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2019
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User Awareness in Music Recommender Systems Peter Knees, Markus Schedl, Bruce Ferwerda, and Audrey Laplante In M. Augstein, E. Herder, W. Wörndl (Eds.): Personalized Human-Computer Interaction DeGruyter, Oldenbourg. (in production) |
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Predicting user demographics from music listening information Thomas Krismayer, Markus Schedl, Peter Knees, and Rick Rabiser Multimedia Tools and Applications, vol. 78, issue 3, pp. 2897-2920, Feb. 2019. Springer. DOI: 10.1007/s11042-018-5980-y |
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Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come Peter Knees, Markus Schedl, and Masataka Goto Proceedings of the 20th International Society for Music Information Retrieval Conference (ISMIR 2019) Delft, The Netherlands, November 4-8, 2019. |
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Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other Sebastian Böck, Matthew E.P. Davies, and 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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A Proposal for a Neutral Music Recommender System Peter Knees Proceedings of the 1st Workshop on Designing Human-Centric MIR Systems (HCMIR 2019) Delft, The Netherlands, November 2, 2019. |
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Towards Uncovering Dataset Biases: Investigating Record Label Diversity in Music Playlists Peter Knees and Moritz Hübler Proceedings of the 1st Workshop on Designing Human-Centric MIR Systems (HCMIR 2019) Delft, The Netherlands, November 2, 2019. |
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RecSys Challenge 2019: Session-based Hotel Recommendations Peter Knees, Yashar Deldjoo, Farshad B Moghaddam, Jens Adamczak, Gerard-Paul Leyson, and Philipp Monreal Proceedings of the 13th ACM Conference on Recommender Systems (RecSys'19) Copenhagen, Denmark, September 16-20, 2019. DOI: 10.1145/3298689.3346974 |
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Multi-Task Music Representation Learning from Multi-Label Embeddings Alexander Schindler and Peter Knees Proceedings of the 17th International Conference on Content-Based Multimedia Indexing (CBMI2019) Dublin, Ireland, September 4-6, 2019. |
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An Automatic Drum Machine with Touch UI Based on a Generative Neural Network Richard Vogl, Hamid Eghbal-Zadeh, and Peter Knees Companion Proceedings of the 24th International Conference on Intelligent User Interfaces (IUI'19) Marina del Rey, CA, USA, March 17-20, 2019. DOI: 10.1145/3308557.3308673 |
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Intelligent Music Interfaces for Listening and Creation Peter Knees, Markus Schedl, and Rebecca Fiebrink Companion Proceedings of the 24th International Conference on Intelligent User Interfaces (IUI'19) Marina del Rey, CA, USA, March 17-20, 2019. DOI: 10.1145/3308557.3313110 |
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Preface to the 2nd Workshop on Intelligent Music Interfaces for Listening and Creation (MILC) Peter Knees, Markus Schedl, and Rebecca Fiebrink Joint Proceedings of the ACM IUI 2019 Workshops, CEUR-WS, vol. 2327 Los Angeles, USA, March 20, 2019. URN: urn:nbn:de:0074-2327-4 |
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2018
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Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts Haukur Pálmason, Björn Þór Jónsson, Markus Schedl, and Peter Knees In M. Aramaki, M. Davies, R. Kronland-Martinet, S. Ystad (Eds.): Music Technology with Swing, CMMR 2017, LNCS 11265, pp. 49-62. Springer, 2018. DOI: 10.1007/978-3-030-01692-0_4 |
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TU Wien Publication Record
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Multimedia Recommender Systems Yashar Deldjoo, Markus Schedl, Balázs Hidasi, and Peter Knees Proceedings of the 12th ACM Conference on Recommender Systems (RecSys'18) Vancouver, BC, Canada, October 2-7, 2018. DOI: 10.1145/3240323.3241620 |
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Towards Multi-Instrument Drum Transcription Richard Vogl, Gerhard Widmer, and Peter Knees Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-2018) Aveiro, Portugal, September 4-8, 2018. (2nd Best Paper Award) |
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GANs and Poses: An Interactive Generative Music Installation Controlled by Dance Moves Richard Vogl, Hamid Eghbal-zadeh, Gerhard Widmer, and Peter Knees Selected works for the ISMIR 2018 Interactive Machine-Learning for Music @Exhibition Paris, France, September 24-26, 2018. |
