All Publications
2023
Book chapter
Digitalisierung in der Kinder- und Jugendhilfe
Steckel, Mirko; Auchter, Roman; Bernig, Christoph; Eschwege, Kerstin; Lorenz, Lisa; Nürnberger, Andreas; Thiel, Marcus
In: Digitalisierung der Arbeitswelt im Mittelstand 3 , 1st ed. 2023. - Berlin, Heidelberg : Springer Berlin Heidelberg ; Nitsch, Verena, S. 403-427
Book chapter
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
Book chapter
Liver segmentation in time-resolved C-arm CT volumes reconstructed from dynamic perfusion scans using time separation technique
Chatterjee, Soumick; Haseljić, Hana; Frysch, Robert; Kulvait, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: 2022 IEEE 5th International Image Processing, Applications and Systems Conference / IEEE International Conference on Image Processing Applications and Systems , 2022 - [Piscataway, NJ] : IEEE . - 2023, insges. 7 S.
Book chapter
Complex network for complex problems - a comparative study of CNN and Complex-valued CNN
Chatterjee, Soumick; Tummala, Pavan; Speck, Oliver; Nürnberger, Andreas
In: 2022 IEEE 5th International Image Processing, Applications and Systems Conference / IEEE International Conference on Image Processing Applications and Systems , 2022 - [Piscataway, NJ] : IEEE . - 2023, insges. 5 S.
Book chapter
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 - Hochschule Harz 31. Mai und 1. Juni 2023 - Wernigerode : Hochsch. Harz ; Stolzenburg, Frieder, S. 317-324, 1 Online-Ressource (7 Seiten)
Book chapter
Acoustic inter- and intra-room similarity based on room acoustic parameters
Treybig, Lukas; Höbel-Müller, Juliane; Werner, Stephanie; Nürnberger, Andreas
In: Engineering for a Changing World - Ilmenau : Technische Universität Ilmenau ; Sattler, Kai-Uwe *1968-* . - 2023, Artikel 5.2.136, insges. 15 S.
Peer-reviewed journal article
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
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
Peer-reviewed journal article
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
Peer-reviewed journal article
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
Peer-reviewed journal article
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
Dissertation
Prior knowledge for deep learning based interventional cone beam Computed Tomography reconstruction
Ernst, Philipp; Nürnberger, Andreas; Rose, Georg
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xiii, 151 Seiten, 13,57 MB) [Literaturverzeichnis: Seite 111-124]
Dissertation
Subword-based Neural Machine Translation for low-resource fusion languages
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas; De Luca, Ernesto William
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (viii, 118 Seiten, 1,92 MB) [Literaturverzeichnis: Seite 91-118]
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
Article in conference proceedings
Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space
Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 3 S.
Article in conference proceedings
Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss
Chatterjee, Soumick; Chintalapati, Karthikesh Varma; Radhakrishna, Chethan; Hudukula Ram Kumar, Sri Chandana; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S.
Article in conference proceedings
Exploiting the inter-rater disagreement to improve probabilistic segmentation
Chatterjee, Soumick; Schulz, Franziska; Sciarra, Alexandro; Mattern, Hendrik; Janiga, Gábor; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S.
Article in conference proceedings
Approach for exploring a search map through audible landmarks in Virtual Reality
Klein, Florian; Höbel-Müller, Juliane; Polley, Sayantan; Werner, Stephan; Nürnberger, Andreas
In: DAGA 2023 - Berlin : Deutsche Gesellschaft für Akustik e.V., S. 1617-1619, ISBN: 978-3-939296-21-8
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 . - 2022, S. 73-74
Abstract
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 . - 2022
Book chapter
A survey of context-aware cross-digital library personalization
Nika, Ana; Catarci, Tiziana; Ioannidis, Yannis; Katifori, Akrivi; Koutrika, Georgia; Manola, Natalia; Nürnberger, Andreas; Thaller, Manfred
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. 16-30
Book chapter
A skill sharing platform for team collaboration and knowledge exchange
Obionwu, Victor; Nürnberger, Anderas; Saake, Gunter
In: Konferenz: 18th International Conference on Web Information Systems and Technologies, WEBIST 2022, Valletta - Malta, October 25 - 27, 2022, WEBIST 2022 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Decker, Stefan . - 2022, S. 365-372
Book chapter
Iterative intraoperative digital tomosynthesis image reconstruction using a prior as initial image
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Saalfeld, Sylvia; Schulz, Jessica; Georgi, Jens-Christoph; Nürnberger, Andreas; Lauritsch, Günter; Rose, Georg
In: Proceedings of SPIE - Bellingham, Wash. : SPIE, Bd. 12304 (2022), Artikel 123042Y
Book chapter
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
Book chapter
DMISTA - conceptual data model for interactions in support ticket administration
Mertens, Christian; Nürnberger, Andreas
In: Konferenz: 24th International Conference on Enterprise Information Systems, ICEIS, Online, April 25-27, 2022, Proceedings of the 24th International Conference on Enterprise Information Systems - Volume 1 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Filipe, Joaquim . - 2022, S. 112-119
Peer-reviewed journal article
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), insges. 11 S.
Peer-reviewed journal article
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.
Peer-reviewed journal article
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)
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.
Peer-reviewed journal article
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
Peer-reviewed journal article
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), 8, S. 725-739
Dissertation
Noninvasive brain stimulation and visual field decoding for vision recovery in patients with occipital brain damage
Xu, Jiahua; Nürnberger, Andreas; Sabel, Bernhard A.
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xiv, 126 Seiten, 26,41 MB) [Literaturverzeichnis: Seite 101-124]
Dissertation
Towards combining search and exploration - escaping the filter bubble through map-based exploration
Low, Thomas; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xii, 210 Seiten, 11,88 MB) [Literaturverzeichnis: Seite 173-189]
Dissertation
User behavior models for exploratory information seeking
Kotzyba, Michael; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xxiii, 256 Seiten, 8,47 MB) [Literaturverzeichnis: Seite 239-256]
Dissertation
Reducing artefacts in MRI using Deep Learning - enhancing automatic image processing pipelines
Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magdeburg, 2022, xxv, 360 Seiten, Illustrationen, Diagramme, 30 cm
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
Article in conference proceedings
Reference-less SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MRIs
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Talagini Ashoka, Anitha Bhat; Cheepinahalli Vasudeva, Mayura Gurjar; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.
