DATA AND KNOWLEDGE

ENGINEERING GROUP

Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 154 (2023)

Global brain network modularity dynamics after local optic nerve damage following noninvasive brain stimulation - an EEG-tracking study
In: Cerebral cortex - Oxford: Oxford Univ. Press, Bd. 33 (2023), insges. 11 S., 2022

Complex network for complex problems - a comparative study of CNN and Complex-valued CNN
In: Konferenz: IEEE 5th International Conference on Image Processing Applications and Systems, IPAS, Genova, Italy, 05-07 December 2022, 2022 IEEE 5th International Image Processing, Applications and Systems Conference - [Piscataway, NJ]: IEEE . - 2023, insges. 5 S.

Liver segmentation in time-resolved C-arm CT volumes reconstructed from dynamic perfusion scans using time separation technique
In: Konferenz: IEEE 5th International Conference on Image Processing Applications and Systems, IPAS, Genova, Italy, 05-07 December 2022, 2022 IEEE 5th International Image Processing, Applications and Systems Conference - [Piscataway, NJ]: IEEE . - 2023, insges. 7 S.

Improvement of magnetic resonance (MR) imaging-based temperature-controlled hyperthermia by reconstructing highly undersampled MR acquisition
In: 34th Annual Meeting European Society for Hyperthermic Oncology - ESHO, 2022 . - 2022, S. 73-74

Deep learning of brain spacetime to predict outcome of vision restoration therapy using non-invasive brain stimulation
In: FENS Forum - FENS, 2022 . - 2022

Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.

Multi-scale UNet with self-constructing graph latent for deformable image registration
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Learning to segment brain tumours using an explainable classifier
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

StRegA - unsupervised anomaly detection in brain MRIs using compact context-encoding variational autoencoder
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.

Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2022, insges. 14 S.

MICDIR - multi-scale Inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2022, insges. 19 S.

DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Primal-Dual UNet for sparse view cone beam computed tomography volume reconstruction
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Dual Branch Prior-SegNet - CNN for interventional CBCT using planning scan and auxiliary segmentation loss
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.

Motion-robust dynamic abdominal MRI using k-t GRASP and dynamic dual-channel training of super-resolution U-Net (DDoS-UNet)
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Automatic reading detection during online search sessions
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

Reference-less SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MRIs
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.

Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 10 S.

Classification of brain tumours in MR images using deep spatiospatial models
In: Scientific reports - [London]: Macmillan Publishers Limited, part of Springer Nature, Bd. 12 (2022), insges. 11 S.

TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
In: Applied Sciences - Basel: MDPI, Bd. 12 (2022), 4, insges. 20 S.

ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 143 (2022)

DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
In: Journal of imaging - Basel: MDPI, Bd. 8 (2022), 10, insges. 22 S.

StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 149 (2022)

Quantitative evaluation of prospective motion correction in healthy subjects at 7T MRI
In: Magnetic resonance in medicine - New York, NY [u.a.]: Wiley-Liss, 1984, Bd. 87 (2022), 2, S. 646-657

Adaptive and maladaptive brain functional network reorganization after stroke in hemianopia patients - an electroencephalogram-tracking study
In: Brain Connectivity - New Rochelle, NY: Liebert, Bd. 12 (2022), 8, S. 725-739

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

DMISTA - conceptual data model for interactions in support ticket administration
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

A survey of context-aware cross-digital library personalization
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

A skill sharing platform for team collaboration and knowledge exchange
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

Iterative intraoperative digital tomosynthesis image reconstruction using a prior as initial image
In: Konferenz: Seventh International Conference on Image Formation in X-Ray Computed Tomography, ICIFXCT 2022, Baltimore, United States, 2022, Proceedings of SPIE/ SPIE - Bellingham, Wash.: SPIE, Bd. 12304 (2022)

Reducing artefacts in MRI using Deep Learning - enhancing automatic image processing pipelines
In: Magdeburg, 2022, xxv, 360 Seiten, Illustrationen, Diagramme, 30 cm

User behavior models for exploratory information seeking
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xxiii, 256 Seiten, 8,47 MB), Illustrationen, Diagramme

Towards combining search and exploration - escaping the filter bubble through map-based exploration
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xii, 210 Seiten, 11,88 MB), Illustrationen, Diagramme

Noninvasive brain stimulation and visual field decoding for vision recovery in patients with occipital brain damage
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xiv, 126 Seiten, 26,41 MB), Illustrationen, Diagramme

StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 13 S.

DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2022, insges. 12 S.

Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2022, insges. 16 S.

Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 9 S.

Adjusting the acquisition parameters of spherical ellipse tomosynthesis scan orbit for guiding interventional bronchoscopy
In: 5th Conference on Image-Guided Interventions (IGIC)/ Conference on Image-Guided Interventions - Magdeburg: [Otto-von-Guericke University Magdeburg], 2021; Hansen, Christian *1980-* . - 2021, S. 9-10

DdoS - dynamic dual-channel U-Net for improving deep learning based super-resolution of abdominal dynamic MRI
In: Magnetic resonance materials in physics, biology and medicine - Heidelberg: Springer, 1993, Bd. 34 (2021), Suppl. 1, S. S44

Interpretability techniques for deep learning based segmentation models
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

A comparative study of deep learning based deformable image registration techniques
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Unsupervised reconstruction based anomaly detection using a Variational Auto Encoder
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

Going beyond the image space - undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
In: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S.

ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
In: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S.

Trajectory upsampling for sparse conebeam projections using convolutional neural networks
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

Sparse view deep differentiated backprojection for circular trajectories in CBCT
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

Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

ExDocS - evidence based explainable document search
In: Konferenz: SIGIR Workshop: Causality in Search and Recommendation \'21, online, July 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021, insges. 8 S.

Spherical ellipse scan trajectory for tomosynthesis-assisted interventional bronchoscopy
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

Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021

CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
In: Medical image analysis - Amsterdam [u.a.]: Elsevier Science, Volume 69(2021), article 101950

Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
In: Artificial intelligence in medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 121 (2021)

Predicting visual search task success from eye gaze data as a basis for user-adaptive information visualization systems
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.

Leakage localization in district heating networks based on real network and measurement data
In: Energy reports - Amsterdam [u.a.]: Elsevier, Bd. 7 (2021), S. 508-516

Reorganization of brain functional connectivity network and vision restoration following combined tACS-tDCS treatment after occipital stroke
In: Frontiers in neurology - Lausanne: Frontiers Research Foundation, 2008, Bd. 12 (2021), insges. 20 S.

Predicting brain electrical stimulation outcome in stroke by clinical-inspired hybrid graph convolutional autoencoder
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.

Localization and transformation reconstruction of image regions - an extended congruent triangles approach
In: Proceedings of ICPR 2020/ International Conference on Pattern Recognition - [Piscataway, NJ]: IEEE; Vezzani, Roberto . - 2021, S. 3884-3891

ShuffleUNet - super resolution of diffusion-weighted MRIs using deep learning
In: 29th European Signal Processing Conference (EUSIPCO 2021) - [Piscataway, NJ]: IEEE . - 2021

Evaluating reliability in explainable search
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 4 S.

Neural machine translation for amharic-english translation
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

Upgraded W-Net with attention gates and its application in unsupervised 3D liver segmentation
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

Towards trustworthiness in the context of explainable search
In: Konferenz: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR \'21, virtual event, July 11 - 15, 2021, Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval/ Diaz - New York,NY,United States: Association for Computing Machinery; Diaz, Fernando . - 2021, S. 2580-2584

Evaluating semantic co-creation by using a marker as a linguistic constraint tool in shared cognitive representation models
In: Concepts in action: representation, learning, and application - Cham: Springer; Bechberger, Lucas . - 2021, S. 121-152 - (Language, cognition, and mind; volume 9)

An explorative tool for mutation tracking in the spike glycoprotein of SARS-CoV-2
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.

Fact-finding or exploration - characterizing reading strategies in users search activities
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 6 S.

A deep supervised U-attention net for pixel-wise brain tumor segmentation
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)

Dual skip connections minimize the false positive rate of lung nodule detection in CT images
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

Interhemispheric cortical network connectivity reorganization predicts vision impairment in stroke
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

Decoding resting-state EEG to predict visual field defect with convolutional neural network in stroke
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

ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, S. 1-15

ShuffleUNet: super resolution of diffusion-weighted MRIs using deep learning
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2021, S. 1-5

TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 15 S.

Classification of brain tumours in MR images using deep spatiospatial models
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 12 S.

Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 20 S.

Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors
In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC): October 11-14, 2020, Toronto, Canada, 2020, 2020, paper TuBT11.4

Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
In: Konferenz: 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Wavelet filtering of undersampled MRI using trainable wavelets and CNN
In: Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Retrospective motion correction of MR images using prior-assisted deep learning
In: Konferenz: Medical Imaging Meets NeurIPS 2020, virtual, December 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010, 2020, insgesamt 5 Seiten

Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net
In: Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation
In: Konferenz: ICPRAM 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge
In: Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020

Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
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

Improving automatic speech recognition utilizing audio-codecs for data augmentation
In: IEEE 22nd International Workshop on Multimedia Signal Processing: MMSP 2020 : Tampere, Finland, September 21-24, 2020 - [Piscataway, NJ]: IEEE . - 2020

Modell- und datengestützte Echtzeitlokalisierung von Leckagen in Fernwärmenetzen anhand verrauschter Messdaten
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]

SIMFIC - an explainable book search companion
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

Welcome to MuC 20, the Conference on Mensch und Computer 2020, held from September 6 to 9 at the University of Magdeburg, Germany!
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

German speech recognition system using DeepSpeech
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

Mensch und Computer 2020 - Tagungsband
In: New York, New York: The Association for Computing Machinery, Inc., 2020, 1 Online-Ressource

Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2006.02570, insgesamt 16 Seiten

DS6: deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2006.10802, insgesamt 13Seiten

CHAOS challenge - combined (CT-MR) healthy abdominal organ segmentation
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2001.06535, insgesamt 19 Seiten

Comparison between the usage of same and different variable density undersampling patterns for Deep Learning based MRI Reconstruction
In: 4th Image-Guided Interventions Conference: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019

Comparison of optimization methods for few view CT using deep learning
In: 4th Image-Guided Interventions Conference: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019, insges. 2 S.

