Books
2026
Peer-reviewed journal article
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Nürnberger, Andreas; Speck, Oliver
In: Neurocomputing - Amsterdam : Elsevier, Bd. 682 (2026), Artikel 133460, insges. 20 S.
2025
Peer-reviewed journal article
PULASki - learning inter-rater variability using statistical distances to improve probabilistic segmentation
Chatterjee, Soumick; Gaidzik, Franziska; Sciarra, Alessandro; Mattern, Hendrik; Janiga, Gábor; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: Medical image analysis - Amsterdam [u.a.] : Elsevier Science, Bd. 103 (2025), Artikel 103623, insges. 19 S.
MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision
Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, Viet Duc; Memon, Afaque R.; Schlachta, Christopher; Ribaupierre, de Sandrine; Patel, Rajni V.; Eagleson, Roy; Chen, Xiaojun; Mächler, Heinrich; Kirschke, Jan; Rosa, de la Ezequiel; Christ, Patrick Ferdinand; Li, Hongwei Bran; Ellis, David G.; Aizenberg, Michele R.; Gatidis, Sergios; Küstner, Thomas; Shusharina, Nadya; Heller, Nicholas; Andrearczyk, Vincent; Depeursinge, Adrien; Hatt, Mathieu; Sekuboyina, Anjany; Löffler, Maximilian; Liebl, Hans; Dorent, Reuben; Vercauteren, Tom; Shapey, Jonathan; Kujawa, Aaron; Cornelissen, Stefan; Langenhuizen, Patrick; Ben-Hamadou, Achraf; Rekik, Ahmed; Pujades, Sergi; Boyer, Edmond; Bolelli, Federico; Grana, Costantino; Lumetti, Luca; Salehi, Hamidreza; Ma, Jun; Zhang, Yao; Gharleghi, Ramtin; Beier, Susann; Sowmya, Arcot; Garza-Villarreal, Eduardo A.; Balducci, Thania; Angeles-Valdez, Diego; Souza, Roberto; Rittner, Leticia; Frayne, Richard; Ji, Yuanfeng; Ferrari, Vincenzo; Chatterjee, Soumick; Dubost, Florian; Schreiber, Stefanie; Mattern, Hendrik; Speck, Oliver; Haehn, Daniel; John, Christoph; Nürnberger, Andreas; Pedrosa, João; Ferreira, Carlos; Aresta, Guilherme; Cunha, António; Campilho, Aurélio; Suter, Yannick; Garcia, Jose; Lalande, Alain; Vandenbossche, Vicky; Oevelen, van Aline; Duquesne, Kate; Mekhzoum, Hamza; Vandemeulebroucke, Jef; Audenaert, Emmanuel; Krebs, Claudia; Leeuwen, van Timo; Vereecke, Evie; Heidemeyer, Hauke; Röhrig, Rainer; Hölzle, Frank; Badeli, Vahid; Krieger, Kathrin; Gunzer, Matthias; Chen, Jianxu; Meegdenburg, van Timo; Dada, Amin; Balzer, Miriam; Fragemann, Jana; Jonske, Frederic; Rempe, Moritz; Malorodov, Stanislav; Bahnsen, Fin Hendrik; Seibold, Constantin; Jaus, Alexander; Marinov, Zdravko; Jaeger, Paul F.; Stiefelhagen, Rainer; Santos, Ana Sofia; Lindo, Mariana; Ferreira, André; Alves, Victor; Kamp, Michael; Abourayya, Amr; Nensa, Felix; Hörst, Fabian; Brehmer, Alexander; Heine, Lukas; Hanusrichter, Yannik; Weßling, Martin; Dudda, Marcel; Podleska, Lars Erik; Fink, Matthias A.; Keyl, Julius; Tserpes, Konstantinos; Kim, Moon Sung; Elhabian, Shireen; Lamecker, Hans; Zukić, Dženan; Paniagua, Beatriz; Wachinger, Christian; Urschler, Martin; Duong, Luc; Wasserthal, Jakob; Hoyer, Peter F.; Basu, Oliver; Maal, Thomas; Witjes, Max J. H.; Schiele, Gregor; Chang, Ti-Chiun; Ahmadi, Seyed-Ahmad; Luo, Ping; Menze, Bjoern; Reyes, Mauricio; Deserno, Thomas M.; Davatzikos, Christos; Puladi, Behrus; Fua, Pascal; Yuille, Alan L.; Kleesiek, Jens Philipp; Egger, Jan
In: Biomedical engineering - Berlin [u.a.] : de Gruyter, Bd. 70 (2025), Heft 1, S. 71-90, insges. 20 S. [Online veröffentlicht am 30. Dezember 2024; Gesehen am 16.12.2025]
Complex-valued neural networks to speed-up MR thermometry during hyperthermia using Fourier PD and PDUNet
Khatun, Rupali; Chatterjee, Soumick; Bert, Christoph; Wadepohl, Martin; Ott, Oliver Josef; Semrau, Sabine; Fietkau, Rainer; Nürnberger, Andreas; Gaipl, Udo Sebastian; Frey, Benjamin
In: Scientific reports - [London] : Springer Nature, Bd. 15 (2025), Artikel 11765, insges. 18 S.
Efficient deep equilibrium models - denoising regularization and average fixed-point initialization to reduce function evaluations
Perschewski, Jan-Ole; Stober, Sebastian
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 264 (2025), S. 252-261
2024
Peer-reviewed journal article
Deformable 3D/3D CT-to-digital-tomosynthesis image registration in image-guided bronchoscopy interventions
Saad, Fatima; Frysch, Robert; Saalfeld, Sylvia; Kellnberger, Stephan; Schulz, Jessica; Fahrig, Rebecca; Bhadra, Krish; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 171 (2024), Artikel 108199, insges. 13 S.