Article in conference proceedings
Dual Branch Prior-SegNet - CNN for interventional CBCT using planning scan and auxiliary segmentation loss
Ernst, Philipp; Ghosh, Suhita; Rose, Georg; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning, MIDL 2022, Zürich, Switzerland, July 06, 2022, Medical Imaging with Deep Learning - OpenReview.net . - 2022, insges. 3 S.
Article in conference proceedings
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 10 S.
Article in conference proceedings
Primal-Dual UNet for sparse view cone beam computed tomography volume reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Serasaen, Chompunuch; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Learning to segment brain tumours using an explainable classifier
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Automatic reading detection during online search sessions
Schwerdt, Johannes; Nürnberger, Andreas
In: Konferenz: 30th ACM Conference on User Modeling, Adaptation and Personalization,Barcelona, Spain, July 4 - 7, 2022, 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
Article in conference proceedings
StRegA - unsupervised anomaly detection in brain MRIs using compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.
Article in conference proceedings
Multi-scale UNet with self-constructing graph latent for deformable image registration
Chatterjee, Soumick; Bajaj, Himanshi; Hossain Siddiquee, Mohammad Istiyak; Bandi Subbarayappa, Nandish; Simon, Steve; Shashidhar, Suraj; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Motion-robust dynamic abdominal MRI using k-t GRASP and dynamic dual-channel training of super-resolution U-Net (DDoS-UNet)
Sarasaen, Chompunuch; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Non-peer-reviewed journal article
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 9 S.
Non-peer-reviewed journal article
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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2202.05355, insges. 12 S.
Non-peer-reviewed journal article
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: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2203.04317, insges. 19 S.
Non-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, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2207.10167, insges. 16 S.
Non-peer-reviewed journal article
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: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 13 S.
Non-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; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2206.05148, insges. 14 S.
2021
Abstract
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: Konferenz: 5th Conference on Image-Guided Interventions, IGIC 2021, Magdeburg, 13-14 October 2021, 5th Conference on Image-Guided Interventions (IGIC) , 2021 - Magdeburg : [Otto-von-Guericke University Magdeburg] ; Hansen, Christian *1980-*, S. 9-10
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
Book chapter
Neural machine translation for amharic-english translation
Gezmu, Andargachew; Nürnberger, Andreas; Bati, Tesfaye
In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence. Volume 1: Online, 04-06.02.2021 - [Sétubal]: SCITEPRESS - Science and Technology Publications, Lda.; Rocha, Ana Paula . - 2021, S. 526-532
Book chapter
A deep supervised U-attention net for pixel-wise brain tumor segmentation
Xu, Jia Hua; Teng, Wai Po Kevin; Wang, Xiong Jun; Nürnberger, Andreas
In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Cham: Springer International Publishing; Crimi, Alessandro . - 2021, S. 278-289 - (Image Processing, Computer Vision, Pattern Recognition, and Graphics; 12659)
Book chapter
Decoding resting-state EEG to predict visual field defect with convolutional neural network in stroke
Xu, Jiahua; Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: Konferenz: 10th International IEEE/EMBS Conference on Neural Engineering, NER, Online, 4-6 May 2021, NER'21/ International IEEE EMBS Conference on Neural Engineering - [Piscataway, NJ]: IEEE . - 2021, S. 807-810
Book chapter
Localization and transformation reconstruction of image regions - an extended congruent triangles approach
Ahmad Alyosef, Afraà; Elias, Christian; Nürnberger, Andreas
In: Proceedings of ICPR 2020/ International Conference on Pattern Recognition - [Piscataway, NJ]: IEEE; Vezzani, Roberto . - 2021, S. 3884-3891
Book chapter
ShuffleUNet - super resolution of diffusion-weighted MRIs using deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Mushunuri, Raghava Vinaykanth; Podishetti, Ranadheer; Rao, Rajatha Nagaraja; Gopinath, Geetha Doddapaneni; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: 29th European Signal Processing Conference (EUSIPCO 2021) - [Piscataway, NJ]: IEEE . - 2021
Book chapter
Interhemispheric cortical network connectivity reorganization predicts vision impairment in stroke
Xu, Jiahua; Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: Konferenz: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC, virtual conference, October 31 - November 4, 2021, 43rd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) - [Piscataway, NJ]: IEEE . - 2021, S. 836-840
Book chapter
Dual skip connections minimize the false positive rate of lung nodule detection in CT images
Xu, Jiahua; Ernst, Philipp; Liu, Tung Lung; Nürnberger, Andreas
In: Konferenz: 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC, virtual conference, October 31 - November 4, 2021, 43rd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) - [Piscataway, NJ]: IEEE . - 2021, S. 3217-3220
Book chapter
Evaluating reliability in explainable search
Dey, Aditya; Radhakrishna, Chandan; Lima, Nishitha Nancy; Shashidhar, Suraj; Polley, Sayantan; Thiel, Marcus; Nürnberger, Andreas
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 4 S.
Book chapter
Fact-finding or exploration - characterizing reading strategies in users search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 6 S.
Book chapter
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: Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021, Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS)/ IEEE International Conference on Human-Machine Systems - [Piscataway, NJ]: IEEE; Nürnberger, Andreas . - 2021, insges. 6 S.
