List of Publications

The following contains a list of selected refereed publications.

Several of the papers listed are available electronically in postscript or pdf format. These papers are being made available here to facilitate the timely dissemination of scholarly work; however, most of them are copyrighted, and copyright and all related rights are retained by the respective copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by such copyright. These papers may not be reposted without the explicit written permission of the copyright holder. (See also the specific Copyright Note.)
Please note, that, in most cases, these publications are also available via the respective publishers digital libraries, such as

Selected List of Talks and Refereed Publications

Jump to: forthcoming, 2011, 2010, 2009, 2008, 2007, 2006, 2005, 2004, 2003, 2002, 2001, 2000, 1999, 1998, 1997,

forthcoming
  • Mark Guttenbrunner, Mihai Ghete, Annu John, Chrisanth Lederer, Andreas Rauber.
    Migrating Home Computer Audio Waveforms to Digital Objects: A Case Study on Digital Archeology. To apear in International Journal on Digital Curation, to appear.
  • Alexander Schindler, Andreas Rauber.
    Clubmixer: A Presentation Platform for MIR Projects To appear in: Post-conference Proceedings of the 8th International Workshop on Adaptive Multimedia Retrieval (AMR'2010), Linz, Austria, August 18, 2010, LNCS, Springer. to appear.

2011

  • Shariq Bashir, Andreas Rauber.
    On the Relationship between Query Characteristics and IR Functions Retrieval Bias To appear in: Journal of the American Society for Information Science and Technology (JASIST), 2011.
    On-line: Wiley On-line Library
  • Christoph Becker and Andreas Rauber. Preservation Decisions: Terms and Conditions apply. In: ACM/IEEE Joint Conference on Digital Libraries (JCDL 2011). June 13-17, 2011, Ottawa, Canada.
  • Christoph Becker, Andreas Rauber.
    Decision Criteria in Digital Preservation: What to Measure and How. To appear in: Journal of the American Society for Information Science and Technology (JASIST), 62(6):1009-1028, June 2011.
    On-line: Wiley On-line Library

2010

  • Steffen Schilke, Andreas Rauber.
    Long-term Archiving of Digital Data on Microfilm.
    In: International Journal of Electronic Governance. 3(3):237-253, 2010.
  • Jean-Pierre Chanod, Milena Dobreva, Andreas Rauber, Seamus Ross, Vittore Casarosa.
    Automation in Digital Preservation, Dagstuhl Seminar Proceedings 10291 , ISSN: 1862-4405, 2010. http://drops.dagstuhl.de/portals/index.php?semnr=10291
  • Mark Guttenbrunner, Jan Wieners, Andreas Rauber, Manfred Thaller. Same Same But Different - Comparing Rendering Environments for Interactive Digital Objects In: Proceedings of the 3rd International Euro-Mediterranean Conference on Digital Heritage (EuroMed 2010), November 8-13 2010, Limassol, Cyprus. LNCS 6426, pp. 140-152, Springer.
  • Stephan Strodl, Petar Petrov, Michael Greifeneder, and Andreas Rauber.
    Automating logical preservation for small institutions with Hoppla
    In: Proceedings of the 14th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2010), September 7-9 2010, Glasgow, UK. LNCS 6273, pages 124 -- 135, 2010, Springer.
  • Rudolf Mayer, Andreas Rauber.
    Visualizing Clusters in Self-Organising Maps with Minimum Spanning Trees.
    In: Proceedings of the 20th International Conference on Artificial Neural Networks (ICANN2010), September 15-18, 2010, Thessaloniki, Greece. Part II, LNCS 6353, pages 426 -- 431, 2010, Springer.
  • Christoph Becker, Andreas Rauber.
    Improving Component Selection and Monitoring with Controlled Experimentation and automated Measurements.
    In: Information and Software Technology, 52(6):641-655, June 2010.
  • Shariq Bashir, Andreas Rauber
    Improving Retrievability and Recall by Automatic Corpus Partitioning In: Transactions on Large-Scale Data- and Knowledge Centered Systems}. 2:122-140. 2010.
  • Thomas Lidy, Carlos N. Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich.
    Western vs. Ethnic Music: On the Suitability of State-of-the-art Music Retrieval Methods for Analyzing, Structuring and Accessing Ethnic Music Collections. In: Signal Processing Journal, 90(4):1032-1048. April 2010, Elsevier.
    DOI Science Direct
  • Rudolf Mayer and Andreas Rauber.
    Multimodal Aspects of Music Retrieval: Audio, Song Lyrics - and Beyond?.
    In: Zbigniew W. Ras and Alicja Wieczorkowska (Editors): Advances in Music Information Retrieval, Series: Studies in Computational Intelligence, Vol. 274. pp. 333 - 363, Springer Berlin Heidelberg, 2010, ISBN: 978-3-642-11673-5.
  • Mark Guttenbrunner, Christoph Becker, Andreas Rauber
    Keeping the Game Alive: Evaluating Strategies for the Preservation of Console Video Games. In: International Journal of Digital Curation, 5(1):64 -- 90, 2010.
  • Wolfgang Tannebaum, Andreas Rauber.
    Query Expansion for Patent Retrieval using Domain Specific Thesaurus.
    In: Proceedings of the 2010 Conference on Knowledge Rights (KnowRight 2010), May 5 - 6 2010, Vienna, Austria. OCG Vol 276, pp. 163-168, Austrian Computer Society.
  • Erich Schweighofer, Andreas Rauber.
    Legal Issues of Long-Term Preservation of Digital Metrials.
    In: Proceedings of the 2010 Conference on Knowledge Rights (KnowRight 2010), May 5 - 6 2010, Vienna, Austria. OCG Vol 276, pp. 179-185, Austrian Computer Society.
  • Shariq Bashir and Andreas Rauber.
    Improving Retrievability of Patents in Prior-Art Search.
    In: Proceedings of the 32nd European Conference on Information Retrieval (ECIR2010), March 27-31, Milton Keynes, Springer LNCS 5993, p. 444-456, UK.
  • Christoph Becker, Hannes Kulovits, and Andreas Rauber.
    Trustworthy Preservation Planning with Plato.
    In: ERCIM News 80:24-25, January 2010.
    ERCIM On-line
  • Michael Greifeneder, Stephan Strodl, Petar Petrov and Andreas Rauber.
    HOPPLA - Archiving System for Small Institutions
    In: ERCIM - News Nr. 80:18-19, January 2010.
    ERCIM On-line