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A GAN based Drum Pattern Generation UI Prototype Hamid Eghbal-zadeh, Richard Vogl, Gerhard Widmer, and Peter Knees 19th International Society for Music Information Retrieval Conference Late Breaking/Demo Session (ISMIR-LBD) Paris, France, September 24-26, 2018. |
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MIREX Submission for Drum Transcription 2018 Richard Vogl and Peter Knees Extended Abstract to the 14th Music Information Retrieval Evaluation eXchange (MIREX 2018) Paris, France, September 26, 2018. |
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IUI'18 Workshop on Intelligent Music Interfaces for Listening and Creation (MILC) Peter Knees, Markus Schedl, and Rebecca Fiebrink Joint Proceedings of the ACM IUI 2018 Workshops co-located with ACM IUI 2018, CEUR-WS, vol. 2068 Tokyo, Japan, March 11, 2018. |
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2017
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Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, and Peter Knees Proceedings of the 19th IEEE International Symposium on Multimedia (ISM 2017) Taichung, Taiwan, December 11-13, 2017. DOI: 10.1109/ISM.2017.55 |
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Drum Transcription via Joint Beat and Drum Modeling using Convolutional Recurrent Neural Networks Richard Vogl, Matthias Dorfer, Gerhard Widmer, and Peter Knees Proceedings of the 18th International Society for Music Information Retrieval Conference (ISMIR 2017) Suzhou, China, October 23-27, 2017. |
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On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl, and Peter Knees Proceedings of the 10th International Conference on Similarity Search and Applications (SISAP 2017) Munich, Germany, October 4-6, 2017. DOI: 10.1007/978-3-319-68474-1_19 |
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Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts Haukur Pálmason, Björn Þór Jónsson, Markus Schedl, and Peter Knees Proceedings of the 13th International Symposium on Computer Music Multidisciplinary Research (CMMR 2017) Matosinhos, Porto, Portugal, September 25-28, 2017. |
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New Paths in Music Recommender Systems Research Markus Schedl, Peter Knees, and Fabien Gouyon Proceedings of the 11th ACM Conference on Recommender Systems (RecSys 2017) Como, Italy, August 27-31, 2017. DOI: 10.1145/3109859.3109934 |
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Prediction of User Demographics from Music Listening Habits Thomas Krismayer, Markus Schedl, Peter Knees, and Rick Rabiser Proceedings of the International Workshop on Content-based Multimedia Indexing (CBMI 2017) Florence, Italy, June 19-21, 2017. DOI: 10.1145/3095713.3095722 |
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An Intelligent Drum Machine for Electronic Dance Music Production and Performance Richard Vogl and Peter Knees Proceedings of the New Interfaces for Musical Expression Conference (NIME 2017) Copenhagen, Denmark, May 15-19, 2017. |
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Building Physical Props for Imagining Future Recommender Systems Peter Knees and Kristina Andersen Proceedings of the IUI'17 workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces (HUMANIZE'17) Limassol, Cyprus, March 13, 2017. DOI: 10.1145/3039677.3039682 |
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| Drum Transcription from Polyphonic Music with Recurrent Neural Networks Richard Vogl, Matthias Dorfer, and Peter Knees Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) New Orleans, LA, USA, March 5-9, 2017. DOI: 10.1109/ICASSP.2017.7952146 |
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MIREX Submission for Drum Transcription 2017 Richard Vogl, Matthias Dorfer, Gerhard Widmer, and Peter Knees Extended Abstract to the 13th Music Information Retrieval Evaluation eXchange (MIREX 2017) Suzhou, China, October 27, 2017. |
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UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems Peter Knees, Kristina Andersen, Alan Said, and Marko Tkalčič Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization (UMAP 2017) Bratislava, Slovakia, July 9-12, 2017. DOI: 10.1145/3099023.3099095 |
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2016
| Music Similarity and Retrieval - An Introduction to Audio- and Web-based Strategies Peter Knees and Markus Schedl Springer-Verlag Berlin Heidelberg, 2016. DOI: 10.1007/978-3-662-49722-7 |
| Springer Webpage
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| An Intelligent Interface for Drum Pattern Variation and Comparative Evaluation of Algorithms Richard Vogl, Matthias Leimeister, Carthach Ó Nuanáin, Sergi Jordà, Michael Hlatky and Peter Knees Journal of the Audio Engineering Society, vol. 64, no. 7/8, pp. 503-513, July 2016. DOI: 10.17743/jaes.2016.0016 |