Book chapter
Towards trustworthiness in the context of explainable search
Polley, Sayantan; Koparde, Rashmi Raju; Gowri, Akshaya Bindu; Perera, Maneendra; Nürnberger, Andreas
In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval / Diaz , Fernando - New York,NY,United States : Association for Computing Machinery ; Diaz, Fernando . - 2021, S. 2580-2584
Book chapter
Evaluating semantic co-creation by using a marker as a linguistic constraint tool in shared cognitive representation models
Schneider, Stefan; Nürnberger, Andreas
In: Concepts in action: representation, learning, and application - Cham: Springer; Bechberger, Lucas . - 2021, S. 121-152 - (Language, cognition, and mind; volume 9)
Book chapter
Upgraded W-Net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. Volume 1: February 4-6, 2021 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Marsico, Maria . - 2021, S. 488-494
Peer-reviewed journal article
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.
Peer-reviewed journal article
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)/ IEEE International Conference on Human-Machine Systems - [Piscataway, NJ]: IEEE; Nürnberger, Andreas . - 2021, insges. 3 S.
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
Peer-reviewed journal article
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, 2008, Bd. 12 (2021), insges. 20 S.
Peer-reviewed journal article
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
Peer-reviewed journal article
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
Article in conference proceedings
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: Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021, Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S.
Article in conference proceedings
ExDocS - evidence based explainable document search
Polley, Sayantan; Janki, Atin; Thiel, Marcus; Hoebel-Mueller, Juliane; Nürnberger, Andreas
In: Konferenz: SIGIR Workshop: Causality in Search and Recommendation '21, online, July 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021, insges. 8 S.
Article in conference proceedings
Unsupervised reconstruction based anomaly detection using a Variational Auto Encoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Agrawal, Shubham; Tummala, Pavan; Setlur, Disha Kishore; Kalra, Aman; Jauhari, Aishwarya; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
A comparative study of deep learning based deformable image registration techniques
Chatterjee, Soumick; Bajaj, Himanshi; Shashidhar, Suraj; Busnur Indushekar, Sanjeeth; Simon, Steve; Siddiquee, Istiyak; Nandish, B. S.; Speck, Oliver; Nürnberger, Andreas
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Interpretability techniques for deep learning based segmentation models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj Bhandari, Manish Bhandari; Shukla, Aniruddh; Speck, Oliver; Nürnberger, Andreas
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Sparse view deep differentiated backprojection for circular trajectories in CBCT
Ernst, Philipp; Rose, Georg; Nürnberger, Andreas
In: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine$xhEditors: Georg Schramm, Ahmadreza Rezaei, Kris Thielemans and Johan Nuyts - arXiv; Schramm, Georg . - 2021, S. 463-466
Article in conference proceedings
Trajectory upsampling for sparse conebeam projections using convolutional neural networks
Ernst, Philipp; Rak, Marko; Hansen, Christian; Rose, Georg; Nürnberger, Andreas
In: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine$xhEditors: Georg Schramm, Ahmadreza Rezaei, Kris Thielemans and Johan Nuyts - arXiv; Schramm, Georg . - 2021, S. 285-288
Article in conference proceedings
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: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S.
Article in conference proceedings
Spherical ellipse scan trajectory for tomosynthesis-assisted interventional bronchoscopy
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Georgi, Jens-Christoph; Knetsch, Torsten; Casal, Roberto F.; Nürnberger, Andreas; Lauritsch, Guenter; Rose, Georg
In: Proceedings of the 16th Virtual International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine$xhEditors: Georg Schramm, Ahmadreza Rezaei, Kris Thielemans and Johan Nuyts - arXiv ; Schramm, Georg . - 2021, S. 352-356
Article in conference proceedings
Going beyond the image space - undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network
Chatterjee, Soumick; Sarasaen, Chompunuch; Sciarra, Alessandro; Breitkopf, Mario; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
Nath, Vishwesh; Pizzolato, Marco; Palombo, Marco; Gyori, Noemi; Schilling, Kurt; Hansen, Colin; Yang, Qi; Kanakaraj, Praitayini; Landman, Bennett; Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver; Pieciak, Tomasz; Baranek, Marcin; Bartocha, Kamil; Ciupek, Dominika; Bogusz, Fabian; Hamidinekoo, Azam; Afzali, Maryam; Lin, Harry; Alexander, Danny C.; Lan, Haoyu; Sepehrband, Farshid; Liang, Zifei; Wu, Tung-Yeh; Su, Ching-Wei; Wu, Qian-Hua; Liu, Zi-You; Chao, Yi-Ping; Albay, Enes; Unal, Gozde; Pylypenko, Dmytro; Ye, Xinyu; Zhang, Fan; Hutter, Jana
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Saad, Fatima; Breitkopf, Mario; Nürnberger, Andreas; Speck, Oliver
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Non-peer-reviewed journal article
Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 20 S.
Non-peer-reviewed journal article
ShuffleUNet: super resolution of diffusion-weighted MRIs using deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Mushunuri, Raghava Vinaykanth; Podishetti, Ranadheer; Rao, Rajatha Nagaraja; Gopinath, Geetha Doddapaneni; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, S. 1-5, Artikel 2102.12898
Non-peer-reviewed journal article
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 12 S.
Non-peer-reviewed journal article
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Rao, Rajatha Nagaraja; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 15 S.
Non-peer-reviewed journal article
ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Podishetti, Ranadheer; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, S. 1-15
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): October 11-14, 2020, Toronto, Canada, 2020, 2020, paper TuBT11.4
Book chapter
Modell- und datengestützte Echtzeitlokalisierung von Leckagen in Fernwärmenetzen anhand verrauschter Messdaten
Koltermann, Julia; Vahldiek, Kai; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Klawonn, Frank; Michels, Kai
In: Kraftwerkstechnik 2020 / Technische Universität Dresden, Institut für Verfahrenstechnik und Umwelttechnik ; Redaktion und Lektorat: Professor Dr.-Ing. Michael Beckmann, Antonio Hurtado [und 15 weitere] - Freiberg: SAXONIA, 2020 . - 2020[Kongress: 52. Kraftwerkstechnisches Kolloquium, Dresden, 6. - 7. Oktober 2020]
Book chapter
Welcome to MuC 20, the Conference on Mensch und Computer 2020, held from September 6 to 9 at the University of Magdeburg, Germany!