2009

  • Christoph Becker, Hannes Kulovits, Mark Guttenbrunner, Stephan Strodl, Andreas Rauber, Hans Hofman.
    Systematic Planning for Digital Preservation. Evaluating Potential Strategies and Building Preservation Plans.
    In: International Journal on Digital Libraries, 10(4):133 -- 157, December 2009. DOI: 10.1007/s00799-009-0057-1, Springer. Springer Link
  • Hannes Kulovits, Andreas Rauber.
    From TIFF to JPEG2000? Preservation Planning at the Bavarian State Library Using a Collection of Digitized 16th Century Printings.
    In: D-Lib Magazine, 15:11/12, November 2009.
    http://www.dlib.org/dlib/november09/kulovits/11kulovits.html
  • Shariq Bashir, Andreas Rauber.
    Identification of Low/High Retrievable Patents using Content-Based Features. In Proceedings of 2nd International Workshop on Patent Information Retrieval (PaIR'09), November 6 2009, Hong Kong.
  • Shariq Bashir, Andreas Rauber.
    Improving Retrievability of Patents with Cluster-Based Pseudo-Relevance Feedback Documents Selection.
    In Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009), November 2-6, 2009, Hong Kong.
  • Mark Guttenbrunner, Mihai Ghete, Annu John, Chrisanth Lederer, Andreas Rauber.
    Digital Archeology: Recovering Digital Objects from Audio Waveforms. In: Proceedings of the 6th International Conference on Preservation of Digital Objects (iPRES 2009), October 5&6 2009, San Francisco, USA.
  • Rudolf Mayer, Jakob Frank, and Andreas Rauber.
    Analytic Comparison of Audio Feature Sets using Self-Organising Maps.
    In: Proceedings of the Workshop on Exploring Musical Information Spaces (in conjunction with European Conference on Research and Advanced Technology for Digital Libraries (ECDL'09))), Corfu, Greece, October 2 2009.
  • Mircea-Dan Antonescu, Mark Guttenbrunner, Andreas Rauber
    Documenting a Virtual World - A Case Study in Preserving Scenes from SecondLife.
    In: Proceedings of the 9th International Web Archiving Workshop (IWAW2009), September 30 - October 1 2009, Corfu, Crete.
  • Stephan Strodl, Peter Paul Beran, Andreas Rauber.
    Migrating Content in WARC Files.
    In: Proceedings of the 9th International Web Archiving Workshop (IWAW2009), September 30 - October 1 2009, Corfu, Crete.
  • Christoph Becker, Hannes Kulovits, Michael Kraxner, Riccardo Gottardi, Andreas Rauber, and Randolph Welte.
    Adding quality-awareness to evaluate migration web-services and remote emulation for digital preservation. To appear in: Proceedings of the 13th European Conference on Digital Libraries, ECDL 2009, LNCS, Springer. Corfu, Crete, September 2009.
  • Rudolf Mayer, Robert Neumayer, Andreas Rauber.
    Data Recovery from Distributed Personal Repositories. To appear in: Proceedings of the 13th European Conference on Digital Libraries, ECDL 2009, LNCS, Springer. Corfu, Crete, September 2009.
  • Andreas Rauber.
    IT Research Challenges in Digital Preservation
    Keynote given at the 12th All-Russian Research Conference on Digital Libraries (RCDL2009), September 17-21 2009. Petrozavodsk, Russia.
  • Shariq Bashir, Andreas Rauber.
    Analyzing Document Retrievability in Patent Retrieval Settings.
    In: Proceedings of the 20th International Conference on Database and Expert Systems Applications (DEXA 2009), pp. 753-760, LNCS5690, Springer. Aug 31 - Sep 4 2009, Linz, Austria.
  • Jakob Frank, Thomas Lidy, Ewald Peiszer, Ronald Genswaider and Andreas Rauber.
    Creating Ambient Music Spaces in Real and Virtual Worlds.
    In: Multimedia Tools and Applications,44:449-468 2009. Springer.
  • Andreas Rauber, Max Kaiser.
    Webarchivierung und Web Archive Mining: Notwendigkeit, Probleme und Lösungsansätze.
    In: Praxis der Wirtschaftsinformatik (HMD), 268:35-43, August 2009. d-Punkt.
  • Christoph Becker, Hannes Kulovits, Michael Kraxner, Riccardo Gottardi, and Andreas Rauber.
    An Extensible Monitoring Framework for Measuring and Evaluating Tool Performance in a Service-oriented Architecture. To appear in: Proceedings of the 9th International Conference on Web Engineering (ICWE 2009), pp. 221-235, LNCS 5648, Springer.
  • Rudolf Mayer, Andreas Rauber.
    Establishing Context of Digital Objects' Creation, Content and Usage.
    In Proceedings of the JCDL Workshop on Innovation in Digital Preservation (InDP 2009), Austin, Texas, USA. June 19 2009.
  • Rudolf Mayer, Robert Neumayer, Doris Baum, and Andreas Rauber.
    Analytic Comparison of Self-Organising Maps. In Proceedings of the 7th International Workshop on Self-Organizing Maps (WSOM'09), St. Augustine, FL, USA, June 8 - 10 2009.
  • Rudolf Mayer, Robert Neumayer, Andreas Rauber.
    Interacting with (Semi-)Automatically Extracted Context of Digital Objects. In: Proceedings of the Workshop on Context, Information and Ontologies (CIAO 2009, Heraklion, Greece), June 1 2009.
  • Andreas Rauber.
    Suchmaschinen und Weblog-Analyse - technische Aspekte. In: Österreichische Juristenkommission (Hrsg.): Alles unter Kontrolle? Überwachung - Privatsphäre - Datenschutz. Kritik und Fortschritt im Rechtsstaat. Bd. 34, ISBN 978-3-7083-0618-6, pp. 111-114, NWV. 2009.
  • Andreas Rauber, Hannes Kulovits.
    Digital Preservation: Challenges, Solutions, and Approaches to Accountable Planning of Digital Preservation Solution. In: Proceedings of the IST Africa 2009 Conference, May 6-8 2009, Entebbe, Uganda.
  • Stephan Strodl, Florian Motlik, Andreas Rauber.
    Hoppla - Digital Preservation Support for Small Institutions In: Proceedings of DigCCurr 2009, Chapel Hill, NC, USA, April 1-3, 2009.
  • Hannes Kulovits, Christoph Becker, Michael Kraxner, Andreas Rauber.
    Creating a preservation plan using the preservation planning tool Plato. In: Proceedings of DigCCurr 2009, Chapel Hill, NC, USA, April 1-3, 2009.
  • Christoph Becker, Andreas Rauber.
    Requirements modelling and evaluation for digital preservation: A COTS selection method based on controlled experimentation. In: Proceedings of the ACM Symposium on Applied Computing (SAC'09), Track 'Requirements Engineering'. Honolulu, Hawaii, USA, March 9-12, 2009.
  • Stephan Strodl, Christoph Becker, Andreas Rauber.
    Digital preservation. In: Handbook of Research on Digital Libraries: Design, Development, and Impact. Information Science Reference, IGI Global, February 2009.
  • Thomas Lidy and Andreas Rauber.
    Music Information Retrieval. In: Handbook of Research on Digital Libraries: Design, Development, and Impact. Information Science Reference, IGI Global, February 2009