CT-augmented digital tomosynthesis image reconstruction in image-guided bronchoscopy interventions
Saad, Fatima; Frysch, Robert; Saalfeld, Sylvia; Kellnberger, Stephan; Schulz, Jessica; Fahrig, Rebecca; Bhadra, Krish; Nürnberger, Andreas; Rose, Georg
In: Medical physics - Hoboken, NJ : Wiley, Bd. 52 (2025), Heft 3, S. 1468-1480
Beyond Nyquist - a comparative analysis of 3D deep learning models enhancing MRI resolution
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Ashoka, Anitha Bhat Talagini; Vasudeva, Mayura Gurjar Cheepinahalli; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Tummala, Pavan; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 9, Artikel 207, insges. 34 S.
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 99122-99136
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.
Unveiling peripheral neuropathy and cognitive dysfunction in diabetes - an observational and proof-of-concept study with video games and sensor-equipped insoles
Ming, Antao; Lorek, Elisabeth; Wall, Janina; Schubert, Tanja; Ebert, Nils; Galatzky, Imke; Baum, Anne-Katrin; Glanz, Wenzel; Stober, Sebastian; Mertens, Peter R.
In: Frontiers in endocrinology - Lausanne : Frontiers Research Foundation, Bd. 15 (2024), Artikel 1310152, insges. 13 S.
Game-based assessment of peripheral neuropathy combining sensor-equipped insoles, video games, and AI - proof-of-concept study
Ming, Antao; Clemens, Vera; Lorek, Elisabeth; Wall, Janina; Alhajjar, Ahmad; Galazky, Imke; Baum, Anne-Katrin; Li, Yang; Li, Meng; Stober, Sebastian; Mertens, Nils David; Mertens, Peter R.
In: Journal of medical internet research - Richmond, Va. : Healthcare World, Bd. 26 (2024), Artikel e52323, insges. 18 S.
Video game-based application for fall risk assessment - a proof-of-concept cohort study
Ming, Antao; Schubert, Tanja; Marr, Vanessa; Hötzsch, Jaqueline; Stober, Sebastian; Mertens, Peter R.
In: EClinicalMedicine - Amsterdam : Elsevier, Bd. 78 (2024), Artikel 102947, insges. 16 S.
Essay
Digitalisierung und Maschinelles Lernen in der Gefahrenabwehr
Bade, Korinna
In: Physikalische Grundlagen für die Feuerwehr , 1. Auflage - Stuttgart : W. Kohlhammer GmbH ; Grabski, Reinhard . - 2024, S. 206-217
Unveiling the Anatomy of Adversarial Attacks - Concept-Based XAI Dissection of CNNs
Mikriukov, Georgii; Schwalbe, Gesina; Motzkus, Franz; Bade, Korinna
In: Explainable Artificial Intelligence / Longo , Luca ; Longo, Luca . - 2024, S. 92-116, 1 Online-Ressource (25 Seiten)
2023
Abstract
Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss
Chatterjee, Soumick; Varma Chintalapati, Karthikesh; Radhakrishna, Chethan; Ram Kumar, Sri Chandana Hudukula; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 3769 [Meeting: ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, 03-08 June 2023]
Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space
Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 4955
Exploiting the inter-rater disagreement to improve probabilistic segmentation
Chatterjee, Soumick; Gaidzik, Franziska; Sciarra, Alessendro; Mattern, Hendrik; Gabor, Janiga; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 0810
Essay
Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation Processes
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: Deep Learning Theory and Applications , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Conte, Donatello, S. 434-455
Supporting the Exploration and Analysis of Public Participation Process Data with Rankings and Clusterings
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: NWK 2023 - Tagungsband zur 23. Nachwuchswissenschaftler*innenkonferenz , 2023 - Wernigerode : Hochsch. Harz ; Stolzenburg, Frieder, S. 317-324, 1 Online-Ressource (7 Seiten)
Automatisiertes Bewerten bei der praktischen Vermittlung von Methoden des Maschinellen Lernens
Holstein, Katharina; Kozaeva, Nata; Bade, Korinna
In: Automatische Bewertung von Programmieraufgaben / Workshop "Automatische Bewertung von Programmieraufgaben" , 2023 - Aachen, Germany : RWTH Aachen ; Strickroth, Sven, S. 75-82
Peer-reviewed journal article
Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljić, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vjtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 154 (2023), Artikel 106539
Global brain network modularity dynamics after local optic nerve damage following noninvasive brain stimulation - an EEG-tracking study
Wu, Zheng; Xu, Jiahua; Nürnberger, Andreas; Sabel, Bernhard A.
In: Cerebral cortex - Oxford : Oxford Univ. Press, Bd. 33 (2023), Heft 8, S. 4729-4739
Morpheme-based neural machine translation models for low-resource fusion languages
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas
In: ACM transactions on Asian and low-resource language information processing / Association for Computing Machinery - New York, NY : ACM, Bd. 22 (2023), Heft 9, Artikel 231, insges. 13 S.
Editorial Special Section on Featured Research From the 2nd International Conference on Human-Machine Systems
Kaber, David B.; Nürnberger, Andreas; Fortino, Giancarlo; Mendonça, David
In: IEEE transactions on human-machine systems / Institute of Electrical and Electronics Engineers - [New York, NY] : IEEE, Bd. 53 (2023), Heft 4, S. 653-656
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Neural networks - Amsterdam : Elsevier, Bd. 166 (2023), S. 704-721
MICDIR - multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
Chatterjee, Soumick; Bajaj, Himanshi; Siddiquee, Istiyak H.; Subbarayappa, Nandish Bandi; Simon, Steve; Shashidhar, Suraj Bangalore; Speck, Oliver; Nürnberger, Andreas
In: Computerized medical imaging and graphics - Amsterdam [u.a.] : Elsevier Science, Bd. 108 (2023), Artikel 102267
CHIASM-Net - artificial intelligence-based direct identification of chiasmal abnormalities in albinism
Puzniak, Robert Jerzy; Prabhakaran, Gokulraj; McLean, Rebecca J.; Stober, Sebastian; Ather, Sarim; Proudlock, Frank A.; Gottlob, Irene; Dineen, Robert A.; Hoffmann, Michael
In: Investigative ophthalmology & visual science - Rockville, Md. : ARVO, Bd. 64 (2023), Heft 13, Artikel 14, insges. 9 S.
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 [Konferenz: INTERSPEECH 2023, Dublin, Ireland, 20-24 August 2023]
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.