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| The GiantSteps Project: A Second-Year Intermediate Report Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Andrés Bucci, Wulf Gaebele, and Roman Kaurson Proceedings of the 42nd International Computer Music Conference (ICMC 2016) Utrecht, The Netherlands, September 14-16, 2016. |
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| Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR Kristina Andersen and Peter Knees Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016) New York, NY, USA, July 7-11, 2016. |
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| Recurrent Neural Networks for Drum Transcription Richard Vogl, Matthias Dorfer, and Peter Knees Proceedings of the 17th International Society for Music Information Retrieval Conference (ISMIR 2016) New York, NY, USA, July 7-11, 2016. |
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| A Prototype for Exploration of Computational Strangeness in the Context of Rhythm Variation Peter Knees and Kristina Andersen Extended Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016): Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP 2016), CEUR-WS, vol. 1618 Halifax, NS, Canada, July 16, 2016. |
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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 and Kristina Andersen Proceedings of the 6th International Conference on Multimedia Retrieval (ICMR 2016) New York, NY, USA, June 6-9, 2016. DOI: 10.1145/2911996.2912021 |
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| The Dial: Exploring Computational Strangeness Kristina Andersen and Peter Knees CHI '16 Extended Abstracts on Human Factors in Computing Systems (CHI 2016) San Jose, CA, USA, May 7-12, 2016. DOI: 10.1145/2851581.2892439 |
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| An Intelligent Musical Rhythm Variation Interface Richard Vogl and Peter Knees IUI '16 Companion: Companion Publication of the 21st International Conference on Intelligent User Interfaces (IUI 2016) Sonoma, CA, USA, March 7-10, 2016. DOI: 10.1145/2876456.2879471 |
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| MIR Web Interface for Shaping Musical Creativity Tom Collins, Peter Knees, and Christian Coulon 17th International Society for Music Information Retrieval Conference Late-breaking/Demo Session (ISMIR-LBD 2016) New York, NY, USA, July 7-11, 2016. |
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| Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (SOAP) Peter Knees, Kristina Andersen, Alan Said, and Marko Tkalčič Extended Proceedings of the 24th ACM Conference on User Modeling, Adaptation and Personalisation (UMAP 2016), CEUR-WS, vol. 1618 Halifax, NS, Canada, July 16, 2016. |
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2015
| Music
Recommender Systems Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov, and Marius Kaminskas In F. Ricci, L. Rokach, B. Shapira (Eds.): Recommender Systems Handbook, 2nd ed., pp. 453-492, Springer, Boston, MA, 2015. DOI: 10.1007/978-1-4899-7637-6_13 |
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| Der Musikant mit Taschenrechner in der Hand - Algorithmen zur Musikanalyse mit Anwendungen in der Kreativwirtschaft Peter Knees OCG Journal, vol. 40, issue 2, pp. 6-8, July 2015, Austrian Computer Society. |
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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 and 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 and 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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| "I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction Peter Knees, Kristina Andersen, and Marko Tkalčič Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems (DMRS 2015), CEUR-WS, vol. 1533, pp. 9-16. Bolzano, Italy, October 22-23, 2015. |
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| Music
Retrieval and Recommendation: A Tutorial Overview Peter Knees and Markus Schedl Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015), Santiago, Chile, August 9-13, 2015. DOI: 10.1145/2766462.2767880 |
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| Addressing Tempo Estimation Octave Errors
in Electronic Music by Incorporating Style Information Extracted from
Wikipedia Florian Hörschläger, Richard Vogl, Sebastian Böck, and Peter Knees Proceedings of the 12th Sound and Music Conference (SMC15) Maynooth, Ireland, July 26-August 1, 2015. |
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| GiantSteps
- Progress Towards Developing Intelligent and Collaborative Interfaces