2008

  • Rudolf Mayer, Robert Neumayer, and Andreas Rauber.
    Combination of Audio and Lyrics Features for Genre Classification in Digital Audio Collections.
    In Proceedings of the ACM Multimedia 2008.
    Vancouver, BC, Canada, October 27-31, 2008. ACM New York, NY, USA, pp. 159.168. ISBN: 978-1-60558-303-7, DOI: 10.1145/1459359.1459382
    PDF BibTeX Presentation slides
  • Georg Pölzlbauer, Thomas Lidy and Andreas Rauber.
    Decision Manifolds - A supervised learning algorithm based on Self-Organization.
    IEEE Transactions on Neural Networks 19(9):1518-1530, September 2008.
    PDF (pre-print), BibTeX.
  • Christoph Becker, Andreas Rauber, Volker Heydegger, Jan Schnasse, Manfred Thaller.
    Systematic Characterisation of Objects in Digital Preservation: The eXtensible Characterisation Languages. Journal of Universal Computer Science, 14(18):2936-2952.
    on-line, PDF, BibTeX.
  • Andreas Rauber, Max Kaiser, Bernhard Wachter.
    Ethical Issues in Web Archive Creation and Usage: Towards a Research Agenda. Proceedings International Workshop on Web Archiving and Digital Preservation (IWAW 2008), Aarhus, Denmark, September 18-19 2008.
    PDF
  • Christoph Becker, Miguel Ferreira, Michael Kraxner, Andreas Rauber, Ana Alice Baptista, José Carlos Ramalho.
    Distributed Preservation Services: Integrating Planning and Actions. Proceedings of the European Conference on Digital Libraries (ECDL'08). Aarhus, Denmark, September 14-19, 2008.
  • Rudolf Mayer, Robert Neumayer, and Andreas Rauber.
    Rhyme and Style Features for Musical Genre Classification by Song Lyrics.
    In Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08).
    Philadelphia, PA USA, September 14-18 2008
    PDF BibTeX Plot details
  • Sanni Siltanen, Charles Woodward, Seppo Valli, Petri Honkamaa, Andreas Rauber, Jakob Frank, Thomas Lidy and Robert Neumayer.
    Natural / Novel User Interfaces for Mobile Devices.
    In: Multimodal Processing and Interaction: Audio, Video, Text, Series "Multimedia Systems and Applications, chapter 15, 307-325, Springer, August 2008
    Book (Springer Website)
  • Ewald Peiszer, Thomas Lidy, Andreas Rauber.
    Automatic Audio Segmentation: Segment Boundary and Structure Detection in Popular Music. Proceedings of the 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS), Paris, France, June 21, 2008.
    PDF
  • Stephan Strodl, Florian Motlik, Kevin Stadler, Andreas Rauber.
    Personal & SOHO Archiving, Joint Conference on Digital Libraries (JCDL 2008), June 16-20, 2008, Pittsburgh, Pennsylvania, USA.
  • Christoph Becker, Hannes Kulovits, Andreas Rauber, Hans Hofman.
    Plato: a service-oriented decision support system for preservation planning. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL'08). Pittsburgh, Pennsylvania, June 16-20, 2008.
  • Rudolf Mayer, Angela Roiger, and Andreas Rauber.
    Map-based Interfaces for Information Management in Large Text Collections.
    Journal of Digital Information Management, 6 (2008), 4, pp 294-302.
    PDF BibTeX
  • Ronald Genswaider, Helmut Berger, Michael Dittenbach, Andreas Pesenhofer, Dieter Merkl, Andreas Rauber and Thomas Lidy.
    A Synthetic 3D Multimedia Environment. (Book Chapter). In: Computational Intelligence in Multimedia Processing: Recent Advances, Series "Studies in Computational Intelligence", Springer, April 2008.
  • Christoph Becker, Andreas Rauber, Volker Heydegger, Jan Schnasse, Manfred Thaller.
    A Generic XML Language for Characterising Objects to Support Digital Preservation. Proceedings of the ACM Symposium on Applied Computing (SAC'2008), Track 'Document Engineering', Fortaleza, Brazil, March 16-20, 2008.
  • Thomas Lidy and Andreas Rauber.
    Classification and Clustering of Music for Novel Music Access Applications. (Book Chapter). In: Machine Learning Techniques for Multimedia, Springer, February 2008.
  • Andreas Pesenhofer, Rudolf Mayer, and Andreas Rauber.
    Automating the Management of Scientif Conferences using Information Mining Techniques
    Journal of Digital Information Management, 6 (2008), 1, pp 3 - 11.
    PDF BibTeX

2007

  • Christoph Becker, Günther Kolar, Josef Küng, Andreas Rauber.
    Preserving Interactive Multimedia Art: A Case Study in Preservation Planning.
    Proceedings of the Tenth Conference on Asian Digital Libraries (ICADL'07), Hanoi, Vietnam, December 10-13, 2007.
    bib
  • Veronika Zenz and Andreas Rauber.
    Automatic Chord Detection Incorporating Beat and Key Detection. Proceedings of the 2007 IEEE International Conference on Signal Processing and Communications (ICSPC 2007), Dubai, UAE, November 24 - 27, 2007.
    pdf
  • Rudolf Mayer, Angela Roiger, and Andreas Rauber.
    Supporting Information Management in Digital Libraries with Map-based Interfaces.
    In Proceedings of the International Conference on Digital Information Management (ICDIM 2007), Lyon, France, October 28-31 2007. IEEE Computer Society.
    PDF BibTeX
  • Christoph Becker, Stephan Strodl, Robert Neumayer, Andreas Rauber, Eleonora Nicchiarelli Bettelli, Max Kaiser.
    Long-Term Preservation of Electronic Theses and Dissertations: A Case Study in Preservation Planning,
    Proceedings of the Ninth Russian National Research Conference on Digital Libraries: Advanced Methods and Technologies, Digital Collections (RCDL'07), Pereslavl, Russia, October 15-18, 2007.
    bib
  • Stephan Strodl, Andreas Rauber.
    Preservation Planning in the OAIS Model. Proceedings International Conference on the Digital Preservation (iPRES 2007), Beijing, China. October 11-12, 2007. PDF, Bib
  • Thomas Lidy, Andreas Rauber, Antonio Pertusa and José Manuel Iñesta.
    Improving Genre Classification by Combination of Audio and Symbolic Descriptors Using a Transcription System. Proceedings of the 8th International Conference on Music Information Retrieval, Vienna, Austria, September 23-27, 2007.
    pdf]
  • Thomas Lidy, Andreas Rauber, Antonio Pertusa and Jose Manuel Iñesta.
    MIREX 2007: Combining Audio And Symbolic Descriptors For Music Classification From Audio. MIREX 2007 - Music Information Retrieval Evaluation eXchange, Vienna, Austria, September 23-27, 2007.
    pdf, poster
  • Rudolf Mayer, Angela Roiger, and Andreas Rauber.
    Supporting Information Management in Digital Libraries with Map-based Interfaces.
    In Proceedings of the European Conference on Research and Advanced Technology for Digital Libraries (ECDL'07), Budapest, Hungary, September 16 - 21 2007. Springer Verlag.
    PDF BibTeX
  • Robert Neumayer, Jakob Frank, Peter Hlavac, Thomas Lidy and Andreas Rauber.
    Bringing Mobile Map Based Access to Digital Audio to the End User. Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007) and Workshop on Video and Multimedia Digital Libraries (VMDL07), Modena, Italy, September 10-14, 2007.
    pdf, poster
  • Rudolf Mayer, Taha Abdel Aziz, and Andreas Rauber.
    Visualising Class Distribution on Self-Organising Maps.
    In Proceedings of the International Conference on Artificial Neural Networks (ICANN'07), Porto, Portugal, September 9 - 13 2007. Springer Verlag.
    PDF BibTeX
  • Khalid Latif and Rudolf Mayer.
    Sky-Metaphor Visualisation for Self-Organising Maps.
    In Proceedings of the 7th International Conference on Knowledge Management (I-KNOW'07), Graz, Austria, September 5 - 7 2007.
    PDF BibTeX
  • Georg Pölzlbauer, Thomas Lidy and Andreas Rauber.
    Decision Manifolds: Classification Inspired by Self-Organization. Proceedings of the 6th International Workshop on Self-Organizing Maps, Bielefeld, Germany, September 3-6, 2007.
    pdf
  • Robert Neumayer, Rudolf Mayer, and Andreas Rauber.
    Component selection for the metro visualisation of the SOM.
    In Proceedings of the 6th International Workshop on Self-Organizing Maps (WSOM'07), Bielefeld, Germany, September 3 - 6 2007.
    PDF BibTeX Presentation Slides
  • Robert Neumayer, Rudolf Mayer, Georg Pölzlbauer, and Andreas Rauber.
    The metro visualisation of component planes for self-organising maps.
    In Proceedings of the International Joint Conference on Neural Networks (IJCNN'07), Orlando, FL, USA, August 12 - 17 2007. IEEE Computer Society.
    PDF BibTeX Presentation Poster
  • Michael Dittenbach, Helmut Berger, Ronald Genswaider, Andreas Pesenhofer, Andreas Rauber, Thomas Lidy, Dieter Merkl.
    Shaping 3D Multimedia Environments: The Media Square. Proceedings of the ACM International Conference on Image and Video Retrieval (CIVR 2007), Amsterdam, July 9-11, 2007.
    pdf
  • Stephan Strodl, Christoph Becker, Robert Neumayer, Andreas Rauber.
    How to Choose a Digital Preservation Strategy: Evaluating a Preservation Planning Procedure. Proceedings of the ACM IEEE Joint Conference on Digital Libraries (JCDL'07), Vancouver, British Columbia, Canada, June 18-23, 2007.
    Bib, PDF
  • Robert Neumayer and Andreas Rauber.
    Multi-modal music information retrieval - Visualisation and evaluation of clusterings by both audio and lyrics. Proceedings of the 8th Conference Recherche d'Information Assistee par Ordinateur (RIAO'07), Pittsburgh, PA, USA, May 29th - June 1 2007.
    bib, slides, PDF
  • Robert Neumayer and Andreas Rauber.
    Integration of text and audio features for genre classification in music information retrieval. Proceedings of the 29th European Conference on Information Retrieval (ECIR'07), pages 724 - 727, Rome, Italy, April 2-5 2007.
    bib, DOI, PDF, Poster PDF
  • Maristella Agosti, Stefano Berretti, Gert Brettlecker, Alberto Del Bimbo, Nicola Ferro, Norbert Fuhr, Daniel Keim, Claus-Peter Klas, Thomas Lidy, Diego Milano, Moira Norrie, Paola Ranaldi, Andreas Rauber, Hans-Jörg Schek, Tobias Schreck, Heiko Schuldt, Beat Signer, Michael Springmann.
    DelosDLMS - the Integrated DELOS Digital Library Management System. Springer Lecture Notes in Computer Science: Digital Libaries: Research and Development. First International DELOS Conference, Pisa, Italy, February 13-14, 2007.
    pdf
  • Stephan Strodl, Christoph Becker, Robert Neumayer, Andreas Rauber, Eleonora Nicchiarelli Bettelli, Max Kaiser, Hans Hofman, Heike Neuroth, Stefan Strathmann, Franca Debole and Giuseppe Amato.
    Evaluating Preservation Strategies for Electronic Theses and Dissertations. Proceedings of the DELOS Conference on Digital Libraries, Pisa, Italy , February 13-14, 2007.
    bib