Preim, Bernhard; Nürnberger, Andreas; Hansen, Christian
In: Konferenz: Conference on Mensch und Computer, MuC'20, Magdeburg, 6. - 9. September 2020, Mensch und Computer 2020 - Tagungsband - New York, New York: The Association for Computing Machinery, Inc.; Alt, Florian . - 2020, S. VII-VIII
Book chapter
German speech recognition system using DeepSpeech
Xu, Jiahua; Matta, Kaveen; Islam, Shaiful; Nürnberger, Andreas
In: Konferenz: 4th International Conference on Natural Language Processing and Information Retrieval, Seoul Republic of Korea, 18-20 December 2020, Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval - New York,NY,United States: Association for Computing Machinery . - 2020, S. 102-106
Book chapter
Improving automatic speech recognition utilizing audio-codecs for data augmentation
Hailu, Nirayo; Siegert, Ingo; Nürnberger, Andreas
In: IEEE 22nd International Workshop on Multimedia Signal Processing: MMSP 2020 : Tampere, Finland, September 21-24, 2020 - [Piscataway, NJ]: IEEE . - 2020
Book chapter
Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
Ahmad alyosef, Afraa; Nürnberger, Andreas
In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods. Volume 1: Valletta, Malta, February 22-24 ,2020/ ICPRAM - [Sétubal]: SCITEPRESS - Science and Technology Publications Lda., 2020; De Marsico, Maria . - 2020, S. 241-248[Konferenz: 9th International Conference on Pattern Recognition Applications and Methods,ICPRAM, Valletta, Malta, February 22-24, 2020]
Book chapter
SIMFIC - an explainable book search companion
Polley, Sayantan; Ghosh, Suhita; Thiel, Marcus; Kotzyba, Michael; Nürnberger, Andreas
In: Proceedings of the 2020 IEEE International Conference on Human-Machine Systems (ICHMS): Sept 7-9, 2020, Rome, Italy/ IEEE International Conference on Human-Machine Systems - [Piscataway, NJ]: IEEE, 2020; Fortino, Giancarlo . - 2020[Konferenz: 2020 IEEE International Conference on Human-Machine Systems (ICHMS), Rome, 7.-9. September 2020]
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-RessourceKongress: Mensch und Computer (Magdeburg : 2020.09.06-09)
Article in conference proceedings
Retrospective motion correction of MR images using prior-assisted deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: Medical Imaging Meets NeurIPS 2020, virtual, December 2020, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. - 2020, insgesamt 5 Seiten
Article in conference proceedings
Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
Alyosef, Afraa Alyosef; Nürnberger, Andreas
In: Konferenz: 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Wavelet filtering of undersampled MRI using trainable wavelets and CNN
Chatterjee, Soumick; Putti, Praveen; Nürnberger, Andreas; Speck, Oliver
In: Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ICPRAM 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Non-peer-reviewed journal article
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.; Akar, Gözde Bozdağı; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper.
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2001.06535, insgesamt 19 Seiten
Non-peer-reviewed journal article
DS6: deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2006.10802, insgesamt 13Seiten
Non-peer-reviewed journal article
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
2019
Abstract
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: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 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: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019, insges. 2 S.
Book chapter
Fact-finding or exploration - identifying latent behavior clusters in users search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: IEEE SMC 2019: IEEE International Conference on Systems, Man, and Cybernetics, 6-9 October 2019, Bari, Italy - IEEE, S. 1465-1471[Konferenz: IEEE International Conference on Systems, Man, and Cybernetics, IEEE SMC 2019, 6-9 October 2019, Bari Italy]
Book chapter
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
Book chapter
An amharic syllable-based speech corpus for continuous speech recognition
Gebreegziabher, Nirayo Hailu; Nürnberger, Andreas
In: Konferenz: 7th International Conference, SLSP 2019, Ljubljana, Slovenia, October 14-16, 2019, Statistical Language and Speech Processing - Cham: Springer; Martín-Vide, Carlos . - 2019, S. 177-187 - ( Lecture notes in computer science; volume 11816)
Book chapter
Detecting sub-image replicas - retrieval and localization of zoomed-in images
Ahmad Alyosef, Afra'a; Nürnberger, Andreas
In: Computer Analysis of Images and Patterns - Cham: Springer, S. 257-268, 2019 - (Image Processing, Computer Vision, Pattern Recognition, and Graphics; 11679)[Konferenz: International Conference on Computer Analysis of Images and Patterns, CAIP 2019, Salerno, Italy, September 3-5, 2019]
Article in conference proceedings
A deep learning approach for reconstruction of undersampled Cartesian and Radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ESMRMB 2019, Rotterdam, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019
Article in conference proceedings
CHAOS challenge - team OvGU MEMoRIAL
Ernst, Philipp; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Symposium: IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, Apr 11, 2019, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019
2018
Book chapter
Significance of feature differences in the distinction of mental-load
Weißkirchen, Norman; Böck, Ronald; Wendemuth, Andreas; Nürnberger, Andreas
In: SMC 2018: 2018 IEEE International Conference on Systems, Man, and Cybernetics$d7-10 October 2018, Miyazaki, Japan : proceedings/ IEEE International Conference on Systems, Man, and Cybernetics - Piscataway, NJ: IEEE, 2018; Hata, Yutaka . - 2018, S. 2604-2609[Konferenz: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC, Miyazaki, Japan, 7-10 October 2018]
Book chapter
Portable spelling corrector for a less - resourced language - amharic
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas; Seyoum, Binyam Ephrem
In: LREC 2018 - Paris : European Language Resources Association, ELRA, S. 4127-4132
Book chapter
Exploration of web search results based on the formal concept analysis
Butka, Peter; Low, Thomas; Kotzyba, Michael; Haun, Stefan; Nürnberger, Andreas
In: Semantic Keyword-Based Search on Structured Data Sources - Cham : Springer International Publishing ; Szymański, Julian . - 2018, S. 123-135 - (Lecture Notes in Computer Science; 10546)
Book chapter
Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS
Dinges, Laslo; Hamadi, Ayoub; Elzobi, Moftah; Nürnberger, Andreas
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2018, S. 3625-3629
Book chapter
Contemporary amharic corpus - automatically morpho-syntactically tagged amharic corpus
Gezmu, Andargachew Mekonnen; Seyoum, Binyam Ephrem; Gasser, Michael; Nürnberger, Andreas
In: The 27th International Conference on Computational Linguistics - proceedings of the First Workshop on Linguistic Resources for Natural Language Processing (LR4NLP-2018): August 20, 2018, Santa Fe, New Mexico, USA : COLING 2018/ Workshop on Linguistic Resources for Natural Language Processing - Stroudsburg, PA: Association for Computational Linguistics (ACL), S. 65-70[Workshop: First Workshop on Linguistic Resources for Natural Language Processing, LR4NLP-2018,Santa Fe, New Mexico, USA, August 20, 2018]
Book chapter
The power of ensembles for active learning in image classification
Beluch, William H.; Genewein, Tim; Nürnberger, Andreas; Köhler, Jan M.
