Sebastian Stober

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Andreas NürnbergerProfessor für Data and Knowledge Engineering, Otto-von-Guericke-Universität MagdeburgVerified email at ovgu.de
Jessica GrahnBrain and Mind Institute, Department of Psychology, University of Western OntarioVerified email at uwo.ca
Avital SterninBrain and Mind Institute, Department of Psychology, University of Western OntarioVerified email at uwo.ca
Adrian M. OwenUniversity of Western OntarioVerified email at uwo.ca
Thomas LowOtto von Guericke University MagdeburgVerified email at thomaslow.com
Dr. Tatiana Gossenresearcher at Data and Knowledge Engineering Group, university of Magdeburg, GermanyVerified email at ovgu.de
Harald SackProfessor of Information Service Engineering, FIZ Karlsruhe / KIT KarlsruheVerified email at kit.edu
Raimund DachseltProfessor of Computer Science, Technische Universität DresdenVerified email at tu-dresden.de
Sophie StellmachMicrosoftVerified email at acm.org
Daniel WolffIRCAM Paris / FreelancerVerified email at city.ac.uk
Markus SchedlProfessor at Johannes Kepler University Linz, Institute of Computational PerceptionVerified email at jku.at
Meinard MüllerFriedrich-Alexander Universität Erlangen-Nürnberg (FAU), International Audio Laboratories ErlangenVerified email at audiolabs-erlangen.de
Christian BorgeltProfessor for Data Science, Paris Lodron University of SalzburgVerified email at borgelt.net
Ernesto William De LucaProfessor of Digital Transformation and Digital Humanities, University of MagdeburgVerified email at ovgu.de
Emilia GómezJoint Research Centre, European Commission and Music Technology Group, Universitat Pompeu FabraVerified email at upf.edu
Cynthia C. S. LiemAssistant Professor, Multimedia Computing Group, Delft University of TechnologyVerified email at tudelft.nl
Birger LarsenProfessor in Information Analysis and Information Retrieval, Aalborg University Copenhagen (Denmark)Verified email at hum.aau.dk
Christian MoewesComputational Intelligence, Magdeburg UniversityVerified email at ovgu.de
Jessica A F ThompsonUniversité de MontréalVerified email at umontreal.ca
Ana Garcia SerranoAssociate Professor of Computer Science (UNED - Universidad Nacional de Educación a DistanciaVerified email at lsi.uned.es

Sebastian Stober

Artificial Intelligence Lab @ Otto von Guericke University Magdeburg

Verified email at ovgu.de - Homepage

Deep Learning Music Information Retrieval Cognitive Neuroscience Adaptive Systems Machine Learning


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Deep feature learning for EEG recordings S Stober, A Sternin, AM Owen, JA Grahn arXiv preprint arXiv:1511.04306, 2015	132	2015
Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings S Stober, DJ Cameron, JA Grahn Advances in neural information processing systems, 1449-1457, 2014	96	2014
Transfer learning for speech recognition on a budget J Kunze, L Kirsch, I Kurenkov, A Krug, J Johannsmeier, S Stober arXiv preprint arXiv:1706.00290, 2017	77	2017
Designing gaze-supported multimodal interactions for the exploration of large image collections S Stellmach, S Stober, A Nürnberger, R Dachselt Proceedings of the 1st conference on novel gaze-controlled applications, 1-8, 2011	62	2011
Towards Query by Singing/Humming on Audio Databases. A Duda, A Nürnberger, S Stober ISMIR, 331-334, 2007	41	2007
Moving beyond ERP components: a selective review of approaches to integrate EEG and behavior DA Bridwell, JF Cavanagh, AGE Collins, MD Nunez, R Srinivasan, ... Frontiers in human neuroscience 12, 106, 2018	32	2018
Towards Music Imagery Information Retrieval: Introducing the OpenMIIR Dataset of EEG Recordings from Music Perception and Imagination. S Stober, A Sternin, AM Owen, JA Grahn ISMIR, 763-769, 2015	31	2015
Adaptive music retrieval–a state of the art S Stober, A Nürnberger Multimedia Tools and Applications 65 (3), 467-494, 2013	31	2013
Learning discriminative features from electroencephalography recordings by encoding similarity constraints S Stober 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017	30	2017
Towards user-adaptive structuring and organization of music collections S Stober, A Nürnberger International Workshop on Adaptive Multimedia Retrieval, 53-65, 2008	27	2008
Classifying EEG Recordings of Rhythm Perception. S Stober, DJ Cameron, JA Grahn ISMIR, 649-654, 2014	26	2014
The hubness phenomenon: Fact or artifact? T Low, C Borgelt, S Stober, A Nürnberger Towards Advanced Data Analysis by Combining Soft Computing and Statistics …, 2013	26	2013
MusicGalaxy–an adaptive user-interface for exploratory music retrieval S Stober, A Nürnberger Proc. of 7th Sound and Music Computing conference (SMC’10), 2010	24	2010
Carsa–an architecture for the development of context adaptive retrieval systems K Bade, EW De Luca, A Nürnberger, S Stober International Workshop on Adaptive Multimedia Retrieval, 91-101, 2005	24	2005
User-aware music retrieval M Schedl, S Stober, E Gómez, N Orio, C Liem Dagstuhl Follow-Ups 3, 2012	23	2012
An experimental comparison of similarity adaptation approaches S Stober, A Nürnberger International Workshop on Adaptive Multimedia Retrieval, 96-113, 2011	20	2011
A multi-focus zoomable interface for multi-facet exploration of music collections S Stober, A Nürnberger 7th International Symopsium on Computer Music Modeling and Retrieval, 339-354, 2010	17	2010
Deep learning based on event-related EEG differentiates children with ADHD from healthy controls A Vahid, A Bluschke, V Roessner, S Stober, C Beste Journal of clinical medicine 8 (7), 1055, 2019	16	2019
Automatic image annotation using a visual dictionary based on reliable image segmentation C Hentschel, S Stober, A Nürnberger, M Detyniecki International Workshop on Adaptive Multimedia Retrieval, 45-56, 2007	16	2007
A systematic comparison of music similarity adaptation approaches D Wolff, S Stober, A Nürnberger, T Weyde ISMIR, 103-108, 2012	15	2012

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