for Music Production and Performance Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Gunter Geiger, Wulf Gaebele, and Roman Kaurson IEEE International Conference on Multimedia & Expo (ICME 2015) Workshop Proceedings, pp. 1-4, Torino, Italy, June 29-July 3, 2015. DOI: 10.1109/ICMEW.2015.7169826 |
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| Collaborating
with Intelligent Machines:
Interfaces for Creative Sound Florian Grote, Kristina Andersen, and Peter Knees CHI '15 Extended Abstracts on Human Factors in Computing Systems (CHI 2015) Seoul, Republic of Korea, April 18-23, 2015. DOI: 10.1145/2702613.2702650 |
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MediaEval 2015: JKU-Tinnitus Approach to Emotion in Music Task Martin Weber, Thomas Krismayer, Johannes Wöß, Lara Aigmüller, Patrick Birnzain, Markus Schedl, and Peter Knees Working Notes Proceedings of the MediaEval 2015 Workshop, CEUR-WS, vol. 1436 Wurzen, Germany, September 14-15, 2015. |
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JKU-Satellite at MediaEval 2015: An Intuitive Approach to Locate Single Pictures Within a Session Michael Mayr, Thomas Hintersteiner, Michael Weingartner, Florian Schröckeneder, Peter Knees, and Markus Schedl Working Notes Proceedings of the MediaEval 2015 Workshop, CEUR-WS, vol. 1436 Wurzen, Germany, September 14-15, 2015. |
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2014
| The Use of Social Media for Music Analysis
and Creation Within the
GiantSteps Project Peter Knees. Proceedings of the 1st International Workshop on Social Media Retrieval and Analysis (SoMeRA 2014), Gold Coast, Queensland, Australia, July 11, 2014. DOI: 10.1145/2632188.2632212 |
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| Improving
Neighborhood-Based Collaborative Filtering by Reducing Hubness Peter Knees, Dominik Schnitzer, and Arthur Flexer. Proceedings of the 4th ACM International Conference on Multimedia Retrieval (ICMR 2014), Glasgow, Scotland, UK, April 1-4, 2014. DOI: 10.1145/2578726.2578747 |
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| SoMeRA
2014: Social Media Retrieval and Analysis Workshop Markus Schedl, Peter Knees, and Jialie Shen. Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014), Gold Coast, Queensland, Australia, July 6-11, 2014. DOI: 10.1145/2600428.2600739 |
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2013
| A
Survey of Music Similarity and Recommendation from Music Context Data Peter Knees and Markus Schedl. Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 10, issue 1, article no. 2, December 2013, ACM. DOI: 10.1145/2542205.2542206 |
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| Music
similarity and retrieval Peter Knees and Markus Schedl. Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013), Dublin, Ireland, July 28-Aug 1, 2013. DOI: 10.1145/2484028.2484193 |
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An In-Depth Evaluation of Multimodal Video Genre Categorization Ionuţ Mironică, Bogdan Ionescu, Peter Knees, and Patrick Lambert. Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Veszprém, Hungary, June 17-19, 2013. DOI: 10.1109/CBMI.2013.6576545 |
| Hybrid music information retrieval: Preface to the special issue Peter Knees, Markus Schedl, and Òscar Celma International Journal of Multimedia Information Retrieval, vol. 2, no. 1, pp. 1-2, 2013, Springer. DOI: 10.1007/s13735-013-0033-9 |
2012
| sound/tracks:
artistic real-time sonification of train journeys Peter Knees, Tim Pohle, and Gerhard Widmer. Journal on Multimodal User Interfaces, vol. 6, no. 1, pp. 87-93, 2012. Springer. DOI: 10.1007/s12193-011-0089-x |
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nepDroid: An Intelligent Mobile Music Player Sebastian Huber, Markus Schedl, and Peter Knees. Proceedings of the 2nd ACM International Conference on Multimedia Retrieval (ICMR 2012), Hong Kong, June 5-8, 2012. DOI: 10.1145/2324796.2324862 |
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ARF @ MediaEval 2012: Multimodal Video
Classification Bogdan Ionescu, Ionuţ Mironică, Klaus Seyerlehner, Peter Knees, Jan Schlüter, Markus Schedl, Horia Cucu, Andi Buzo, and Patrick Lambert. Working Notes Proceedings of the MediaEval 2012 Workshop, CEUR-WS, vol. 927 Pisa, Italy, October 4-5, 2012. |
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| AdMIRe'12 workshop Markus Schedl, Peter Knees, and Òscar Celma Proceedings of the 21st International Conference on World Wide Web (WWW '12 Companion), Lyon, France, April 17, 2012. DOI: 10.1145/3259172 |
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2011
| Exploring
the Music Similarity Space on the Web Markus Schedl, Tim Pohle, Peter Knees, and Gerhard Widmer. ACM Transactions on Information Systems, vol. 29, no. 3, article 14, July 2011. DOI: 10.1145/1993036.1993038 |