In: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition - Piscataway, NJ: IEEE[Konferenz: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, USA, 18-23 June 2018]
Book chapter
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: 2018 IEEE International Conference on Systems, Man, and Cybernetics$d7-10 October 2018, Miyazaki, Japan : proceedings/ IEEE International Conference on Systems, Man, and Cybernetics - Piscataway, NJ: IEEE, S. 2602-2607[Konferenz: 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC, Miyazaki, Japan, 7-10 October 2018]
Dissertation
On the application of hidden Markov models for signal decoding in the context of brain computer interfaces
Pfeiffer, Tim; Rose, Georg; Nürnberger, Andreas; Hinrichs, Hermann
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Elektrotechnik und Informationstechnik 2018, xii, 159 Seiten, Illustrationen, Diagramme, 30 cm [Literaturverzeichnis: Seite 139-146]
Non-peer-reviewed journal article
A parallel corpus for amharicenglish machine translation
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas; Bati, Tesfaye Bayu
In: Magdeburg: Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2018, 1 Online-Ressource (5 Seiten, 0,5 MB) - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 004-2018)
2017
Book chapter
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: Oslo, Norway, March 07 - 11, 2017 - New York, NY: ACM, Association for Computing Machinery, S. 87-96[Kongress: 2017 Conference on Conference Human Information Interaction and Retrieval : Oslo, Norway, March 07 - 11, 2017]
Book chapter
Near-duplicate retrieval - a benchmark study of modified SIFT descriptors
Ahmad Alyosef, Afra'a; Nürnberger, Andreas
In: Pattern Recognition Applications and Methods - Cham: Springer, 2017 . - 2017, S. 121-138 - (Lecture Notes in Computer Science; 10163)[Kongress: 5th International Conference, ICPRAM 2016, Rome, Italy, February 24-26, 2016]
Book chapter
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]
Book chapter
The effect of SIFT features properties in descriptors matching for near-duplicate retrieval tasks
Ahmad Alyosef, Afra'a; Nürnberger, Andreas
In: ICPRAM 2017: proceedings of the 6th International Conference on Pattern Recognition Applications and Methods : Porto, Portugal, February 24-26, 2017 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda., S. 703-710[Kongress: International Conference on Pattern Recognition Applications and Methods, ICPRAM 2017, Porto, Portugal, 24-26 February, 2017]
Book chapter
Professional collaborative information seeking - towards traceable search and creative sensemaking
Stange, Dominic; Kotzyba, Michael; Nürnberger, Andreas
In: Transactions on Computational Collective Intelligence XXVI - Cham: Springer, 2017 . - 2017, S. 1-25 - (Lecture Notes in Computer Science; 10190)
Book chapter
Identifying innovative documents - quo vadis?
Schröter, Ivonne; Krüger, Jacob; Ludwig, Philipp; Thiel, Marcus; Nürnberger, Andreas; Leich, Thomas
In: Proceedings of the 19th International Conference on Enterprise Information Systems, Volume 1/ Institute for Systems and Technologies of Information, Control and Communication - SCITEPRESS; Hammoudi, Slimane . - 2017, S. 653-658
Book chapter
Interpreting and leveraging browser interaction for exploratory search tasks
Stange, Dominic; Kotzyba, Michael; Langer, Stefan; Nürnberger, Andreas
In: Proceedings of the 19th International Conference on Enterprise Information Systems, Volume 3 : April 26 - 29, 2017, Porto, Portugal - SCITEPRESS, S. 191-197 [Kongress: 19th International Conference on Enterprise Information Systems, Porto, Portugal, April 26 - 29, 2017]
Book chapter
Unsupervised extraction of conceptual keyphrases from abstracts
Ludwig, Philipp; Thiel, Marcus; Nürnberger, Andreas
In: Semantic Keyword-Based Search on Structured Data Sources - Cham: Springer, 2017 . - 2017, S. 37-48 - (Lecture Notes in Computer Science; 10151)[Kongress: 2nd International KEYSTONE Conference, IKC 2016, Cluj-Napoca, Romania, 8 - 9 September 2016]
Book chapter
Web-retrieval supported argument space exploration
Thiel, Marcus; Ludwig, Philipp; Mossakowski, Till; Neuhaus, Fabian; Nürnberger, Andreas
In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval: Oslo, Norway, March 07 - 11, 2017 - New York, NY: ACM, Association for Computing Machinery, S. 309-312[Kongress: 2017 Conference on Conference Human Information Interaction and Retrieval : Oslo, Norway, March 07 - 11, 2017]
Book chapter
Towards identifying user intentions in exploratory search using gaze and pupil tracking
Low, Thomas; Bubalo, Nikola; Gossen, Tatiana; Kotzyba, Michael; Brechmann, André; Huckauf, Anke; Nürnberger, Andreas
In: Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval: Oslo, Norway, March 07 - 11, 2017 - New York, NY: ACM, Association for Computing Machinery, S. 273-276[Kongress: 2017 Conference on Conference Human Information Interaction and Retrieval : Oslo, Norway, March 07 - 11, 2017]
Book chapter
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) : 11-13 Sept. 2017 - [Piscataway, NJ] : IEEE [Konferenz: 2017 International Conference on Companion Technology (ICCT), Ulm, Germany, 11.-13. September 2017]
Book chapter
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
