| 2009 | ||
|---|---|---|
| 35 | Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent Lee: A ConceptLink Graph for Text Structure Mining. ACSC 2009: 129-137 | |
| 34 | 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 | |
| 33 | 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) | |
| 32 | 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) | |
| 31 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Graph self-organizing maps for cyclic and unbounded graphs. Neurocomputing 72(7-9): 1419-1430 (2009) | |
| 2008 | ||
| 30 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Self-Organizing Maps for cyclic and unbounded graphs. ESANN 2008: 203-208 | |
| 29 | 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 | |
| 28 | Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi: Quality Information Retrieval for the World Wide Web. Web Intelligence 2008: 655-661 | |
| 27 | Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi: A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources. Web Intelligence/IAT Workshops 2008: 663-666 | |
| 26 | Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi: Ranking Web Pages Using Machine Learning Approaches. Web Intelligence/IAT Workshops 2008: 677-680 | |
| 2007 | ||
| 25 | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Markus Hagenbuchner: "Kernelized" Self-Organizing Maps for Structured Data. ESANN 2007: 19-24 | |
| 24 | Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti, Milly Kc: Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps. INEX 2007: 207-221 | |
| 2006 | ||
| 23 | Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti: Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents. ADMA 2006: 19-30 | |
| 22 | Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli: A Self-Organising Map Approach for Clustering of XML Documents. IJCNN 2006: 1805-1812 | |
| 21 | Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori: Document Mining Using Graph Neural Network. INEX 2006: 458-472 | |
| 20 | 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 | |
| 19 | Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner: Hierarchical Hidden Markov Models: An Application to Health Insurance Data. Selected Papers from AusDM 2006: 244-259 | |
| 18 | Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli: Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006) | |
| 2005 | ||
| 17 | Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong: A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38 | |
| 16 | Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Contextual Processing of Graphs using Self-Organizing Maps. ESANN 2005: 399-404 | |
| 15 | 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 | |
| 14 | 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 | |
| 13 | 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 | |
| 12 | 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 | |
| 11 | 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) | |
| 10 | Markus Hagenbuchner, Ah Chung Tsoi: A supervised training algorithm for self-organizing maps for structures. Pattern Recognition Letters 26(12): 1874-1884 (2005) | |
| 2004 | ||
| 9 | Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner: Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56 | |
| 8 | Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner: Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383 | |
| 2003 | ||
| 7 | Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini: Adaptive ranking of web pages. WWW 2003: 356-365 | |
| 6 | Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli: A Simple Focused Crawler. WWW (Posters) 2003 | |
| 5 | 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) | |
| 2000 | ||
| 4 | Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli: Building MLP Networks by Construction. IJCNN (4) 2000: 549-556 | |
| 1999 | ||
| 3 | Hans A. Kestler, Steffen Simon, Axel Baune, Markus Hagenbuchner, Friedhelm Schwenker, Günther Palm: A Hierarchical Neural Object Classifier for Subsymbolic-Symbolic Coupling. DAGM-Symposium 1999: 27-35 | |
| 2 | Markus Hagenbuchner, Ah Chung Tsoi: A benchmark for testing adaptive systems on structured data. ESANN 1999: 63-68 | |
| 1997 | ||
| 1 | Markus Hagenbuchner, John Fulcher: Noise Removal in Ionograms by Neural Network. Neural Computing and Applications 6(3): 165-172 (1997) | |