Publications of Thomas Lidy

@inproceedings{pons_cbmi2016,
  author = {Jordi Pons and Thomas Lidy and Xavier Serra},
  title = {Experimenting with Musically Motivated Convolutional Neural Networks},
  booktitle = {Proceedings of the 14th International Workshop on Content-based Multimedia Indexing (CBMI 2016)},
  month = {June},
  year = {2016},
  address = {Bucharest, Romania}
}

@inproceedings{lidy_mirex2015,
  author = {Thomas Lidy},
  title = {Spectral Convolutional Neural Network for Music Classification},
  booktitle = {Music Information Retrieval Evaluation eXchange (MIREX)},
  year = {2015},
  month = {October},
  address = {Malaga, Spain}
}

@article{lidy_ocg2015,
  author = {Thomas Lidy and Alexander Schindler},
  title = {Klingende Bausteine f{\"u}r die Industrie},
  journal = {OCG Journal},
  year = {2015},
  number = {40},
  pages = {17-18},
  publisher = {Austrian Computer Society / {\"O}sterreichische Computer Gesellschaft (OCG)},
  url = {http://www.ocg.at/sites/ocg.at/files/medien/pdfs/OCG-Journal1502.pdf},
  researchfields = {MIR}
}

@article{lidy_ercim101,
  author = {Thomas Lidy and Alexander Schindler and Michela Magas},
  title = {MusicBricks: Connecting Digital Creators to the Internet of Music Things },
  journal = {ERCIM News},
  year = {2015},
  month = {April},
  number = {101},
  publisher = {ERCIM},
  url = {http://ercim-news.ercim.eu/en101/special/musicbricks-connecting-digital-creators-to-the-internet-of-music-things},
  pdf = {http://ercim-news.ercim.eu/images/stories/EN101/EN101-web.pdf},
  researchfields = {MIR}
}

@incollection{liem_dagstuhl2012,
  author = {Cynthia C.S. Liem and Andreas Rauber and Thomas Lidy and Richard Lewis and Christopher Raphael and Joshua D. Reiss and Tim Crawford and Alan Hanjalic},
  title = {{Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap}},
  booktitle = {Multimodal Music Processing},
  pages = {227--246},
  series = {Dagstuhl Follow-Ups},
  isbn = {978-3-939897-37-8},
  issn = {1868-8977},
  year = {2012},
  volume = {3},
  editor = {Meinard M{\"u}ller and Masataka Goto and Markus Schedl},
  publisher = {Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address = {Dagstuhl, Germany},
  url = {http://drops.dagstuhl.de/opus/volltexte/2012/3475},
  urn = {urn:nbn:de:0030-drops-34759},
  doi = {http://dx.doi.org/10.4230/DFU.Vol3.11041.227},
  annote = {Keywords: music information retrieval, music computing, domain expertise, technology adoption, user needs, cross-disciplinary collaboration},
  researchfields = {MIR}
}

@article{chorus_ercim_news88,
  author = {Yiannis Kompatsiaris and Spiros Nikolopoulos and Thomas Lidy and Andreas Rauber},
  title = {Media Search Cluster White Paper on "Search Computing"},
  journal = {ERCIM News},
  year = {2012},
  number = {88},
  month = {January},
  owner = {lidy},
  timestamp = {2011.12.06},
  researchfields = {MIR}
}

@incollection{lidy_media-search-cluster-whitepaper11,
  author = {Thomas Lidy et al.},
  title = {Searching in Music business area; Visual Search Interfaces},
  booktitle = {Search Computing - Business Areas, Research and Socio-Economic Challenges (Media Search Cluster White Paper)},
  publisher = {European Commission - Information Society and Media},
  year = {2011},
  editor = {Spiros Nikolopoulos and Yiannis Kompatsiaris},
  month = {July},
  doi = {10.2759/52084},
  isbn = {978-92-79-18514-4},
  pdf = {http://avmediasearch.eu/public/files/chorusplus%20activities/MSCluster_WhitePaper_search%20computing.pdf},
  researchfields = {MIR}
}

