Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images

Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Krug, Valerie; Khatun, Rupali; Mishra, Rahul; Desai, Nirja; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas

In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 2, Artikel 45, insges. 22 S.

Publikationslink

Neuroscience-inspired analysis and visualization of Deep Neural Networks

Krug, Valerie; Stober, Sebastian

In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2024, 1 Online-Ressource (x, 249 Seiten, 53,65 MB) [Literaturverzeichnis: Seite 229-249][Literaturverzeichnis: Seite 229-249]

Publikationslink

Improving voice conversion for dissimilar speakers using perceptual losses

Gosh, Suhita; Sinha, Yamini; Siegert, Ingo; Stober, Sebastian

In: DAGA 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V., S. 1358-1361

Publikationslink

How reliable are posterior class probabilities in automatic music classification?

Lukashevich, Hanna; Grollmisch, Sascha; Abeßer, Jakob; Stober, Sebastian; Bös, Joachim

In: Proceedings of the 18th International Audio Mostly Conference - New York, NY : The Association for Computing Machinery . - 2023, S. 45-50

Publikationslink

Transformer-based chord recognition with unsupervised pre-training of input embeddings

Ebrahimzadeh, Maral; Krug, Valerie; Stober, Sebastian

In: Tagungsband, DAGA 2023 - 49. Jahrestagung für Akustik , 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V. ; Estorff, Otto *1957-*, S. 1374-1377

Publikationslink

Verbesserte Singing Voice Separation für Riddim-Alben

Johannsmeier, Jens; Allan, Kenneth; Stober, Sebastian

In: Tagungsband, DAGA 2023 - 49. Jahrestagung für Akustik , 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V. ; Estorff, Otto *1957-*, S. 930-933

Publikationslink

Anonymization of stuttered speech - removing speaker information while preserving the utterance

Hintz, Jan; Bayerl, Sebastian P.; Sinha, Yamini; Ghosh, Suhita; Schubert, Martha; Stober, Sebastian; Riedhammer, Korbinian; Siegert, Ingo

In: 3rd Symposium on Security and Privacy in Speech Communication - Internatinal Speech Communication Association ; Siegert, Ingo . - 2023, S. 41-45

Publikationslink

Trustworthy academic risk prediction with explainable boosting machines

Dsilva, Vegenshanti; Schleiss, Johannes; Stober, Sebastian

In: Artificial Intelligence in Education , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Wang, Ning, S. 463-475 - (Lecture notes in computer science; volume 13916)

Publikationslink

Visualizing bias in activations of deep neural networks as topographic maps

Krug, Valerie; Olson, Christopher; Stober, Sebastian

In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 3523 (2023), insges. 10 S.

Publikationslink

Visualizing deep neural networks with topographic activation maps

Krug, Valerie; Ratul, Raihan Kabir; Olson, Christopher; Stober, Sebastian

In: HHAI 2023 / Lukowicz , P. , 1st ed. - Amsterdam : IOS Press, Incorporated ; Lukowicz, P., S. 138-152

Publikationslink

CHIASM-Net - artificial intelligence-based direct identification of chiasmal abnormalities in albinism

Puzniak, Robert Jerzy; Prabhakaran, Gokulraj T.; McLean, Rebecca J.; Stober, Sebastian; Ather, Sarim; Proudlock, Frank A.; Gottlob, Irene; Dineen, Robert A.; Hoffmann, Michael B.

In: Investigative ophthalmology & visual science - Rockville, Md. : ARVO, Bd. 64 (2023), Heft 13, Artikel 14, insges. 9 S.

Publikationslink

Deep learning based tomosynthesis denoising - a bias investigation across different breast types

Eckert, Dominik; Wicklein, Julia; Herbst, Magdalena; Dwars, Stephan; Ritschl, Ludwig; Kappler, Steffen; Stober, Sebastian

In: Journal of medical imaging - [Bellingham, Wash.] : SPIE, Bd. 10 (2023), Heft 6, Artikel 064003

Publikationslink

AI course design planning framework - developing domain-specific AI education courses

Schleiss, Johannes; Laupichler, Matthias Carl; Raupach, Tobias; Stober, Sebastian

In: Education Sciences - Basel : MDPI, Bd. 13 (2023), Heft 9, Artikel 954, insges. 18 S.