2006

  • Andreas Pesenhofer, Rudolf Mayer, Andreas Rauber.
    Improving Scientific Conferences by Enhancing Conference Management Systems with Information Mining Capabilities.
    Proceedings of the International Conference on Digital Information Management (ICDIM 2006), pp 359 - 366, Bangalore, India, December 6-8 2006. IEEE.
    PDF, BibTeX
  • Stephan Strodl, Carl Rauch, Andreas Rauber, Hans Hofman, Franca Debole, Giuseppe Amato.
    The DELOS Testbed for Choosing a Digital Preservation Strategy. Proceedings of the 9th International Conference on Asian Digital Libraries, Kyoto, Japan, November 27-30, 2006.
    PDF
  • Doris Baum, Andreas Rauber.
    Emotional Descriptors for Map-based Access to Music Libraries. Proceedings of the 9th International Conference on Asian Digital Libraries, Springer LNCS, Kyoto, Japan, November 27-30, 2006.
    pdf
  • Rudolf Mayer, Andreas Rauber.
    Adding SOMLib capabilities to the Greenstone Digital Library System. Proceedings of the 9th International Conference on Asian Digital Libraries, Springer LNCS, pp. 351-352, Kyoto, Japan, November 27-30, 2006, Springer.
    PDF, BibTeX
  • Thomas Lidy, Andreas Rauber.
    Visually Profiling Radio Stations.
    Proceedings of the 7th International Conference on Music Information Retrieval, Victoria, Canada, October 8-12, 2006.
    PDF
  • Rudolf Mayer, Thomas Lidy, Andreas Rauber.
    The Map of Mozart.> Proceedings of the 7th International Conference on Music Information Retrieval, Victoria, Canada, October 8-12, 2006.
    PDF, Poster
  • Thomas Lidy, Andreas Rauber.
    MIREX 2006: Computing Statistical Spectrum Descriptors for Audio Music Similarity and Retrieval. MIREX 2006 - Music Information Retrieval Evaluation eXchange, Victoria, Canada, October 8-12, 2006.
    pdf, poster
  • Massimo Magrini, Tommaso Giunti, Graziano Bertini, Andreas Rauber, Thomas Lidy.
    Un metodo basato su DSP per l'enhancement dei transienti nella musica registrata (A DSP-based method for transient restoration of recorded music). DSP Application Day 2006, Milano, Italy, September 18, 2006.
  • Emmanouil Benetos, Constantine Kotropoulos, Thomas Lidy, Andreas Rauber.
    Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification. Proceeedings of the 14th European Signal Processing Conference, Florence, Italy, September 4-8, 2006.
    PDF
  • Georg Poelzlbauer, Michael Dittenbach, Andreas Rauber.
    Advanced Visualization of Self-Organizing Maps with Vector Fields.
    Neural Networks 19(6-7):911-922, 2006. BibTeX, Kluwer Science Direct.
  • Rawia Awadallah, Andreas Rauber.
    Web-based Multiple Choice Question Answering for English and Arabic Questions
    Proceedings of the 28th European Conference on Information Retrieval (ECIR 2006), pp. 515-518, April 10-12 2006, London, UK.
    Springer On-Line, PDF, BibTeX
  • Erich Schweighofer, Andreas Rauber.
    Conservation of the Electronic National Heritage for the Future - Legal and Political Considerations
    Proceedings of Knowledge Rights - Legal, Societal and Related Technological Aspects (KnowRight 2006), February 16-17 2006, Vienna, Austria. OCG.
    PDF, BibTeX

