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Dr. Markus Hagenbuchner
Dr. Markus Hagenbuchner
Associate Professor, University of Wollongong
Adresse e-mail validée de uow.edu.au
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Année
The graph neural network model
F Scarselli, M Gori, AC Tsoi, M Hagenbuchner, G Monfardini
IEEE transactions on neural networks 20 (1), 61-80, 2008
42712008
A self-organizing map for adaptive processing of structured data
M Hagenbuchner, A Sperduti, AC Tsoi
IEEE transactions on Neural Networks 14 (3), 491-505, 2003
2302003
Computational capabilities of graph neural networks
F Scarselli, M Gori, AC Tsoi, M Hagenbuchner, G Monfardini
IEEE Transactions on Neural Networks 20 (1), 81-102, 2008
1772008
Graph neural networks for ranking web pages
F Scarselli, SL Yong, M Gori, M Hagenbuchner, AC Tsoi, M Maggini
The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005
982005
Breast cancer data analysis for survivability studies and prediction
N Shukla, M Hagenbuchner, KT Win, J Yang
Computer methods and programs in biomedicine 155, 199-208, 2018
912018
Automated functional testing of online search services
ZQ Zhou, SJ Zhang, M Hagenbuchner, TH Tse, FC Kuo, TY Chen
Software Testing, Verification and Reliability 22 (4), 221-243, 2012
902012
Adaptive ranking of web pages
AC Tsoi, G Morini, F Scarselli, M Hagenbuchner, M Maggini
Proceedings of the 12th international conference on World Wide Web, 356-365, 2003
732003
Prediction of activity type in preschool children using machine learning techniques
M Hagenbuchner, DP Cliff, SG Trost, N Van Tuc, GE Peoples
Journal of Science and Medicine in Sport 18 (4), 426-431, 2015
632015
The vapnik–chervonenkis dimension of graph and recursive neural networks
F Scarselli, AC Tsoi, M Hagenbuchner
Neural Networks 108, 248-259, 2018
462018
A conceptlink graph for text structure mining
R Chau, AC Tsoi, M Hagenbuchner, V Lee
392009
Sensor-enabled activity class recognition in preschoolers: Hip versus wrist data
S Trost, D Cliff, MN Ahmadi, N Van Tuc, M Hagenbuchner
Medicine and science in sports and exercise 50 (3), 634-641, 2018
382018
A supervised self-organizing map for structured data
M Hagenbuchner, AC Tsoi, A Sperduti
Advances in Self-Organising Maps, 21-28, 2001
382001
Document mining using graph neural network
SL Yong, M Hagenbuchner, AC Tsoi, F Scarselli, M Gori
International Workshop of the Initiative for the Evaluation of XML Retrieval …, 2006
332006
Clustering XML documents using self-organizing maps for structures
M Hagenbuchner, A Sperduti, AC Tsoi, F Trentini, F Scarselli, M Gori
International Workshop of the Initiative for the Evaluation of XML Retrieval …, 2005
322005
A supervised training algorithm for self-organizing maps for structures
M Hagenbuchner, AC Tsoi
Pattern Recognition Letters 26 (12), 1874-1884, 2005
312005
Spectral embedding based facial expression recognition with multiple features
K Yu, Z Wang, M Hagenbuchner, DD Feng
Neurocomputing 129, 136-145, 2014
292014
Ranking attack graphs with graph neural networks
L Lu, R Safavi-Naini, M Hagenbuchner, W Susilo, J Horton, SL Yong, ...
International Conference on Information Security Practice and Experience …, 2009
282009
Graph self-organizing maps for cyclic and unbounded graphs
M Hagenbuchner, A Sperduti, AC Tsoi
Neurocomputing 72 (7-9), 1419-1430, 2009
282009
Ranking web pages using machine learning approaches
SL Yong, M Hagenbuchner, AC Tsoi
2008 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2008
272008
Learning nonsparse kernels by self-organizing maps for structured data
F Aiolli, G Da San Martino, M Hagenbuchner, A Sperduti
IEEE Transactions on Neural Networks 20 (12), 1938-1949, 2009
252009
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