@article{lidy_d-lib_musictt11,
  author = {Thomas Lidy and Andreas Rauber and Pieter van der Linden and Jean-Charles Point},
  title = {Think-Tank on the Future of Music Search, Access and Consumption},
  journal = {D-Lib Magazine},
  year = {2011},
  month = {March/April},
  comment = {In Brief},
  doi = {10.1045/dlib.magazine},
  howpublished = {Website},
  issn = {1082-9873},
  owner = {lidy},
  timestamp = {2011.12.06},
  url = {http://www.dlib.org/dlib/march11/03inbrief.html},
  researchfields = {MIR}
}

@techreport{chorus_music_tt_11,
  author = {Thomas Lidy and Pieter van der Linden},
  title = {Report on 3rd CHORUS+ Think-Tank: Think-Tank on the Future of Music Search, Access and Consumption, MIDEM 2011},
  institution = {CHORUS+ European Coordination Action on Audiovisual Search},
  year = {2011},
  address = {Cannes, France},
  month = {March 15},
  pdf = {http://avmediasearch.eu/public/files/Chorus+_MusicThinkTank-Report_TheFutureOfMusicSearchAccessAndConsumption_final.pdf},
  researchfields = {MIR}
}

@inproceedings{lidy10_ismir,
  author = {Thomas Lidy and Rudolf Mayer and Andreas Rauber and Pedro J. Ponce de Le\'{o}n and Antonio Pertusa and Jos\'{e} M. I{\~n}esta},
  title = {A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization},
  booktitle = {Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010)},
  year = {2010},
  editor = {J. Stephen Downie and Remco C. Veltkamp},
  pages = {279-284},
  address = {Utrecht, The Netherlands},
  month = {August 9-13},
  organization = {International Society for Music Information Retrieval},
  publisher = {International Society for Music Information Retrieval},
  isbn = {978-90-393-53813},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/lid_ismir10.pdf},
  researchfields = {MIR}
}

@inproceedings{lidy_sonarflow_ismir10,
  author = {Thomas Lidy},
  title = {Sonarflow: Visual Music Exploration and Discovery},
  booktitle = {Proceedings of the 11th International Society for Music Information Retrieval
  Conference (ISMIR 2010)},
  year = {2010},
  address = {Utrecht, The Netherlands},
  month = {August 9-13},
  researchfields = {MIR}
}

@article{lidy10:1032[TUW-181187],
  author = {Thomas Lidy and Carlos N. Silla and Olmo Cornelis and Fabien Gouyon and Andreas Rauber and Celso A. A. Kaestner and Alessandro L. Koerich},
  title = {On the Suitability of State-of-the-art Music Information Retrieval Methods for Analyzing, Categorizing, Structuring and Accessing Non-Western and Ethnic Music Collections},
  journal = {Signal Processing},
  year = {2010},
  volume = {90},
  number = {4},
  pages = {1032--1048},
  doi = {10.1016/j.sigpro.2009.09.014},
  keywords = {Ethnic music; Latin music; Non-Western music; Audio analysis; Music information retrieval; Classification; Access; Self-Organizing Map},
  researchfields = {MIR}
}

@incollection{lidy09:448[TUW-181186],
  author = {Thomas Lidy and Andreas Rauber},
  title = {Music Information Retrieval},
  booktitle = {Handbook of Research on Digital Libraries: Design, Development, and Impact},
  year = {2009},
  pages = {448--456},
  organization = {{IGI} Global},
  publisher = {{IGI} Global},
  isbn = {978-1-59904-879-6},
  keywords = {Music Information Retrieval, Audio Signal Analysis, Digital Audio, Symbolic Music, Feature Extraction, Self-Organizing Map},
  researchfields = {MIR}
}

@inproceedings{lidy_mirex09,
  author = {Thomas Lidy and A. Grecu and A. Rauber and A. Pertusa and P. J. Ponce
	de Le\'{o}n and J. M. I\~{n}esta},
  title = {MIREX 2009: A Multi-Feature-Set Multi-Classifier Ensemble Approach
	For Audio Music Classification},
  booktitle = {MIREX 2009 - Music Information Retrieval Evaluation eXchange},
  year = {2009},
  address = {Kobe, Japan},
  month = {October 26-30},
  abstract = {The approach of combining a multitude of audio features and also symbolic
	features (through transcription of audio to MIDI) for music classification
	proved useful, as shown previously. We extended the system submitted
	to MIREX 2008 by including temporal audio features, adding another
	audio analysis algorithm based on finding templates on music, enhancing
	the polyphonic audio to MIDI transcription system and using an ensemble
	of classification models specializing on feature subsets, rather
	than combining all features to feed a single classifier, like in
	the previous MIREX.
	},
  researchfields = {MIR}
}

