Peter Knees

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 49

Top Venues

Publications

Yashar Deldjoo, Markus Schedl, Peter Knees
Content-driven music recommendation: Evolution, state of the art, and challenges. Comput. Sci. Rev. 51 (2024)
Erich Prem, Julia Neidhardt, Peter Knees, Stefan Woltran, Hannes Werthner
Digital Humanism and Norms in Recommender Systems. NORMalize@RecSys (2023)
Hannes Werthner, Allison Stanger, Viola Schiaffonati, Peter Knees, Lynda Hardman, Carlo Ghezzi
Digital Humanism: The Time Is Now. Computer 56 (1) (2023)
Peter Knees, Alexander Lerch
MILC 2023: 3rd Workshop on Intelligent Music Interfaces for Listening and Creation. IUI Companion (2023)
Mete Sertkan, Sophia Althammer, Sebastian Hofstätter, Peter Knees, Julia Neidhardt
Exploring Effect-Size-Based Meta-Analysis for Multi-Dataset Evaluation. Perspectives@RecSys (2023)
Katrin Schreiberhuber, Marta Sabou, Fajar J. Ekaputra, Peter Knees, Peb Ruswono Aryan, Alfred Einfalt, Ralf Mosshammer
Causality Prediction with Neural-Symbolic Systems: A Case Study in Smart Grids. NeSy (2023)
Pavan Seshadri, Peter Knees
Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation. CoRR (2023)
Andres Ferraro, Peter Knees, Massimo Quadrana, Tao Ye, Fabien Gouyon
MuRS: Music Recommender Systems Workshop. RecSys (2023)
Maximilian Damböck, Richard Vogl, Peter Knees
On the Impact and Interplay of Input Representations and Network Architectures for Automatic Music Tagging. ISMIR (2022)
Peter Knees, Andres Ferraro, Moritz Hubler
Bias and Feedback Loops in Music Recommendation: Studies on Record Label Impact. MORS@RecSys (2022)
Peter Knees, Bruce Ferwerda, Andreas Rauber, Sebastian Strumbelj, Annabel Resch, Laurenz Tomandl, Valentin Bauer, Fung Yee Tang, Josip Bobinac, Amila Ceranic, Riad Dizdar
A Reproducibility Study on User-centric MIR Research and Why it is Important. ISMIR (2022)
Damjan Prvulovic, Richard Vogl, Peter Knees
ReStyle-MusicVAE: Enhancing User Control of Deep Generative Music Models with Expert Labeled Anchors. UMAP (Adjunct Publication) (2022)
Jens Adamczak, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Peter Knees, Gerard Paul Leyson, Philipp Monreal
Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019. ACM Trans. Intell. Syst. Technol. 12 (1) (2021)
Peter Knees
An Overview of Music Retrieval and Recommendation: From Describing Sound to Asking What is Fair. HCI-SI (2021)
Yashar Deldjoo, Markus Schedl, Peter Knees
Content-driven Music Recommendation: Evolution, State of the Art, and Challenges. CoRR (2021)
Alexander Schindler, Sergiu Gordea, Peter Knees
Unsupervised cross-modal audio representation learning from unstructured multilingual text. SAC (2020)
Peter Knees, Markus Schedl, Masataka Goto
Intelligent User Interfaces for Music Discovery. Trans. Int. Soc. Music. Inf. Retr. 3 (1) (2020)
Markus Schedl, Michael Mayr, Peter Knees
Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access. ICMR (2020)
Alexander Schindler, Sergiu Gordea, Peter Knees
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text. CoRR (2020)
Sascha Hunold, Abhinav Bhatele, George Bosilca, Peter Knees
Predicting MPI Collective Communication Performance Using Machine Learning. CLUSTER (2020)
Marko Tkalcic, Markus Schedl, Peter Knees
Preface to the Special Issue on user modeling for personalized interaction with music. User Model. User Adapt. Interact. 30 (2) (2020)
Alexander Schindler, Peter Knees
Multi-Task Music Representation Learning from Multi-Label Embeddings. CBMI (2019)
Peter Knees, Markus Schedl, Masataka Goto
Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come. ISMIR (2019)
