Markus Schedl

According to our database1, Markus Schedl authored at least 168 papers between 2000 and 2018.

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

Timeline

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Bibliography

2018
On the Interrelation Between Listener Characteristics and the Perception of Emotions in Classical Orchestra Music.
IEEE Trans. Affective Computing, 2018

Current challenges and visions in music recommender systems research.
IJMIR, 2018

The Effects of Real-world Events on Music Listening Behavior: An Intervention Time Series Analysis.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Culture-Aware Music Recommendation.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

A hybrid approach to music playlist continuation based on playlist-song membership.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

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

Audio-visual encoding of multimedia content for enhancing movie recommendations.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Recsys challenge 2018: automatic music playlist continuation.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

MMTF-14K: a multifaceted movie trailer feature dataset for recommendation and retrieval.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Rethinking Summarization and Storytelling for Modern Social Multimedia.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

geMsearch: Personalized Explorative Music Search.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Investigating Cross-Country Relationship between Users' Social Ties and Music Mainstreaminess.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Content-Based Multimedia Recommendation Systems: Definition and Application Domains.
Proceedings of the 9th Italian Information Retrieval Workshop, 2018

On the Importance of Considering Country-specific Aspects on the Online-Market: An Example of Music Recommendation Considering Country-Specific Mainstream.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017
Introduction to Intelligent Music Systems and Applications.
ACM TIST, 2017

Investigating country-specific music preferences and music recommendation algorithms with the LFM-1b dataset.
IJMIR, 2017

Distance- and Rank-based Music Mainstreaminess Measurement.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Personality Traits and Music Genres: What Do People Prefer to Listen To?
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Introducing Surprise and Opposition by Design in Recommender Systems.
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

How item discovery enabled by diversity leads to increased recommendation list attractiveness.
Proceedings of the Symposium on Applied Computing, 2017

The Importance of Song Context in Music Playlists.
Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs.
Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 2017

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

Personality Traits and Music Genre Preferences: How Music Taste Varies Over Age Groups.
Proceedings of the 1st Workshop on Temporal Reasoning in Recommender Systems co-located with 11th International Conference on Recommender Systems (RecSys 2017), 2017

Introducing Global and Regional Mainstreaminess for Improving Personalized Music Recommendation.
Proceedings of the 15th International Conference on Advances in Mobile Computing & Multimedia, 2017

MediaEval 2017 AcousticBrainz Genre Task: Multilayer Perceptron Approach.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Intelligent User Interfaces for Social Music Discovery and Exploration of Large-scale Music Repositories.
Proceedings of the 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces, 2017

IUI'17 Companion-Workshop Summary for HUMANIZE'17.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Artist Preferences and Cultural, Socio-Economic Distances Across Countries: A Big Data Perspective.
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

Large-Scale Analysis of Group-Specific Music Genre Taste from Collaborative Tags.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Mining Culture-Specific Music Listening Behavior from Social Media Data.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

Predicting Genre Preferences from Cultural and Socio-Economic Factors for Music Retrieval.
Proceedings of the Advances in Information Retrieval, 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

The effect of different video summarization models on the quality of video recommendation based on low-level visual features.
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

Fusing Social Media Cues: Personality Prediction from Twitter and Instagram.
Proceedings of the 25th International Conference on World Wide Web, 2016

Personality Traits and the Relationship with (Non-) Disclosure Behavior on Facebook.
Proceedings of the 25th International Conference on World Wide Web, 2016

Exploring Music Diversity Needs Across Countries.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Investigating the Relationship Between Diversity in Music Consumption Behavior and Cultural Dimensions: A Cross-Country Analysis.
Proceedings of the Late-breaking Results, 2016

The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists.
Proceedings of the 4th Workshop on Emotions and Personality in Personalized Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

Personality-Based User Modeling for Music Recommender Systems.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

A personality-based adaptive system for visualizing classical music performances.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Using Instagram Picture Features to Predict Users' Personality.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

The LFM-1b Dataset for Music Retrieval and Recommendation.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

An Analysis of Agreement in Classical Music Perception and its Relationship to Listener Characteristics.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Fusing Web and Audio Predictors to Localize the Origin of Music Pieces for Geospatial Retrieval.
Proceedings of the Advances in Information Retrieval, 2016