@incollection{lidy08:249[TUW-141781],
  author = {Thomas Lidy and Andreas Rauber},
  title = {Classification and Clustering of Music for Novel Music Access Applications},
  booktitle = {Machine Learning Techniques for Multimedia},
  year = {2008},
  editor = {Cord, Matthieu and Cunningham, P{\'a}draig},
  pages = {249--285},
  publisher = {Springer},
  address = {Berlin Heidelberg},
  isbn = {978-3-540-75170-0},
  doi = {10.1007/978-3-540-75171-7{\_}11},
  keywords = {music information retrieval, classification, clustering, Self-Organizing Map, interfaces},
  researchfields = {MIR}
}

@inbook{book_cimp_ec3,
  chapter = {A Synthetic 3D Multimedia Environment},
  pages = {79--98},
  title = {Computational Intelligence in Multimedia Processing: Recent Advances},
  publisher = {Springer Berlin / Heidelberg},
  year = {2008},
  editor = {Aboul Ella Hassanien and Ajith Abraham and Janusz Kacprzyk},
  author = {Ronald Genswaider and Helmut Berger and Michael Dittenbach and Andreas Pesenhofer and Dieter Merkl and Andreas Rauber and Thomas Lidy},
  volume = {96},
  series = {Studies in Computational Intelligence},
  month = {April 23},
  abstract = {In this chapter we present The MediaSquare, a synthetic 3D multimedia environment we are currently developing.
  The MediaSquare enables users, impersonated as avatars, to browse and experience multimedia content by literally walking through it. Users may engage in conversations with other users, exchange experiences as well as collectively explore and enjoy the featured content.
  The combination of algorithms from the area of artificial intelligence with state-of-the-art 3D virtual environments creates an intuitive interface that provides access to manually as well as automatically structured multimedia data while allowing to take advantage of spatial metaphors.},
  doi = {10.1007/978-3-540-76827-2},
  isbn = {978-3-540-76826-5},
  url = {http://www.springerlink.com/content/k425v5614723p671/},
  researchfields = {MIR}
}

@inproceedings{agosti07:71[TUW-141397],
  author = {Maristella Agosti and Stefano Berretti and Gert Brettlecker and Alberto Del Bimbo and Nicola Ferro and Norbert Fuhr and Daniel Keim and Claus-Peter Klas and Thomas Lidy and Diego Milano and Moira Norrie and Paola Ranaldi and Andreas Rauber and Hans-J{\"o}rg Schek and Tobias Schreck and Heiko Schuldt and Beat Signer and Michael Springmann},
  title = {{DelosDLMS} - the Integrated {DELOS} Digital Library Management System},
  booktitle = {{DELOS} Conference on Digital Libraries 2007},
  year = {2007},
  pages = {71--80},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_5012.pdf},
  keywords = {Digital Library Management System, {SOA}},
  researchfields = {MIR}
}

@inproceedings{lidy_ismir07,
  author = {Thomas Lidy and Andreas Rauber and Antonio Pertusa and Jos{\'e} Manuel I{\~n}esta},
  title = {Improving Genre Classification by Combination of Audio and Symbolic Descriptors Using a Transcription System},
  booktitle = {Proceedings of the International Conference on Music Information Retrieval (ISMIR)},
  year = {2007},
  pages = {61--66},
  address = {Vienna, Austria},
  month = {September 23-27},
  isbn = {978-3-85403-218-2},
  researchfields = {MIR}
}

@inproceedings{lidy07[TUW-141398],
  author = {Thomas Lidy and Andreas Rauber and Antonio Pertusa and Jos{\'e} Manuel I{\~n}esta},
  title = {{MIREX} 2007: Combining Audio And Symbolic Descriptors For Music Classification From Audio},
  booktitle = {{MIREX} 2007},
  year = {2007},
  numpages = {4},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_5013.pdf},
  keywords = {{MIREX}, music information retrieval, genre classification, audio features, symbolic descriptors},
  researchfields = {MIR}
}