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
Editor
Handbook of human-machine systems
Fortino, Giancarlo; Kaber, David; Nürnberger, Andreas
In: Wiley, 2023, 1 Online-Ressource (544 Seiten), ISBN: 978-1-119-86366-3
Monograph
Information search behavior profiles - analysis of search activities & behavior driven ranking
Schwerdt, Johannes; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xv, 212 Seiten, 4,85 MB)
2022
Abstract
Improvement of magnetic resonance (MR) imaging-based temperature-controlled hyperthermia by reconstructing highly undersampled MR acquisition
Khatun, Rupali; Chatterjee, Soumick; Hader, Michael; Schmidt, Manfred; Bert, Christoph; Wadepohl, M.; Fietkau, Rainer; Ott, Oliver; Nürnberger, Andreas; Gaipl, Udo; Frey, Benjamin
In: 34th Annual Meeting European Society for Hyperthermic Oncology - ESHO . - 2022, S. 73-74, Artikel L72 [Meeting: 34th Annual Meeting European Society for Hyperthermic Oncology, Gothenburg, Sweden, 14-17 September 2022]
Deep learning of brain spacetime to predict outcome of vision restoration therapy using non-invasive brain stimulation
Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: FENS Forum - FENS . - 2022, Artikel S04-576 [Forum: FENS Forum 2022, Paris, France, 09-13.07.2022]
Peer-reviewed journal article
DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Sarasaen, Chompunuch; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 8 (2022), Heft 10, Artikel 259, insges. 22 S.
ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 143 (2022), Artikel 105321
Adaptive and maladaptive brain functional network reorganization after stroke in hemianopia patients - an electroencephalogram-tracking study
Xu, Jiahua; Schoenfeld, Mircea Ariel; Rossini, Paolo Maria; Tatlisumak, Turgut; Nürnberger, Andreas; Antal, Andrea; He, Huiguang; Gao, Ying; Sabel, Bernhard A.
In: Brain Connectivity - New Rochelle, NY : Liebert, Bd. 12 (2022), Heft 8, S. 725-739
StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 149 (2022), Artikel 106093
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 12 (2022), Artikel 1505, insges. 11 S.
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Nagaraja Rao, Rajatha; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: Applied Sciences - Basel : MDPI, Bd. 12 (2022), Heft 4, Artikel 1834, insges. 20 S.
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), Artikel 148, insges. 11 S.
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
Editor
Algorithmen und Autonomie - interdisziplinäre Perspektiven auf das Verhältnis von Selbstbestimmung und Datenpraktiken
Verständig, Dan; Kast, Christina; Stricker, Janne; Nürnberger, Andreas
In: Toronto: Verlag Barbara Budrich, 2022, 1 Online-Ressource, ISBN: 978-3-8474-2520-5
Monograph article
Automatic reading detection during online search sessions
Schwerdt, Johannes; Nürnberger, Andreas
In: Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization - New York, NY, United States : Association for Computing Machinery . - 2022, S. 13-17
2021
Abstract
DdoS - dynamic dual-channel U-Net for improving deep learning based super-resolution of abdominal dynamic MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magnetic resonance materials in physics, biology and medicine - Heidelberg : Springer, Bd. 34 (2021), Heft Suppl. 1, S. S44, Artikel S6.O3 [Meeting: 38th Annual Scientific Meeting, ESMRMB 2021, Online, 7-9 October 2021]
Adjusting the acquisition parameters of spherical ellipse tomosynthesis scan orbit for guiding interventional bronchoscopy
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Nürnberger, Andreas; Lauritsch, Guenter; Rose, Georg
In: 5th Conference on Image-Guided Interventions (IGIC) , 2021 - Magdeburg : [Otto-von-Guericke University Magdeburg] ; Hansen, Christian *1980-*, S. 9-10 [Konferenz: 5th Conference on Image-Guided Interventions, IGIC 2021, Magdeburg, 13-14 October 2021]
Peer-reviewed journal article
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 121 (2021), Artikel 102196
Leakage localization in district heating networks based on real network and measurement data
Vahldiek, Kai; Koltermann, Julia; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Michels, Kai; Klawonn, Frank
In: Energy reports - Amsterdam [u.a.] : Elsevier, Bd. 7 (2021), S. 508-516 [Symposium: 17th International Symposium on District Heating and Cooling, DHC2021, Nottingham, UK, 6-9 September 2021]
Predicting visual search task success from eye gaze data as a basis for user-adaptive information visualization systems
Spiller, Moritz; Liu, Ying-Hsang; Hossain, Md Zakir; Gedeon, Tom; Koltermann, Julia; Nürnberger, Andreas
In: ACM transactions on interactive intelligent systems / Association for Computing Machinery - New York, NY : ACM, Bd. 11 (2021), Heft 2, Artikel 14, insges. 25 S.
Reorganization of brain functional connectivity network and vision restoration following combined tACS-tDCS treatment after occipital stroke
Xu, Jiahua; Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: Frontiers in neurology - Lausanne : Frontiers Research Foundation, Bd. 12 (2021), Artikel 729703, insges. 20 S.
Predicting brain electrical stimulation outcome in stroke by clinical-inspired hybrid graph convolutional autoencoder
Xu, Jiahua; Zheng, Wu; Nürnberger, Andreas; Sabel, Bernhard A.
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 3 S. [Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021]
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Bozdağı Akar, Gözde; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper
In: Medical image analysis - Amsterdam [u.a.] : Elsevier Science - Volume 69(2021), article 101950
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.
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
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), Heft 1, S. 805-810
Monograph article
An explorative tool for mutation tracking in the spike glycoprotein of SARS-CoV-2
Schwerdt, Johannes; Tersteegen, Aljoscha; Marquardt, Pauline; Kaasch, Achim; Nürnberger, Andreas
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 6 S.
Fact-finding or exploration - characterizing reading strategies in user’s search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 6 S.