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Music Information System Automatically Generated via Web Content Mining
Techniques Markus Schedl, Gerhard Widmer, Peter Knees, and Tim Pohle. Information Processing & Management, vol. 47, pp. 426-439, 2011. DOI: 10.1016/j.ipm.2010.09.002 |
| Towards
Semantic Music Information Extraction from the Web Using Rule Patterns
and Supervised Learning Peter Knees and Markus 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), CEUR-WS, vol. 793, pp. 18-25. Chicago, IL, USA, October 23, 2011. |
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Investigating the Similarity Space of Music
Artists on the Micro-Blogosphere Markus Schedl, Peter Knees, and Sebastian 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 Peter Knees. Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval (AMR 2011), Barcelona, Spain, July 18-19, 2011. DOI: 10.1007/978-3-642-37425-8_10 |
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Personalization in Multimodal Music
Retrieval Markus Schedl and Peter Knees. Proceedings of the 9th International Workshop on Adaptive Multimedia Retrieval (AMR 2011), Barcelona, Spain, July 18-19, 2011. DOI: 10.1007/978-3-642-37425-8_5 |
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Large-Scale Music Exploration in
Hierarchically Organized Landscapes Using Prototypicality Information Markus Schedl, Christian Höglinger, and Peter Knees. Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy, April 17-20, 2011. DOI: 10.1145/1991996.1992004 |
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A Refined Block-Level Feature Set for
Classification, Similarity and Tag Prediction Klaus Seyerlehner, Markus Schedl, Peter Knees, and Reinhard Sonnleitner. Extended Abstract to the Music Information Retrieval Evaluation eXchange (MIREX 2011), Miami, FL, USA, October 2011. |
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Preface to Adaptive Multimedia Retrieval. Context, Exploration, and Fusion Marcin Detyniecki, Peter Knees, Andreas Nürnberger, Markus Schedl, and Sebastian Stober LNCS 6817, Springer, Heidelberg, Germany, 2011. DOI: 10.1007/978-3-642-27169-4 |
2010
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Text-Based Description of Music for
Indexing, Retrieval, and Browsing Peter Knees. Dissertation, Johannes Kepler University Linz, November, 2010. |
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A High-Level Audio Feature for Music
Retrieval and Sorting Tim Pohle, Peter Knees, Klaus Seyerlehner, and Gerhard Widmer. Proceedings of the 13th International Conference on Digital Audio Effects (DAFx-10), Graz, Austria, September 6-10, 2010. |
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A
Comparison of Human, Automatic and Collaborative Music Genre
Classification and User Centric Evaluation of Genre Classification
Systems Klaus Seyerlehner, Gerhard Widmer, and Peter Knees. Proceedings of the 8th International Workshop on Adaptive Multimedia Retrieval (AMR 2010), Linz, Austria, August 17-18, 2010. DOI: 10.1007/978-3-642-27169-4_9 |
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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, and 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, and Peter Knees. Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, Netherlands, August 9-13, 2010. |
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Automatic Music Tag
Classification based on Block-Level Features Klaus Seyerlehner, Gerhard Widmer, Markus Schedl, and Peter Knees. Proceedings of the 7th Sound and Music Computing Conference (SMC 2010), Barcelona, Spain, July 21-24, 2010. |
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Using Block-Level Features for
Genre Classifiction, Tag Classification and Music Similarity Estimation Klaus Seyerlehner, Markus Schedl, Tim Pohle, and Peter Knees. Extended Abstract to the 6th Annual Music Information Retrieval eXchange (MIREX 2010), Utrecht, Netherlands, August 11, 2010. |
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2009
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Context-based
Music Similarity Estimation Markus Schedl and Peter 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 Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner, and Gerhard Widmer. Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09), Kobe, Japan, October 26-30, 2009. |
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On Rhythm and General Music Similarity Tim Pohle, Dominik Schnitzer, Markus Schedl, Peter Knees, and Gerhard Widmer. Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR'09), Kobe, Japan, October 26-30, 2009. |
