imp-publications_DM.bib
@inproceedings{may11_wsom_albumCovers,
author = {Rudolf Mayer},
affiliation = {Institute of Software Technology and Interactive Systems, Vienna University of Technology, Austria},
title = {{Analysing the Similarity of Album Art with Self-Organsing Maps}},
booktitle = {Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11)},
series = {Lecture Notes in Computer Science},
editor = {Jorma Laaksonen and Timo Honkela},
publisher = {Springer Berlin / Heidelberg},
pages = {357-366},
volume = {6731},
doi = {http://dx.doi.org/10.1007/978-3-642-21566-7_24},
year = {2011},
month = {June 13-15},
researchfields = {MIR and DM}
}
@inproceedings{may11_wsom_wikileaks,
author = {Rudolf Mayer and Andreas Rauber},
affiliation = {Institute of Software Technology and Interactive Systems, Vienna University of Technology, Austria},
title = {{On Wires and Cables: Content Analysis of WikiLeaks Using Self-Organising Maps}},
booktitle = {Proceedings of the 8th Workshop on Self-Organizing Maps (WSOM'11)},
series = {Lecture Notes in Computer Science},
editor = {Jorma Laaksonen and Timo Honkela},
publisher = {Springer Berlin / Heidelberg},
pages = {238-246},
volume = {6731},
doi = {http://dx.doi.org/10.1007/978-3-642-21566-7_24},
year = {2011},
month = {June 13-15},
researchfields = {DM}
}
@inproceedings{may10_icann,
author = {Rudolf Mayer and Andreas Rauber},
title = {{Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees}},
booktitle = {Proceedings of the International Conference on Artificial Neural Networks ({ICANN}'10)},
year = {2010},
editor = {Konstantinos Diamantaras and Wlodek Duch and Lazaros Iliadis},
volume = {6353},
series = {LNCS},
pages = {426-431},
address = {Thessaloniki, Greece},
month = {September 15 - 18},
publisher = {Springer},
location = {Heidelberg},
doi = {http://dx.doi.org/10.1007/978-3-642-15822-3_52},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icann10.pdf},
researchfields = {DM}
}
@inproceedings{may_wemis09_featureAnalysis,
author = {Rudolf Mayer and Jakob Frank and Andreas Rauber},
title = {{Analytic Comparison of Audio Feature Sets using Self-Organising Maps}},
booktitle = {Proceedings of the Workshop on Exploring Musical Information Spaces, ECDL 2009},
year = {2009},
editor = {Andreas Rauber and Nicola Orio and David Rizo},
pages = {62-67},
address = {Corfu, Greece},
month = {October 1-2},
isbn = {978-84-692-6082-1},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_wemis09_featureAnalysis.pdf},
researchfields = {MIR and DM}
}
@inproceedings{may09_ecdl,
author = {Rudolf Mayer and Robert Neumayer and Andreas Rauber},
title = {{Data Recovery from Distributed Personal Repositories}},
booktitle = {Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries ({ECDL}'09)},
year = {2009},
address = {Corfu, Greece},
month = {September 27 - October 2},
publisher = {Springer},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ecdl09.pdf},
researchfields = {DP and DM}
}
@inproceedings{may_indp09,
author = {Rudolf Mayer and Andreas Rauber},
title = {{Establishing Context of Digital Objects' Creation, Content and Usage}},
booktitle = {Proceedings of the First International Workshop on Innovation in Digital Preservation (InDP 2009)},
year = {2009},
address = {Austin, TX, USA},
month = {June 19},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_indp09.pdf},
researchfields = {DP and DM}
}
@inproceedings{may_09wsom,
author = {Rudolf Mayer and Robert Neumayer and Doris Baum and Andreas Rauber},
title = {{Analytic Comparison of Self-Organising Maps}},
booktitle = {Proceedings of the 7th Workshop on Self-Organizing Maps (WSOM'09)},
year = {2009},
editor = {Jos\'{e} Carlos Pr\'{i}ncipe and Risto Miikkulainen},
pages = {182-190},
address = {St. Augustine, Fl, USA},
month = {June 8-10},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_indp09.pdf},
