2021

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Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019
Jens Adamczak | Yashar Deldjoo | Farshad Bakhshandegan Moghaddam | Peter Knees | Gerard Paul Leyson | Philipp Monreal
2021 Volume 12 Issue 1

2020

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Intelligent User Interfaces for Music Discovery
Peter Knees | Markus Schedl | Masataka Goto
2020 Volume 3 Issue 1

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Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access
Markus Schedl | Michael Mayr | Peter Knees
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020

2019

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Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other
Sebastian Böck | Matthew E. P. Davies | Peter Knees
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come
Peter Knees | Markus Schedl | Masataka Goto
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2017

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Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks
Richard Vogl | Matthias Dorfer | Gerhard Widmer | Peter Knees
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Music Similarity and Retrieval - An Introduction to Audio- and Web-based Strategies
Peter Knees | Markus Schedl
2016 Volume 36

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Searching for Audio by Sketching Mental Images of Sound: A Brave New Idea for Audio Retrieval in Creative Music Production
Peter Knees | Kristina Andersen
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016

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Recurrent Neural Networks for Drum Transcription
Richard Vogl | Matthias Dorfer | Peter Knees
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR
Kristina Andersen | Peter Knees
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections
Peter Knees | Ángel Faraldo | Perfecto Herrera | Richard Vogl | Sebastian Böck | Florian Hörschläger | Mickael Le Goff
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Improving Music Recommendations with a Weighted Factorization of the Tagging Activity
Andreu Vall | Marcin Skowron | Peter Knees | Markus Schedl
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Music Retrieval and Recommendation: A Tutorial Overview
Peter Knees | Markus Schedl
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

2014

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The use of social media for music analysis and creation within the giantsteps project
Peter Knees
SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia

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SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia

SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia

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Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness
Peter Knees | Dominik Schnitzer | Arthur Flexer
International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014

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SoMeRA 2014: social media retrieval and analysis workshop
Markus Schedl | Peter Knees | Jialie Shen
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2013

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Hybrid music information retrieval
Peter Knees | Markus Schedl | Òscar Celma
2013 Volume 2 Issue 1

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Music similarity and retrieval
Peter Knees | Markus Schedl
The 36th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '13, Dublin, Ireland - July 28 - August 01, 2013

2012

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nepDroid: an intelligent mobile music player
Sebastian Huber | Markus Schedl | Peter Knees
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

2011

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Exploring the music similarity space on the web
Markus Schedl | Tim Pohle | Peter Knees | Gerhard Widmer
2011 Volume 29 Issue 3

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A music information system automatically generated via Web content mining techniques
Markus Schedl | Gerhard Widmer | Peter Knees | Tim Pohle
2011 Volume 47 Issue 3

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Large-scale music exploration in hierarchically organized landscapes using prototypicality information
Markus Schedl | Christian Höglinger | Peter Knees
Proceedings of the 1st International Conference on Multimedia Retrieval, ICMR 2011, Trento, Italy, April 18 - 20, 2011

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Investigating the Similarity Space of Music Artists on the Micro-Blogosphere
Markus Schedl | Peter Knees | Sebastian Böck
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2010

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Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval
Peter Knees | Markus Schedl | Tim Pohle | Klaus Seyerlehner | Gerhard 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
Markus Schedl | Tim Pohle | Noam Koenigstein | Peter Knees
Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010

2009

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Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations
Peter Knees | Tim Pohle | Markus Schedl | Dominik Schnitzer | Klaus Seyerlehner | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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On Rhythm and General Music Similarity
Tim Pohle | Dominik Schnitzer | Markus Schedl | Peter Knees | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Browsing Music Recommendation Networks
Klaus Seyerlehner | Peter Knees | Dominik Schnitzer | Gerhard Widmer
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

2008

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Oh Oh Oh Whoah! Towards Automatic Topic Detection In Song Lyrics
Florian Kleedorfer | Peter Knees | Tim Pohle
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

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Accessing Music Collections Via Representative Cluster Prototypes in a Hierarchical Organization Scheme
Markus Dopler | Markus Schedl | Tim Pohle | Peter Knees
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

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A Document-Centered Approach to a Natural Language Music Search Engine
Peter Knees | Tim Pohle | Markus Schedl | Dominik Schnitzer | Klaus Seyerlehner
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

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Towards an Automatically Generated Music Information System Via Web Content Mining
Markus Schedl | Peter Knees | Tim Pohle | Gerhard Widmer
Advances in Information Retrieval , 30th European Conference on IR Research, ECIR 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings

2007

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The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era
Gijs Geleijnse | Markus Schedl | Peter Knees
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Search & Select - Intuitively Retrieving Music from Large Collections
Peter Knees
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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Meaningfully Browsing Music Services
Tim Pohle | Peter Knees | Markus Schedl | Gerhard Widmer
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

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A music search engine built upon audio-based and web-based similarity measures
Peter Knees | Tim Pohle | Markus Schedl | Gerhard Widmer
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2006

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Combining audio-based similarity with web-based data to accelerate automatic music playlist generation
Peter Knees | Tim Pohle | Markus Schedl | Gerhard Widmer
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2006, October 26-27, 2006, Santa Barbara, California, USA

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Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis
Markus Schedl | Tim Pohle | Peter Knees | Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Independent Component Analysis for Music Similarity Computation
Tim Pohle | Peter Knees | Markus Schedl | Gerhard Widmer
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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Towards Automatic Retrieval of Album Covers
Markus Schedl | Peter Knees | Tim Pohle | Gerhard Widmer
Advances in Information Retrieval, 28th European Conference on IR Research, ECIR 2006, London, UK, April 10-12, 2006, Proceedings

2005

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Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics
Peter Knees | Markus Schedl | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

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Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis
Markus Schedl | Peter Knees | Gerhard Widmer
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2004

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Artist Classification with Web-Based Data
Peter Knees | Elias Pampalk | Gerhard Widmer
ISMIR 2004, 5th International Conference on Music Information Retrieval, Barcelona, Spain, October 10-14, 2004, Proceedings

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