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Browsing Music Recommendation Networks Klaus Seyerlehner, Peter Knees, Dominik Schnitzer, and Gerhard 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 Christian Junker and Peter Knees. 10th International Society for Music Information Retrieval Conference (ISMIR'09), Demonstration Session Kobe, Japan, October 26-30, 2009. |
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2008
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sound/tracks: Real-Time Synaesthetic Sonification of Train Journeys Peter Knees, Tim Pohle, and Gerhard Widmer. Proceedings of the 16th ACM International Conference on Multimedia (MM'08) - Interactive Arts Exhibition, Vancouver, BC, Canada, October 27-November 1, 2008. DOI: 10.1145/1459359.1459592 |
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sound/tracks: Real-Time Synaesthetic Sonification and Visualisation of Passing Landscapes Tim Pohle, Peter Knees, and Gerhard Widmer. Proceedings of the 16th ACM International Conference on Multimedia (MM'08) - Interactive Arts Program, Vancouver, BC, Canada, October 27-November 1, 2008. DOI: 10.1145/1459359.1459440 |
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Oh Oh Oh Whoah! Towards Automatic Topic Detection in Song Lyrics Florian Kleedorfer, Peter Knees, and Tim 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 Markus Dopler, Markus Schedl, Tim Pohle, and Peter 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 Klaus Seyerlehner, Gerhard Widmer, and Peter 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 Peter Knees, Markus Schedl, and Tim Pohle. Proceedings of the 2nd Workshop on Learning the Semantics of Audio Signals (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 Markus Schedl and Peter Knees. Proceedings of the 2nd Workshop on Learning the Semantics of Audio Signals (LSAS 2008), Paris, France, June 21st, 2008. |
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Real-Time Synaesthetic Sonification of Traveling Landscapes Tim Pohle and Peter 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 Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, and Klaus 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. DOI: 10.1007/978-3-540-78646-7_68 |
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| Towards an Automatically Generated Music Information System via Web Content Mining Markus Schedl, Peter Knees, Tim Pohle, and Gerhard 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) DOI: 10.1007/978-3-540-78646-7_60 series. |
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2007
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Exploring Music Collections in Virtual Landscapes Peter Knees, Markus Schedl, Tim Pohle, and . IEEE MultiMedia, vol. 14, no. 3, pp. 46-54, 2007. DOI: 10.1109/MMUL.2007.48 |
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"Reinventing
The Wheel": A Novel Approach to Music Player Interfaces Tim Pohle, Peter Knees, Markus Schedl, Elias Pampalk, and Gerhard Widmer. IEEE Transactions on Multimedia, vol. 9, no. 3, pp. 567-575, 2007. DOI: 10.1109/TMM.2006.887991 |
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One-Touch Access to Music on Mobile Devices
Dominik Schnitzer, Tim Pohle, Peter Knees, and Gerhard Widmer. Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia (MUM 2007), Oulu, Finland, December 12-14, 2007. (Best Student Paper Award) DOI: 10.1145/1329469.1329483 |
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Browsing the Web Using Stacked Three-Dimensional Sunbursts to Visualize Term Co-Occurrences and Multimedia Content Markus Schedl, Peter Knees, Gerhard Widmer, Klaus Seyerlehner, and Tim 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 Gijs Geleijnse, Markus Schedl, and Peter 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 Tim Pohle, Peter Knees, Markus Schedl, and Gerhard 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 Peter 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 Peter Knees, Tim Pohle, Markus Schedl, and Gerhard 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. DOI: 10.1145/1277741.1277818 |
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Searching for Music using Natural Language Queries and Relevance Feedback Peter Knees and Gerhard Widmer. Proceedings of the 5th International Workshop on Adaptive Multimedia Retrieval (AMR'07), Paris, France, July 5-6, 2007. DOI: 10.1007/978-3-540-79860-6_9 |
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| Building
an Interactive
Next-Generation Artist Recommender Based on
Automatically Derived High-Level Concepts Tim Pohle, Peter Knees, Markus Schedl, and Gerhard 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 Markus Schedl, Peter Knees, Klaus Seyerlehner, and Tim Pohle. Proceedings of the 9th Eurographics/IEEE VGTC Symposium on Visualization (EuroVis'07), Norrköping, Sweden, May 23-25 2007. DOI: 10.2312/VisSym/EuroVis07/147-154 |
