Peter Knees

According to our database, Peter Knees authored at least 107 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation.

Pavan Seshadri, Peter Knees

CoRR, 2023

Digital Humanism: The Time Is Now.

Hannes Werthner, Allison Stanger, Viola Schiaffonati, Peter Knees, Lynda Hardman, Carlo Ghezzi

Computer, 2023

Exploring Effect-Size-Based Meta-Analysis for Multi-Dataset Evaluation.

Mete Sertkan, Sophia Althammer, Sebastian Hofstätter, Peter Knees, Julia Neidhardt

Proceedings of the 3rd Workshop Perspectives on the Evaluation of Recommender Systems 2023 co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

MuRS: Music Recommender Systems Workshop.

Andres Ferraro, Peter Knees, Massimo Quadrana, Tao Ye, Fabien Gouyon

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Digital Humanism and Norms in Recommender Systems.

Erich Prem, Julia Neidhardt, Peter Knees, Stefan Woltran, Hannes Werthner

Proceedings of the First Workshop on the Normative Design and Evaluation of Recommender Systems (NORMalize 2023) co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Causality Prediction with Neural-Symbolic Systems: A Case Study in Smart Grids.

Katrin Schreiberhuber, Marta Sabou, Fajar J. Ekaputra, Peter Knees, Peb Ruswono Aryan, Alfred Einfalt, Ralf Mosshammer

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

MILC 2023: 3rd Workshop on Intelligent Music Interfaces for Listening and Creation.

Peter Knees, Alexander Lerch

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

2022

Music Recommendation Systems: Techniques, Use Cases, and Challenges.

Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov

Proceedings of the Recommender Systems Handbook, 2022

ReStyle-MusicVAE: Enhancing User Control of Deep Generative Music Models with Expert Labeled Anchors.

Damjan Prvulovic, Richard Vogl, Peter Knees

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact.

Peter Knees, Andres Ferraro, Moritz Hubler

Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

A Reproducibility Study on User-centric MIR Research and Why it is Important.

Peter Knees, Bruce Ferwerda, Andreas Rauber, Sebastian Strumbelj, Annabel Resch, Laurenz Tomandl, Valentin Bauer, Fung Yee Tang, Josip Bobinac, Amila Ceranic, Riad Dizdar

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

On the Impact and Interplay of Input Representations and Network Architectures for Automatic Music Tagging.

Maximilian Damböck, Richard Vogl, Peter Knees

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Scaling Up Broken Systems? Considerations from the Area of Music Streaming.

Peter Knees

Perspectives on Digital Humanism, 2022

2021

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

ACM Trans. Intell. Syst. Technol., 2021

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

Yashar Deldjoo, Markus Schedl, Peter Knees

CoRR, 2021

An Overview of Music Retrieval and Recommendation: From Describing Sound to Asking What is Fair.

Peter Knees

Proceedings of the 6th Human-Computer Interaction Slovenia Conference, 2021

2020

Preface to the Special Issue on user modeling for personalized interaction with music.

Marko Tkalcic, Markus Schedl, Peter Knees

User Model. User Adapt. Interact., 2020

Intelligent User Interfaces for Music Discovery.

Peter Knees, Markus Schedl, Masataka Goto

Trans. Int. Soc. Music. Inf. Retr., 2020

Unsupervised cross-modal audio representation learning from unstructured multilingual text.

Alexander Schindler, Sergiu Gordea, Peter Knees

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.

Markus Schedl, Michael Mayr, Peter Knees

Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

Predicting MPI Collective Communication Performance Using Machine Learning.

Sascha Hunold, Abhinav Bhatele, George Bosilca, Peter Knees

Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019

Predicting user demographics from music listening information.

Thomas Krismayer, Markus Schedl, Peter Knees, Rick Rabiser

Multim. Tools Appl., 2019

Session-Based Hotel Recommendations: Challenges and Future Directions.

Jens Adamczak, Gerard Paul Leyson, Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Julia Neidhardt, Wolfgang Wörndl, Philipp Monreal

CoRR, 2019

RecSys challenge 2019: session-based hotel recommendations.

Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Jens Adamczak, Gerard Paul Leyson, Philipp Monreal

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

An automatic drum machine with touch UI based on a generative neural network.

Richard Vogl, Hamid Eghbal-Zadeh, Peter Knees

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Intelligent music interfaces for listening and creation.

Peter Knees, Markus Schedl, Rebecca Fiebrink

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.

Peter Knees, Markus Schedl, Masataka Goto

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.