Jens Adamczak, Gerard Paul Leyson, Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Julia Neidhardt, Wolfgang Wörndl, Philipp Monreal
Session-Based Hotel Recommendations: Challenges and Future Directions. CoRR (2019)
Sebastian Böck, Matthew E. P. Davies, Peter Knees
Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other. ISMIR (2019)
Peter Knees, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Jens Adamczak, Gerard Paul Leyson, Philipp Monreal
RecSys challenge 2019: session-based hotel recommendations. RecSys (2019)
Alexander Schindler, Peter Knees
Multi-Task Music Representation Learning from Multi-Label Embeddings. CoRR (2019)
Richard Vogl, Hamid Eghbal-Zadeh, Peter Knees
An automatic drum machine with touch UI based on a generative neural network. IUI Companion (2019)
Thomas Krismayer, Markus Schedl, Peter Knees, Rick Rabiser
Predicting user demographics from music listening information. Multim. Tools Appl. 78 (3) (2019)
Peter Knees, Markus Schedl, Rebecca Fiebrink
Intelligent music interfaces for listening and creation. IUI Companion (2019)
Richard Vogl, Gerhard Widmer, Peter Knees
Towards multi-instrument drum transcription. CoRR (2018)
Yashar Deldjoo, Markus Schedl, Balázs Hidasi, Peter Knees
Multimedia recommender systems. RecSys (2018)
Thomas Krismayer, Markus Schedl, Peter Knees, Rick Rabiser
Prediction of User Demographics from Music Listening Habits. CBMI (2017)
Peter Knees, Kristina Andersen
Building Physical Props for Imagining Future Recommender Systems. HUMANIZE@IUI (2017)
Haukur Pálmason, Björn Þór Jónsson, Laurent Amsaleg, Markus Schedl, Peter Knees
On Competitiveness of Nearest-Neighbor-Based Music Classification: A Methodological Critique. SISAP (2017)
Richard Vogl, Peter Knees
An intelligent drum machine for electronic dance music production and performance. NIME (2017)
Markus Schedl, Florian Lemmerich, Bruce Ferwerda, Marcin Skowron, Peter Knees
Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors. ISM (2017)
Markus Schedl, Peter Knees, Fabien Gouyon
New Paths in Music Recommender Systems Research. RecSys (2017)
Richard Vogl, Matthias Dorfer, Gerhard Widmer, Peter Knees
Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks. ISMIR (2017)
Haukur Pálmason, Björn Þór Jónsson, Markus Schedl, Peter Knees
Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts. CMMR (2017)
Richard Vogl, Matthias Dorfer, Peter Knees
Drum transcription from polyphonic music with recurrent neural networks. ICASSP (2017)
Peter Knees, Kristina Andersen, Alan Said, Marko Tkalcic
UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems: Organizers' Welcome & Organization. UMAP (Adjunct Publication) (2017)
Richard Vogl, Matthias Dorfer, Peter Knees
Recurrent Neural Networks for Drum Transcription. ISMIR (2016)
Peter Knees, Kristina Andersen
Searching for Audio by Sketching Mental Images of Sound: A Brave New Idea for Audio Retrieval in Creative Music Production. ICMR (2016)
Richard Vogl, Peter Knees
An Intelligent Musical Rhythm Variation Interface. IUI Companion (2016)
Kristina Andersen, Peter Knees
Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR. ISMIR (2016)
Kristina Andersen, Peter Knees
The Dial: Exploring Computational Strangeness. CHI Extended Abstracts (2016)
Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Andrés Bucci, Wulf Gaebele, Roman Kaurson
The GiantSteps Project: A Second-Year Intermediate Report. ICMC (2016)
Peter Knees, Kristina Andersen
A Prototype for Exploration of Computational Strangeness in the Context of Rhythm Variation. UMAP (Extended Proceedings) (2016)