2005

  • Michael Dittenbach, Dieter Merkl, Andreas Rauber.
    Serendipity in text and audio information spaces: Organizing and exploring high-dimensional data with the growing hierarchical self-organizing map.
    In Halgamuge, S.K. and Wang, L., editors, Classification and Clustering for Knowledge Discovery, volume 4 of Studies in Computational Intelligence, pages 43-60. Springer-Verlag, 2005.
    BibTeX
  • Andreas Aschenbrenner, Andreas Rauber.
    Die Bewahrung unserer Online-Kultur. Vorschläge und Strategien zur Webarchivierung
    In: Sichtungen, 6/7, pp. 99-115, Turia + Kant, Austria. 2005.
    BibTeX
  • Andreas Pesenhofer, Helmut Berger, Michael Dittenbach, and Andreas Rauber.
    Applying Text Classification in Conference Management: Some Lessons Learned
    Proceedings of the 7th Russian Conference on Digital Libraries (RCDL 2005), pp. 126-133, October 4-6 2005, Yaroslavl, Russia.
    PDF, BibTeX
  • Andreas Rauber, Stavros Christodoulakis, A Min Tjoa (Eds.).
    Proceedings of the 9th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2005)
    LNCS 3652, pp.545, September 18-23 2005, Vienna, Austria.
    BibTeX
  • Andreas Pesenhofer, Helmut Berger, and Andreas Rauber.
    Supporting ECDL'05 using TCeReview Proceedings of the 9th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2005), pp. 535-536, September 18-23 2005, Vienna, Austria.
    PDF, BibTeX
  • Thomas Lidy, Andreas Rauber.
    Evaluation of Feature Extractors and Psycho-acoustic Transformations for Music Genre Classification.
    Proceedings of the Sixth International Conference on Music Information Retrieval (ISMIR 2005), pp. 34-41, London, UK, September 11-15, 2005.
    PDF, BibTeX
  • Robert Neumayer, Michael Dittenbach, Andreas Rauber.
    PlaySOM and PocketSOMPlayer: Alternative Interfaces to Large Music Collections.
    Proceedings of the Sixth International Conference on Music Information Retrieval (ISMIR 2005), pp. 618-623, London, UK, September 11-15, 2005.
    PDF, BibTeX
  • Thomas Lidy, Andreas Rauber.
    MIREX 2005: Combined Fluctuation Features for Music Genre Classification
    In: Contributions to the 2005 Music Information Retrieval Evaluation Exchange (MIREX 2005), London, UK, September 11-15, 2005.
    PDF, BibTeX, MIREX Genre Classification Results Page
  • Thomas Lidy, Georg Pölzlbauer, Andreas Rauber.
    Sound Re-Synthesis from Rhythm Pattern Features: Audible Insight into a Music Feature Extraction Process.
    Proceedings of the International Computer Music Conference (ICMC 2005), pp. 93-96, September 5-9 2005, Barcelona, Spain.
    PDF, BibTeX
  • Georg Pölzlbauer, Michael Dittenbach, Andreas Rauber.
    Gradient visualization of grouped component planes on the SOM lattice.
    Proceedings of the 5th Workshop On Self-Organizing Maps Paris (WSOM 2005), pp. 331-338, September 5-8 2005, Paris, France.
    PDF, BibTeX
  • Rudolf Mayer, Dieter Merkl, Andreas Rauber.
    Mnemonic SOMs: Recognizable Shapes for Self-Organizing Maps
    Proceedings of the 5th Workshop On Self-Organizing Maps Paris (WSOM 2005), pp. 131-138, September 5-8 2005, Paris, France.
    PDF, BibTeX
  • Michael Dittenbach, Andreas Rauber, and Georg Pölzlbauer.
    Investigation of Alternative Strategies and Quality Measures for Controlling the Growth Process of the Growing Hierarchical Self-Organizing Map
    Proceedings of the International Joint Conference on Neural Networks (IJCNN 2005), pp. 2954-2959, July 31-August 4, 2005, Montreal, Canada.
    PDF, BibTeX
  • Georg Pölzlbauer, Michael Dittenbach, Andreas Rauber.
    A visualization technique for Self-Organizing Maps with vector fields to obtain the cluster structure at desired levels of detail
    Proceedings of the International Joint Conference on Neural Networks (IJCNN 2005), pp. 1558-1563, July 31-August 4, 2005, Montreal, Canada.
    PDF, BibTeX
  • Robert Neumayer, Thomas Lidy, Andreas Rauber:.
    Content-based Organization of Digital Audio Collections
    Proceedings of the 5th Open Workshop of MUSICNETWORK, Vienna, Austria, July 4-5, 2005.
    PDF, BibTeX
  • Georg Pölzlbauer, Andreas Rauber, Michael Dittenbach.
    A novel vector field visualization for Self-Organizing Maps and its applications in the petroleum industry
    Proceedings of the Symposium on Knowledge and Information Visualisation (iKnow 2005), pages 502-509, June 29 2005, Graz, Austria.
    PDF, BibTeX
  • Georg Pölzlbauer, Michael Dittenbach, and Andreas Rauber
    Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods.
    {Proceedings of the Second International Symposium on Neural Networks (ISNN'05), pp. 75-80, May 30 - June 1 2005, Chongquin, China. Springer.
    PDF, BibTeX
  • Georg Pölzlbauer, Andreas Rauber and Michael Dittenbach
    A Vector Field Visualization Technique for Self-organizing Maps.
    Proceedings of the Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'05), pp.399--409, May 18--20 2005, Hanoi, Vietnam. Springer.
    PDF, BibTeX
  • Carl Rauch, and Andreas Rauber.
    Anwendung der Nutzwertanalyse zur Bewertung von Strategien zur langfristigen Erhaltung digitaler Objekte
    Zeitschrift für Bibliothekswesen und Bibliographie. 52(3-4):172-180, May-August 2005, Klostermann. Frankfurt, Germany.
    PDF, BibTeX
  • Rauch C., Pavuza F., Strodl S. and Rauber A.
    Evaluating preservation strategies for audio and video files.
    Proceedings of the DELOS Workshop on Digital Repositories: Interoperability and Common Services, May 11-13 2005, Heraklion, Greece.
    PDF, BibTeX
  • Dittenbach M., Neumayer R., Rauber A.
    PlaySOM: An Alternative Approach to Track Selection and Playlist Generation in Large Music Collections.
    Proceedings of the First International Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib 2005), pp. 226-235, May 4-6, 2005, Cortona, Italy.
    PDF, BibTeX
  • Georg Pölzlbauer, Andreas Rauber and Michael Dittenbach.
    Graph projection techniques for Self-Organizing Maps.
    Proceedings of the European Symposium on Artificial Neural Networks (ESANN'05), pp. 533-538, April 27-29 2005, Bruges, Belgium. d-side.
    PDF, BibTeX
  • Rauber, A. (Editor).
    Multimedia Information Retrieval
    Journal of the Austrian Society for Artificial Intelligence (OeGAI), Special Issue on Multimedia Information Retrieval. 24:1, 44p, March 2005.
    BibTeX
  • M. Auer, C. Becker, A. Rauber, and S. Biffl.
    Implicit Analogy-based Cost Estimation Using Textual Use Case Similarities
    Proceedings of the International Conference on Intelligent Computing and Information Systems (ICICIS 2005), pp. 369-376, March 5-7 2005, Cairo, Egypt.
    PDF, BibTeX

2004

  • Rauch, C., Rauber, A. Preserving Digital Media: Towards a Preservation Solution Evaluation Metric
    Proceedings of the International Conference on Asian Digital Libraries (ICADL 2004). Springer LNCS 3334, December 13-17 2004, Shanghai, China.
    PDF, BibTeX