Essay
Das Interesse von Mädchen an MINT stärken mithilfe der intoMINT-App - Ergebnisse der genderwissenschaftlichen Begleitung
Scheidat, Tobias; Marschik, Grit; Böhnke, Stephanie; Pippirs, Lisa; Bade, Korinna
In: DELFI 2021 , 2021 - Bonn : Gesellschaft für Informatik e. V. (GI) ; Kienle, Andrea *1972-*: Köthen: Hochschule Anhalt, Bd. 316 (2021), S. 363-364, 1 Online-Ressource (2 Seiten)
Die intoMINT-App - MINT-Interessensförderung für junge Frauen ab Klasse 8
Bade, Korinna; Marschik, Grit; Scheidat, Tobias; Böhnke, Stephanie
In: e-learning and education - Hagen : FernUniversität in Hagen, Bd. 14 (2021), 1 Online-Ressource
Make up your MINT - Multimediale Popup-Lernlabore
Bade, Korinna; Böhnke, Stephanie; Hirschel, Andrea
In: Informatik 2021 - computer science & sustainability : 27. September-1. Oktober 2021, Berlin / Gesellschaft für Informatik , 2021 - Berlin : Gesellschaft für Informatik e.V.: Köthen: Hochschule Anhalt, S. 1669-1672, 1 Online-Ressource (4 Seiten)
Die intoMINT App als Einstieg in die Informatik
Bade, Korinna; Böhnke, Stefanie; Marschik, Grit; Scheidat, Tobias
In: Informatik 2021 - computer science & sustainability : 27. September-1. Oktober 2021, Berlin / Gesellschaft für Informatik , 2021 - Berlin : Gesellschaft für Informatik e.V., S. 1665-1668
Editor
Das Interesse von Mädchen an MINT stärken mithilfe der intoMINT-App - Ergebnisse der genderwissenschaftlichen Begleitung : Langversion des Papers auf der DELFI 2021
Scheidat, Tobias; Marschik, Grit; Böhnke, Stephanie; Pippirs, Lisa; Bade, Korinna
In: DELFI 2021 , 2021 - Bonn : Gesellschaft für Informatik e. V. (GI) ; Kienle, Andrea *1972-*: [Köthen]: [Hochschule Anhalt], 1 Online-Ressource (8 Seiten, 1,37 MB)
Make Up Your MINT - Multimediale Pop-Up-Lernlabore ; Langversion des Papers auf der INFORMATIK 2021
Bade, Korinna; Böhnke, Stephanie; Hirschel, Andrea
In: Informatik 2021 - computer science & sustainability : 27. September-1. Oktober 2021, Berlin / Gesellschaft für Informatik , 2021 - Berlin : Gesellschaft für Informatik e.V.: Köthen: Hochschule Anhalt, Fachbereich Informatik und Sprachen, 1 Online-Ressource (13 Seiten, 0,54 MB)
Lessons learned - Erfahrungen aus drei Jahren Gleichstellungsarbeit im Projekt Make up you MINT$dAbschlussbericht
Bade, Korinna; Hirschel, Andrea
In: Köthen: Hochschule Anhalt, Fachbereich Informatik und Sprachen, 2021, 1 Online-Ressource (86 Seiten, 10,64 MB), ISBN: 978-3-96057-124-7
2020
Abstract
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors
Pierl, Dennis; Vahldiek, Kai; Koltermann, Julia; Rüger, Bernd; Michels, Kai; Klawonn, Frank; Nürnberger, Andreas
In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - 2020, paper TuBT11.4
Editor
Mensch und Computer 2020 - Tagungsband
Alt, Florian; Schneegans, Stefan; Honecker, Eva; Preim, Bernhard; Nürnberger, Andreas; Hansen, Christian
In: New York, New York: The Association for Computing Machinery, Inc., 2020, 1 Online-Ressource, ISBN: 978-1-4503-7540-5 Kongress: MuC Magdeburg 2020.09.06-09
Peer-reviewed journal article
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
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
2019
Abstract
Comparison of optimization methods for few view CT using deep learning
Ernst, Philipp; Nürnberger, Andreas; Rose, Georg
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019, insges. 2 S. [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Comparison between the usage of same and different variable density undersampling patterns for Deep Learning based MRI Reconstruction
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019 [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Knowledge transfer in coupled predictive coding networks
Ofner, André; Stober, Sebastian
In: Bernstein Conference , 2019 - [Freiburg] ; Sprekeler, Henning, S. 81 [Konferenz: Bernstein Conference 2019, Berlin, September 17-20, 2019]
Monograph article
Fact-finding or exploration - identifying latent behavior clusters in user’s search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) / IEEE International Conference on Systems, Man, and Cybernetics , 2019 - [Piscataway, NJ] : IEEE, S. 1465-1471
Essay
Assessment user interface: Supporting the decision-making process in participatory processes
Schütz, Lars; Bade, Korinna
In: ICEIS 2019 , 2019 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda., Bd. 2 (2019), S. 398-409
Die intoMINT-App: Spielerisch für MINT begeistern und Berufsbilder vermitteln
Bade, Korinna
In: DeLFI 2019 - Bonn : Gesellschaft für Informatik, Bd. P-297 (2019), S. 285-286
Peer-reviewed journal article
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
2018
Monograph article