researchfields = {DM}
}
@inproceedings{may_ciao09,
author = {Rudolf Mayer and Robert Neumayer and Andreas Rauber},
title = {{Interacting with (Semi-) Automatically Extracted Context of Digital Objects}},
booktitle = {Proceedings of the Workshop on Context, Information And Ontologies (CIAO '09)},
year = {2009},
month = {June 1},
publisher = {ACM},
address = {New York, NY, USA},
location = {Heraklion, Greece},
doi = {http://doi.acm.org/10.1145/1552262.1552267},
isbn = {978-1-60558-528-4},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ciao09.pdf},
researchfields = {DP and DM}
}
@article{may_jdim08,
author = {Rudolf Mayer and Angela Roiger and Andreas Rauber},
title = {{Map-based Interfaces for Information Management in Large Text Collections}},
journal = {Journal of Digital Information Management},
year = {2008},
volume = {6},
pages = {294-302},
number = {4},
month = {August},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_jdim08.pdf},
researchfields = {DM}
}
@inbook{Cord_Muscle2008,
author = {Derek Green and P\'{a}draig Cunningham and Rudolf Mayer},
chapter = {{Unsupervised Learning and Clustering}},
pages = {51-90},
title = {Machine Learning Techniques for Multimedia},
publisher = {Springer Berlin Heidelberg},
year = {2008},
editor = {Matthieu Cord and P\'{a}draig Cunningham},
series = {Cognitive Technologies},
doi = {10.1007/978-3-540-75171-7},
url = {http://www.springerlink.com/content/gq34k7g603741599/?p=796d8eb2acf74b73867c729589d7a5a3&pi=2},
researchfields = {DM}
}
@inproceedings{may07_icdim,
author = {Rudolf Mayer and Angela Roiger and Andreas Rauber},
title = {{Supporting Information Management in Digital Libraries with Map-based Interfaces}},
booktitle = {Proceedings of the 2nd {IEEE} International Conference on Digital Information Management (ICDIM'07)},
year = {2007},
month = {October 28-31},
publisher = {IEEE},
location = {Lyon, France},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icdim07.pdf},
researchfields = {DM}
}
@inproceedings{may07_ecdl,
author = {Rudolf Mayer and Angela Roiger and Andreas Rauber},
title = {{Supporting Information Management in Digital Libraries with Map-based Interfaces}},
booktitle = {Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries ({ECDL}'07)},
year = {2007},
address = {Budapest, Hungary},
month = {September 16-21},
publisher = {Springer},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pes_jdim07.pdf},
researchfields = {DM}
}
@inproceedings{may07_icann,
author = {Rudolf Mayer and Taha Abdel Aziz and Andreas Rauber},
title = {{Visualising Class Distribution on Self-Organising Maps}},
booktitle = {Proceedings of the International Conference on Artificial Neural Networks ({ICANN}'07)},
year = {2007},
editor = {Joaquim Marques de S\'{a} and Lu\'{\i}s A. Alexandre and W{\l}odzis{\l}aw Duch and Danilo Mandic},
volume = {4669},
series = {LNCS},
pages = {359-368},
month = {September 9-13},
publisher = {Springer},
address = {Heidelberg},
isbn = {978-3-540-74693-5},
location = {Porto, Portugal},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icann07.pdf},
researchfields = {DM}
}
@inproceedings{lat_iknow07,
author = {Khalid Latif and Rudolf Mayer},
title = {{Sky-Metaphor Visualisation for Self-Organising Maps}},
booktitle = {Proceedings of the 7th International Conference on Knowledge Management (I-KNOW'07)},
year = {2007},
address = {Graz, Austria},
month = {September 5-7},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/lat_iknow07.pdf},
researchfields = {DM}
}
@inproceedings{NEU07_wsom,
author = {Robert Neumayer and Rudolf Mayer and Andreas Rauber},
title = {{Component Selection for the Metro Visualisation of the SOM}},
booktitle = {Proceedings of the 6th International Workshop on Self-Organizing Maps ({WSOM'07})},
year = {2007},
address = {Bielefeld, Germany},
month = {September 3-6},
