Peter Knees

According to our database1, Peter Knees authored at least 93 papers between 2004 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2021
Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019.
ACM Trans. Intell. Syst. Technol., 2021

Content-driven Music Recommendation: Evolution, State of the Art, and Challenges.
CoRR, 2021

2020
Preface to the Special Issue on user modeling for personalized interaction with music.
User Model. User Adapt. Interact., 2020

Intelligent User Interfaces for Music Discovery.
Trans. Int. Soc. Music. Inf. Retr., 2020

Unsupervised cross-modal audio representation learning from unstructured multilingual text.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Predicting MPI Collective Communication Performance Using Machine Learning.
Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019
Predicting user demographics from music listening information.
Multim. Tools Appl., 2019

Session-Based Hotel Recommendations: Challenges and Future Directions.
CoRR, 2019

RecSys challenge 2019: session-based hotel recommendations.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

An automatic drum machine with touch UI based on a generative neural network.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Intelligent music interfaces for listening and creation.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Multi-Task Music Representation Learning from Multi-Label Embeddings.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Towards multi-instrument drum transcription.
CoRR, 2018

Multimedia recommender systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2017
UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique.
Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

New Paths in Music Recommender Systems Research.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

An intelligent drum machine for electronic dance music production and performance.
Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

Building Physical Props for Imagining Future Recommender Systems.
Proceedings of the 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces, 2017

Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Drum transcription from polyphonic music with recurrent neural networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts.
Proceedings of the Music Technology with Swing - 13th International Symposium, 2017

Prediction of User Demographics from Music Listening Habits.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016
Music Similarity and Retrieval - An Introduction to Audio- and Web-based Strategies
The Information Retrieval Series 36, Springer, ISBN: 978-3-662-49720-3, 2016

A Prototype for Exploration of Computational Strangeness in the Context of Rhythm Variation.
Proceedings of the Late-breaking Results, 2016

Searching for Audio by Sketching Mental Images of Sound: A Brave New Idea for Audio Retrieval in Creative Music Production.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

An Intelligent Musical Rhythm Variation Interface.
Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

Recurrent Neural Networks for Drum Transcription.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

The GiantSteps Project: A Second-Year Intermediate Report.
Proceedings of the 2016 International Computer Music Conference, 2016

The Dial: Exploring Computational Strangeness.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015
Music Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Music Retrieval and Recommendation: A Tutorial Overview.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

JKU-Satellite at MediaEval 2015: An Intuitive Approach to Locate Single Pictures Within a Session.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Improving Music Recommendations with a Weighted Factorization of the Tagging Activity.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Giantsteps - progress towards developing intelligent and collaborative interfaces for music production and performance.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

"I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction.
Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

Collaborating with Intelligent Machines: Interfaces for Creative Sound.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
SoMeRA 2014: social media retrieval and analysis workshop.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

The use of social media for music analysis and creation within the giantsteps project.
Proceedings of the SoMeRA'14, 2014

Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness.
Proceedings of the International Conference on Multimedia Retrieval, 2014

2013
A survey of music similarity and recommendation from music context data.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Hybrid music information retrieval.
Int. J. Multim. Inf. Retr., 2013

Music similarity and retrieval.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

An in-depth evaluation of multimodal video genre categorization.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012
Sound/tracks: artistic real-time sonification of train journeys.
J. Multimodal User Interfaces, 2012

nepDroid: an intelligent mobile music player.
Proceedings of the International Conference on Multimedia Retrieval, 2012

ARF @ MediaEval 2012: Multimodal Video Classification.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

2011
Exploring the music similarity space on the web.
ACM Trans. Inf. Syst., 2011

A music information system automatically generated via Web content mining techniques.
Inf. Process. Manag., 2011

Large-scale music exploration in hierarchically organized landscapes using prototypicality information.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Investigating the Similarity Space of Music Artists on the Micro-Blogosphere.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Personalization in Multimodal Music Retrieval.
Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011

An Approach to Automatic Music Band Member Detection Based on Supervised Learning.
Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011

2010
What's Hot? Estimating Country-specific Artist Popularity.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems.
Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010

2009
Browsing Music Recommendation Networks.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

On Rhythm and General Music Similarity.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008
Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Sound/tracks: real-time synaesthetic sonification of train journeys.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Oh Oh Oh Whoah! Towards Automatic Topic Detection In Song Lyrics.
Proceedings of the ISMIR 2008, 2008

Accessing Music Collections Via Representative Cluster Prototypes in a Hierarchical Organization Scheme.
Proceedings of the ISMIR 2008, 2008

Towards an Automatically Generated Music Information System Via Web Content Mining.
Proceedings of the Advances in Information Retrieval , 2008

A Document-Centered Approach to a Natural Language Music Search Engine.
Proceedings of the Advances in Information Retrieval , 2008

2007
"Reinventing the Wheel": A Novel Approach to Music Player Interfaces.
IEEE Trans. Multim., 2007

Exploring Music Collections in Virtual Landscapes.
IEEE Multim., 2007

The CoMIRVA Toolkit for Visualizing Music-Related Data.
Proceedings of the 9th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2007

A music search engine built upon audio-based and web-based similarity measures.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

One-touch access to music on mobile devices.
Proceedings of the 6th International Conference on Mobile and Ubiquitous Multimedia, 2007

Meaningfully Browsing Music Services.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Search & Select - Intuitively Retrieving Music from Large Collections.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

Searching for Music Using Natural Language Queries and Relevance Feedback.
Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006
An innovative three-dimensional user interface for exploring music collections enriched.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Combining audio-based similarity with web-based data to accelerate automatic music playlist generation.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis.
Proceedings of the ISMIR 2006, 2006

Independent Component Analysis for Music Similarity Computation.
Proceedings of the ISMIR 2006, 2006

Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies.
Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Towards Automatic Retrieval of Album Covers.
Proceedings of the Advances in Information Retrieval, 2006

2005
Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists.
Proceedings of the 16th IEEE Visualization Conference, 2005

Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis.
Proceedings of the ISMIR 2005, 2005

Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics.
Proceedings of the ISMIR 2005, 2005

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna.
Proceedings of the 2005 International Computer Music Conference, 2005

Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity.
Proceedings of the Computer Music Modeling and Retrieval, Third International Symposium, 2005

2004
Artist Classification with Web-Based Data.
Proceedings of the ISMIR 2004, 2004


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