Markus Hagenbuchner

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

1999–2023

Best venue rank

Where they publish

Papers

27 indexed papers, newest first.

Year	Venue	Title	Authors
2023	AusDM	Mitigating the Adverse Effects of Long-Tailed Data on Deep Learning Models.	Din Muhammad Sangrasi, Lei Wang, Markus Hagenbuchner, Peng Wang
2023	ICANN	Exploring the Role of Recursive Convolutional Layer in Generative Adversarial Networks.	Barbara Toniella Corradini, Paolo Andreini, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
2023	IJCNN	Going Deeper with Recursive Convolutional Layers.	Johan Chagnon, Markus Hagenbuchner, Ah Chung Tsoi, Franco Scarselli
2023	IJCNN	Embedding the Self-Organisation of Deep Feature Maps in the Hamburger Framework can Yield Better and Interpretable Results.	Jack Humphreys, Markus Hagenbuchner, Zhiyong Wang, Ah Chung Tsoi
2022	WACV	Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network.	Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang
2020	ESANN	Embedding of FRPN in CNN architecture.	Alberto Rossi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
2013	ESANN	Cost-sensitive cascade graph neural networks.	Van Tuc Nguyen, Ah Chung Tsoi, Markus Hagenbuchner
2011	ESANN	Sparsity Issues in Self-Organizing-Maps for Structures.	Markus Hagenbuchner, Giovanni Da San Martino, Ah Chung Tsoi, Alessandro Sperduti
2010	ICANN	Sentence Extraction by Graph Neural Networks.	Donatella Muratore, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
2010	ICANN	Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks.	Lucia Di Noi, Markus Hagenbuchner, Franco Scarselli, Ah Chung Tsoi
2009	ESANN	Projection of undirected and non-positional graphs using Self Organizing Maps.	Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti
2009	ISPEC	Ranking Attack Graphs with Graph Neural Networks.	Liang Lu, Reihaneh Safavi-Naini, Markus Hagenbuchner, Willy Susilo, Jeffrey Horton, Sweah Liang Yong, Ah Chung Tsoi
2008	ESANN	Self-Organizing Maps for cyclic and unbounded graphs.	Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi
2007	ESANN	"Kernelized" Self-Organizing Maps for Structured Data.	Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Markus Hagenbuchner
2006	ADMA	Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents.	Ah Chung Tsoi, Markus Hagenbuchner, Alessandro Sperduti
2006	IJCNN	A Self-Organising Map Approach for Clustering of XML Documents.	Francesca Trentini, Markus Hagenbuchner, Alessandro Sperduti, Franco Scarselli
2005	APWEB	A Neural Network Approach to Web Graph Processing.	Ah Chung Tsoi, Franco Scarselli, Marco Gori, Markus Hagenbuchner, Sweah Liang Yong
2005	ESANN	Contextual Processing of Graphs using Self-Organizing Maps.	Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi
2005	WWW	The WT10G dataset and the evolution of the web.	Wei-Tsen Milly Chiang, Markus Hagenbuchner, Ah Chung Tsoi
2005	WWW	Adaptive page ranking with neural networks.	Franco Scarselli, Sweah Liang Yong, Markus Hagenbuchner, Ah Chung Tsoi
2004	IJCNN	A supervised self-organizing map for structures.	Markus Hagenbuchner, Ah Chung Tsoi
2004	WWW	Computing personalized pageranks.	Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner
2004	SSPR	Graphical-Based Learning Environments for Pattern Recognition.	Franco Scarselli, Ah Chung Tsoi, Marco Gori, Markus Hagenbuchner
2003	WWW	A Simple Focused Crawler.	Ah Chung Tsoi, Daniele Frosali, Marco Gori, Markus Hagenbuchner, Franco Scarselli
2003	WWW	Adaptive ranking of web pages.	Ah Chung Tsoi, Gianni Morini, Franco Scarselli, Markus Hagenbuchner, Marco Maggini
2000	IJCNN	Building MLP Networks by Construction.	Ah Chung Tsoi, Markus Hagenbuchner, Alessio Micheli
1999	ESANN	A benchmark for testing adaptive systems on structured data.	Markus Hagenbuchner, Ah Chung Tsoi