researchfields = {DM}
}
@inproceedings{NEU07_ijcnn,
author = {Robert Neumayer and Rudolf Mayer and Georg P\"olzlbauer and Andreas Rauber},
title = {{The Metro Visualisation of Component Planes for Self-Organising Maps}},
booktitle = {Proceedings of the International Joint Conference on Neural Networks ({IJCNN}'07)},
year = {2007},
address = {Orlando, FL, USA},
month = {August 12 - 17},
publisher = {IEEE Computer Society},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/NEU07_ijcnn.pdf},
researchfields = {DM}
}
@article{pes_jdim07,
author = {Andreas Pesenhofer and Rudolf Mayer and Andreas Rauber},
title = {{Automating the Management of Scientific Conferences using Information Mining Techniques}},
journal = {Journal of Digital Information Management},
year = {2008},
volume = {6},
pages = {3-11},
number = {1},
month = {February},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pes_jdim07.pdf},
researchfields = {DM}
}
@inproceedings{pesenhofer_ICDIM06,
author = {Andreas Pesenhofer and Rudolf Mayer and Andreas Rauber},
title = {{Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities}},
booktitle = {Proceedings of the 1st {IEEE} International Conference on Digital Information Management (ICDIM'06)},
year = {2006},
editor = {Pichappan, Pit and Abraham, Ajitht and Chbeir, Richard and Badr, Youakim and El-Qawasmeh, Eyas and Gross-Amblard, David and Safar, Maytham},
pages = {359-366},
address = {Bangalore, India},
month = {December 6-8},
publisher = {IEEE},
note = {IEEE Catalog Number: 06EX1549},
isbn = {1-4244-0682-X},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/pes_icdim06.pdf},
researchfields = {DM}
}
@inproceedings{mayer_ICADL2006,
author = {Rudolf Mayer and Andreas Rauber},
title = {{Adding SOMLib capabilities to the Greenstone Digital LibrarySystem}},
booktitle = {Proceedings of the 9th International Conference on Asian Digital Libraries (ICADL'06)},
year = {2006},
pages = {486-489},
month = {November 27-30},
location = {Kyoto, Japan},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_icadl2006.pdf},
researchfields = {DM}
}
@inproceedings{MAY_05wsom,
author = {Rudolf Mayer and Dieter Merkl and Andreas Rauber},
title = {{Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps}},
booktitle = {Proceedings of the Fifth Workshop on Self-Organizing Maps (WSOM'05)},
year = {2005},
editor = {Marie Cottrell},
pages = {131-138},
address = {Paris, France},
month = {September 5-8},
pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_wsom05.pdf},
researchfields = {DM}
}
@inproceedings{May04WDA,
author = {Rudolf Mayer},
title = {{Recognisable Shapes for Self-Organizing Maps}},
booktitle = {Proceedings of the Fifth Workshop on Data Analysis (WDA'04)},
year = {2004},
editor = {J\'an Parali\v{c} and Georg P\"olzlbauer and Andreas Rauber},
pages = {67-82},
address = {Sliezsky dom, Vysok\'e Tatry, Slovakia},
month = {June 24-27},
publisher = {Elfa Academic Press},
isbn = {80-89066-87-9},
researchfields = {DM}
}
@mastersthesis{Mayer04,
author = {Rudolf Mayer},
title = {Text Mining with Adaptive Neural Networks},
school = {Vienna University of Technology},
year = {2004},
researchfields = {DM}
}
@inproceedings{MER_03wsom,
author = {Dieter Merkl and Shao Hui He and Michael Dittenbach and Andreas Rauber},
title = {Adaptive Hierarchical Incremental Grid Growing: An architecture for high-dimensional data visualization},
booktitle = {Proceedings of the 4th Workshop on Self-Organizing Maps},
pages = {293-298},
year = 2003,
series = {Advances in Self-Organizing Maps},
address = {Kitakyushu, Japan},
month = {September 11-14},
researchfields = {DM}
}
@book{RAU_03ocg,
author = {Andreas Rauber},
title = {Hierarchical Structuring, Analysis, and Exploration of High-Dimensional Feature Spaces},
publisher = {Austrian Computer Society (OCG)},
address = {Vienna},
year = {2003},