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2006
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Automatically Describing Music on a Map Peter Knees, Tim Pohle, Markus Schedl, and Gerhard Widmer. Proceedings of the 1st Workshop on Learning the Semantics of Audio Signals (LSAS'06), Athens, Greece, December 6th, 2006. |
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Automatically Adapting the Structure of Audio Similarity Spaces Tim Pohle, Peter Knees, Markus Schedl, and Gerhard Widmer. Proceedings of the 1st Workshop on Learning the Semantics of Audio Signals (LSAS'06), Athens,Greece, December 6th, 2006. |
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Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies Markus Schedl, Peter Knees, and Gerhard Widmer. Proceedings of the 1st IEEE International Conference on Digital Information Management (ICDIM'06), Bangalore, India, December 6-8, 2006. DOI: 10.1109/ICDIM.2007.369245 |
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| Combining Audio-based Similarity with Web-based Data to Accelerate Automatic Music Playlist Generation Peter Knees, Tim Pohle, Markus Schedl, and Gerhard Widmer. Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'06), Santa Barbara, California, USA, October 26-27, 2006. DOI: 10.1145/1178677.1178699 |
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| An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web Peter Knees, Markus Schedl, Tim Pohle, and Gerhard Widmer. Proceedings of the 14th ACM International Conference on Multimedia (MM'06), Santa Barbara, California, USA, October 23-27, 2006. (Runner-up for Best Paper Award) DOI: 10.1145/1180639.1180652 |
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| Independent Component Analysis for Music Similarity Computation Tim Pohle, Markus Schedl, Peter Knees, and Gerhard 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 Markus Schedl, Tim Pohle, Peter Knees, and Gerhard 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 Markus Schedl, Peter Knees, Tim Pohle, and Gerhard 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 DOI: 10.1007/11735106_58 |
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2005
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Sound to "Sense" via Feature Extraction and Machine Learning: Deriving
High-level Descriptors for Characterising Music Gerhard Widmer, Simon Dixon, Peter Knees, Elias Pampalk, and Tim 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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| Automatic Classification of Musical Artists based on Web-Data Peter Knees, Elias Pampalk, and Gerhard Widmer. ÖGAI Journal, vol. 24, no.1, pp. 16-25, 2005. |
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| Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists Markus Schedl, Peter Knees, and Gerhard Widmer. Proceedings of the IEEE Visualization 2005 (Vis'05), Minneapolis, Minnesota, USA, October 2005. DOI: 10.1109/VIS.2005.60 |
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| Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity Markus Schedl, Peter Knees, and Gerhard 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 DOI: 10.1007/11751069_18 |
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| Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics Peter Knees, Markus Schedl, and Gerhard 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" Peter Knees, Technical Report CPJKU-TR-2008-MLA, Dept. of Computational Perception, Johannes Kepler University Linz, Austria, 2008. |
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| Discovering
and Visualizing Prototypical Artists by Web-based Co-Occurrence Analysis Markus Schedl, Peter Knees, and Gerhard 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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Studio Report: The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (OFAI) Gerhard Widmer, Simon Dixon, Arthur Flexer, Werner Goebl, Peter Knees, Søren Tjagvad Madsen, Elias Pampalk, Tim Pohle, Markus Schedl, and Asmir 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 Markus Schedl, Peter Knees, and Gerhard Widmer. Proceedings of the 4th International Workshop on Content-Based Multimedia Indexing (CBMI'05), Riga, Latvia, June 2005. |
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2004
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Automatische Klassifikation von Musikkünstlern basierend auf Web-Daten Peter Knees. Diplomarbeit, Technische Universität Wien, November 2004. |
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Artist Classification with Web-based Data Peter Knees, Elias Pampalk, and Gerhard 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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