@mastersthesis{lidy_master,
  author = {Thomas Lidy},
  title = {Evaluation of New Audio Features and Their Utilization in Novel Music Retrieval Applications},
  school = {Vienna University of Technology},
  year = {2006},
  month = {December},
  researchfields = {MIR}
}

@inproceedings{benetos06[TUW-140043],
  author = {Emmanouil Benetos and Constantine Kotropoulos and Thomas Lidy and Andreas Rauber},
  title = {Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification},
  booktitle = {Proceeedings of the 14th European Signal Processing Conference},
  year = {2006},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_3607.pdf},
  researchfields = {MIR}
}

@inproceedings{lidy06[TUW-140047],
  author = {Thomas Lidy and Andreas Rauber},
  title = {{MIREX} 2006: Computing Statistical Spectrum Descriptors for Audio Music Similarity and Retrieval},
  booktitle = {{MIREX} 2006},
  year = {2006},
  numpages = {5},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_3611.pdf},
  researchfields = {MIR}
}

@inproceedings{lidy06:186[TUW-140044],
  author = {Thomas Lidy and Andreas Rauber},
  title = {Visually Profiling Radio Stations},
  booktitle = {Proceedings of the 7th International Conference on Music Information Retrieval},
  year = {2006},
  pages = {186--191},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_3608.pdf},
  isbn = {978-1-55058-349-6},
  researchfields = {MIR}
}

@inproceedings{italian_dsp06,
  author = {Massimo Magrini and Tommaso Giunti and Graziano Bertini and Andreas Rauber and Thomas Lidy},
  title = {Un metodo basato su DSP per l'enhancement dei transienti nella musica registrata (A DSP-based method for transient restoration of recorded music)},
  booktitle = {DSP Application Day 2006},
  year = {2006},
  address = {Milano, Italy},
  month = {September 18},
  abstract = {The set of audio treatment methods commonly used in many FM radio and in today mastering process of popular music tends to increase the loudness perception of the final audio product, obtaining a loud but ?flat? sound.  This satisfies the majors for commercial purposes, but the bad effects introduced are dynamic range reduction, poor transients and loss in fidelity at the end.
  We have proposed a method for time domain transient restoration of recorded music that recovers the clarity similar that of live performance.
  The algorithm is easily implementable with low cost Digital Signal Processors i.e. in stand alone devices or included in HW (iPod like) or SW (Winamp like) audio player applications. The way to automatically tune the effect by onthe- fly features extraction from the played songs is under study.
  This goal is pursued jointly with a research group of Tech. Univ of Wien working in music classification and retrival, in the framework of EU MUSCLE-NoE project.},
  researchfields = {MIR}
}

@inproceedings{lidy05[TUW-140046],
  author = {Thomas Lidy and Andreas Rauber},
  title = {{MIREX} 2005: Combined fluctuation features for music genre classification},
  booktitle = {{MIREX} 2005},
  year = {2005},
  numpages = {3},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_3610.pdf},
  researchfields = {MIR}
}

@inproceedings{lidy05:34[TUW-139385],
  author = {Thomas Lidy and Andreas Rauber},
  title = {Evaluation of Feature Extractors and Psycho-acoustic Transformations for Music Genre Classification},
  booktitle = {Proceedings of the Sixth International Conference on Music Information Retrieval},
  year = {2005},
  pages = {34--41},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_2919.pdf},
  isbn = {0-9551179-0-9},
  researchfields = {MIR}
}

@inproceedings{Lid05ICMC,
  author = {Thomas Lidy and Georg P\"olzlbauer and Andreas Rauber},
  title = {Sound Re-synthesis From Rhythm Pattern Features - Audible Insight Into A Music Feature Extraction Process},
  booktitle = {Proceedings of the International Computer Music Conference (ICMC)},
  year = {2005},
  pages = {93--96},
  address = {Barcelona, Spain},
  month = {September 5--9},
  researchfields = {MIR}
}

@inproceedings{lidy03[TUW-137949],
  author = {Thomas Lidy and Andreas Rauber},
  title = {Genre-oriented Organization of Music Collections using the {SOMeJB} System: An Analysis of Rhythm Patterns and Other Features},
  booktitle = {Proceedings of the {DELOS} Workshop on Multimedia Contents in Digital Libraries},
  year = {2003},
  publisher = {{ERCIM}},
  researchfields = {MIR}
}