researchfields = {DM}
}
@inproceedings{RAU_99ijcnn,
author = {Andreas Rauber},
title = {{LabelSOM}: On the Labeling of Self-Organizing Maps},
booktitle = {Proceedings of the International Joint Conference on Neural Networks {(IJCNN'99)}},
year = {1999},
address = {Washington, DC},
month = {July 10 - 16},
researchfields = {DM}
}
@inproceedings{RAU_99pakdd,
author = {Andreas Rauber and Dieter Merkl},
title = {Automatic Labeling of Self-Organizing Maps: Making a Treasure Map Reveal its Secrets},
booktitle = {Proceedings of the 3rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD99)},
pages = {228-237},
year = {1999},
editor = {Zhong, N. and Zhou, L.},
number = {LNCS/LNAI 1574},
series = {Lecture Notes in Artificial Intelligence},
address = {Beijing, China},
month = {April 26 - 29},
publisher = {Springer},
researchfields = {DM}
}
@inproceedings{PAM_02icann,
author = {Elias Pampalk and Andreas Rauber and Dieter Merkl},
title = {Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps},
booktitle = {Proceedings of the International Conference on Neural Networks (ICANN 2002)},
pages = {871-876},
year = 2002,
address = {Madrid, Spain},
publisher = {Springer},
month = {August 27-30},
researchfields = {MIR and DM}
}
@inproceedings{AVA_04icdl,
author = {Henri Avancini and Andreas Rauber and Fabrizio Sebastiani},
title = {Organizing Digital Libraries by Automated Text Categorization},
booktitle = {Proceedings of the International Conference on Digital Libraries (ICDL2004)},
pages = {919-931},
year = 2004,
volume = 2,
month = {February 24-27},
publisher = {TERI},
isbn = {81-7993-029-7},
researchfields = {DM}
}
@inproceedings{SCH_01lisa,
author = {Erich Schweighofer and Andreas Rauber and Michael Dittenbach},
title = {Improving the Quality of Labels for Self-Organising Maps Using Fine-Tuning},
booktitle = {Proceedings of the DEXA Workshop on Legal Information Systems and Applications (LISA01)},
year = 2001,
address = {Munich, Germany},
month = {Sept. 4},
publisher = {IEEE Press},
researchfields = {DM}
}
@inproceedings{Dit05IJCNN,
author = {Michael Dittenbach and Andreas Rauber and Georg P\"olzlbauer},
title = {{Investigation of alternative strategies and quality measures for controlling the growth process of the growing hierarchical self-organizing map}},
booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN'05)},
isbn = {0-7803-9049-0},
year = {2005},
month = {July 31--August 5},
address = {Montreal, Canada},
pages = {2954--2959},
publisher = {IEEE Computer Society},
researchfields = {DM}
}
@inproceedings{DIT05_avivdilib,
author = {Michael Dittenbach and Robert Neumayer and Andreas Rauber},
title = {{PlaySOM}: An Alternative Approach to Track Selection and Playlist Generation in Large Music Collections},
booktitle = {Proceedings of the 1st International Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib 2005)},
year = {2005},
pages = {226-235},
address = {Cortona, Italy},
month = {May 4-6},
pdf = {http://www.ifs.tuwien.ac.at/%7Eneumayer/pubs/DIT05_avivdilib.pdf},
researchfields = {MIR and DM}
}
@inproceedings{DIT_00ijcnn,
author = {Michael Dittenbach and Dieter Merkl and Andreas Rauber},
title = {{T}he Growing Hierarchical Self-Organizing Map},
booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN 2000)},
editor = {S. Amari and C. L. Giles and M. Gori and V. Puri},
volume = {VI},
pages = {15 -- 19},
address = {Como, Italy},
month = {July 24-27},
year = {2000},
publisher = {IEEE Computer Society},
researchfields = {DM}
}
@inproceedings{DIT_01dexa,
author = {Michael Dittenbach and Andreas Rauber and Dieter Merkl},
title = {Business, Culture, Politics, and Sports -- How to Find Your Way Through a Bulk of News? {O}n Content-Based Hierarchical Structuring and Organization of Large Document Archives},
booktitle = {Proceedings of the 12th International Conference on Database and Expert Systems Applications},