Book chapter
Modeling aspects in human-computer interaction - adaptivity, user characteristics and evaluation
Gossen, Tatiana; Siegert, Ingo; Nürnberger, Andreas; Hartmann, Kim; Kotzyba, Michael; Wendemuth, Andreas
In: Companion technology - Cham : Springer ; Biundo-Stephan, Susanne *1955-* . - 2017, S. 57-58
Peer-reviewed journal article
Search engine for children - user-centered design
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Datenbank-Spektrum : Zeitschrift für Datenbanktechnologie : Organ der Fachgruppe Datenbanken der Gesellschaft für Informatik e.V - Berlin : Springer, Bd. 17.2017, 1, S. 61-67
Editor
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)
Non-peer-reviewed journal article
Manually annotated spelling error corpus for amharic
Gezmu, Andargachew Mekonnen; Seyoum, Binyam Ephrem; Lema, Tirufat Tesifaye; Nürnberger, Andreas
In: Magdeburg: Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2017, 1 Online-Ressource (15 ungezählte Seiten, 0,42 MB) - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 001-2017)
2016
Book chapter
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, 2016 . - 2016, S. 401-410[Kongress: 21st International Conference on Urban Planning, Regional Development and Information Society, REAL CORP 2016, Hamburg, 22-24 June, 2016]
Book chapter
Context-aware restaurant recommendation for natural language queries - a formative user study in the automotive domain
Fischer, Philipp; Styp von Rekowski, Cornelius; Nürnberger, Andreas
In: INTERSPEECH 2016: 8-12 Sep. 2016, San Francisco - International Speech and Communication Association, 2016; Morgan, Nelson . - 2016, S. 3066-3070[Kongress: Interspeech 2016, San Francisco, 8-12 Sep., 2016]
Book chapter
Adapted SIFT descriptor for improved near duplicate retrieval
Alyosef, Afra'a Ahmad; Nürnberger, Andreas
In: Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM-2016) - [Setúbal] : SCITEPRESS, S. 55-64
2015
Book chapter
Ontology-supported exploratory search for physical training exercises
Kotzyba, Michael; Ponomaryov, Denis; Low, Thomas; Thiel, Marcus; Glimm, Birte; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen: RWTH, Bd. 1486.2015, insges. 4 S.Kongress: ISWC-P&D 2015 (Bethlehem, PA, USA : 2015.10.01)
Book chapter
Collaborative knowledge acquisition and exploration in technology search
Stange, Dominic; Nürnberger, Andreas; Heyn, Holger
In: Wissensgemeinschaften in Wirtschaft und Wissenschaft - Dresden : TUDpress ; Köhler, Thomas *1966-* . - 2015, S. 243-249
Book chapter
When experts collaborate - sharing search and domain expertise within an organization
Stange, Dominic; Nürnberger, Andreas
In: Proceedings of the 15th International Conference on Knowledge Technologies and Data-Driven Business - New York, NY: ACM, 2015, 2015, Art. No. 45
Book chapter
Projekt partiMAN - neue Ansätze zur aktiven Partizipation in Entscheidungsprozessen
Schütz, Lars; Helbig, Dirk; Bade, Korinna; Pietsch, Matthias; Richter, Andreas; Nürnberger, Andreas
In: Beteiligen * kommunizieren * partizipieren: KAT-Fachforum Digitales Planen und Gestalten 2015 : Tagungsband / René Krug, Matthias Pietsch, Marcel Heins, Einar Kretzler (Hrsg.): KAT-Fachforum Digitales Planen und Gestalten 2015 : Tagungsband/ KAT-Fachforum Digitales Planen und Gestalten - Aachen: Shaker Verlag, 2015 . - 2015, S. 72-88Kongress: KAT-Fachforum DIGITALES PLANEN und GESTALTEN 2015 (Dessau : 2015.06.04)
Book chapter
Professional collaborative information seeking - on traceability and creative sensemaking
Nürnberger, Andreas; Stange, Dominic; Kotzyba, Michael
In: Semantic keyword-based search on sstructured data sources: first COST Action IC1302 International Keystone Conference, IKC 2015, Coimbra, Portugal, September 8-9, 2015 : revised selected papers, 2015 . - 2015, S. 1-16 - (Lecture notes in computer science; 9398)[Kongress: First COST Action IC1302 International KEYSTONE Conference, IKC 2015, Coimbra, Portugal, September 8-9, 2015]
Book chapter
Knowledge journey exhibit - towards age-adaptive search user interfaces
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Advances in Information Retrieval / Hanbury , Allan - Cham [u.a.] : Springer ; Hanbury, Allan . - 2015, S. 781-784 - (Lecture notes in computer science; 9022) Kongress: ECIR 37 Vienna, Austria 2015.03.29-04.02
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, 2, S. 71-72
Peer-reviewed journal article
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, 1, insges. 10 S., 2015
Peer-reviewed journal article
Anforderungen und Verhalten junger Nutzer bei der Informationssuche - ein Überblick
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Information - Wissenschaft und Praxis: IWP - Frankfurt, Main: DGI, 2004, Bd. 66.2015, 1, S. 57-64
Dissertation
Targeted search engines for children - search user interfaces and information-seeking behaviour
Gossen, Tatiana; Nürnberger, Andreas
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2015, XIX, 240 S., Ill., graph. Darst.
Dissertation
Towards effective research-paper recommender systems and user modeling based on mind maps
Beel, Jöran; Nürnberger, Andreas; Turowski, Klaus
In: Magdeburg, Univ., Fak. für Informatik, Diss., 2015, XVI, 307 S., graph. Darst.
