Dr. Markus Hagenbuchner
TitleCited byYear
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
8942008
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
2102003
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
842008
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
622003
Feature selection for MLP neural network: The use of random permutation of probabilistic outputs
JB Yang, KQ Shen, CJ Ong, XP Li
IEEE transactions on neural networks 20 (12), 1911-1922, 2009
562009
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
542012
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
502005
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
412015
A supervised self-organizing map for structured data
M Hagenbuchner, AC Tsoi, A Sperduti
Advances in Self-Organising Maps, 21-28, 2001
362001
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
302005
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
282018
A conceptlink graph for text structure mining
R Chau, AC Tsoi, M Hagenbuchner, V Lee
272009
A supervised training algorithm for self-organizing maps for structures
M Hagenbuchner, AC Tsoi
Pattern Recognition Letters 26 (12), 1874-1884, 2005
262005
Graph self-organizing maps for cyclic and unbounded graphs
M Hagenbuchner, A Sperduti, AC Tsoi
Neurocomputing 72 (7-9), 1419-1430, 2009
242009
Ranking web pages using machine learning approaches
SL Yong, M Hagenbuchner, AC Tsoi
2008 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2008
242008
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
232009
Contextual Processing of Graphs using Self-Organizing Maps.
M Hagenbuchner, A Sperduti, AC Tsoi
ESANN, 399-404, 2005
232005
Spectral embedding based facial expression recognition with multiple features
K Yu, Z Wang, M Hagenbuchner, DD Feng
Neurocomputing 129, 136-145, 2014
222014
A self-organising map approach for clustering of xml documents
F Trentini, M Hagenbuchner, A Sperduti, F Scarselli, AC Tsoi
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
222006
A Simple Focused Crawler.
AC Tsoi, D Frosali, M Gori, M Hagenbuchner, F Scarselli
WWW (Posters), 2003
222003
The system can't perform the operation now. Try again later.
Articles 1–20