  • S. Leitich, A. Rauber. Information Retrieval in Digital Libraries of Music
    Proceedings of the 6th Russian Conference on Digital Libraries (RCDL 2004), pp.207-215, September 29 - October 1 2004, Pushchino, Russia.
    PDF, BibTeX

  • Ahmed M., Hoang H.H., Karim M.S., Khusro S., Lanzenberger M., Latif K., Michlmayr E., Mustofa K., Nguyen H.T, Rauber A., Schatten A., Tho M. N., Tjoa A M. SemanticLIFE - A Framework for Managing Information of a Human Lifetime
    Proceedings of the 6th International Conference on Information Integration and Web-based Applications and Services (IIWAS 2004), September 27-29, Jakarta, Indonesia.
    PDF, BibTeX

  • A. Rauber. Creation and Exploration of Musical Information Spaces
    Proceedings of the International Conference on Digital Libraries (ICDL04), pp. 741-748, February 24-27, New Delhi, India.
    PDF, BibTeX

  • H. Avancini, A. Rauber, and F. Sebastiani. Organizing Digital Libraries by Automated Text Categorization
    In: Proceedings of the International Conference on Digital Libraries (ICDL2004), pp. 919-931, February 24-27 2004, New Delhi, India.
    PDF, BibTeX

2003

  • A. Rauber: Hierarchical Structuring, Analysis, and Exploration of High-Dimensional Feature Spaces
    OCG-Books 173, 90pp, Austrian Computer Society, 2003.
    Abstract, BibTeX

  • D. Merkl, S.H. He, M. Dittenbach, A. Rauber: Adaptive Hierarchical Incremental Grid Growing: An architecture for high-dimensional data visualization
    Proceedings of the Workshop on Self-Organizing Maps (WSOM 2003), September 11-14 2003, pp. 293-298, Kitakyushu, Japan.
    Abstract, PDF (256 KB), BibTeX

  • A. Rauber, E. Pampalk, D. Merkl: The SOM-enhanced JukeBox: Organization and Visualization of Music Collections based on Perceptual Models
    In: Journal of New Music Research (JNMR), 32(2):193-210, Swets and Zeitlinger, June 2003.
    Abstract, BibTeX, Swets&Zeitlinger on-line Digital Library (subscription).
    to obtain a copy of the article, send e-mail to rauber@ifs.tuwien.ac.at

  • T. Lidy, A. Rauber: Genre-oriented Organization of Music Collections using the SOMeJB System: An Analysis of Rhythm Patterns and Other Features
    Proceedings of the DELOS Workshop on Multimedia Contents in Digital Libraries, Chania, Crete, June 2-3 2003. ERCIM.

  • A. Rauber, D. Merkl: Text Mining in the SOMLib Digital Library System: The Representation of Topics and Genres
    In: Applied Intelligence, Vol. 18, No. 3, pp. 271-293, Kluwer, May/June 2003.
    Abstract, BibTeX, to obtain a copy, send e-mail to rauber@ifs.tuwien.ac.at

  • A. Rauber: SOMLib - New Approaches for Information Presentation and Handling
    In: ERCIM News, No 52, pp. 45-46, January 2003.
    HTML ERCIM, (locally cached copy), Abstract, gnu-zipped Postscript (157 KB), PDF (156 KB), Bibtex

2002

  • A. Rauber, A. Aschenbrenner, O. Witvoet, R.M. Bruckner, and M. Kaiser: Uncovering Information Hidden in Web Archives: A Glimpse at Web Analysis Building on Data Warehouses
    In: D-Lib Magazine, Vol 8., No. 12, December 2002.
    HTML DLib, (locally cached copy), Abstract, gnu-zipped Postscript (116 KB), PDF (82 KB), Bibtex

  • E. Pampalk, A. Rauber, D. Merkl: Content-based Organization and Visualization of Music Archives
    In: Proceedings of ACM Multimedia 2002, pp. 570-579, December 1-6, 2002, Juan-les-Pins, France.
    Abstract, gnu-zipped Postscript (523 KB), PDF (375 KB), BibTeX,

  • A. Rauber, D. Merkl, and M. Dittenbach: The Growing Hierarchical Self-Organizing Map: Exploratory Analysis of High-Dimensional Data
    In: IEEE Transactions on Neural Networks, Vol. 13, No 6, pp. 1331-1341, November 2002. IEEE.
    Note: There exists an Erratum regarding the article as published and as available at the IEEE Digital Library IEEE Explore!
    Abstract, Erratum!!!, PDF including Erratum (44KB), gnu-zipped Postscript including Erratum (79KB), BibTeX

  • M. Dittenbach, A. Rauber, D. Merkl: Uncovering Hierarchical Structure in Data Using the Growing Hierarchical Self-Organizing Map
    Neurocomputing, Vol. 48, No. 1-4, pp. 199-216, October 2002, Elsevier.
    Abstract, BibTeX, Elsevier Science Direct on-line version (requires password),
    to obtain a copy of this article, please send an e-mail to rauber@ifs.tuwien.ac.at

  • A. Rauber, E. Pampalk, D. Merkl: Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Musical Styles
    In: Proceedings of the 3rd International Conference on Music Information Retrieval (ISMIR 2002), pp.71-80, October 13-17, 2002, Paris, France.
    Abstract, gnu-zipped Postscript (583 KB), PDF (586 KB), BibTeX

  • A. Rauber, A. Aschenbrenner, O. Witvoet: Austrian On-Line Archive Processing: Analyzing Archives of the World Wide Web
    In: Proceedings of the 6th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2002), pp. 16-31, September 16-18, 2002, Rome, Italy.
    Abstract, gnu-zipped Postscript (146 KB), PDF (297 KB), BibTeX,

  • A. Rauber, J. Masanès: ECDL 2002 Workshop Report: Web Archiving
    In: D-Lib Magazine, Vol 8 (10), October 2002.
    HTML DLib, (locally cached copy), txt, gnu-zipped Postscript (14 KB), PDF (9 KB), Bibtex

  • E. Pampalk, A. Rauber, D. Merkl: Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps
    In: Proceedings of the Intl Conf on Artificial Neural Networks (ICANN 2002), pp.871-876, August 27.-30. 2002, Madrid, Spain.
    Abstract, gnu-zipped Postscript (234 KB), PDF (375), BibTeX,

  • A. Rauber, E. Pampalk, D. Merkl: Content-based Music Indexing and Organization
    In: Proceedings of the 25. Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 02), pp. 409-410, August 11-15, 2002, in Tampere, Finland.
    Abstract, gnu-zipped Postscript (45 KB), PDF (109 KB), BibTeX,

2001

  • A. Rauber, and D. Merkl: Automatic Labeling of Self-Organizing Maps for Information Retrieval
    In: Journal of Systems Research and Information Systems (JSRIS), Vol. 10, Nr. 10, pp 23-45, OPA, Gordon and Breach Science Publishers, December 2001.
    Abstract, gnu-zipped Postscript (180 KB, pre-print), PDF (319 KB, pre-print), BibTeX, for a copy, please contact rauber@ifs.tuwien.ac.at

  • A. Rauber, M. Dittenbach, and D. Merkl: Towards Automatic Content-Based Organization of Multilingual Digital Libraries: An English, French and German View of the Russian Information Agency Nowosti News In: Proceedings of the Third All-Russian Scientific Conference "Digital Libraries: Advanced Methods And Technologies, Digital Collections" (RCDL01) Petrozavodsk, Russia, September 11-13, 2001.
    Abstract, PDF (275 KB), BibTeX