The effect of motivational goals on information search for tasks of varying complexity levels
Kotzyba, Michael; Schwerdt, Johannes; Gossen, Tatiana; Krippl, Martin; Nürnberger, Andreas
In: SMC 2018 / IEEE International Conference on Systems, Man, and Cybernetics , 2018 - Piscataway, NJ : IEEE ; Hata, Yutaka, S. 2602-2607
Editor
partiMAN - der Partizipationsmanager zur kollaborativen Entscheidungsfindung - Schlussbericht im Rahmen des Programms FHprofUnt - Forschung an Fachhochschulen mit Unternehmen (Förderrunde 2014) : Förderzeitraum: 01.11.2014-28.02.2018
Bade, Korinna; Schütz, Lars
In: [Köthen]: Hochschule Anhalt, 2018, 1 Online-Ressource (52 Seiten, 1,90 MB)
2017
Article in journal
Inferring user's search activity using interaction logs and gaze data
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: 2017 International Conference on Companion Technology (ICCT) - [Piscataway, NJ] : IEEE ; International Conference on Companion Technology (2.:2017)
Peer-reviewed journal article
Search engine for children - user-centered design
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Datenbank-Spektrum - Berlin : Springer, Bd. 17 (2017), Heft 1, S. 61-67
Using Visual Analytics for Decision Making
Schütz, Lars; Bade, Korinna; Raabe, Susanne; Pietsch, Matthias
In: DLA' 17, 18th International Conference on Digital Landscape Architecture, 07-10 June 2017, Bernburg (Saale), Germany, Anhalt University/ DLA - Berlin: Wichmann, 2017, Bd. 2 (2017), S. 94-101
Intelligente Analyse von Beteiligungsdaten im Projekt partiMAN
Schütz, Lars; Raabe, Susanne; Pietsch, Matthias; Bade, Korinna; Nürnberger, Andreas; Richter, Andreas
In: Technologische Trends im Spannungsfeld von Beteiligung - Entscheidung - Planung: Fachforum Digitales Planen und Gestalten 2017 : Tagungsband/ Fachforum Digitales Planen und Gestalten - Aachen: Shaker Verlag, 2017 . - 2017, S. 19-28
Editor
Frontiers in Computational Intelligence
Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian
In: [s.l.]: Springer International Publishing AG 2018, Online-Ressource (IX, 143 p. 43 illus., 32 illus. in color, online resource) - (Studies in Computational Intelligence; 739; SpringerLink; Bücher), ISBN: 978-3-319-67789-7
Frontiers in Computational Intelligence
Mostaghim, Sanaz; Nürnberger, Andreas; Borgelt, Christian
In: [s.l.] Springer International Publishing AG 2018, 2017, 1 Online-Ressource - (Studies in computational intelligence; 739)
Technologische Trends im Spannungsfeld von Beteiligung – Entscheidung – Planung - Fachforum DIGITALES PLANEN und GESTALTEN 2017, Tagungsband
Bade, Korinna; Pietsch, Matthias; Raabe, Susanne; Schütz, Lars
In: Aachen: Shaker Verlag, 2017, XI, 114 Seiten, ISBN: 3-8440-5439-1, 9783844054392 Kongress: Fachforum Digitales Planen und Gestalten Anhalt 2017
Monograph article
Exploration or fact-finding - inferring user's search activity just in time
Kotzyba, Michael; Gossen, Tatjana; Schwerdt, Johannes; Nürnberger, Andreas
In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval - New York, NY : ACM, Association for Computing Machinery ; Nordlie, Ragnar, S. 87-96
2016
Essay
Interaction with interconnected data in participatory processes
Schütz, Lars; Helbig, Dirk; Bade, Korinna; Pietsch, Matthias; Nürnberger, Andreas; Richter, Andreas
In: REAL CORP 2016 - Wien : CORP - Competence Center of Urban and Regional Planning, S. 401-410
Online-Beteiligung in Entscheidungs- und Planungsprozessen - Anforderungen aus der Praxis
Helbig, Dirk; Pietsch, Matthias; Schütz, Lars; Bade, Korinna; Richter, Andreas; Nürnberger, Andreas
In: AGIT - Berlin : VDE Verlag, Bd. 2 (2016), S. 508-517
Online-Beteiligung in Entscheidungs- und Planungsprozessen - Anforderungen aus der Praxis
Helbig, D.; Pietsch, Matthias; Schütz, L.; Bade, Korinna; Richer, A.
In: agit_2016 - open:spatial:interfaces / AGIT-Symposium , 2016 - Berlin : Wichmann, eine Marke der VDE Verlag GmbH, S. 508-517
2015
Peer-reviewed journal article
Introduction to the focussed issue on Semantic Digital Archives
Risse, Thomas; Predoiu, Livia; Mitschick, Annett; Nürnberger, Andreas; Ross, Seamus
In: International journal on digital libraries - Berlin : Springer, Bd. 15 (2015), Heft 2, S. 71-72
Anforderungen und Verhalten junger Nutzer bei der Informationssuche - ein Überblick
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Information - Wissenschaft und Praxis - Frankfurt, Main : DGI, Bd. 66 (2015), Heft 1, S. 57-64
Exploratory voice-controlled search for young users - Challenges & Potential Benefits
Kotzyba, Michael; Siegert, Ingo; Gossen, Tatiana; Wendemuth, Andreas; Nürnberger, Andreas
In: Kognitive Systeme - Duisburg : DuEPublico, Duisburg-Essen Publication Online, Universität Duisburg-Essen . - 2015, Heft 1, insges. 10 S.