Publikationslink

Emo-StarGAN - a semi-supervised any-to-many non-parallel emotion-preserving voice conversion

Ghosh, Suhita; Das, Arnab; Sinha, Yamini; Siegert, Ingo; Polzehl, Tim; Stober, Sebastian

In: Interspeech 2023 - International Speech and Communication Association ; Harte, Naomi, S. 2093-2097

Publikationslink

Modelling canonical computations in brains and machines with the Free Energy Principle

Ofner, André; Stober, Sebastian

In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xxiii, 162 Seiten, 21,14 MB) [Literaturverzeichnis: Seite 143-162][Literaturverzeichnis: Seite 143-162]

Publikationslink

StarGAN-VC++ - towards emotion preserving voice conversion using deep embeddings

Das, Arnab; Ghosh, Suhita; Polzehl, Tim; Stober, Sebastian

In: 12th ISCA Speech Synthesis Workshop - ISCA . - 2023, S. 81-87

Publikationslink

Curriculum workshops as method of interdisciplinary curriculum development - a case study of artificial intelligence in engineering

Schleiss, Johannes; Manukjan, Anke; Bieber, Michelle; Stober, Sebastian

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 3 S.

Publikationslink

Protecting student data in ML pipelines - an overview of privacy-preserving ML

Schleiss, Johannes; Günther, Kolja; Stober, Sebastian

In: Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium , 1st ed. 2022. - Cham : Springer International Publishing ; Rodrigo, Maria Mercedes, S. 532-536 - (Lecture notes in computer science; volume 13356)

Publikationslink

Deep neural networks and auditory imagery

Ofner, André; Stober, Sebastian

In: MUSIC AND MENTAL IMAGERY - [S.l.] : ROUTLEDGE ; Küssner, Mats B. . - 2022, insges. 11 S.

Publikationslink

Teaching AI competencies in engineering using projects and open educational resources

Schleiss, Johannes; Hense, Julia; Kist, Andreas; Schlingensiepen, Jörn; Stober, Sebastian

In: Towards a new future in engineering education, new scenarios that European alliances of tech universities open up / SEFI Annual Conference , 2022 - Cornellà de Llobregat, Spain : Artes Gráficas Torres S.L. ; Järvinen, Hannu-Matti, S. 1592-1600

Publikationslink

An interdisciplinary competence profile for AI in engineering

Schleiss, Johannes; Bieber, Michelle; Manukjan, Anke; Kellner, Lars; Stober, Sebastian

In: Towards a new future in engineering education, new scenarios that European alliances of tech universities open up / SEFI Annual Conference , 2022 - Cornellà de Llobregat, Spain : Artes Gráficas Torres S.L. ; Järvinen, Hannu-Matti, S. 1601-1609

Publikationslink

Deep learning based denoising of mammographic x-ray images: an investigation of loss functions and their detail-preserving properties

Eckert, Dominik; Ritschl, Ludwig; Herbst, Magdalena; Wicklein, Julia; Vesal, Sulaiman; Kappler, Steffen; Maier, Andreas; Stober, Sebastian

In: Konferenz: SPIE Medical Imaging, 2022, San Diego, California, United States, 2022, Proceedings of SPIE/ SPIE - Bellingham, Wash.: SPIE, Bd. 12031 (2022)

Publikationslink

Neural-gas VAE

Perschewski, Jan-Ole; Stober, Sebastian

In: Artificial Neural Networks and Machine Learning – ICANN 2022 , 1st ed. 2022. - Cham : Springer International Publishing ; Pimenidis, Elias, S. 292-303 - (Lecture notes in computer science; volume 13529)

Publikationslink

Towards patient specific reconstruction using perception-aware CNN and planning CT as prior

Ghosh, Suhita; Ernst, Philipp; Rose, Georg; Nürnberger, Andreas; Stober, Sebastian

In: Konferenz: 19th International Symposium on Biomedical Imaging, ISBI, Kolkata, India, 28-31 March 2022, IEEE ISBI 2022 proceedings/ IEEE ISBI - Piscataway, NJ, USA1: IEEE; isbi . - 2022

Publikationslink

Voice Privacy - leveraging multi-scale blocks with ECAPA-TDNN SE-Res2NeXt extension for speaker anonymization

