Publications by Peter Knees

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2011

Exploring the Music Similarity Space on the Web
M. Schedl, T. Pohle, P. Knees, and G. Widmer.
ACM Transactions on Information Systems, vol. 29, no. 3, article 14, July 2011.

A Music Information System Automatically Generated via Web Content Mining Techniques
M. Schedl, G. Widmer, P. Knees, and T. Pohle.
Information Processing & Management, vol. 47, pp. 426-439, 2011.

Towards Semantic Music Information Extraction from the Web Using Rule Patterns and Supervised Learning
P. Knees and M. Schedl.
Proceedings of the 2nd Workshop on Music Recommendation and Discovery (WOMRAD 2011) in conjunction with the 5th ACM Conference on Recommender Systems (RecSys 2011),
Chicago, IL, USA, October 23, 2011.
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Investigating the Similarity Space of Music Artists on the Micro-Blogosphere

M. Schedl, P. Knees, and S. Böck.

Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2011),
Miami, FL, USA, October 24-28, 2011.
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An Approach to Automatic Music Band Member Detection Based on Supervised Learning

P. Knees.

Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval (AMR 2011),
Barcelona, Spain, July 18-19, 2011.
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Personalization in Multimodal Music Retrieval

M. Schedl and P. Knees.

Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval (AMR 2011),
Barcelona, Spain, July 18-19, 2011.
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Large-Scale Music Exploration in Hierarchically Organized Landscapes Using Prototypicality Information

M. Schedl, C. Höglinger, and P. Knees.

Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2011),
Trento, Italy, April 17-20, 2011.
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2010

Text-Based Description of Music for Indexing, Retrieval, and Browsing

Dissertation, Johannes Kepler University Linz, November, 2010.
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A High-Level Audio Feature for Music Retrieval and Sorting

T. Pohle, P. Knees, K. Seyerlehner, and G. Widmer.

Proceedings of the 13th International Conference on Digital Audio Effects (DAFx-10),
Graz, Austria, September 6-10, 2010.

A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems

K. Seyerlehner, G. Widmer, and P. Knees.

Proceedings of the 8th International Workshop on Adaptive Multimedia Retrieval (AMR 2010),
Linz, Austria, August 17-18, 2010.
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Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval

P. Knees, M. Schedl, T. Pohle, K. Seyerlehner, and G. Widmer.

Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010),
Utrecht, Netherlands, August 9-13, 2010.
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What's Hot? Estimating Country-Specific Artist Popularity

M. Schedl, T. Pohle, N. Koenigstein, and P. Knees.
Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010),
Utrecht, Netherlands, August 9-13, 2010.
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Using Block-Level Features for Genre Classifiction, Tag Classification and Music Similarity Estimation

K. Seyerlehner, M. Schedl, T. Pohle, and P. Knees.
Online Proceedings of the 6th Annual Music Information Retrieval eXchange (MIREX 2010),
Utrecht, Netherlands, August 11, 2010.
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Automatic Music Tag Classification based on Block-Level Features

K. Seyerlehner, G. Widmer, M. Schedl, and P. Knees.
Proceedings of the 7th Sound and Music Computing Conference (SMC 2010),
Barcelona, Spain, July 21-24, 2010.
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2009

Context-based Music Similarity Estimation

M. Schedl and P. Knees.

Proceedings of the 3rd International Workshop on Learning the Semantics of Audio Signals (LSAS 2009),
Graz, Austria, December 2nd, 2009.
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Augmenting Text-Based Music Retrieval with Audio Similarity

P. Knees, T. Pohle, M. Schedl, D. Schnitzer, K. Seyerlehner, and G. Widmer.

Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09),

Kobe, Japan, October 26-30, 2009.
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Disc-JoQey: A Semi-Automatic Application to Segment and Tag Recordings from Vinyls

C. Junker and P. Knees.

10th International Society for Music Information Retrieval Conference (ISMIR'09), Demonstration Session

Kobe, Japan, October 26-30, 2009.
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On Rhythm and General Music Similarity

T. Pohle, D. Schnitzer, M. Schedl, P. Knees, and G. Widmer.

Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09),

Kobe, Japan, October 26-30, 2009.