  • A. Rauber, and M. Frühwirth: Automatically Analyzing and Organizing Music Archives In: Proceedings of the 5. European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2001), Sept. 4-8 2001, Darmstadt, Germany, Springer Lecture Notes in Computer Science, Springer, 2001.
    Abstract, HTML, gnu-zipped Postscript (245 KB), PDF (275 KB), BibTeX

  • M. Dittenbach, and A. Rauber, and D. Merkl: Business, Culture, Politics, and Sports -- How to Find Your Way Through a Bulk of News? On Content-Based Hierarchical Structuring and Organization of Large Document Archives In: Proceedings of the 12th International Conference on Database and Expert Systems Applications (DEXA01), Sept. 3-7 2001, Munich, Germany, Springer Lecture Notes in Computer Science, Springer, 2001.
    Abstract, HTML, gnu-zipped Postscript (160 KB), PDF (197 KB), BibTeX

  • A. Rauber, and A. Müller-Kögler: Integrating Automatic Genre Analysis into Digital Libraries In: Fox, E.A., and Borgman, C.L. (eds.), Proceedings of the ACM/IEEE Joint Conference on Digital Libraries 2001 (JCDL01), June 24 - 28 2001, Roanoke, VA, pp.1-10, ACM, 2001.
    Abstract, HTML, gnu-zipped Postscript (669 KB), PDF (609 KB), BibTeX

  • M. Dittenbach, and A. Rauber, and D. Merkl: Recent Advances with the Growing Hierarchical Self-Organizing Map
    In: Allinson, N. and Yin, H. and Allinson, L. and Slack, J. (eds.) Advances in Self-Organizing Maps: Proceedings of the 3rd Workshop on Self-Organizing Maps June 13-15 2001, Lincoln, England, Springer, 2001.
    Abstract, HTML, gnu-zipped Postscript (160 KB), PDF (1.9 MB), BibTeX

  • A. Rauber, and A. Aschenbrenner: Part of Our Culture is Born Digital - On Efforts to Preserve it for Future Generations In: TRANS. On-line Journal for Cultural Studies (Internet-Zeitschrift für Kulturwissenschaften) No. 10, INST, July 2001. URL: http://www.inst.at/trans.
    Abstract, HTML, (HTMLlocally cached copy), gnu-zipped Postscript (138 KB), PDF (231 KB), BibTeX

2000

  • A. Rauber, and J. Paralic: Cluster Analysis as a First Step in the Knowledge Discovery Process. In: Journal of Advanced Computational Intelligence (JACI), Vol. 4, No., 4, pages 258-262, Fuji Technology Press, December 2000.
    Abstract, BibTeX, for a copy, please contact rauber@ifs.tuwien.ac.at

  • A. Rauber, J. Paralic, and E. Pampalk: Empirical Evaluation of Clustering Algorithms. Journal of Information and Organizational Sciences (JIOS), Vol. 24, No. 2, pages 195-209, 2000. (Originally appeared in: Proceedings of the 11th International Conference on Information and Intelligent Systems (IIS'2000))
    Abstract, BibTeX, for a copy, please contact rauber@ifs.tuwien.ac.at

  • A. Rauber, E. Schweighofer, and D. Merkl: Text Classification and Labelling of Document Clusters with Self-Organising Maps. In: Journal of the Austrian Society for Artificial Intelligence (ÖGAI), vol. 13:3, pp. 17-23, October 2000.
    Abstract, HTML, gnu-zipped Postscript (92 KB), PDF (60 KB), BibTeX

  • Automatically Detecting and Organizing Documents into Topic Hierarchies: A Neural Network Based Approach to Bookshelf Creation and Arrangement. In: Proceedings of the 4th European Conference on Research and Advanced Technologies for Digital Libraries (ECDL2000), Springer LNCS 1923, September 18. - 20. 2000, Lisboa, Portugal.
    Abstract, HTML, gnu-zipped Postscript (110 KB), PDF (126 KB), BibTeX

  • A. Rauber, J. Paralic, and E. Pampalk: Empirical Evaluation of Clustering Algorithms. In: Proceedings of the 11th International Conference on Information and Intelligent Systems (IIS'2000), September 20. - 22. 2000, Varazdin, Croatia.
    Abstract, gnu-zipped Postscript (457 KB), PDF (3353 KB), BibTeX

  • Providing Topically Sorted Access to Subsequently Released Newspaper Editions or: How to Build Your Private Digital Library. In: Proceedings of the 11. International Conference on Database and Expert Systems Applications (DEXA 2000), Ibrahim, M. and Küng, J. and Revell, N. (Eds.), Sept. 4.-8.2000, Greenwich, UK. Lecture Notes in Computer Science (LNCS 1873), pp. 499 - 508, Springer, Germany
    Abstract, HTML, gnu-zipped Postscript (172 KB), PDF (1595 KB) BibTeX

  • " `Andreas, Rauber'? Conference Pages Are over There, German Documents on the Lower Left,.." - An "Old-Fashioned" Approach to Web Search Results Visualization DEXA Workshop Proceedings of the 2nd Intl Workshop on Web-Based Information Visualization (WebVis 2000), 4. - 8. Sept. 2000, Greenwich, UK; Tjoa, {A M.}, Wagner, {R.R.}, and Al-Zobaidie, A. (Eds.), pp. 615 -- 619, IEEE Computer Society Press, 2000.
    Abstract, HTML, gnu-zipped Postscript (352 KB) PDF (1915 KB) BibTeX

  • Optimizing the parSOM neural network implementation for data mining with distributed memory systems and cluster computing DEXA Workshop Proceedings of the 3rd Intl Workshop on Parallel and Distributed Databases (PADD 2000), 4. - 8. Sept. 2000, Greenwich, UK; Tjoa, {A M.}, Wagner, {R.R.}, and Al-Zobaidie, A. (Eds.), pp. 661 -- 665, IEEE Computer Society Press, 2000.
    Abstract, gnu-zipped Postscript (40 KB) PDF (60 KB) BibTeX

  • Some Remarks on Vector Representation of Legal Documents DEXA Workshop Proceedings of the Workshop on Legal Information Systems (LISA 2000), 4. - 8. Sept. 2000, Greenwich, UK; Tjoa, {A M.}, Wagner, {R.R.}, and Al-Zobaidie, A. (Eds.), pp. 1087 - 1091, IEEE Computer Society Press, 2000.
    Abstract, BibTeX

  • The Growing Hierarchical Self-Organizing Map. In: Proceedings of the International Joint Conference on Neural Networks 2000 (IJCNN'2000), 24. - 27. 7. 2000, Como, Italy, 2000.
    Abstract, HTML, gnu-zipped Postscript (93 KB), PDF (219 KB)

  • parSOM: A Parallel Implementation of the Self-Organizing Map Exploiting Cache Effects: Making the SOM Fit for Interactive High-Performance Data Analysis. In: Proceedings of the International Joint Conference on Neural Networks 2000 (IJCNN'2000), 24. - 27. 7. 2000, Como, Italy, 2000.
    Abstract, HTML, gnu-zipped Postscript (151 KB), PDF (196 KB)