Khamsehashari, Razieh; Sinha, Yamini; Hintz, Jan; Ghosh, Suhita; Polzehl, Tim; Franzreb, Carlos; Stober, Sebastian; Siegert, Ingo

In: 2nd Symposium on Security and Privacy in Speech Communication - Incheon, Korea, 23-24 September 2022 - Internatinal Speech Communication Association ; Siegert, Ingo, S. 43-48

Publikationslink

Conditional generative adversarial networks applied to EEG data can inform about the inter-relation of antagonistic behaviors on a neural level

Vahid, Amirali; Mückschel, Moritz; Stober, Sebastian; Stock, Ann-Kathrin; Beste, Christian

In: Communications biology - London: Springer Nature, Bd. 5 (2022), 1, insges. 11 S.

Publikationslink

Active multitask learning with uncertainty-weighted loss for coronary calcium scoring

Föllmer, Bernhard; Biavati, Federico; Wald, Christian; Stober, Sebastian; Ma, Jackie; Dewey, Marc; Samek, Wojciech

In: Medical physics - Hoboken, NJ : Wiley, Bd. 49 (2022), Heft 11, S. 7262-7277

Publikationslink

Perception-aware losses facilitate CT denoising and artifact removal

Ghosh, Suhita; Krug, Andreas; Rose, Georg; Stober, Sebastian

In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 6 S.

Publikationslink

Approaching scheduling problems via a deep hybrid greedy model and supervised learning

Schmidt, Johann; Stober, Sebastian

In: IFAC-PapersOnLine/ Internationale Förderung für Automatische Lenkung - Frankfurt: Elsevier, Bd. 54 (2021), 1, S. 805-810

Publikationslink

Analyzing and visualizing deep neural networks for speech recognition with saliency-adjusted neuron activation profiles

Krug, Andreas; Ebrahimzadeh, Maral; Alemann, Jost; Johannsmeier, Jens; Stober, Sebastian

In: Electronics - Basel : MDPI, Bd. 10 (2021), Heft 11, Artikel 1350, insges. 30 S.

Publikationslink

Uncertainty-aware temporal self-learning (UATS) - semi-supervised learning for segmentation of prostate zones and beyond

Meyer, Anneke; Ghosh, Suhita; Schindele, Daniel; Schostak, Martin; Stober, Sebastian; Hansen, Christian; Rak, Marko

In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science - AIM, Bd. 116 (2021), Artikel 102073

Publikationslink

Analyzing regions of safety for handling shared data in cooperative systems

Jäger, Georg; Schleiss, Johannes; Usanavasin, Sasiporn; Stober, Sebastian; Zug, Sebastian

In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)/ IEEE International Conference on Emerging Technologies and Factory Automation - Piscataway, NJ: IEEE; IEEE International Conference on Emerging Technologies and Factory Automation (25.:2020) . - 2020, S. 628 - 635

Publikationslink

PredNet and predictive coding - a critical review

Rane, Roshan Prakash; Szügyi, Edit; Saxena, Vageesh; Ofner, André; Stober, Sebastian

In: ICMR '20: proceedings of the 2020 International Conference on Multimedia Retrieval : Dublin, Ireland, June, 2020 - New York, NY: ACM, 2020 . - 2020, S. 233-241[Konferenz: 2020 International Conference on Multimedia Retrieval, ICMR '20, Dublin, June 2020]

Publikationslink

Applying deep learning to single-trial EEG data provides evidence for complementary theories on action control

Vahid, Amirali; Mückschel, Moritz; Stober, Sebastian; Stock, Ann-Kathrin; Beste, Christian

In: Communications biology - London: Springer Nature, Vol. 3.2020, Art.-Nr. 112, 11 Seiten

Publikationslink

Automatic prostate and prostate zones segmentation of magnetic resonance images using DenseNet-like U-net

Aldoj, Nader; Biavati, Federico; Michallek, Florian; Stober, Sebastian; Dewey, Marc

In: Scientific reports - [London]: Macmillan Publishers Limited, part of Springer Nature, Volume 10(2020), article 14315, 17 Seiten

Publikationslink

Modeling perception with hierarchical prediction: Auditory segmentation with deep predictive coding locates candidate evoked potentials in EEG

Ofner, André; Stober, Sebastian

In: ResearchGATE: scientific neetwork ; the leading professional network for scientists - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2020[Konferenz: 21st International Society for Music Information Retrieval Conference, ISMIR20,virtual conference, 11-16 October 2020]

