Markus Hagenbuchner

Orcid: 0000-0002-4884-753X

According to our database1, Markus Hagenbuchner authored at least 66 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection.
IEEE Trans. Neural Networks Learn. Syst., March, 2023

Embedding the Self-Organisation of Deep Feature Maps in the Hamburger Framework can Yield Better and Interpretable Results.
Proceedings of the International Joint Conference on Neural Networks, 2023

Going Deeper with Recursive Convolutional Layers.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021
A Study on the effects of recursive convolutional layers in convolutional neural networks.
Neurocomputing, 2021

Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network.
CoRR, 2021

Topic-Guided Local-Global Graph Neural Network For Image Captioning.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

2020
Embedding of FRPN in CNN architecture.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2018
The Vapnik-Chervonenkis dimension of graph and recursive neural networks.
Neural Networks, 2018

High-resolution Self-Organizing Maps for advanced visualization and dimension reduction.
Neural Networks, 2018

Breast cancer data analysis for survivability studies and prediction.
Comput. Methods Programs Biomed., 2018

2017
A fully recursive perceptron network architecture.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016
High Resolution SOM Approach to Improving Anomaly Detection in Intrusion Detection Systems.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

High Resolution Self-organizing Maps.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2014
Spectral embedding based facial expression recognition with multiple features.
Neurocomputing, 2014

2013
Learning Structural Representations of Text Documents in Large Document Collections.
Proceedings of the Handbook on Neural Information Processing, 2013

Solving graph data issues using a layered architecture approach with applications to web spam detection.
Neural Networks, 2013

Cost-sensitive cascade graph neural networks.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
Automated functional testing of online search services.
Softw. Test. Verification Reliab., 2012

2011
Sparsity Issues in Self-Organizing-Maps for Structures.
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010
Web Spam Detection by Probability Mapping GraphSOMs and Graph Neural Networks.
Proceedings of the Artificial Neural Networks, 2010

Sentence Extraction by Graph Neural Networks.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Recognition of Sequences of Graphical Patterns.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010

2009
Unsupervised and Supervised Learning of Graph Domains.
Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009

Self-Organizing Maps for Structured Domains: Theory, Models, and Learning of Kernels.
Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009

Computational Capabilities of Graph Neural Networks.
IEEE Trans. Neural Networks, 2009

The Graph Neural Network Model.
IEEE Trans. Neural Networks, 2009

Learning Nonsparse Kernels by Self-Organizing Maps for Structured Data.
IEEE Trans. Neural Networks, 2009

Graph self-organizing maps for cyclic and unbounded graphs.
Neurocomputing, 2009

Ranking Attack Graphs with Graph Neural Networks.
Proceedings of the Information Security Practice and Experience, 2009

Supervised Encoding of Graph-of-Graphs for Classification and Regression Problems.
Proceedings of the Focused Retrieval and Evaluation, 2009

A Machine Learning Approach to Link Prediction for Interlinked Documents.
Proceedings of the Focused Retrieval and Evaluation, 2009

Projection of undirected and non-positional graphs using Self Organizing Maps.
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

A ConceptLink Graph for Text Structure Mining.
Proceedings of the Computer Science 2009, 2009

2008
Quality Information Retrieval for the World Wide Web.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Self Organizing Maps for the Clustering of Large Sets of Labeled Graphs.
Proceedings of the Advances in Focused Retrieval, 2008

Ranking Web Pages Using Machine Learning Approaches.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

A Scalable Lightweight Distributed Crawler for Crawling with Limited Resources.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Self-Organizing Maps for cyclic and unbounded graphs.
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007
Efficient Clustering of Structured Documents Using Graph Self-Organizing Maps.
Proceedings of the Focused Access to XML Documents, 2007

"Kernelized" Self-Organizing Maps for Structured Data.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006
Computing customized page ranks.
ACM Trans. Internet Techn., 2006

Document Mining Using Graph Neural Network.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

XML Document Mining Using Contextual Self-organizing Maps for Structures.
Proceedings of the Comparative Evaluation of XML Information Retrieval Systems, 2006

A Self-Organising Map Approach for Clustering of XML Documents.
Proceedings of the International Joint Conference on Neural Networks, 2006

Hierarchical Hidden Markov Models: An Application to Health Insurance Data.
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

Self-organising Map Techniques for Graph Data Applications to Clustering of XML Documents.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Pattern Discovery on Australian Medical Claims Data-A Systematic Approach.
IEEE Trans. Knowl. Data Eng., 2005

A supervised training algorithm for self-organizing maps for structures.
Pattern Recognit. Lett., 2005

Adaptive page ranking with neural networks.
Proceedings of the 14th international conference on World Wide Web, 2005

The WT10G dataset and the evolution of the web.
Proceedings of the 14th international conference on World Wide Web, 2005

Graph Neural Networks for Ranking Web Pages.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Clustering XML Documents Using Self-organizing Maps for Structures.
Proceedings of the Advances in XML Information Retrieval and Evaluation, 2005

Contextual Processing of Graphs using Self-Organizing Maps.
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

A Neural Network Approach to Web Graph Processing.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Computing personalized pageranks.
Proceedings of the 13th international conference on World Wide Web, 2004

Graphical-Based Learning Environments for Pattern Recognition.
Proceedings of the Structural, 2004

2003
A self-organizing map for adaptive processing of structured data.
IEEE Trans. Neural Networks, 2003

Using attributed plex grammars for the generation of image and graph databases.
Pattern Recognit. Lett., 2003

Adaptive ranking of web pages.
Proceedings of the Twelfth International World Wide Web Conference, 2003

A Simple Focused Crawler.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

2001
A Supervised Self-Organizing Map for Structured Data.
Proceedings of the Advances in Self-Organising Maps, 2001

2000
Building MLP Networks by Construction.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
A benchmark for testing adaptive systems on structured data.
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

A Hierarchical Neural Object Classifier for Subsymbolic-Symbolic Coupling.
Proceedings of the Mustererkennung 1999, 1999

1997
Noise Removal in Ionograms by Neural Network.
Neural Comput. Appl., 1997


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