Sebastian Böck, Matthew E. P. Davies, Peter Knees

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Multi-Task Music Representation Learning from Multi-Label Embeddings.

Alexander Schindler, Peter Knees

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Towards multi-instrument drum transcription.

Richard Vogl, Gerhard Widmer, Peter Knees

CoRR, 2018

Multimedia recommender systems.

Yashar Deldjoo, Markus Schedl, Balázs Hidasi, Peter Knees

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.

Peter Knees, Kristina Andersen, Alan Said, Marko Tkalcic

Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique.

Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl, Peter Knees

Proceedings of the Similarity Search and Applications - 10th International Conference, 2017

New Paths in Music Recommender Systems Research.

Markus Schedl, Peter Knees, Fabien Gouyon

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

An intelligent drum machine for electronic dance music production and performance.

Richard Vogl, Peter Knees

Proceedings of the 17th International Conference on New Interfaces for Musical Expression, 2017

Building Physical Props for Imagining Future Recommender Systems.

Peter Knees, Kristina Andersen

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.

Richard Vogl, Matthias Dorfer, Gerhard Widmer, Peter Knees

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.

Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, Peter Knees

Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Drum transcription from polyphonic music with recurrent neural networks.

Richard Vogl, Matthias Dorfer, Peter Knees

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts.

Haukur Pálmason, Björn Þór Jónsson, Markus Schedl, Peter Knees

Proceedings of the Music Technology with Swing - 13th International Symposium, 2017

Prediction of User Demographics from Music Listening Habits.

Thomas Krismayer, Markus Schedl, Peter Knees, Rick Rabiser

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

Peter Knees, Markus Schedl

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.

Peter Knees, Kristina Andersen

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.

Peter Knees, Kristina Andersen

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

An Intelligent Musical Rhythm Variation Interface.

Richard Vogl, Peter Knees

Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

Recurrent Neural Networks for Drum Transcription.

Richard Vogl, Matthias Dorfer, Peter Knees

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.

Kristina Andersen, Peter Knees

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

The GiantSteps Project: A Second-Year Intermediate Report.

Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Andrés Bucci, Wulf Gaebele, Roman Kaurson

Proceedings of the 2016 International Computer Music Conference, 2016

The Dial: Exploring Computational Strangeness.

Kristina Andersen, Peter Knees

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Music Recommender Systems.

Markus Schedl, Peter Knees, Brian McFee, Dmitry Bogdanov, Marius Kaminskas

Proceedings of the Recommender Systems Handbook, 2015

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, 2015

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, Markus Schedl

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

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, 2015

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, 2015

Giantsteps - progress towards developing intelligent and collaborative interfaces for music production and performance.

Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Günter Geiger, Wulf Gaebele, Roman Kaurson

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.

Peter Knees, Kristina Andersen, Marko Tkalcic

Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

Collaborating with Intelligent Machines: Interfaces for Creative Sound.

Florian Grote, Kristina Andersen, Peter Knees

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.

Markus Schedl, Peter Knees, Jialie Shen

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.

Peter Knees

Proceedings of the SoMeRA'14, 2014

Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness.

Peter Knees, Dominik Schnitzer, Arthur Flexer

Proceedings of the International Conference on Multimedia Retrieval, 2014

2013

A survey of music similarity and recommendation from music context data.

Peter Knees, Markus Schedl

ACM Trans. Multim. Comput. Commun. Appl., 2013

Hybrid music information retrieval.

Peter Knees, Markus Schedl, Òscar Celma

Int. J. Multim. Inf. Retr., 2013

Music similarity and retrieval.

Peter Knees, Markus Schedl

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.

Ionut Mironica, Bogdan Ionescu, Peter Knees, Patrick Lambert

Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012

Sound/tracks: artistic real-time sonification of train journeys.

Peter Knees, Tim Pohle, Gerhard Widmer

J. Multimodal User Interfaces, 2012

nepDroid: an intelligent mobile music player.

Sebastian Huber, Markus Schedl, Peter Knees

Proceedings of the International Conference on Multimedia Retrieval, 2012

ARF @ MediaEval 2012: Multimodal Video Classification.

Bogdan Ionescu, Ionut Mironica, Klaus Seyerlehner, Peter Knees, Jan Schlüter, Markus Schedl, Horia Cucu, Andi Buzo, Patrick Lambert

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

2011

Exploring the music similarity space on the web.

Markus Schedl, Tim Pohle, Peter Knees, Gerhard Widmer

ACM Trans. Inf. Syst., 2011

A music information system automatically generated via Web content mining techniques.