year = 2001,
series = {Lecture Notes in Computer Science},
address = {Munich, Germany},
month = {Sept. 3-7},
publisher = {Springer},
researchfields = {DM}
}
@inproceedings{DIT_01icann,
author = {Michael Dittenbach and Dieter Merkl and Andreas Rauber},
title = {Hierarchical Clustering of Document Archives with the Growing Hierarchical Self-Organizing Map},
booktitle = {Proceedings of the International Conference on Artificial Neural Networks (ICANN01)},
year = 2001,
address = {Vienna, Austria},
month = {Aug. 21-25},
researchfields = {DM}
}
@inproceedings{DIT_01wsom,
author = {Michael Dittenbach and Andreas Rauber and Dieter Merkl},
title = {Recent Advances with the Growing Hierarchical Self-Organizing Map},
booktitle = {Proceedings of the 3rd Workshop on Self-Organizing Maps},
pages = {140-145},
year = 2001,
editor = {Allinson, N. and Yin, H. and Allinson, L. and Slack, J.},
series = {Advances in Self-Organizing Maps},
address = {Lincoln, England},
month = {June 13-15},
publisher = {Springer},
researchfields = {DM}
}
@inproceedings{DIT_02fskd,
author = {Michael Dittenbach and Dieter Merkl and Andreas Rauber},
title = {Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map},
booktitle = {Proceedings of the 1st International Conference on Fuzzy Systems and Knowledge Discovery (FSKD02)},
year = 2002,
address = {Singapore},
month = {November 18-22},
researchfields = {DM}
}
@article{DIT_02neucomp,
author = {Michael Dittenbach and Andreas Rauber and Dieter Merkl},
title = {Uncovering Hierarchical Structure in Data Using the Growing Hierarchical Self-Organizing Map},
journal = {Neurocomputing},
volume = 48,
number = {1-4},
pages = {199-216},
year = 2002,
publisher = {Elsevier},
month = {September},
researchfields = {DM}
}
@incollection{dittenbach05,
author = {Dittenbach, Michael and Merkl, Dieter and Rauber, Andreas},
year = {2005},
isbn = {978-3-540-26073-8},
booktitle = {Classification and Clustering for Knowledge Discovery},
volume = {4},
series = {Studies in Computational Intelligence},
editor = {Halgamuge, Saman and Wang, Lipo},
doi = {10.1007/11011620_4},
title = {Serendipity in Text and Audio Information Spaces: Organizing and Exploring High-Dimensional Data with the Growing Hierarchical Self-Organizing Map},
publisher = {Springer Berlin Heidelberg},
pages = {43-60},
researchfields = {MIR and DM},
researchfields = {DM}
}
@inproceedings{Poe04WDA,
author = {Georg P\"olzlbauer},
title = {{Survey and Comparison of Quality Measures for Self-Organizing Maps}},
booktitle = {Proceedings of the Fifth Workshop on Data Analysis (WDA'04)},
year = {2004},
month = {June 24--27},
address = {Sliezsky dom, Vysok\'e Tatry, Slovakia},
editor = {J\'an Parali\v{c} and Georg P\"olzlbauer and Andreas Rauber},
pages = {67--82},
isbn = {80-89066-87-9},
publisher = {Elfa Academic Press},
thanks = {none},
researchfields = {DM}
}
@inproceedings{Poe05ESANN,
author = {Georg P\"olzlbauer and Andreas Rauber and Michael Dittenbach},
title = {{Graph projection techniques for Self-Organizing Maps}},
booktitle = {Proceedings of the European Symposium on Artificial Neural Networks (ESANN'05) },
isbn = {2-930307-05-6},
year = {2005},
month = {April 27--29},
address = {Bruges, Belgium},
editor = {Michel Verleysen},
pages = {533--538},
publisher = {d-side publications},
thanks = {MUSCLE},
researchfields = {DM}
}
@inproceedings{Poe05IJCNN,
author = {Georg P\"olzlbauer and Michael Dittenbach and Andreas Rauber},
title = {{A visualization technique for Self-Organizing Maps with vector fields to obtain the cluster structure at desired levels of detail}},
booktitle = {Proceedings of the International Joint Conference on Neural Networks (IJCNN'05)},
isbn = {0-7803-9049-0},
year = {2005},
month = {July 31 -- August 5},
address = {Montreal, Canada},
pages = {1558--1563},