Editor
Proceedings of the 5th International Workshop on Semantic Digital Archives (SDA 2015) - held as part of the 19th International Conference on Theory and Practice of Digital Libraries (TPDL 2015) : September 18, 2015 in Poznan, Poland
Risse, Thomas; Predoiu, Livia; Nürnberger, Andreas; Ross, Seamus
In: Aachen: RWTH Aachen, 2015, 1 Online-Ressource - (CEUR workshop proceedings; vol-1529) Kongress: International Conference on Theory and Practice of Digital Libraries (TPDL) 19 Poznan, Poland 2015.09.14-18
2014
Essay
Hierarchical constraints
Bade, Korinna; Nürnberger, Andreas
In: Machine learning - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 94 (2014), Heft 3, S. 371-399
Peer-reviewed journal article
The architecture and datasets of docear's research paper recommender system
Beel, Joeran; Langer, Stefan; Gipp, Bela; Nürnberger, Andreas
In: D-lib magazine - [Erscheinungsort nicht ermittelbar] : Corp., Bd. 20 (2014), Heft 11/12
Editor
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
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, 291 p. 98 illus, online resource) - (Lecture Notes in Computer Science; 8382; SpringerLink; Bücher), ISBN: 978-3-319-12093-5 Kongress: International Workshop on Adaptive Multimedia Retrieval 10 Copenhagen 2012.10.24-25[Literaturangaben]
Proceedings of the 4th International Workshop on Semantic Digital Archives (SDA 2014) - held as part of the International Digital Libraries Conference (DL2014), September 12, 2014 in London, UK
Risse, Thomas; Predoiu, Livia; Nürnberger, Andreas; Ross, Seamus
In: Aachen, Germany: RWTH Aachen, 2014, 1 Online Ressource (PDF-Datei: VIII, 60 Seiten, 6,66 MB), Illustrationen - (CEUR workshop proceedings; vol-1306)Kongress: International Workshop on Semantic Digital Archives 4 (London : 2014.09.12)
2013
Peer-reviewed journal article
Find it if you can - usability case study of search engines for young users
Gossen, Tatiana; Hempel, Julia; Nürnberger, Andreas
In: Personal and ubiquitous computing - London: Springer, Bd. 17 (2013), 8, S. 1593-1603
Specifics of information retrieval for young users - a survey
Gossen, Tatiana; Nürnberger, Andreas
In: Information processing & management - Amsterdam [u.a.]: Elsevier Science, Bd. 49 (2013), 4, S. 739-756
Graph clusterings with overlaps - adapted quality indices and a generation model
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Neurocomputing - Amsterdam : Elsevier, Bd. 123 (2013), S. 13-22
Editor
Proceedings of the 3rd International Workshop on Semantic Digital Archives - held in conjunction with the 17th Int. Conference on Theory and Practice of Digital Libraries (TPDL) on September 26, 2013 in Valetta, Malta
Predoiu, Livia; Mitschick, Annett; Nürnberger, Andreas; Risse, Thomas; Ross, Seamus
In: Aachen, Germany: RWTH Aachen, 2013, 1 Online-Ressource (ix, 111 Seiten) - (CEUR workshop proceedings; vol-1091) Kongress: International Conference on Theory and Practice of Digital Libraries (TPDL) 17 Valetta, Malta 2013.09.22-26
Computational Intelligence in Intelligent Data Analysis
Moewes, Christian; Nürnberger, Andreas
In: Berlin, Heidelberg: Springer, 2013, Online-Ressource - (Studies in Computational Intelligence; 445), ISBN: 978-3-642-32378-2 [Includes bibliographical references and author index]
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)
Essay
Data set analysis of electric power consumption
Beliaeva, Nataliia; Petrochenkov, Anton; Bade, Korinna
In: European researcher - Sochi : [Verlag nicht ermittelbar], Bd. 61 (2013), Heft 10/2, S. 2482-2487
2012
Essay
An ergonomic user interface supporting information search and organization on a mobile device
Nitsche, Marcus; Nürnberger, Andreas; Bade, Korinna
In: Personal information management in a socially networked world . - 2012, insges. 4 S.
Effective data mining support for personal information management
Bade, Korinna; Nitsche, Marcus; Nürnberger, Andreas
In: Personal information management in a socially networked world . - 2012, insges. 4 S.
Peer-reviewed journal article
Overview of prior-art cross-lingual information retrieval approaches
Saad, Farag; Nürnberger, Andreas
In: World patent information. - Amsterdam [u.a.] : Elsevier, Bd. 34.2012, 4, S. 304-314
Adaptive music retrieval - a state of the art
Stober, Sebastian; Nürnberger, Andreas
In: Multimedia tools and applications - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 65 (2013), Heft 3, S. 467-494
Search user interface design for children - challenges and solutions
Gossen, Tatiana; Nitsche, Marcus; Nürnberger, Andreas
In: EuroHCIR 2012, S. 59-62Kongress: EuroHCIR 2012; 2 (Nijmegen, The Netherlands) : 2012.08.25
Editor
Computational intelligence in intelligent data analysis
Möwes, Christian; Moewes, Christian; Nürnberger, Andreas
In: Heidelberg: Springer, 2013, IX, 304 S. - (Studies in computational intelligence; 445), ISBN: 978-3-642-32377-5 [Literaturangaben]
Proceedings of the 2nd International Workshop on Semantic Digital Archives (SDA 2012)
Mitschick, Annett; Loizides, Fernando; Predoiu, Livia; Nürnberger, Andreas; Ross, Seamus
In: CEUR Workshop Proceedings
LWA 2011 - Otto-von-Guericke-Universität Magdeburg, 28. - 30. September 2011 - technical report ; report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM
Spiliopoulou, Myra; Nürnberger, Andreas; Schult, Rene
In: Magdeburg: Univ., 2011; Online-Ressource (PDF-Datei: 324 S.)Kongress: LWA; (Magdeburg) : 2011.09.28-30
2011
Editor
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), ISBN: 978-3-642-27169-4 Kongress: International Workshop on Adaptive Multimedia Retrieval 8 Linz 2010.08.17-18[Literaturangaben]
Semantic digital archives - proceedings of the 1st international workshop on semantic digital archives, Berlin, Germany, September 29, 2011
Predoiu, Livia; Hennicke, Steffen; Nürnberger, Andreas; Mitschick, Annett; Ross, Seamus
In: 2011, 158 S. [Online-Ausg.] - (CEUR workshop proceedings; 801)Kongress: International Workshop on Semantic Digital Archives 1 (Berlin, Germany : 2011.09.29)
Proceedings of the 1st International Workshop on Semantic Digital Archives (SDA 2011)
Predoiu, Livia; Hennicke, Steffen; Nürnberger, Andreas; Mitschick, Annett; Ross, Seamus
In: CEUR Workshop Proceedings
Adaptive multimedia retrieval - understanding media and adapting to the user ; 7th international workshop, AMR 2009, Madrid, Spain, September 24-25, 2009 ; revised selected papers
Detyniecki, Marcin; García-Serrano, Ana; Nürnberger, Andreas
In: Heidelberg [u.a.]: Springer, 2011, X, 158 Seiten - (Lecture notes in computer science; 6535), ISBN: 3-642-18448-0 Kongress: International Workshop on Adaptive Multimedia Retrieval 7 Madrid 2009.09.24-25[Literaturangaben]
2010
Editor
ACNE 2010 - Workshop on Analysis of Complex Networks at ECML PKDD 2010 ; September 20, 2010, Barcelona, Spain