Peter Knees, Kristina Andersen, Sergi Jordà, Michael Hlatky, Günter Geiger, Wulf Gaebele, Roman Kaurson
Giantsteps - progress towards developing intelligent and collaborative interfaces for music production and performance. ICME Workshops (2015)
Florian Grote, Kristina Andersen, Peter Knees
Collaborating with Intelligent Machines: Interfaces for Creative Sound. CHI Extended Abstracts (2015)
Michael Mayr, Thomas Hintersteiner, Michael Weingartner, Florian Schröckeneder, Peter Knees, Markus Schedl
JKU-Satellite at MediaEval 2015: An Intuitive Approach to Locate Single Pictures Within a Session. MediaEval (2015)
Peter Knees, Ángel Faraldo, Perfecto Herrera, Richard Vogl, Sebastian Böck, Florian Hörschläger, Mickael Le Goff
Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections. ISMIR (2015)
Peter Knees, Kristina Andersen, Marko Tkalcic
"I'd like it to do the opposite": Music-Making Between Recommendation and Obstruction. DMRS (2015)
Peter Knees, Markus Schedl
Music Retrieval and Recommendation: A Tutorial Overview. SIGIR (2015)
Andreu Vall, Marcin Skowron, Peter Knees, Markus Schedl
Improving Music Recommendations with a Weighted Factorization of the Tagging Activity. ISMIR (2015)
Peter Knees
The use of social media for music analysis and creation within the giantsteps project. SoMeRA@SIGIR (2014)
Markus Schedl, Peter Knees, Jialie Shen
SoMeRA 2014: social media retrieval and analysis workshop. SIGIR (2014)
Peter Knees, Dominik Schnitzer, Arthur Flexer
Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness. ICMR (2014)
Ionut Mironica, Bogdan Ionescu, Peter Knees, Patrick Lambert
An in-depth evaluation of multimodal video genre categorization. CBMI (2013)
Peter Knees, Markus Schedl, Òscar Celma
Hybrid music information retrieval. Int. J. Multim. Inf. Retr. 2 (1) (2013)
Peter Knees, Markus Schedl
Music similarity and retrieval. SIGIR (2013)
Peter Knees, Markus Schedl
A survey of music similarity and recommendation from music context data. ACM Trans. Multim. Comput. Commun. Appl. 10 (1) (2013)
Sebastian Huber, Markus Schedl, Peter Knees
nepDroid: an intelligent mobile music player. ICMR (2012)
Peter Knees, Tim Pohle, Gerhard Widmer
Sound/tracks: artistic real-time sonification of train journeys. J. Multimodal User Interfaces 6 (1-2) (2012)
Bogdan Ionescu, Ionut Mironica, Klaus Seyerlehner, Peter Knees, Jan Schlüter, Markus Schedl, Horia Cucu, Andi Buzo, Patrick Lambert
ARF @ MediaEval 2012: Multimodal Video Classification. MediaEval (2012)
Markus Schedl, Tim Pohle, Peter Knees, Gerhard Widmer
Exploring the music similarity space on the web. ACM Trans. Inf. Syst. 29 (3) (2011)
Peter Knees
An Approach to Automatic Music Band Member Detection Based on Supervised Learning. Adaptive Multimedia Retrieval (2011)
Markus Schedl, Peter Knees
Personalization in Multimodal Music Retrieval. Adaptive Multimedia Retrieval (2011)
Markus Schedl, Peter Knees, Sebastian Böck
Investigating the Similarity Space of Music Artists on the Micro-Blogosphere. ISMIR (2011)
Markus Schedl, Gerhard Widmer, Peter Knees, Tim Pohle
A music information system automatically generated via Web content mining techniques. Inf. Process. Manag. 47 (3) (2011)
Markus Schedl, Christian Höglinger, Peter Knees
Large-scale music exploration in hierarchically organized landscapes using prototypicality information. ICMR (2011)
Peter Knees, Markus Schedl, Tim Pohle, Klaus Seyerlehner, Gerhard Widmer
Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval. ISMIR (2010)
Klaus Seyerlehner, Gerhard Widmer, Peter Knees
A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems. Adaptive Multimedia Retrieval (2010)
Markus Schedl, Tim Pohle, Noam Koenigstein, Peter Knees