Publikationslink

Balancing active inference and active learning with deep variational predictive coding for EEG

Ofner, André; Stober, Sebastian

In: ResearchGATE: scientific neetwork ; the leading professional network for scientists - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2020[Kongress: IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, virtual, October 11-14, 2020]

Publikationslink

Gradient-adjusted neuron activation profiles for comprehensive introspection of convolutional speech recognition models

Krug, Andreas; Stober, Sebastian

In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2002.08125, 5 Seiten

Publikationslink

Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images

Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Khatun, Rupali; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas

In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2006.02570, insgesamt 16 Seiten

Publikationslink

Knowledge transfer in coupled predictive coding networks

Ofner, André; Stober, Sebastian

In: Bernstein Conference/ Bernstein Conference - [Freiburg], 2019; Sprekeler, Henning . - 2019, S. 81

Publikationslink

The ISMIR explorer - a visual interface for exploring 20 years of ISMIR publications

Low, Thomas; Hentschel, Christian; Polley, Sayantan; Das, Anustup; Sack, Harald; Nürnberger, Andreas; Stober, Sebastian

In: ISMIR 2019 - International Society for Music Information Retrieval, 2019; Flexer, Arthur . - 2019, S. 754-760

Publikationslink

Window-based neural tagging for shallow discourse argument labeling

Knaebel, René; Stede, Manfred; Stober, Sebastian

In: CoNLL 2019 - Stroudsburg: Association for Computational Linguistics . - 2019, S. 768-777

Publikationslink

Hybrid variational predictive coding as a bridge between human and artificial cognition

Ofner, André; Stober, Sebastian

In: ALIFE 2019 - Cambridge: MIT Press; Fellermann, Harold . - 2019, S. 68-69

Publikationslink

Automatic prostate and prostate zones segmentation of magnetic resonance images using convolutional neural networks

Aldoj, Nader; Biavati, Federico; Rutz, Miriam; Michallek, Florian; Stober, Sebastian; Dewey, Marc

In: Medical Imaging with Deep Learning - OpenReview.net . - 2019, S. 1-4

Publikationslink

Deep learning based on event-related EEG differentiates children with ADHD from healthy controls

Vahid, Amirali; Bluschke, Annet; Roessner, Veit; Stober, Sebastian; Beste, Christian

In: Journal of Clinical Medicine - Basel: MDPI, Volume 8, issue 7 (2019), article 1055, insgesamt 15 Seiten

Publikationslink

Siri visualisiert

Krug, Andreas; Stober, Sebastian

In: Forschende betreiben Wissenschaftskommunikation: NaWik Symposium 2019 - NaWik gGmbH, 2019 . - 2019, S. 24-25[Symposium: NaWik Symposium 2019, Karlsruhe, 5. April 2019]

Predictive coding based vision for autonomous cars

Rane, Roshan Prakash; Ofner, André; Gite, Shreyas; Stober, Sebastian

In: Computational Cognition 2019 - Osnabrück . - 2019

Publikationslink

Visualizing deep neural networks for speech recognition with learned topographic filter maps

Krug, Andreas; Stober, Sebastian

In: De.arxiv.org - [S.l.]: Arxiv.org, 1991, 2019, article 1912.04067, insgesamt 8 Seiten[Workshop: 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Florence, 28.07. - 02.08.2019]

Publikationslink

Model-based frameworks for user adapted information exploration - an overview

Kotzyba, Michael; Gossen, Tatiana; Stober, Sebastian; Nürnberger, Andreas

In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 37-56

Publikationslink

Exploring large movie collections - comparing visual berrypicking and traditional browsing

Low, Thomas; Hentschel, Christian; Stober, Sebastian; Sack, Harald; Nürnberger, Andreas

In: MultiMedia Modeling - Cham: Springer, 2017 . - 2017, S. 198-208[Kongress: 23rd International Conference, MMM 2017, Reykjavik, Iceland, January 4-6, 2017]

Publikationslink

Search result visualization with characters for children

Gossen, Tatiana; Müller, Rene; Stober, Sebastian; Nürnberger, Andreas

In: IDC '14: proceedings of the International Conference on Interaction Design and Children - New York, NY: ACM, S. 125-134, 2014Kongress: IDC '14 : (Aarhus, Denmark) : 2014.06.17-20