Browsing Music Recommendation Networks

K. Seyerlehner, P. Knees, D. Schnitzer, and G. Widmer.

Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09),

Kobe, Japan, October 26-30, 2009.
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2008

sound/tracks: Real-Time Synaesthetic Sonification of Train Journeys
P. Knees, T. Pohle, and G. Widmer.
Proceedings of the 16th ACM International Conference on Multimedia (MM'08) - Interactive Arts Exhibition,
Vancouver, BC, Canada, October 27-November 1, 2008.
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sound/tracks: Real-Time Synaesthetic Sonification and Visualisation of Passing Landscapes
T. Pohle, P. Knees, and G. Widmer.
Proceedings of the 16th ACM International Conference on Multimedia (MM'08) - Interactive Arts Program,
Vancouver, BC, Canada, October 27-November 1, 2008.
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Oh Oh Oh Whoah! Towards Automatic Topic Detection in Song Lyrics
F. Kleedorfer, P. Knees, and T. Pohle.
Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08),
Philadelphia, PA, USA, September 14-18, 2008.
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Accessing Music Collections via Representative Cluster Prototypes in a Hierarchical Organization Scheme
M. Dopler, M. Schedl, T. Pohle, and P. Knees.
Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08),
Philadelphia, PA, USA, September 14-18, 2008.
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Frame-level Audio Similarity - A Codebook Approach
K. Seyerlehner, G. Widmer, and P. Knees
Proceedings of the 11th International Conference on Digital Audio Effects (DAFx-08),

Espoo, Finland, September 1-4, 2008.
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A Deeper Look into Web-based Classification of Music Artists
P. Knees, M. Schedl, and T. Pohle.
Proceedings of the (LSAS 2008),
Paris, France, June 21st, 2008.
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Investigating Different Term Weighting Functions for Browsing Artist-Related Web Pages by Means of Term Co-Occurrences
M. Schedl and P. Knees.
Proceedings of the (LSAS 2008),
Paris, France, June 21st, 2008.
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Real-Time Synaesthetic Sonification of Traveling Landscapes
T. Pohle and P. Knees.
Proceedings of the 5th International Mobile Music Workshop (MMW'08),

Vienna, Austria, May 13-15, 2008.
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A Document-centered Approach to a Natural Language Music Search Engine
P. Knees, T. Pohle, M. Schedl, D. Schnitzer, and K. Seyerlehner.
Proceedings of the 30th European Conference on Information Retrieval (ECIR'08),

Glasgow, Scotland, UK, March 30-April 3, 2008.
© Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series.
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Towards an Automatically Generated Music Information System via Web Content Mining
M. Schedl, P. Knees, T. Pohle, and G. Widmer.
Proceedings of the 30th European Conference on Information Retrieval (ECIR'08),

Glasgow, Scotland, UK, March 30-April 3, 2008.
© Springer-Verlag, Published in the Lecture Notes in Computer Science (LNCS) series.
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2007

Exploring Music Collections in Virtual Landscapes
P. Knees, M. Schedl, T. Pohle, and G. Widmer.

IEEE MultiMedia, vol. 14, no. 3, pp. 46-54, 2007.
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"Reinventing The Wheel": A Novel Approach to Music Player Interfaces
T. Pohle, P. Knees, M. Schedl, E. Pampalk, and G. Widmer.
IEEE Transactions on Multimedia, vol. 9, no. 3, pp. 567-575, 2007.
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One-Touch Access to Music on Mobile Devices

D. Schnitzer, T. Pohle, P. Knees, and G. Widmer.

Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia (MUM 2007),

Oulu, Finland, December 12-14, 2007.
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Browsing the Web Using Stacked Three-Dimensional Sunbursts to Visualize Term Co-Occurrences and Multimedia Content
M. Schedl, P. Knees, G. Widmer, K. Seyerlehner, and T. Pohle.
Proceedings of the IEEE Visualization 2007 (Vis'07),

Sacramento, California, USA, October 2007.
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The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era
G. Geleijnse, M. Schedl, and P. Knees.

Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR'07),

Vienna, Austria, September 23-27, 2007.
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Meaningfully Browsing Music Services
T. Pohle, P. Knees, M. Schedl, and G. Widmer.
Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR'07),
Vienna, Austria, September 23-27, 2007.
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Search & Select - Intuitively Retrieving Music from Large Collections
P. Knees.

Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR'07),

Vienna, Austria, September 23-27, 2007.
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A Music Search Engine Built upon Audio-based and Web-based Similarity Measures
P. Knees, T. Pohle, M. Schedl, and G. Widmer.

Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR'07),

Amsterdam, Netherlands, July 23-27, 2007.
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Searching for Music using Natural Language Queries and Relevance Feedback
P. Knees and G. Widmer.