@inproceedings{lidy_03wda,
  author = {Thomas Lidy},
  title = {Marsyas and Rhythm Patterns: Evaluation of Two Music Genre Classification Systems},
  booktitle = {Proceedings of the Fourth Workshop on Data Analysis (WDA2003)},
  year = {2003},
  address = {Ruzomberok, Slovak Republic},
  month = {June 13-15},
  abstract = {Within the last years several technologies for automatic genre- or content-based music classification have been developed. Two of them are the Rhythm Patterns, which were developed by Andreas Rauber et al. within the SOMeJB system, and the MARSYAS system by George Tzanetakis.
  While delivering promising results, none of them can at present be regarded as perfect. This paper describes the evaluation of both of the aforementioned systems and discusses the classification results of each of them individually as well as the differences (strengths and weaknesses) of the systems in a comparison.},
  isbn = {80-7097-523-7},
  researchfields = {MIR}
}

@inproceedings{kalkusch_art02,
  author = {Michael Kalkusch and Thomas Lidy and Michael Knapp and Gerhard Reitmayr and Hannes Kaufmann and Dieter Schmalstieg},
  title = {Structured Visual Markers for Indoor Pathfinding},
  booktitle = {Proceedings of the First IEEE International Workshop on ARToolKit},
  year = {2002},
  publisher = {IEEE},
  isbn = {0-7803-7680-3},
  pdf = {http://www.ims.tuwien.ac.at/media/documents/publications/SignPostFinal.pdf}
}

@inproceedings{mayer_ISMIR2006,
  author = {Rudolf Mayer and Thomas Lidy and Andreas Rauber},
  title = {{The Map of Mozart}},
  booktitle = {Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06)},
  year = {2006},
  pages = {351-352},
  month = {October 8-12},
  location = {Victoria, Canada},
  doi = {10.5281/zenodo.1416060},
  url = {https://zenodo.org/record/1416060#.XQlOEt9fiV4},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ismir06.pdf},
  researchfields = {MIR}
}

@article{MAY_06ocg,
  author = {Rudolf Mayer and Thomas Lidy and Andreas Rauber},
  title = {{Map of Mozart}},
  journal = {Journal of the Austrian Computer Society (OCG)},
  year = {2006},
  volume = {31},
  pages = {12-13},
  number = {2},
  month = {June},
  pdf = {http://www.ifs.tuwien.ac.at/%7Emayer/publications/pdf/may_ocg06.pdf},
  researchfields = {MIR}
}

@inproceedings{rau_semantics05,
  author = {Andreas Rauber and Michael Dittenbach and Helmut Berger and Andreas Pesenhofer and Georg P\"olzlbauer and Natalya Sokolovska and Rudolf Mayer and Thomas Lidy and Robert Neumayer},
  title = {Detecting and Exploring Semantic Concepts in Unstructured Data},
  booktitle = {Proceedings of the International Symposium on Semantic Systems in the Knowledge Society - Challenges \& Opportunities},
  year = {2005},
  address = {Vienna, Austria},
  month = {November 23 - 25},
  publisher = {OCG}
}

@inproceedings{dittenbach07[TUW-141395],
  author = {Dittenbach, Michael and Berger, Helmut and Genswaider, Ronald and Pesenhofer, Andreas and Andreas Rauber and Thomas Lidy and Merkl, Wolfdieter},
  title = {Shaping {3D} Multimedia Environments: The Media Square},
  booktitle = {Proceedings of the 6th {ACM} International Conference on Image and Video Retrieval},
  year = {2007},
  numpages = {4},
  pdf = {http://publik.tuwien.ac.at/files/pub-inf_5010.pdf},
  isbn = {978-1-59593-733-9},
  keywords = {{3D} collaborative environments, self-organizing map, multimedia, game engine},
  researchfields = {MIR}
}

