Markus Hagenbuchner

	2011
46		Markus Hagenbuchner, Giovanni Da San Martino, Ah Chung Tsoi, Alessandro Sperduti: Sparsity Issues in Self-Organizing-Maps for Structures. ESANN 2011
	2010
45		Edmondo Trentin, Shujia Zhang, Markus Hagenbuchner: Recognition of Sequences of Graphical Patterns. ANNPR 2010: 48-59
44		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
43		Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi: Sentence Extraction by Graph Neural Networks. ICANN (3) 2010: 237-246
	2009
42		Rowena Chau, Ah Chung Tsoi, Markus Hagenbuchner, Vincent C. S. Lee: A ConceptLink Graph for Text Structure Mining. ACSC 2009: 129-137
41		Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti: Projection of undirected and non-positional graphs using Self Organizing Maps. ESANN 2009
40		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
39		Shujia Zhang, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi: Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems. INEX 2009: 449-461
38		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
37		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
36		Fabio Aiolli, Giovanni Da San Martino, Markus Hagenbuchner, Alessandro Sperduti: Self-Organizing Maps for Structured Domains: Theory, Models, and Learning of Kernels. Innovations in Neural Information Paradigms and Applications 2009: 9-42
35		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)
34		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)
33		Fabio Aiolli, Giovanni Da San Martino, Markus Hagenbuchner, Alessandro Sperduti: Learning Nonsparse Kernels by Self-Organizing Maps for Structured Data. IEEE Transactions on Neural Networks 20(12): 1938-1949 (2009)
32		Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Graph self-organizing maps for cyclic and unbounded graphs. Neurocomputing 72(7-9): 1419-1430 (2009)
	2008
31		Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Self-Organizing Maps for cyclic and unbounded graphs. ESANN 2008: 203-208
30		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
29		Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi: Quality Information Retrieval for the World Wide Web. Web Intelligence 2008: 655-661
28		Milly Kc, Markus Hagenbuchner, Ah Chung Tsoi: A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources. Web Intelligence/IAT Workshops 2008: 663-666
27		Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi: Ranking Web Pages Using Machine Learning Approaches. Web Intelligence/IAT Workshops 2008: 677-680
	2007
26		Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Markus Hagenbuchner: "Kernelized" Self-Organizing Maps for Structured Data. ESANN 2007: 19-24
25		Markus Hagenbuchner, Ah Chung Tsoi, Alessandro Sperduti, Milly Kc: Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps. INEX 2007: 207-221
	2006
24		Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti: Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents. ADMA 2006: 19-30
23		Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli: A Self-Organising Map Approach for Clustering of XML Documents. IJCNN 2006: 1805-1812
22		Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli, Marco Gori: Document Mining Using Graph Neural Network. INEX 2006: 458-472
21		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
20		Ah Chung Tsoi, Shu Zhang, Markus Hagenbuchner: Hierarchical Hidden Markov Models: An Application to Health Insurance Data. Selected Papers from AusDM 2006: 244-259
19		Ah Chung Tsoi, Markus Hagenbuchner, Franco Scarselli: Computing customized page ranks. ACM Trans. Internet Techn. 6(4): 381-414 (2006)
	2005
18		Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong: A Neural Network Approach to Web Graph Processing. APWeb 2005: 27-38
17		Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: Contextual Processing of Graphs using Self-Organizing Maps. ESANN 2005: 399-404
16		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
15		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
14		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
13		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
12		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)
11		Markus Hagenbuchner, Ah Chung Tsoi: A supervised training algorithm for self-organizing maps for structures. Pattern Recognition Letters 26(12): 1874-1884 (2005)
	2004
10		Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner: Graphical-Based Learning Environments for Pattern Recognition. SSPR/SPR 2004: 42-56
9		Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner: Computing personalized pageranks. WWW (Alternate Track Papers & Posters) 2004: 382-383
	2003
8		Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini: Adaptive ranking of web pages. WWW 2003: 356-365
7		Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli: A Simple Focused Crawler. WWW (Posters) 2003
6		Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi: A self-organizing map for adaptive processing of structured data. IEEE Transactions on Neural Networks 14(3): 491-505 (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)

Coauthor Index

1	Fabio Aiolli	[26] [33] [36]
2	Axel Baune	[3]
3	Horst Bunke	[5]
4	Rowena Chau	[37] [40] [42]
5	Wei-Tsen Milly Chiang	[14]
6	Daniele Frosali	[7]
7	John Fulcher	[1]
8	Marco Gori	[5] [7] [10] [13] [16] [18] [21] [22] [34] [35]
9	Jeffrey Horton	[38]
10	Christophe Irniger	[5]
11	Milly Kc	[21] [25] [28] [29] [40]
12	Hans A. Kestler	[3]
13	Vincent C. S. Lee	[37] [40] [42]
14	Liang Lu	[38]
15	Marco Maggini	[8] [13]
16	Giovanni Da San Martino	[26] [33] [36] [46]
17	Alessio Micheli	[4]
18	Gabriele Monfardini	[34] [35]
19	Gianni Morini	[8]
20	Donatella Muratore	[43]
21	Lucia Di Noi	[44]
22	Günther Palm	[3]
23	Reihaneh Safavi-Naini	[38]
24	Franco Scarselli	[7] [8] [9] [10] [13] [15] [16] [18] [19] [21] [22] [23] [34] [35] [39] [43] [44]
25	Friedhelm Schwenker	[3]
26	Steffen Simon	[3]
27	Alessandro Sperduti	[6] [16] [17] [21] [23] [24] [25] [26] [30] [31] [32] [33] [36] [41] [46]
28	Willy Susilo	[38]
29	Edmondo Trentin	[45]
30	Francesca Trentini	[16] [23]
31	Ah Chung Tsoi	[2] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [24] [25] [27] [28] [29] [30] [31] [32] [34] [35] [37] [38] [39] [40] [41] [42] [43] [44] [46]
32	Sweah Liang Yong	[13] [15] [18] [22] [27] [38]
33	Shu Zhang	[12] [20]
34	Shujia Zhang	[30] [39] [41] [45]

Colors in the list of coauthors

Last update Thu May 31 18:55:10 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page