Proceedings of the 5th International Workshop on Adaptive Multimedia Retrieval (AMR'07),

Paris, France, July 5-6, 2007.
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Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts
T. Pohle, P. Knees, M. Schedl, and G. Widmer.
Proceedings of the 5th International Workshop on Content Based Multimedia Indexing (CBMI'07),
Bordeaux, France, June 25-27, 2007.
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The CoMIRVA Toolkit for Visualizing Music-Related Data
M. Schedl, P. Knees, K. Seyerlehner, and T. Pohle.
Proceedings of the 9th Eurographics/IEEE VGTC Symposium on Visualization (EuroVis'07),

Norrköping, Sweden, May 23-25 2007.
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2006

Automatically Describing Music on a Map
P. Knees, T. Pohle, M. Schedl, and G. Widmer.
Proceedings of the (LSAS'06),
Athens, Greece, December 6th, 2006.
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Automatically Adapting the Structure of Audio Similarity Spaces
T. Pohle, P. Knees, M. Schedl, and G. Widmer.
Proceedings of the (LSAS'06),
Athens, Greece, December 6th, 2006.
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Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies
M. Schedl, P. Knees, and G. Widmer.
Proceedings of the 1st IEEE International Conference on Digital Information Management (ICDIM'06),
Bangalore, India, December 6-8, 2006.
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Combining Audio-based Similarity with Web-based Data to Accelerate Automatic Music Playlist Generation
P. Knees, T. Pohle, M. Schedl, and G. Widmer.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'06),

Santa Barbara, California, USA, October 26-27, 2006.
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An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web
P. Knees, M. Schedl, T. Pohle, and G. Widmer.
Proceedings of the 14th ACM International Conference on Multimedia (MM'06),

Santa Barbara, California, USA, October 23-27, 2006.
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Independent Component Analysis for Music Similarity Computation
T. Pohle, M. Schedl, P. Knees, and G. Widmer.
Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06),
Victoria, BC, Canada, October 8-12, 2006.
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Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis
M. Schedl, T. Pohle, P. Knees, and G. Widmer.
Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06),
Victoria, BC, Canada, October 8-12, 2006.
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Towards Automatic Retrieval of Album Covers
M. Schedl, P. Knees, T. Pohle, and G. Widmer.
Proceedings of the 28th European Conference on Information Retrieval (ECIR'06),
London, UK, April 10-12, 2006.
© Springer, published in the Lecture Notes in Computer Science (LNCS) series
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2005

Automatic Classification of Musical Artists based on Web-Data
P. Knees, E. Pampalk, and G. Widmer.
ÖGAI Journal, vol. 24, no.1, pp. 16-25, 2005.
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From Sound to "Sense" via Feature Extraction and Machine Learning: Deriving High-level Descriptors for Characterising Music
G. Widmer, S. Dixon, P. Knees, E. Pampalk, and T. Pohle.
In M. Leman and D. Cirotteau (Eds.), Sound to Sense: Sense to Sound: A State-of-the-Art. S2S2 Consortium, Florence.
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Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists
M. Schedl, P. Knees, and G. Widmer.
Proceedings of the IEEE Visualization 2005 (Vis'05),
Minneapolis, Minnesota, USA, October 2005.
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Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity
M. Schedl, P. Knees, and G. Widmer.
Proceedings of the 3rd International Symposium on Computer Music Modeling and Retrieval (CMMR'05),
Pisa, Italy, September 2005.
© Springer, published in the Lecture Notes in Computer Science (LNCS) series
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Discovering and Visualizing Prototypical Artists by Web-based Co-Occurrence Analysis
M. Schedl, P. Knees, and G. Widmer.
Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR'05), pp. 21-28,
London, UK, September 11-15, 2005.
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Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics
P. Knees, M. Schedl, and G. Widmer.
Proceedings of the 6th International Conference on Music Information Retrieval (ISMIR'05), pp. 564-569,
London, UK, September 11-15, 2005.
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>> Addendum to "Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics"
     P. Knees, Technical Report CPJKU-TR-2008-MLA, Dept. of Computational Perception, Johannes Kepler University Linz, Austria, 2008.
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Studio Report: The Maching Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (OFAI)
G. Widmer, S. Dixon, A. Flexer, W. Goebl, P. Knees, S.T. Madsen, E. Pampalk, T. Pohle, M. Schedl, and A. Tobudic.
Proceedings of the 2005 International Computer Music Conference (ICMC'05),
Barcelona, Spain, September 2005.
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A Web-Based Approach to Assessing Artist Similarity using Co-Occurrences
M. Schedl, P. Knees, and G. Widmer.
Proceedings of the 4th International Workshop on Content-Based Multimedia Indexing (CBMI'05),
Riga, Latvia, June 2005.
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2004

Automatische Klassifikation von Musikkünstlern basierend auf Web-Daten
Diplomarbeit, Technische Universität Wien, November 2004.
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Artist Classification with Web-based Data
P. Knees, E. Pampalk, and G. Widmer.
Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), pp. 517-524,
Barcelona, Spain, October 10-14, 2004.
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last edited by pk at 2010-05-19