Berlingerio, Michele; Bringmann, Björn; Nürnberger, Andreas
In: Barcelonia, 2010; Online-RessourceKongress: Workshop on Analysis of Complex Networks; (Barcelona, Spain) : 2010.09.20ACNE 2010; (Barcelona, Spain) : 2010.09.20
Adaptive multimedia retrieval - identifying, summarizing, and recommending image and music : 6th International Workshop, AMR 2008, Berlin, Germany, June 26-27, 2008 ; revised selected papers
Detyniecki, Marcin; Leiner, Ulrich; Nürnberger, Andreas
In: Lecture notes in computer science; 5811; AbstractKongress: International Workshop AMR; 6 (Berlin) : 2008.06.26-27
Adaptive multimedia retrieval - identifying, summarizing, and recommending image and music : 6th international workshop, AMR 2008, Berlin, Germany, June 26-27, 2008 ; revised selected papers
Detyniecki, Marcin; Leiner, Ulrich; Nürnberger, Andreas
In: Heidelberg [u.a.]: Springer, 2010, X, 183 Seiten - (Lecture notes in computer science; 5811), ISBN: 3-642-14757-7 Kongress: International Workshop on Adaptive Multimedia Retrieval 6 Berlin 2008.06.26-27[Literaturangaben]
2009
Essay
Supporting folk-song research by automatic metric learning and ranking
Bade, Korinna; Nürnberger, Andreas; Stober, Sebastian; Garbers, Jörg; Wiering, Frans
In: ISMIR 2009 - Montreal, S. 741-746 Kongress: ISMIR 2009 10 Kobe, Japan 2009.10.26-30
Everything in its right place? - learning a user's view of a music collection
Bade, Korinna; Nürnberger, Andreas; Stober, Sebastian
In: Proceedings ; Vol. 1 - Berlin : DEGA . - 2009, S. 344-347 Kongress: NAG/DAGA Rotterdam 2009.03.23-26
Evaluation strategies for learning algorithms of hierarchies
Bade, Korinna; Benz, Dominik
In: Advances in data analysis, data handling and business intelligence - Berlin [u.a.] : Springer . - 2009, S. 83-92 - (Studies in Classification, Data Analysis and Knowledge Organization) Kongress: Annual Conference of the Gesellschaft für Klassifikation 32 Hamburg 2008.07.16-18
Peer-reviewed journal article
Combining lexical resources with the vector space model for semantic retrieval
De Luca, Ernesto William; Nürnberger, Andreas
In: Natural language engineering - Cambridge : Cambridge University Press, Bd. 19 (2019)
Editor
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]
Workshop on Explorative Analytics of Information Networks at ECML PKDD 2009, EIN 2009 - September 11, 2009 Bled, Slovenia ; [proceedings]
Nürnberger, Andreas; Berthold, Michael R.; Kötter, Tobias; Thiel, Kilian
In: Bled, 2009; Online-RessourceKongress: EIN 2009; 1 (Bled, Slovenia) : 2009.09.11
Personalized hierarchical structuring
Bade, Korinna
In: Göttingen: Sierke, Zugl.: Magdeburg, Univ., Fak. für Informatik, Diss., 2009, XVI, 179 S. - (Reihe Informatik; 9), ISBN: 978-3-86844-178-9
2008
Essay
Creating a cluster hierarchy under constraints of a partially known hierarchy
Bade, Korinna; Nürnberger, Andreas
In: Proceedings of the Eighth SIAM International Conference on Data Mining - Philadelphia, Pa. : Soc. for Industrial and Applied Mathematics . - 2008, S. 13-24 Kongress: SIAM International Conference on Data Mining 8 Atlanta 2008.04.24-26
Labeling clusters - tagging resources
Bade, Korinna; Nürnberger, Andreas
In: LWA 2008 - Workshop-Woche: Lernen, Wissen & Adaptivität, Würzburg, 6.-8. Oktober 2008 - Würzburg, S. 8-11 Kongress: LWA 2008 Würzburg 2008.10.06-08
Collection browsing through automatic hierarchical tagging
Bade, Korinna; Hermkes, Marcel
In: Adaptive hypermedia and adaptive web-based systems - Berlin : Springer ; Nejdl, Wolfgang *1960-* . - 2008, S. 263-266 - (Lecture notes in computer science; 5149)
Editor
Adaptive multimedial retrieval - retrieval, user, and semantics ; 5th international workshop, AMR 2007, Paris, France, July 5-6, 2007 ; revised selected papers
Boujemaa, Nozha; Detyniecki, Marcin; Nürnberger, Andreas
In: Heidelberg [u.a.]: Springer, 2008, XI, 264 S. - (Lecture notes in computer science; 4918), ISBN: 3-540-79859-5 Kongress: International Workshop on Adaptive Multimedia Retrieval 5 Paris 2007.07.05-06[Literaturangaben]
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)
Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft - AFN-Symposium und Jahrestagung 2008 ; Tagungsband, 26. Februar 2008, CUTEC-Institut GmbH, Clausthal-Zellerfeld
Nissen, Volker; Strackeljan, Jens; Nürnberger, Andreas
In: Clausthal-Zellerfeld: Papierflieger, 2008, 84 S., ISBN: 978-3-89720-947-3 Kongress: Jahrestagung. Arbeitsgemeinschaft Fuzzy-Logik und Softcomputing Norddeutschland Clausthal-Zellerfeld 2008.02.26[Enth. 5 Beitr. - Literaturangaben]
2007
Essay
User oriented hierarchical information organization and retrieval
Bade, Korinna; Hermkes, Marcel; Nürnberger, Andreas
In: Machine learning: ECML 2007 - Berlin [u.a.] : Springer, S. 518-526 - (Lecture notes in computer science; 4701; Lecture notes in artificial intelligence)
Constraint based hierarchical clustering for text documents
Bade, Korinna; Nürnberger, Andreas
In: LWA 2007 - Lernen, Wissen, Adaption, Halle, September 2007 ; Workshop Proceedings , 2007 - Halle : Martin-Luther-Univ. Halle-Wittenberg, Inst. for Informatics, Databases and Information Systems, S. 34-35 Kongress: Lernen, Wissen, Adaptivität Halle 2007.09
Rearranging classified items in hierarchies using categorization uncertainty
Bade, Korinna; Nürnberger, Andreas
In: Advances in data analysis - Berlin [u.a.] : Springer . - 2007, S. 125-132 Kongress: Annual conference of the Gesellschaft für Klassifikation e.V. 30
Editor
Adaptive multimedia retrieval: user, context, and feedback - 4th international workshop, AMR 2006, Geneva, Switzerland, July, 27 - 28, 2006 ; revised selected papers
Marchand-Maillet, Stéphane; Bruno, Eric; Nürnberger, Andreas
In: Heidelberg [u.a.]: Springer, 2007, XI, 268 S. - (Lecture notes in computer science; 4398), ISBN: 978-3-540-71544-3 Kongress: International Workshop on Adaptive Multimedia Retrieval 4 (Geneva) ; 2006.07.27-28[Literaturangaben]
Network analysis in natural sciences and engineering
Hoche, Susanne; Nürnberger, Andreas; Flach, Peter
In: 2007, S. 229-313
Adaptive multimedia retrieval: user, context, and feedback - 4th international workshop, AMR 2006, Geneva, Switzerland, July, 27 - 28, 2006 ; revised selected papers
Marchand-Maillet, Stéphane; Bruno, Eric; Nürnberger, Andreas
In: Heidelberg [u.a.]: Springer, 2007, XI, 268 S., Ill., graph. Darst., 235 mm x 155 mm - (Lecture notes in computer science; 4398)Kongress: AMR 2006 4 (Geneva) ; 2006.07.27-28
2006
Essay
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 - Berlin : Springer ; 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
Hierarchical classification by expected utility maximization
Bade, Korinna; Hüllermeier, Eyke; Nürnberger, Andreas
In: Proceedings - Los Alamitos, Calif. [u.a.] : IEEE Computer Society . - 2006, insges. 1 S.