publisher = {IEEE Computer Society},
thanks = {MUSCLE},
researchfields = {DM}
}
@inproceedings{Poe05IKNOW,
author = {Georg P\"olzlbauer and Andreas Rauber and Michael Dittenbach},
title = {{A {S}{O}{M}-view of Oilfield Data: A Novel Vector Field Visualization for Self-Organizing Maps and its Applications in the Petroleum Industry}},
booktitle = {Proceedings of the Fifth International Conference on Knowledge Management (I-KNOW'05)},
isnn = {0948-695x},
year = {2005},
month = {June 29 -- July 1},
address = {Graz, Austria},
editor = {Klaus Tochtermann and Hermann Maurer},
pages = {502--509},
publisher = {J.UCS - Journal of Universal Computer Science},
thanks = {none},
researchfields = {DM}
}
@inproceedings{Poe05ISNN,
author = {Georg P\"olzlbauer and Andreas Rauber and Michael Dittenbach},
title = {{Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods}},
booktitle = {Proceedings of the Second International Symposium on Neural Networks (ISNN'05) },
isbn = {3-540-25913-9},
year = {2005},
month = {May 30 -- June 1},
address = {Chongqing, China},
editor = {Jun Wang, Xiaofeng Liao, Zhang Yi},
pages = {75--80},
publisher = {Springer-Verlag},
thanks = {MUSCLE},
researchfields = {DM}
}
@inproceedings{Poe05PAKDD,
author = {Georg P\"olzlbauer and Andreas Rauber and Michael Dittenbach},
title = {A Vector Field Visualization Technique for Self-organizing Maps},
booktitle = {Proceedings of the Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'05)},
isbn = {3-540-26076-5},
year = {2005},
month = {May 18--20},
address = {Hanoi, Vietnam},
editor = {Tu Bao Ho, David Cheung, Huan Li},
pages = {399--409},
publisher = {Springer-Verlag},
thanks = {MUSCLE},
researchfields = {DM}
}
@inproceedings{Poe05WDA,
author = {Georg P\"olzlbauer},
title = {{Visualization of Data from the Petroleum Industry with Vector Fields on top of Self-Organizing Maps}},
booktitle = {Proceedings of the Sixth Workshop on Data Analysis (WDA'05)},
year = {2005},
month = {June 20--22},
address = {Aba\'ujsz\'ant\'o, Tokaj-region, Hungary},
editor = {Peter Bedn\'ar and Tom\'a\v{s} Horv\'ath and J\'an Parali\v{c} and Andreas Rauber},
pages = {42--49},
isbn = {80-8086-015-7},
publisher = {Elfa Academic Press},
thanks = {none},
researchfields = {DM}
}
@inproceedings{Poe05WSOM,
author = {Georg P\"olzlbauer and Michael Dittenbach and Andreas Rauber},
title = {{Gradient visualization of grouped component planes on the SOM lattice}},
booktitle = {Proceedings of the Fifth Workshop on Self-Organizing Maps (WSOM'05)},
year = {2005},
month = {September 5--8},
address = {Paris, France},
editor = {Marie Cottrell},
pages = {331--338},
thanks = {none},
researchfields = {DM}
}
@article{Poe06NN,
author = {Georg P\"olzlbauer and Michael Dittenbach and Andreas Rauber},
title = {{Advanced visualization of Self-Organizing Maps with vector fields}},
journal = {Neural Networks},
volume = {19},
number = {6--7},
year = {2006},
month = {July--August},
pages = {911--922},
doi = {10.1016/j.neunet.2006.05.013},
researchfields = {DM}
}
@inproceedings{Poe07WSOM,
author = {Georg P\"olzlbauer and Thomas Lidy and Andreas Rauber},
title = {{Decision Manifolds: Classification Inspired by Self-Organization}},
booktitle = {Proceedings of the Sixth Workshop on Self-Organizing Maps (WSOM'07)},
year = {2007},
pages = {},
address = {Bielefeld, Germany},
month = {September 3--6},
researchfields = {DM}
}
@article{Poe08TNN,
author = {Georg P\"olzlbauer and Thomas Lidy and Andreas Rauber},
title = {Decision Manifolds -- A supervised learning algorithm based on Self-Organization},
journal = {IEEE Transactions on Neural Networks},
year = {2008},
volume = {19},
pages = {1518--1530},
number = {9},
month = {September},
doi = {10.1109/TNN.2008.2000449},
issn = {1045-9227},
url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4560242},
researchfields = {DM}
}