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 Workshop on Semantic Digital Archives 5 (Poznan, Poland : 2015.09.18)
Article in conference proceedings
A framework for FCA-based exploratory web search
Butka, Peter; Low, Thomas; Kotzyba, Michael; Haun, Stefan; Nürnberger, Andreas
In: Proceedings of the 1st International Symposium on Companion-Technology (ISCT 2015): September 23rd - 25th, Ulm University, Germany, S. 131-136Kongress: International Symposium on Companion-Technology, ISCT 1 (Ulm : 2015.09.23-25)
2014
Book chapter
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
Book chapter
Usability and perception of young users and adults on targeted web search engines
Gossen, Tatiana; Höbel, Juliane; Nürnberger, Andreas
In: Proceedings of the 5th Information Interaction in Context Symposium - New York, NY: ACM, 2014 . - 2014, S. 18-27
Book chapter
My first search user interface
Gossen, Tatiana; Nitsche, Marcus; Nürnberger, Andreas
In: Advances in Information Retrieval / Rijke , Maarten - Cham [u.a.] : Springer ; Rijke, Maarten . - 2014, S. 746-749 - (Lecture Notes in Computer Science; 8416) Kongress: ECIR 2014 36 Amsterdam 04.13-14
Book chapter
Search Maps - enhancing traceability and overview in collaborative information seeking
Stange, Dominic; Nürnberger, Andreas
In: Advances in Information Retrieval / Rijke , Maarten - Cham [u.a.] : Springer ; Rijke, Maarten . - 2014, S. 763-766 - (Lecture Notes in Computer Science; 8416) Kongress: ECIR 2014 36 Amsterdam 04.13-14
Book chapter
Persistent e-mail identification is viable!
Haun, Stefan; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1306 (2014), S. 28-37
Book chapter
An exploratory search user Interface concept supporting vague querying and a novel result representation
Lüddecke, Timo; Jüttner, Markus; Nitsche, Marcus; Nürnberger, Andreas
In: Beyond Single-Shot Text Queries: Bridging the Gap(s) between Research Communities: MindTheGap 2014 : proceedings of the Workshop "Beyond single-shot text queries: bridging the gap(s) between research communities", co-located with iConference 2014, Berlin, Germany, March 4, 2014/ Beyond Single-Shot Text Queries: Bridging the Gap(s) between Research Communities - Aachen, Germany: RWTH Aachen; Kruschwitz, Udo . - 2014, S. 51-56 - (CEUR workshop proceedings; 1131)Kongress: MindTheGap (Berlin : 2014.03.04)
Book chapter
A comparative study about children's and adults' perception of targeted web search engines
Gossen, Tatiana; Höbel, Juliane; Nürnberger, Andreas
In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems - New York, NY : ACM . - 2014, S. 1821-1824 Kongress: CHI '14 Toronto, Canada 2014.04.26-05.01
Book chapter
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
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: the magazine of digital library research - [S.l.]: Corp., Bd. 20.2014, 11/12
Peer-reviewed journal article
Hierarchical constraints
Bade, Korinna; Nürnberger, Andreas
In: Machine learning - Dordrecht [u.a.]: Springer Science + Business Media B.V, 1986, Bd. 94.2014, 3, S. 371-399
Editor
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)
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: 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
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
Article in conference proceedings
Web-based demonstration of semantic similarity detection using citation pattern visualization for a cross language plagiarism case
Gipp, Bela; Meuschke, Norman; Breitinger, Corinna; Pitmann, Jim; Nürnberger, Andreas
In: Special Session on Information Systems Security within proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS 2014) - SCITEPRESS, S. 677-683Kongress: ICEIS 2014 16 (Lisbon, Portugal : 2014.04.27-30)
Article in conference proceedings
Capturing "Knowledge Gain" in collaborative search with concept maps
Stange, Dominic; Heyn, Holger; Nürnberger, Andreas
In: Proceedings of the IIiX 2014 Workshop on Searching as Learning (SAL 2014): August 30, 2014, Regensburg, Germany / Luanne Freund ... (eds.): August 30, 2014, Regensburg, Germany - Regensburg, 2014 . - 2014, S. 35-39
Original article in peer-reviewed international journal
Graph clusterings with overlaps: Adapted quality indices and a generation model
Gossen, Tatiana; Kotzyba, Michael; Nürnberger, Andreas
In: Neurocomputing, Volume 123, January, 2014, Pages 13-22
2013
Book chapter
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)
Book chapter
A comparative analysis of offline and online evaluations and discussion of research paper recommender system evaluation
Beel, Joeran; Genzmehr, Marcel; Langer, Stefan; Nürnberger, Andreas; Gipp, Bela
In: Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, RepSys '13 - New York, NY: ACM; Bellogín, Alejandro . - 2013, S. 7-14Kongress: RepSys '13 (Hong Kong, China : 2013.10.12)
Book chapter
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)
Book chapter
About Rudolf Kruse and his research group on computational intelligence
Moewes, Christian; Nürnberger, Andreas
In: Computational Intelligence in Intelligent Data Analysis/ Moewes - Berlin, Heidelberg: Springer; Moewes, Christian . - 2013, S. 301-304 - (Studies in computational intelligence; 445)
Book chapter
Neuro-fuzzy systems - a short historical review
Nauck, Detlef D.; Nürnberger, Andreas
In: Computational Intelligence in Intelligent Data Analysis/ Moewes - Berlin, Heidelberg: Springer; Moewes, Christian . - 2013, S. 91-109 - (Studies in computational intelligence; 445)
Book chapter
Trailblazing information - an exploratory search user interface
Nitsche, Marcus; Nürnberger, Andreas