@article{FRA_09mtap,
  author = {Jakob Frank and Thomas Lidy and Ewald Peiszer and Ronald Genswaider and Andreas Rauber},
  title = {{Creating ambient music spaces in real and virtual worlds}},
  journal = {Multimedia Tools and Applications},
  year = {2009},
  publisher = {Springer},
  issn = {1380-7501},
  doi = {10.1007/s11042-009-0275-y},
  pages = {449--468},
  volume = {44},
  number = {3},
  month = sep,
  researchfields = {MIR}
}

@inproceedings{FRA_08same,
  author = {Jakob Frank and Thomas Lidy and Ewald Peiszer and Ronald Genswaider and Andreas Rauber},
  title = {Ambient music experience in real and virtual worlds using audio similarity},
  booktitle = {Proceedings of the 1st ACM Workshop on Semantic Ambient Media Experiences (SAME 2008)},
  year = {2008},
  month = {October 31},
  pages = {9--16},
  publisher = {ACM},
  url = {http://publik.tuwien.ac.at/files/PubDat_170404.pdf},
  isbn = {978-1-60558-314-3},
  doi = {10.1145/1461912.1461915},
  keywords = {ambient multimedia, music spaces, virtual reality},
  note = {talk: 1st ACM Workshop on Semantic Ambient Media Experiences (SAME 2008), Vancouver, Canada; 2008-10-31},
  researchfields = {MIR}
}

@inproceedings{FRA_08acmmm,
  author = {Jakob Frank and Thomas Lidy and Peter Hlavac and Andreas Rauber},
  title = {Map-based music interfaces for mobile devices},
  booktitle = {MM '08: Proceeding of the 16th ACM international conference on Multimedia},
  year = {2008},
  isbn = {978-1-60558-303-7},
  pages = {981--982},
  location = {Vancouver, British Columbia, Canada},
  doi = {http://doi.acm.org/10.1145/1459359.1459539},
  publisher = {ACM},
  address = {New York, NY, USA},
  month = {October 27--31},
  researchfields = {MIR}
}

@incollection{SIL_08springer,
  author = {Sanni Siltanen and Charles Woodward and Seppo Valli and Petri Honkamaa and Andreas Rauber and Jakob Frank and Thomas Lidy and Robert Neumayer},
  title = {Natural/ Novel User Interfaces for Mobile Devices},
  booktitle = {Multimodal Processing and Interaction - Audio, Video, Text},
  month = {August},
  year = {2008},
  organization = {Springer},
  publisher = {Springer},
  isbn = {978-0-387-76315-6},
  researchfields = {MIR}
}

@inproceedings{NEU07_vmdl,
  author = {Robert Neumayer and Jakob Frank and Peter Hlavac and Thomas Lidy and Andreas Rauber},
  title = {Bringing Mobile Based Map Access to Digital Audio to the End User},
  booktitle = {Proceedings of the 14th International Conference on Image Analysis and Processing Woorkshops ({ICIAP'07}),  1st Workshop on Video and Multimedia Digital Libraries ({VMDL'07})},
  year = {2007},
  month = {September 10-13},
  address = {Modena, Italy},
  publisher = {IEEE},
  pages = {9-14},
  isbn = {0-7695-2921-6},
  pdf = {http://ifs.tuwien.ac.at/%7Eneumayer/pubs/NEU07_iciap.pdf},
  ps = {http://ifs.tuwien.ac.at/%7Eneumayer/pubs/NEU07_iciap_poster.pdf},
  researchfields = {MIR}
}

@article{RAU05_ercim,
  author = {Andreas Rauber and Thomas Lidy and Robert Neumayer},
  title = {Maps of Music},
  journal = {Ercim News},
  volume = {62},
  pages = {18},
  year = {2005},
  url = {http://www.ercim.org/publication/Ercim_News/enw62/rauber.html},
  pdf = {http://www.ercim.org/publication/Ercim_News/enw62/EN62.pdf},
  researchfields = {MIR}
}

@inproceedings{NEU05_imn,
  author = {Robert Neumayer and Thomas Lidy and Andreas Rauber},
  title = {Content-based Organization of Digital Audio Collections},
  booktitle = {Proceedings of the 5th Open Workshop of MUSICNETWORK},
  year = {2005},
  address = {Vienna, Austria},
  month = {July 4-5},
  pdf = {http://www.ifs.tuwien.ac.at/%7Eneumayer/pubs/NEU05_imn.pdf},
  researchfields = {MIR}
}

@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}
}