Publikationslink

Visual berrypicking in large image collections

Low, Thomas; Hentschel, Christian; Stober, Sebastian; Sack, Harald; Nürnberger, Andreas

In: Proceedings of the 8th Nordic Conference on Human-Computer Interaction: fun, fast, foundational: Helsinki, Finland - October 26 - 30, 2014 - New York, NY: ACM, S. 1043-1046

Publikationslink

Adaptive multimedia retrieval - semantics, context, and adaptation ; 10th international workshop, AMR 2012, Copenhagen, Denmark, October 24 - 25, 2012 ; revised selected papers

Nürnberger, Andreas; Stober, Sebastian; Larsen, Birger; Detyniecki, Marcin

In: Cham [u.a.]: Springer, 2014, Online-Ressource (X, 290 S.) - (Lecture notes in computer science; 8382), ISBN: 978-3-319-12093-5 Kongress: International Workshop on Adaptive Multimedia Retrieval 10 Copenhagen 2012.10.24-25

Publikationslink

Sprachgesteuerte Benutzerschnittstellen zur Suche für junge Nutzer

Gossen, Tatiana; Kotzyba, Michael; Stober, Sebastian; Nürnberger, Andreas

In: Informatik 2013 - Informatik angepasst an Mensch, Organisation und Umwelt - Bonn: Ges. für Informatik; Horbach, Matthias . - 2013, S. 113 - 115 - (GI Edition; Proceedings; 220)Kongress: Tagung Informatik 2013 (Koblenz : 2013.09.16-20)

An experimental comparison of similarity adaptation approaches

Stober, Sebastian; Nürnberger, Andreas

In: Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation / Detyniecki , Marcin - Berlin, Heidelberg : Springer ; Detyniecki, Marcin . - 2013, S. 96-113 - ( Lecture notes in computer science; volume 7836)

Publikationslink

Incremental visualization of growing music collections

Stober, Sebastian; Low, Thomas; Gossen, Tatiana; Nürnberger, Andreas

In: Proceedings of the 14th International Society for Music Information Retrieval (ISMIR): November 4th-8th, Curitiba, Brazil /ed. by Alceu de Souza Britto ... - ISMIR; Souza Britto, Alceu . - 2013, S. 433-438Kongress: ISMIR 2013 14 (Curitiba, Brazil : 2013.11.04-08)

The hubness phenomenon - fact or artifact?

Low, Thomas; Borgelt, Christian; Stober, Sebastian; Nürnberger, Andreas

In: Towards Advanced Data Analysis by Combining Soft Computing and Statistics / Borgelt , Christian - Berlin, Heidelberg : Springer ; Borgelt, Christian . - 2013, S. 267-278 - (Studies in Fuzziness and Soft Computing; 285)

Publikationslink

Voice-controlled search user interfaces for young userss

Gossen, Tatiana; Kotzyba, Michael; Stober, Sebastian; Nürnberger, Andreas

In: HCIR 2013 . - 2013, insges. 4 S.Kongress: HCIR 2013 7 (Vancouver, Canada : 2013.10.03-04)

Publikationslink

Tagungsband der Magdeburger-Informatik-Tage, 2. Doktorandentagung 2013 - (MIT 2013) ; 16. Juli 2013

Buchholz, Robert; Krempl, Georg; Krull, Claudia; Schallehn, Eike; Stober, Sebastian; Ortmeier, Frank; Zug, Sebastian

In: Magdeburg, 2013, 4, 30 Seiten, Ill., graph. Darst., 21 cmKongress: Magdeburger-Informatik-Tage, Doktorandentagung (MIT) 2 (Magdeburg : 2013.07.16)

Adaptive Verfahren zur nutzerzentrierten Organisation von Musiksammlungen

Stober, Sebastian

In: Bonn : Ges. für Informatik, 2012 - (GI-Edition)

A systematic comparison of music similarity adaptation approaches

Wolff, Daniel; Weyde, Tillmann; Stober, Sebastian; Nürnberger, Andreas

In: ISMIR 2012. - FEUP Edições, S. 103-108Kongress: ISMIR 2012; 13 (Porto, Portugal) : 2012.10.08-12

Publikationslink

User-aware music retrieval

Schedl, Markus; Stober, Sebastian; Gómez, Emilia; Orio, Nicola; Liem, Cynthia C.S.