A dataset of multimedia material about classical music: PHENICX-SMM.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

Music Tweet Map: A browsing interface to explore the microblogosphere of music.
Proceedings of the 14th International Workshop on Content-Based Multimedia Indexing, 2016

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

Personality Correlates for Digital Concert Program Notes.
Proceedings of the User Modeling, Adaptation and Personalization, 2015

Personality & Emotional States: Understanding Users' Music Listening Needs.
Proceedings of the Posters, Demos, Late-breaking Results and Workshop Proceedings of the 23rd Conference on User Modeling, Adaptation, and Personalization (UMAP 2015), Dublin, Ireland, June 29, 2015

Tailoring Music Recommendations to Users by Considering Diversity, Mainstreaminess, and Novelty.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

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

Predicting Personality Traits with Instagram Pictures.
Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015

Listener-aware Music Search and Recommendation.
Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015) co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), 2015

Listener-Aware Music Recommendation from Sensor and Social Media Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Iron Maiden While Jogging, Debussy for Dinner? - An Analysis of Music Listening Behavior in Context.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

The MediaEval 2015 Affective Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

RFA at MediaEval 2015 Affective Impact of Movies Task: A Multimodal Approach.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 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

I-Vectors for Timbre-Based Music Similarity and Music Artist Classification.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

PHENICX: Innovating the classical music experience.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Towards Personalizing Classical Music Recommendations.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Timbral modeling for music artist recognition using i-vectors.
Proceedings of the 23rd European Signal Processing Conference, 2015

On the Influence of User Characteristics on Music Recommendation Algorithms.
Proceedings of the Advances in Information Retrieval, 2015

Personality Traits Predict Music Taxonomy Preferences.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

VSD2014: A dataset for violent scenes detection in hollywood movies and web videos.
Proceedings of the 13th International Workshop on Content-Based Multimedia Indexing, 2015

2014
Harvesting microblogs for contextual music similarity estimation: a co-occurrence-based framework.
Multimedia Syst., 2014

Music Information Retrieval: Recent Developments and Applications.
Foundations and Trends in Information Retrieval, 2014

Using Social Media Mining for Estimating Theory of Planned Behaviour Parameters.
Proceedings of the Posters, 2014

Enhancing Music Recommender Systems with Personality Information and Emotional States: A Proposal.
Proceedings of the Posters, 2014

User geospatial context for music recommendation in microblogs.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Social media and classical music?: a first analysis within the PHENICX project: "performances as highly enriched aNd interactive concert eXperiences".
Proceedings of the SoMeRA'14, 2014

Location-Aware Music Artist Recommendation.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Genre-based Analysis of Social Media Data on Music Listening Behavior: Are Fans of Classical Music Really Averse to Social Media?
Proceedings of the First International Workshop on Internet-Scale Multimedia Management, 2014

Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night?
Proceedings of the International Conference on Multimedia Retrieval, 2014

FAR at MediaEval 2014 Violent Scenes Detection: A Concept-based Fusion Approach.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

The MediaEval 2014 Affect Task: Violent Scenes Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Impact of Listening Behavior on Music Recommendation.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Benchmarking Violent Scenes Detection in movies.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

Mining User Generated Data for Music Information Retrieval.
Proceedings of the Mining User Generated Content., 2014

2013
Exploiting Social Media for Music Information Retrieval.
Proceedings of the Social Media Retrieval, 2013

A survey of music similarity and recommendation from music context data.
TOMCCAP, 2013

Evaluation in Music Information Retrieval.
J. Intell. Inf. Syst., 2013

The neglected user in music information retrieval research.
J. Intell. Inf. Syst., 2013

Minimal test collections for low-cost evaluation of Audio Music Similarity and Retrieval systems.
IJMIR, 2013

Hybrid music information retrieval.
IJMIR, 2013

Hybrid retrieval approaches to geospatial music recommendation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

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

Location-aware music recommendation using auto-tagging and hybrid matching.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Ameliorating Music Recommendation: Integrating Music Content, Music Context, and User Context for Improved Music Retrieval and Recommendation.
Proceedings of the 11th International Conference on Advances in Mobile Computing & Multimedia, 2013