What's Hot? Estimating Country-specific Artist Popularity. ISMIR (2010)
Tim Pohle, Dominik Schnitzer, Markus Schedl, Peter Knees, Gerhard Widmer
On Rhythm and General Music Similarity. ISMIR (2009)
Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner, Gerhard Widmer
Augmenting Text-based Music Retrieval with Audio Similarity: Advantages and Limitations. ISMIR (2009)
Klaus Seyerlehner, Peter Knees, Dominik Schnitzer, Gerhard Widmer
Browsing Music Recommendation Networks. ISMIR (2009)
Markus Dopler, Markus Schedl, Tim Pohle, Peter Knees
Accessing Music Collections Via Representative Cluster Prototypes in a Hierarchical Organization Scheme. ISMIR (2008)
Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer
Towards an Automatically Generated Music Information System Via Web Content Mining. ECIR (2008)
Tim Pohle, Peter Knees, Gerhard Widmer
Sound/tracks: real-time synaesthetic sonification and visualisation of passing landscapes. ACM Multimedia (2008)
Peter Knees, Tim Pohle, Markus Schedl, Dominik Schnitzer, Klaus Seyerlehner
A Document-Centered Approach to a Natural Language Music Search Engine. ECIR (2008)
Florian Kleedorfer, Peter Knees, Tim Pohle
Oh Oh Oh Whoah! Towards Automatic Topic Detection In Song Lyrics. ISMIR (2008)
Peter Knees, Tim Pohle, Gerhard Widmer
Sound/tracks: real-time synaesthetic sonification of train journeys. ACM Multimedia (2008)
Peter Knees, Tim Pohle, Markus Schedl, Gerhard Widmer
A music search engine built upon audio-based and web-based similarity measures. SIGIR (2007)
Peter Knees, Gerhard Widmer
Searching for Music Using Natural Language Queries and Relevance Feedback. Adaptive Multimedia Retrieval (2007)
Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer
Meaningfully Browsing Music Services. ISMIR (2007)
Peter Knees
Search & Select - Intuitively Retrieving Music from Large Collections. ISMIR (2007)
Dominik Schnitzer, Tim Pohle, Peter Knees, Gerhard Widmer
One-touch access to music on mobile devices. MUM (2007)
Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer
Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts. CBMI (2007)
Gijs Geleijnse, Markus Schedl, Peter Knees
The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era. ISMIR (2007)
Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer
Exploring Music Collections in Virtual Landscapes. IEEE Multim. 14 (3) (2007)
Tim Pohle, Peter Knees, Markus Schedl, Elias Pampalk, Gerhard Widmer
"Reinventing the Wheel": A Novel Approach to Music Player Interfaces. IEEE Trans. Multim. 9 (3) (2007)
Markus Schedl, Peter Knees, Klaus Seyerlehner, Tim Pohle
The CoMIRVA Toolkit for Visualizing Music-Related Data. EuroVis (2007)
Markus Schedl, Peter Knees, Gerhard Widmer
Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies. ICDIM (2006)
Markus Schedl, Tim Pohle, Peter Knees, Gerhard Widmer
Assigning and Visualizing Music Genres by Web-based Co-Occurrence Analysis. ISMIR (2006)
Peter Knees, Markus Schedl, Tim Pohle, Gerhard Widmer
An innovative three-dimensional user interface for exploring music collections enriched. ACM Multimedia (2006)
Markus Schedl, Peter Knees, Tim Pohle, Gerhard Widmer
Towards Automatic Retrieval of Album Covers. ECIR (2006)
Peter Knees, Tim Pohle, Markus Schedl, Gerhard Widmer
Combining audio-based similarity with web-based data to accelerate automatic music playlist generation. Multimedia Information Retrieval (2006)
Tim Pohle, Peter Knees, Markus Schedl, Gerhard Widmer
Independent Component Analysis for Music Similarity Computation. ISMIR (2006)

Peter Knees.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Peter Knees