In: Multimodal music processing - Saarbrücken/Wadern: Dagstuhl Publ., 2012 . - 2012, S. 135-156 - (Dagstuhl follow-ups; 3)

Publikationslink

Music imagery information retrieval bringing the song on your mind back to your ears

Stober, Sebastian; Thompson, Jessica

In: ISMIR 2012. - FEUP Edições, insges. 2 S.Kongress: ISMIR 2012; 13 (Porto, Portugal) : 2012.10.08-12

Adaptive music retrievala state of the art

Stober, Sebastian; Nürnberger, Andreas

In: Multimedia tools and applications. - Dordrecht [u.a.] : Springer Science + Business Media B.V, insges. 28 S., 2012

Publikationslink

Bisociative music discovery and recommendation

Stober, Sebastian; Haun, Stefan; Nürnberger, Andreas

In: Bisociative Knowledge Discovery / Berthold , Michael - Berlin, Heidelberg : Springer Berlin Heidelberg , 2012 ; Berthold, Michael *1966-*, S. 472-483 - (Lecture Notes in Computer Science; 7250)

Publikationslink

Adaptive distance measures for exploration and structuring of music collections

Stober, Sebastian

In: Semantic audio. - New York, NY : Audio Engineering Soc., S. 275-284, 2011Kongress: AES International Conference; 42 (Ilmenau) : 2011.07.22-24

Analyzing the impact of data vectorization on distance relations

Stober, Sebastian; Nürnberger, Andreas

In: 2011 IEEE International Conference on Multimedia and Expo (ICME). - Piscataway, NJ : IEEE, insges. 6 S.Kongress: ICME; (Barcelona) : 2011.07.11-15

Publikationslink

Similarity adaptation in an exploratory retrieval scenario

Stober, Sebastian; Nürnberger, Andreas

In: Adaptive multimedia retrieval - context, exploration, and fusion ; 8th international workshop, AMR 2010, Linz, Austria, August 17 - 18, 2010 ; revised selected papers - Berlin [u.a.] : Springer . - 2011, S. 144-158 - (Lecture notes in computer science; volume 6817) [8th International Workshop on Adaptive Multimedia Retrieval, AMR 2010, Linz, Austria, August 17-18, 2010]

Publikationslink

Designing gaze-supported multimodal interactions for the exploration of large image collections

Stellmach, Sophie; Stober, Sebastian; Nürnberger, Andreas; Dachselt, Raimund

In: Proceedings of the 1st Conference on Novel Gaze-Controlled Applications, NGCA `11. - ACM, insges. 8 S., 2011Kongress: NGCA '11; 1 (Karlskrona, Sweden) : 2011.05.26-27

Publikationslink

Adaptive methods for user-centered organization of music collections

Stober, Sebastian; Nürnberger, Andreas

In: Zugl.: Magdeburg, Univ., Fak. für Informatik, Diss., 2011: München: Verl. Dr. Hut, 1. Aufl., XXV, 237 S., graph. Darst., 240 mm x 170 mm, 661 g[Parallel als Online-Ressource erschienen]

Adaptive multimedia retrieval - context, exploration, and fusion ; 8th international workshop, AMR 2010, Linz, Austria, August 17 - 18, 2010 ; revised selected papers

Detyniecki, Marcin; Knees, Peter; Nürnberger, Andreas; Schedl, Markus; Stober, Sebastian

In: Berlin [u.a.]: Springer, 2011, Online-Ressource (X, 219 S.) - (Lecture notes in computer science; 6817)Kongress: AMR 8 (Linz : 2010.08.17-18)

Publikationslink

MusicGalaxy - a multi-focus zoomable interface for multi-facet exploration of music collections

Stober, Sebastian; Nürnberger, Andreas

In: Exploring music contents. - Heidelberg [u.a.] : Springer, S. 273-302, 2011 - (Lecture notes in computer science; 6684)Kongress: CMMR 2010; 7 (Málaga) : 2010.06.21-24

Publikationslink

Automatic evaluation of user adaptive interfaces for information organization and exploration