Personalized hierarchical clustering
Bade, Korinna; Nürnberger, Andreas
In: Proceedings - Los Alamitos, Calif. [u.a.] : IEEE Computer Society . - 2006, S. 181-187 Kongress: WI-IAT Hong Kong 2006.12.18-22
Personalized structuring of retrieved items
Bade, Korinna; Nürnberger, Andreas
In: Personal information management: now that we're talking, what are we learning? - Seattle : Univ. of Washington . - 2006, S. 56-59 Kongress: SIGIR Seattle 29
Editor
From data and information analysis to knowledge engineering - proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables
Spiliopoulou, Myra; Kruse, Rudolf; Borgelt, Christian; Nürnberger, Andreas; Gaul, Wolfgang
In: Berlin [u.a.]: Springer, 2006, XIX, 761 S. - (Studies in classification, data analysis, and knowledge organization), ISBN: 978-3-540-31313-7 Kongress: Annual conference of the Gesellschaft für Klassifikation e.V. 29 Magdeburg 2005.03.09-11[Parallel als Online-Ausg. erschienen]
Adaptive multimedia retrieval: user, context, and feedback - third international workshop, AMR 2005, Glasgow, UK, July 28-29, 2005 ; revised selected papers
Detyniecki, Marcin; Jose, Joemon M.; Nürnberger, Andreas; Rijsbergen, van Cornelis J.
In: Heidelberg [u.a.]: Springer, 2006, XI, 278 S. - (Lecture notes in computer science; 3877), ISBN: 978-3-540-32174-3 Kongress: International Workshop on Adaptive Multimedia Retrieval 3 Glasgow 2005.07.28-29
Learning the semantics of audio signals - proceedings of the first international workshop, LSAS 2006, Athens, Greece, December 6, 2006 ; [part of SAMT, 2006, International Conference on Semantic and Digital Media Technologies]
Cano, Pedro; Nürnberger, Andreas
In: Magdeburg: Otto-von-Guericke-Universität, 2006, 119 Seiten, Ill., graph. Darst., 24 cmKongress: International Workshop: Learning the Semantics of Audio Signals 1 (Athens : 2006.12.06)
FSCS 2006 - Symposium on Fuzzy Systems in Computer Science 2006, Otto-von-Guericke-Universität Magdeburg, Germany, September 27th and 28th, 2006 ; [proceedings]
Hüllermeier, Eyke; Kruse, Rudolf; Nürnberger, Andreas; Strackeljan, Jens
In: Magdeburg, 2006, VIII, 148 S Kongress: FSCS 2006 Magdeburg 2006.09.27-28[Literaturangaben]
From data and information analysis to knowledge engineering - proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables
Spiliopoulou, Myra; Kruse, Rudolf; Borgelt, Christian; Nürnberger, Andreas; Gaul, Wolfgang
In: Berlin [u.a.]: Springer, 2006, XIX, 761 S., Ill.. graph. Darst., 24 cm - (Studies in classification, data analysis, and knowledge organization)Kongress: Annual conference of the Gesellschaft für Klassifikation e.V. 29 (Magdeburg : 2005.03.09-11)
Scientific monograph
Fuzzy control - fundamentals, stability and design of fuzzy controllers
Michels, Kai; Klawonn, Frank; Kruse, Rudolf; Nürnberger, Andreas
In: Heidelberg [u.a.]: Springer, 2006, X, 411 S - (Studies in fuzziness and soft computing; Vol. 200), ISBN: 978-3-540-31765-4 [Literaturverz. S. [395] - 405]
2004
Peer-reviewed journal article
Multimedia Retrieval - Fundamental Techniques and Principles of Adaptivity
Bade, Korinna; De Luca, Ernesto William; Nürnberger, Andreas
In: Künstliche Intelligenz - Berlin, Germany : Springer, Bd. 18 (2004), Heft 04
Essay
A Search Interface for Context Based Categorization of Result Sets
Bade, Korinna; Nürnberger, Andreas
In: EUNITE 2004 ; Proceedings / European Network of Excellence on Intelligent Technologies for Smart Adaptive Systems , [Elektronische Ressource] - Aachen : Mainz
2005
Essay
Supporting Web Search by User Specific Document Categorization - Intelligent Bookmarks
Bade, Korinna; Nürnberger, Andreas
In: Marktplatz Internet: von e-Learning bis e-Payment - Bonn : Ges. für Informatik . - 2005, S. 115-123