In: Human interface and the management of information ; Pt. 1:Information and interaction design - Berlin [u.a.]: Springer; Yamamoto, Sakae . - 2013, S. 230-239 - (Lecture notes in computer science; 8016)Kongress: HCI International 15 (Las Vegas, Nev. : 2013.07.21-26)
Book chapter
Exploring technical documents - a prototype study
Nitsche, Marcus; Haun, Stefan; Nürnberger, Andreas
In: HCI International 2013 - Posters Extended Abstracts: International Conference, HCI International 2013, Las Vegas, NV, USA, July 21-26, 2013, Proceedings, Part II / edited by Constantine Stephanidis/ Stephanidis - Berlin, Heidelberg: Springer; Stephanidis, Constantine . - 2013, S. 445-449 - (Communications in Computer and Information Science; 374)Kongress: HCI International (Las Vegas, Nev. : 2013.07.21-26)
Book chapter
QUEST - querying complex information by direct manipulation
Nitsche, Marcus; Nürnberger, Andreas
In: Human interface and the management of information ; Pt. 1:Information and interaction design - Berlin [u.a.]: Springer; Yamamoto, Sakae . - 2013, S. 240-249 - (Lecture notes in computer science; 8016)Kongress: HCI International 15 (Las Vegas, Nev. : 2013.07.21-26)
Book chapter
Evolving search user interfaces
Gossen, Tatiana; Nitsche, Marcus; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1033 (2013), S. 31-34Kongress: European Workshop on Human-Computer Interaction and Information Retrieval 3 (Dublin : 2013.08.01)
Book chapter
Dynamics in search user interfaces
Nitsche, Marcus; Uhde, Florian; Haun, Stefan; Nürnberger, Andreas
In: CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 1033 (2013), S. 47-50Kongress: European Workshop on Human-Computer Interaction and Information Retrieval 3 (Dublin : 2013.08.01)
Book chapter
Demonstration of citation pattern analysis for plagiarism detection
Gipp, Bela; Meuschle, Norman; Breitinger, Corinna; Lipinski, Mario; Nürnberger, Andreas
In: Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval/ Jones - New York, NY: ACM; Jones, Gareth J. F. . - 2013, S. 1119-1120
Book chapter
Gaze-based Landmarks to support re-finding information on the web
Hempel, Julia; Nitsche, Marcus; Haun, Stefan; Nürnberger, Andreas
In: Mensch & Computer 2013 ; [1]:Tagungsband - München: Oldenbourg . - 2013, S. 353-356
Book chapter
Introducing Docear's research paper recommender system
Beel, Jöran; Langer, Stefan; Genzmehr, Marcel; Nürnberger, Andreas
In: Proceedings of the 13th ACMIEEE-CS joint conference on Digital libraries/ Downie - New York, NY: ACM; Downie, J. Stephen . - 2013, S. 459-460
Book chapter
COST actions and digital libraries - between sustaining best practices and unleashing further potential
Driscoll, Matthew J.; Stübner, Ralph; Ebrahimi, Touradj; Foulonneau, Muriel; Nürnberger, Andreas; Scharnhorst, Andrea; Springer, Joie
In: Research and Advanced Technology for Digital Libraries / Aalberg , Trond - Berlin, Heidelberg : Springer ; Aalberg, Trond . - 2013, S. 478-479 - (Lecture notes in computer science; 8092) Kongress: TPDL 2013 Valletta, Malta 2013.09.22-26
Book chapter
Persistence in recommender systems - giving the same recommendations to the same users multiple times
Beel, Jöran; Langer, Stefan; Genzmehr, Marcel; Nürnberger, Andreas
In: Research and Advanced Technology for Digital Libraries / Aalberg , Trond - Berlin, Heidelberg : Springer ; Aalberg, Trond . - 2013, S. 386-390 - (Lecture notes in computer science; 8092) Kongress: TPDL 2013 Valletta, Malta 2013.09.22-26
Book chapter
The impact of demographics (age and gender) and other user-characteristics on evaluating recommender systems
Beel, Jöran; Langer, Stefan; Genzmehr, Marcel; Nürnberger, Andreas
In: Research and Advanced Technology for Digital Libraries / Aalberg , Trond - Berlin, Heidelberg : Springer ; Aalberg, Trond . - 2013, S. 396-400 - (Lecture notes in computer science; 8092) Kongress: TPDL 2013 Valletta, Malta 2013.09.22-26
Book chapter
Dynamic linking - interactive filtering of web search results using automatically generated tags
Nitsche, Marcus; Nürnberger, Andreas
In: HCIR 2013 . - 2013, insges. 4 S.Kongress: HCIR 2013 7 (Vancouver, Canada : 2013.10.03-04)
Book chapter
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)
Book chapter
Adaptation of a search user interface towards user needs - a prototype study with children & adults
Gossen, Tatiana; Nitsche, Marcus; Vos, Jana; Nürnberger, Andreas
In: HCIR 2013 . - 2013, insges. 10 S.Kongress: HCIR 2013 7 (Vancouver, Canada : 2013.10.03-04)
Book chapter
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)
Book chapter
Towards persistent identification of resources in personal information management
Haun, Stefan; Nürnberger, Andreas
In: 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/ International Workshop on Semantic Digital Archives - Aachen, Germany: RWTH Aachen; Predoiu, Livia . - 2013, S. 73-80 - (CEUR workshop proceedings; 1091)Kongress: SDA 2013 3 (Valetta, Malta : 2013.09.26)
Book chapter
Research paper recommender system evaluation: a quantitative literature survey
Beel, Joeran; Langer, Stefan; Genzmehr, Marcel; Gipp, Bela; Breitinger, Corinna; Nürnberger, Andreas
In: Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation, RepSys '13 - New York, NY: ACM; Bellogín, Alejandro . - 2013, S. 15-22Kongress: RepSys '13 (Hong Kong, China : 2013.10.12)
Book chapter
Crowd-enabled data and information management (CDIM)
Balke, Wolf Tilo; Nürnberger, Andreas
In: BTW 2013 - Datenbanksysteme für Business, Technologie und Web (BTW) 2013, Workshopband ; Tagung vom 11. - 12. März 2013 in Magdeburg/ BTW - [Bonn]: Ges. für Informatik; Saake, Gunter *1960-* . - 2013, S. 179-180 - (4170 GI-Edition; P-216)
Book chapter
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)
Peer-reviewed journal article
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
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