Stober, Sebastian; Nürnberger, Andreas

In: Proceedings of the SIGIR 2010 Workshop on the Simulation of Interaction. - Amsterdam : IR Publ., S. 33-34Kongress: SIGIR Workshop on the Simulation of Interaction; (Geneva) : 2010.07.23

Publikationslink

A multi-focus zoomable interface for multi-facet exploration of music collections

Stober, Sebastian; Nürnberger, Andreas

In: 7th International Symopsium on Computer Music Modeling and Retrieval 2010. - Malaga, S. 339-354Kongress: CMMR; 7 (Malaga) : 2010.06.21-24

Publikationslink

MusicGalaxy - an adaptive user-interface for exploratory music retrieval

Stober, Sebastian; Nürnberger, Andreas

In: SMC 2010. - Barcelona, S. 382-389Kongress: SMC; 7 (Barcelona) : 2010.07.21-24

Publikationslink

Evaluation of adaptive SpringLens - a multi-focus interface for exploring multimedia collections

Stober, Sebastian; Hentschel, Christian; Nürnberger, Andreas

In: 6th Nordic Conference on Human-Computer Interaction 2010 (NordiCHI 2010). - Red Hook, NY : CurranKongress: NordiCHI; 10 (Reykjavik) : 2010.10.16-20

Similarity Adaptation in an Exploratory Retrieval Scenario

Stober, Sebastian

In: Proceedings of 8th International Workshop on Adaptive Multimedia Retrieval (AMR'10), Linz, Austria, Aug 2010.

Towards user-adaptive structuring and organization of music collections

Stober, Sebastian; Nürnberger, Andreas

In: Adaptive multimedia retrieval. - Berlin [u.a.] : Springer, S. 53-65, 2010 - (Lecture Notes in Computer Science; 5811)Kongress: International Workshop AMR; 6 (Berlin) : 2008.06.26-27

Publikationslink

Multi-facet exploration of image collections with an adaptive multi-focus zoomable interface

Stober, Sebastian; Henschel, Christian; Nürnberger, Andreas

In: The 2010 International Joint Conference on Neural Networks (IJCNN), 2010. - Piscataway, NJ : IEEE, insges. 8 S.Kongress: IJCNN; (Barcelona) : 2010.07.18-23

Publikationslink

Visualisierung von großen Musiksammlungen unter Berücksichtigung projektionsbedingter Verzerrungen

Stober, Sebastian; Nürnberger, Andreas

In: DAGA 2010. - [Berlin] : DEGA [u.a.], S. 571-572Kongress: DAGA; 36 (Berlin) : 2010.03.15-18

Supporting folk-song research by automatic metric learning and ranking

Bade, Korinna; Nürnberger, Andreas; Stober, Sebastian; Garbers, Jörg; Wiering, Frans

In: ISMIR 2009: proceedings of the 10 International Society for Music Information Retrieval Conference ; October 26-30, 2009, Kobe, Japan /ed. by $ 3010 ... - Montreal, S. 741-746Kongress: ISMIR 2009 10 (Kobe, Japan : 2009.10.26-30)

A survey on the acceptance of listening context logging for MIR applications

Stober, Sebastian; Steinbrecher, Matthias; Nürnberger, Andreas

In: LSAS 2009. - Graz, S. 45-57Kongress: LSAS; 3 (Graz, Austria) : 2009.12.02

Everything in its right place? - learning a user's view of a music collection

Bade, Korinna; Nürnberger, Andreas; Stober, Sebastian

In: Proceedings - Berlin: DEGA, S. 344-347, 2009Kongress: NAG/DAGA (Rotterdam : 2009.03.23-26)

LSAS 2009 - third International Workshop on Learning Semantics of Audio Signals ; December 2, 2009 ; SAMT Conference - Graz, Austria ; proceedings

Baumann, Stephan; Burred, Juan José; Nürnberger, Andreas; Stober, Sebastian

In: Graz, 2009, 102 S., Ill., graph. Darst., ISBN 978-3-940961-38-9Kongress: International Workshop on Learning Semantics of Audio Signals 3 (Graz, Austria : 2009.12.02)[Literaturangaben]