Markus Schedl, Gerhard Widmer, Peter Knees, Tim Pohle

Inf. Process. Manag., 2011

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, 2011

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, 2011

Personalization in Multimodal Music Retrieval.

Markus Schedl, Peter Knees

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.

Peter Knees

Proceedings of the Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation, 2011

2010

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, 2010

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, 2010

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

Klaus Seyerlehner, Gerhard Widmer, Peter Knees

Proceedings of the Adaptive Multimedia Retrieval. Context, Exploration, and Fusion, 2010

2009

Browsing Music Recommendation Networks.

Klaus Seyerlehner, Peter Knees, Dominik Schnitzer, Gerhard Widmer

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

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, 2009

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, 2009

2008

Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes.

Tim Pohle, Peter Knees, Gerhard Widmer

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Sound/tracks: real-time synaesthetic sonification of train journeys.

Peter Knees, Tim Pohle, Gerhard Widmer

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Oh Oh Oh Whoah! Towards Automatic Topic Detection In Song Lyrics.

Florian Kleedorfer, Peter Knees, Tim Pohle

Proceedings of the ISMIR 2008, 2008

Accessing Music Collections Via Representative Cluster Prototypes in a Hierarchical Organization Scheme.

Markus Dopler, Markus Schedl, Tim Pohle, Peter Knees

Proceedings of the ISMIR 2008, 2008

Towards an Automatically Generated Music Information System Via Web Content Mining.

Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer

Proceedings of the Advances in Information Retrieval , 2008

A Document-Centered Approach to a Natural Language Music Search Engine.

Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner

Proceedings of the Advances in Information Retrieval , 2008

2007

"Reinventing the Wheel": A Novel Approach to Music Player Interfaces.

Tim Pohle, Peter Knees, Markus Schedl, Elias Pampalk, Gerhard Widmer

IEEE Trans. Multim., 2007

Exploring Music Collections in Virtual Landscapes.

Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer

IEEE Multim., 2007

The CoMIRVA Toolkit for Visualizing Music-Related Data.

Markus Schedl, Peter Knees, Klaus Seyerlehner, Tim Pohle

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.

Peter Knees, Tim Pohle, Markus Schedl, Gerhard Widmer

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.

Dominik Schnitzer, Tim Pohle, Peter Knees, Gerhard Widmer

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

Meaningfully Browsing Music Services.

Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer

Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Search & Select - Intuitively Retrieving Music from Large Collections.

Peter Knees

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.

Gijs Geleijnse, Markus Schedl, Peter Knees

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.

Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

Searching for Music Using Natural Language Queries and Relevance Feedback.

Peter Knees, Gerhard Widmer

Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006

An innovative three-dimensional user interface for exploring music collections enriched.

Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer

Proceedings of the 14th ACM International Conference on Multimedia, 2006

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, 2006

Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis.

Markus Schedl, Tim Pohle, Peter Knees, Gerhard Widmer

Proceedings of the ISMIR 2006, 2006

Independent Component Analysis for Music Similarity Computation.

Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer

Proceedings of the ISMIR 2006, 2006

Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies.

Markus Schedl, Peter Knees, Gerhard Widmer

Proceedings of the First IEEE International Conference on Digital Information Management (ICDIM), 2006

Towards Automatic Retrieval of Album Covers.

Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer

Proceedings of the Advances in Information Retrieval, 2006

2005

Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists.

Markus Schedl, Peter Knees, Gerhard Widmer

Proceedings of the 16th IEEE Visualization Conference, 2005

Discovering and Visualizing Prototypical Artists by Web-Based Co-Occurrence Analysis.

Markus Schedl, Peter Knees, Gerhard Widmer

Proceedings of the ISMIR 2005, 2005

Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics.

Peter Knees, Markus Schedl, Gerhard Widmer

Proceedings of the ISMIR 2005, 2005

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna.

Gerhard Widmer, Simon Dixon, Arthur Flexer, Werner Goebl, Peter Knees, Søren Tjagvad Madsen, Elias Pampalk, Tim Pohle, Markus Schedl, Asmir Tobudic

Proceedings of the 2005 International Computer Music Conference, 2005

Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity.

Markus Schedl, Peter Knees, Gerhard Widmer

Proceedings of the Computer Music Modeling and Retrieval, Third International Symposium, 2005

2004

Artist Classification with Web-Based Data.

Peter Knees, Elias Pampalk, Gerhard Widmer

Proceedings of the ISMIR 2004, 2004