Personalized Music Recommendation in a Mobile Environment.
Proceedings of the 11th International Conference on Advances in Mobile Computing & Multimedia, 2013

A professionally annotated and enriched multimodal data set on popular music.
Proceedings of the Multimedia Systems Conference 2013, 2013

Multimedia information retrieval: music and audio.
Proceedings of the ACM Multimedia Conference, 2013

A naive mid-level concept-based fusion approach to violence detection in Hollywood movies.
Proceedings of the International Conference on Multimedia Retrieval, 2013

FAR at MediaEval 2013 Violent Scenes Detection: Concept-based Violent Scenes Detection in Movies.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

MusiClef 2013: Soundtrack Selection for Commercials.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

The MediaEval 2013 Affect Task: Violent Scenes Detection.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

The Million Musical Tweet Dataset - What We Can Learn From Microblogs.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Leveraging Microblogs for Spatiotemporal Music Information Retrieval.
Proceedings of the Advances in Information Retrieval, 2013

2012
Local and global scaling reduce hubs in space.
Journal of Machine Learning Research, 2012

#nowplaying Madonna: a large-scale evaluation on estimating similarities between music artists and between movies from microblogs.
Inf. Retr., 2012

Towards minimal test collections for evaluation of audio music similarity and retrieval.
Proceedings of the 21st World Wide Web Conference, 2012

Mining microblogs to infer music artist similarity and cultural listening patterns.
Proceedings of the 21st World Wide Web Conference, 2012

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

ARF @ MediaEval 2012: An Uninformed Approach to Violence Detection in Hollywood Movies.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Brave New Task: MusiClef Multimodal Music Tagging.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

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

How Significant is Statistically Significant? The case of Audio Music Similarity and Retrieval.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Putting the User in the Center of Music Information Retrieval.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Evaluating the Online Capabilities of Onset Detection Methods.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Polyphonic piano note transcription with recurrent neural networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

User-Aware Music Retrieval.
Proceedings of the Multimodal Music Processing, 2012

MusiClef: Multimodal Music Tagging Task.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics, 2012

From Improved Auto-Taggers to Improved Music Similarity Measures.
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 2012

Exploring Geospatial Music Listening Patterns in Microblog Data.
Proceedings of the Adaptive Multimedia Retrieval: Semantics, 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. Manage., 2011

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

Using Mutual Proximity to Improve Content-Based Audio Similarity.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

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

MusiCLEF: a Benchmark Activity in Multimodal Music Information Retrieval.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Overview of the third international workshop on search and mining user-generated contents.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

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

2010
Enlightening the sun - A user interface to explore music artists via multimedia content.
Multimedia Tools Appl., 2010

Three web-based heuristics to determine a person's or institution's country of origin.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

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

On the Use of Microblogging Posts for Similarity Estimation and Artist Labeling.
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

Country of origin determination via Web mining techniques.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

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

The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008
Exploring Music Artists via Descriptive Terms and Multimedia Content.
Proceedings of the Semantic Multimedia, 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. Multimedia, 2007

Exploring Music Collections in Virtual Landscapes.
IEEE MultiMedia, 2007

The CoMIRVA Toolkit for Visualizing Music-Related Data.
Proceedings of the EuroVis07: Joint Eurographics, 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

Web-Based Detection of Music Band Members and Line-Up.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

Meaningfully Browsing Music Services.
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

Automatically Detecting Members and Instrumentation of Music Bands Via Web Content Mining.
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
Torque-Controlled Lightweight Arms and Articulated Hands: Do We Reach Technological Limits Now?
I. J. Robotics Res., 2004

2003
Space Robotics-DLR's Telerobotic Concepts, Lightweight Arms and Articulated Hands.
Auton. Robots, 2003

2002
Torque-controlled Light Weight Arms and Articulated Hands - Do We Reach Technological Limits Now?.
Proceedings of the Experimental Robotics VIII [ISER 2002, 2002

DLR's Torque-Controlled Light Weight Robot III - Are We Reaching the Technological Limits Now?
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

2000
A new Generation of Light-Weight Robot Arms and Multifingered Hands.
Proceedings of the Experimental Robotics VII [ISER 2000, 2000


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