User-adaptive music information retrieval

Stober, Sebastian; Nürnberger, Andreas

In: Künstliche Intelligenz. - Berlin : Springer, 2, S. 54-57, 2009

Browsing music by usage context

Laube, Valentin; Moewes, Christian; Stober, Sebastian

In: Proceedings // LSAS 2008, Second International Workshop on Learning Semantics of Audio Signals, June 21, 2008, IRCAM, Paris, France. - Paris : IRCAM, S. 19-29Kongress: International Workshop on Learning Semantics of Audio Signals; 2 (Paris, France) : 2008.06.21

Proceedings

Burred, Juan José; Nürnberger, Andreas; Peeters, Geoffroy; Stober, Sebastian

In: Paris, IRCAM, 2008, 84 S., Ill., graph. Darst., ISBN 978-3-9804874-7-4Kongress: International Workshop on Learning Semantics of Audio Signals 2 (Paris, France : 2008.06.21)

Automatic image annotation using a visual dictionary based on reliable image segmentation

Hentschel, Christian; Stober, Sebastian; Nürnberger, Andreas; Detyniecki, Marcin

In: Adaptive multimedial retrieval. - Berlin [u.a.] : Springer, S. 45-56, 2008 - (Lecture notes in computer science; 4918)Kongress: AMR; 5 (Paris) : 2007.07.05-06

Publikationslink

Enhancing chord classification through neighbourhood histrograms

Reinhard, Johannes; Stober, Sebastian; Nürnberger, Andreas

In: 2008 International Workshop on Content-Based Multimedia Indexing. - Piscataway, NJ : IEEE Service Center, S. 33-40Kongress: CBMI; 6 (London) : 2008.06.18-20

AUCOMA - adaptive nutzerzentrierte Organisation von Musikarchiven

Stober, Sebastian; Nürnberger, Andreas

In: Fortschritte der Akustik. - Berlin : Dt. Ges. für Akustik, S. 547-548, 2008Kongress: DAGA; 34 (Dresden) : 2008.03.10-13

User modelling for interactive user-adaptive collection structuring

Nürnberger, Andreas; Stober, Sebastian

In: Adaptive multimedial retrieval. - Berlin [u.a.] : Springer, S. 95-108, 2008 - (Lecture notes in computer science; 4918)Kongress: AMR; 5 (Paris) : 2007.07.05-06

Publikationslink

Towards query by singing/humming on audio databases

Duda, Alexander; Nürnberger, Andreas; Stober, Sebastian

In: Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007: Vienne, Austria September 23 - 27, 2007 - Wien . - 2007, S. 331-334Kongress: ISMIR 2007 8 (Vienna : 2007.09.23-27)

SAFIRE - towards standardized semantic rich image annotation

Henschel, Christian; Nürnberger, Andreas; Schmitt, Ingo; Stober, Sebastian

In: Adaptive multimedia retrieval: user, context, and feedback - Berlin: Springer, 2007 . - 2007, S. 12-27 - (Lecture notes in computer science; 4398)

Context-based navigational support in hypermedia

Stober, Sebastian; Nürnberger, Andreas

In: Adaptive hypermedia and adaptive web-based systems: 4th international conference, AH 2006, Dublin, Ireland, June 21 - 23, 2006 ; proceedings / Vincent Wade ... (eds.) - Berlin: Springer, 2006; Ashman, Helen . - 2006, S. 328-332 - (Lecture notes in computer science; 4018)Kongress: AH 4 (Dublin : 2006.06.21-23)

CARSA - an architecture for the development of context adaptive retrieval systems

Bade, Korinna; De Luca, Ernesto William; Nürnberger, Andreas; Stober, Sebastian

In: Adaptive multimedia retrieval: user, context, and feedback: third international workshop, AMR 2005, Glasgow, UK, July 28-29, 2005 ; revised selected papers / Marcin Detyniecki ... (eds.) - Berlin: Springer, 2006; Detyniecki, Marcin . - 2006, S. 91-101 - (Lecture notes in computer science; 3877)Kongress: International Workshop on Adaptive Multimedia Retrieval 3 (Glasgow : 2005.07.28-29)

Publikationslink

DAWN - a system for context-based link recommendation in Web navigation

Stober, Sebastian; Nürnberger, Andreas

In: Knowledge-based intelligent information and engineering systems ; Pt. 1 - Berlin [u.a.]: Springer, 2006 . - 2006, S. 763-770 - (Lecture notes in computer science; 4251; Lecture notes in artificial intelligence)Kongress: KES 10 (Bournemouth : 2006.10.09-11)