network. INEX 2006: 458-472 | |
| 47 | 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 | |
| 46 | Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner: Hierarchical Hidden Markov Models: An Application to Health Insurance Data. Selected Papers from AusDM 2006: 244-259 | |
| 45 | Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli: Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006) | |
| 44 | Chi-Sing Leung, Ah Chung Tsoi: Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms. Neural Computing and Applications 15(1): 62-78 (2006) | |
| 43 | Liangsuo Ma, Ah Chung Tsoi: Balanced parameterization of multichannel blind deconvolutive systems: A continuous time realization. Neurocomputing 70(1-3): 206-218 (2006) | |
| 2005 | ||
| 42 | Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong: A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38 | |
| 41 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Contextual Processing of Graphs using Self-Organizing Maps. ESANN 2005: 399-404 | |
| 40 | 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 | |
| 39 | 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 | |
| 38 | 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 | |
| 37 | 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 | |
| 36 | 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) | |
| 35 | Markus Hagenbuchner, Ah Chung Tsoi: A supervised training algorithm for self-organizing maps for structures. Pattern Recognition Letters 26(12): 1874-1884 (2005) | |
| 2004 | ||
| 34 | Liangsuo Ma, Ah Chung Tsoi: A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution. ICA 2004: 516-523 | |
| 33 | Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner: Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56 | |
| 32 | Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner: Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383 | |
| 2003 | ||
| 31 | Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi: An introduction to learning in web domains. ESANN 2003: 1-8 | |
| 30 | Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini: Adaptive ranking of web pages. WWW 2003: 356-365 | |
| 29 | Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli: A Simple Focused Crawler. WWW (Posters) 2003 | |
| 28 | 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 Graphics 3(1): 119-144 (2003) | |
| 27 | Markus Hagenbuchner, Marco Gori, Horst Bunke, Ah Chung Tsoi, Christophe Irniger: Using attributed plex grammars for the generation of image and graph databases. Pattern Recognition Letters 24(8): 1081-1087 (2003) | |
| 2001 | ||
| 26 | C. Lee Giles, Steve Lawrence, Ah Chung Tsoi: Noisy Time Series Prediction using Recurrent Neural Networks and Grammatical Inference. Machine Learning 44(1/2): 161-183 (2001) | |
| 2000 | ||
| 25 | Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli: Building MLP Networks by Construction. IJCNN (4) 2000: 549-556 | |
| 1999 | ||
| 24 | Markus Hagenbuchner, Ah Chung Tsoi: A benchmark for testing adaptive systems on structured data. ESANN 1999: 63-68 | |
| 1998 | ||
| 23 | Marco Gori, Ah Chung Tsoi: Comments on local minima free conditions in multilayer perceptrons. IEEE Transactions on Neural Networks 9(5): 1051-1053 (1998) | |
| 22 | 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 Transactions on Neural Networks 9(6): 1086-1098 (1998) | |
| 21 | Andrew D. Back, Ah Chung Tsoi: A Low Sensitivity Recurrent Neural Network. Neural Computation 10(1): 165-188 (1998) | |
| 20 | 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) | |
| 1997 | ||
| 19 | Steve Lawrence, C. Lee Giles, Ah Chung Tsoi: Lessons in Neural Network Training: Overfitting May be Harder than Expected. AAAI/IAAI 1997: 540-545 | |
| 18 | Ah Chung Tsoi: Recurrent Neural Network Architectures: An Overview. Summer School on Neural Networks 1997: 1-26 | |
| 17 | Ah Chung Tsoi: Gradient Based Learning Methods. Summer School on Neural Networks 1997: 27-62 | |
| 16 | H. C. Andersen, Ahmad Lotfi, Ah Chung Tsoi: A new approach to adaptive fuzzy control: the controller output error method. IEEE Transactions on Systems, Man, and Cybernetics, Part B 27(4): 686-691 (1997) | |
| 15 | Paul J. Murtagh, Ah Chung Tsoi: A Reconfigurable Bit-Serial VLSI Systolic Array Neuro-Chip. J. Parallel Distrib. Comput. 44(1): 53-70 (1997) | |
| 14 | Ah Chung Tsoi, Andrew D. Back: Discrete time recurrent neural network architectures: A unifying review. Neurocomputing 15(3-4): 183-223 (1997) | |
| 13 | Ah Chung Tsoi, Shaohua Tan: Recurrent neural networks: A constructive algorithm, and its properties. Neurocomputing 15(3-4): 309-326 (1997) | |
| 1996 | ||
| 12 | Steve Lawrence, C. Lee Giles, Ah Chung Tsoi: Convolutional Neural Networks for Face Recognition. CVPR 1996: 217-222 | |
| 11 | 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 | |
| 10 | Ahmad Lotfi, H. C. Andersen, Ah Chung Tsoi: Interpretation preservation of adaptive fuzzy inference systems. Int. J. Approx. Reasoning 15(4): 379-394 (1996) | |
| 1995 | ||
| 9 | Steve Lawrence, Ah Chung Tsoi, Andrew D. Back: The Gamma MLP for Speech Phoneme Recognition. NIPS 1995: 785-791 | |
| 8 | Dogan Alpsan, Michael Towsey, Ozcan Ozdamar, 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) | |
| 1994 | ||
| 7 | Andrew D. Back, Ah Chung Tsoi: A Comparison of Discrete-Time Operator Models and for Nonlinear System Identification. NIPS 1994: 883-890 | |
| 1993 | ||
| 6 | Ah Chung Tsoi, D. S. C. So, A. Sergejew: Classification of Electroencephalogram Using Artificial Neural Networks. NIPS 1993: 1151-1158 | |
| 5 | Joachim Diederich, Ah Chung Tsoi: Connectionist Modeling and Parallel Architectures. NIPS 1993: 1178-1179 | |
| 4 | Andrew D. Back, Ah Chung Tsoi: A Simplified Gradient Algorithm for IIR Synapse Multilayer Perceptrons. Neural Computation 5(3): 456-462 (1993) | |
| 1992 | ||
| 3 | Andrew D. Back, Ah Chung Tsoi: An Adaptive Lattice Architecture for Dynamic Multilayer Perceptrons. Neural Computation 4(6): 922-931 (1992) | |
| 1991 | ||
| 2 | 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 | ||
| 1 | Ah Chung Tsoi, R. A. Pearson: Comparison of Three Classification Techniques: CART, C4.5 and Multi-Layer Perceptrons. NIPS 1990: 963-969 | |