  • Document Classification with Unsupervised Neural Networks, in Fabio Crestani, Gabriella Pasi (Eds.), Soft Computing in Information Retrieval, Physica Verlag & Co, ISBN:3790812994, pp. 102 - 121,Germany, 2000.
    Abstract, HTML, gnu-zipped Postscript (108 KB), PDF (233 KB) (Pre-Prints),

  • Visualizing Electronic Document Repositories: Drawing Books and Papers in a Digital Library. Proceedings of the 5. IFIP 2.6 Working Conference on Visual Database Systems (VDB5), May 10. - 12. 2000, Fukuoka, Japan, Advances in Visual Information Management - Visual Database Systems, pp. 95 - 114, Kluwer Academic Publishers, Norwell, MA, 2000.
    Abstract, gnu-zipped Postscript (472 KB), PDF (5880 KB)

  • P. Tomsich, A. Rauber and D. Merkl. parSOM: Using parallelism to overcome memory latency in self-organizing neural networks. Proceedings of the 8th European Conference on High-Performance Computing and Networking (HPCN Europe 2000), May 8 - 10 2000, Amsterdam, The Netherlands Springer Lecture Notes in Computer Science (LNCS 1823) pp. 136--146, Springer Verlag, Germany, 2000.
    Abstract, HTML, gnu-zipped Postscript (118 KB), PDF (753 KB)

  • Using Growing Hierarchical Self-Organizing Maps for Document Classification Proceedings of the 8. European Symposium on Artificial Neural Networks (ESANN'2000) April 26-28, 2000, Bruges, Belgium.
    Abstract, HTML, gnu-zipped Postscript (202 KB), PDF (655 KB)

  • Uncovering the Hierarchical Structure of Text Archives by Using an Unsupervised Neural Network with Adaptive Architecture. Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2000), April 18. - 20. 2000, Kyoto, Japan, Springer Lecture Notes in Artificial Intelligence (LNCS-LNAI 1805), pp. 384 - 395, Springer, Germany, 2000.
    Abstract, HTML, gnu-zipped Postscript (129 KB), PDF (185 KB)

1999

  • The SOMLib Digital Library System Proceedings of the 3rd Europ. Conf. on Research and Advanced Technology for Digital Libraries (ECDL'99), Paris, France, September 22. - 24. 1999, Lecture Notes in Computer Science (LNCS 1696), Springer, 1999.
    Abstract, HTML, gnu-zipped Postscript (420 KB) PDF (835 KB)

  • Using self-organizing maps to organize document archives and to characterize subject matters: How to make a map tell the news of the world Proceedings of the 10th Intl. Conf. on Database and Expert Systems Applications, Florence, Italy, August 30 - September 3 1999, Lecture Notes in Computer Science (LNCS 1677), Springer, 1999.
    Abstract, HTML, gnu-zipped Postscript (122 KB) PDF (357 KB)

  • A Metaphor Graphics Based Representation of Digital Libraries on the World Wide Web: Using the libViewer to Make Metadata Visible
    Workshop Proceedings of the 10th Intl. Conf. on Database and Expert Systems Applications, Workshop on Web-Based Information Visualization (WebVis99), Florence, Italy, August 30 - September 3 1999, ieee Press, 1999.
    Abstract, gnu-zipped Postscript (373 KB) PDF (935 KB)

  • An Architecture for Modular On-Line Analytical Processing Systems: Supporting Distributed and Parallel Query Processing Using Co-operating CORBA Objects
    Workshop Proceedings of the 10th Intl. Conf. on Database and Expert Systems Applications, Workshop on Parallel and Distributed Databases (PADD99), Florence, Italy, August 30 - September 3 1999, ieee Press, 1999.
    Abstract, gnu-zipped Postscript (47 KB) PDF (74 KB)

  • SOMLib: A Digital Library System Based on Neural Networks
    Proceedings of the 4th ACM Conference on Digital Libraries (DL'99), Berkeley, CA, August 11 - 14 1999, ACM, 1999.
    Abstract, HTML, gnu-zipped Postscript (280 KB) PDF (1518 KB)

  • LabelSOM: On the Labeling of Self-Organizing Maps
    Proceedings of the International Joint Conference on Neural Networks (IJCNN'99), Washington, DC, July 10 - 16, 1999.
    Abstract, HTML, gnu-zipped Postscript (177 KB) PDF (1312 KB)

  • Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal its Secrets
    Proceedings of the 3. Pacific-Asia Conference on Knowledge Discovery and Data Mining} (PAKDD'99), Bejing, China, April 26--28, 1999. LNCS / Lecture Notes in Artificial Intelligence, LNAI 1574, pp. 228 - 237, Springer Verlag
    Abstract, HTML, gnu-zipped Postscript (173 KB) PDF (1506 KB)

    • 1998

    • Cluster Visualisierung in Unüberwachten Neuronalen Netzen (in German)
      Journal of the Austrian Society for Artificial Intelligence (ÖGAI), ÖGAI-Award 1998, Vol. 17, Nr. 4, 1998
      Abstract, HTML , gnu-zipped Postscript (164 KB)

    • Organization of Distributed Digital Libraries: A Neural Network-based Approach
      Proc. Intl. Symposium on Intelligent Data Engineering and Learning (IDEAL98), Hong Kong, Springer, 1998
      Abstract, HTML , gnu-zipped Postscript (97 KB)

    • Creating an Order in Distributed Digital Libraries by Integrating Independent Self-Organizing Maps
      Proc. International Conf. on Artificial Neural Networks (ICANN98), Skövde, Sweden, Springer, 1998
      Abstract, HTML , gnu-zipped Postscript (56 KB)

    • CIA's view of the world and what neural networks learn from it: A comparison of geographical document space representation metaphors
      Proc. 9th International Conf. on Database and Expert Systems Applications (DEXA98), Vienna, Austria, Lecture Notes in Computer Science (LNCS 1460), Springer, 1998
      Abstract, HTML , gnu-zipped Postscript (83 KB)

    • SOMLib: A Distributed Digital Library System Based on Self-Organizing Maps
      Proc 10th Italian Workshop on Neural Nets (WIRN98), Vietri sul Mare, Italy, Springer, 1998.
      Abstract, HTML , gnu-zipped Postscript (63 KB)

    • Finding Structure in Text Archives
      Proc European Symposium on Artificial Neural Networks (ESANN98), Bruges, Belgium, D-facto Publ., 1998
      Abstract, HTML , gnu-zipped Postscript (77 KB)


    1997

    • On the Similarity of Eagles, Hawks, and Cows -- Visualization of semantic similarity in self-organizing maps
      Proc Int'l Workshop on Fuzzy-Neuro-Systems'97 (FNS97), Soest, Germany, Infix (PAI5), 1997.
      HTML , gnu-zipped Postscript (63 KB)

    • Cluster Connections -- A visualization technique to reveal cluster boundaries in self-organizing maps
      Proc 9th Italien Workshop on Neural Nets (WIRN97), Vietri sul Mare, Italy, Springer, 1997.
      HTML , gnu-zipped Postscript (76 KB)

    • Alternative Ways for Cluster Visualization in Self-Organizing Maps
      Proc of the Workshop on Self-Organizing Maps (WSOM97), Helsinki, Finland, 1997.
      HTML , gnu-zipped Postscript (51 KB)