A deep learning approach for reconstruction of undersampled Cartesian and Radial data
In: Konferenz: ESMRMB 2019, Rotterdam, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019

CHAOS challenge - team OvGU MEMoRIAL
In: Symposium:IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, Apr 11, 2019, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019

Detecting sub-image replicas - retrieval and localization of zoomed-in images
In: Computer Analysis of Images and Patterns - Cham: Springer, S. 257-268, 2019 - (Image Processing, Computer Vision, Pattern Recognition, and Graphics; 11679)

An amharic syllable-based speech corpus for continuous speech recognition
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)

The ISMIR explorer - a visual interface for exploring 20 years of ISMIR publications
In: ISMIR 2019 - International Society for Music Information Retrieval, 2019; Flexer, Arthur . - 2019, S. 754-760

Fact-finding or exploration - identifying latent behavior clusters in users search activities
In: IEEE SMC 2019: IEEE International Conference on Systems, Man, and Cybernetics, 6-9 October 2019, Bari, Italy - IEEE, S. 1465-1471

Automatic recognition of common Arabic handwritten words based on OCR and N-GRAMS
In: IEEE Xplore digital library/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE, 2000 . - 2018, S. 3625-3629

The power of ensembles for active learning in image classification
In: 2018 IEEE/CVF Conference on Computer Vision andPattern Recognition - Piscataway, NJ: IEEE [Konferenz: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Salt Lake City, UT, USA, 18-23 June 2018] unter URL: http://dx.doi.org/10.1109/CVPR.2018.00976

Exploration of web search results based on the formal concept analysis
In: Semantic keyword-based search on structured data sources: third International KEYSTONE Conference, IKC 2017, Gdańsk, Poland, September 11-12, 2017, revised selected papers and COST action IC1302 reports - Cham: Springer International Publishing, S. 123-135, 2018 - (Lecture Notes in Computer Science; 10546)

Contemporary amharic corpus - automatically morpho-syntactically tagged amharic corpus
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

Portable spelling corrector for a less - resourced language - amharic
In: LREC 2018: eleventh International Conference on Language Resources and Evaluation : May 7-12, 2018, Miyazaki, Japan - Paris: European Language Resources Association, ELRA, S. 4127-4132

The effect of motivational goals on information search for tasks of varying complexity levels
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

Significance of feature differences in the distinction of mental-load
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

On the application of hidden Markov models for signal decoding in the context of brain computer interfaces
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]

A parallel corpus for amharicenglish machine translation
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)

Search engine for children - user-centered design
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 unter URL: http://dx.doi.org/10.1007/s13222-016-0242-5

Near-duplicate retrieval - a benchmark study of modified SIFT descriptors
In: Pattern Recognition Applications and Methods - Cham: Springer, 2017 . - 2017, S. 121-138 - (Lecture Notes in Computer Science; 10163)

The effect of SIFT features properties in descriptors matching for near-duplicate retrieval tasks
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

Modeling aspects in human-computer interaction - adaptivity, user characteristics and evaluation
In: Companion technology - a paradigm shift in human-technology interaction: a paradigm shift in human-technology interaction - Cham: Springer, 2017 . - 2017, S. 57-58

Exploration or fact-finding - inferring user's search activity just in time
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

Model-based frameworks for user adapted information exploration - an overview
In: Companion technology : a paradigm shift in human-technology interaction - Cham : Springer, S. 37-56, 2017 unter URL: http://dx.doi.org/10.1007/978-3-319-43665-4_3

Exploring large movie collections - comparing visual berrypicking and traditional browsing
In: MultiMedia Modeling - Cham: Springer, 2017 . - 2017, S. 198-208

Towards identifying user intentions in exploratory search using gaze and pupil tracking
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

Unsupervised extraction of conceptual keyphrases from abstracts
In: Semantic Keyword-Based Search on Structured Data Sources - Cham: Springer, 2017 . - 2017, S. 37-48 - (Lecture Notes in Computer Science; 10151)

Identifying innovative documents - quo vadis?
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

Inferring user's search activity using interaction logs and gaze data
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Supporting mobile web search by ontology-based categorization.
In: Fisseni, Bernhard (Hrsg.) ; ... (Hrsg.): Sprachtechnologie, mobile Kommunikation und linguistische Ressourcen : Beiträge zur GLDV-Tagung 2005 in Bonn. Frankfurt am Main : Lang, 2005, S. 28 - 41 (Sprache, Sprechen, Computer 8)

Experiments in document clustering using cluster specific term weights.
In: Stein, B. (Hrsg.) ; Meyer zu Eissen, S. (Hrsg.) ; Nuernberger, A. (Hrsg.): Machine learning and interaction for text-based information retrieval, TIR-04 (KI 2004 workshop located at the 27th German conference on artificial intelligence, Ulm September 21, 2004). - workshop proceedings. Ulm, 2004, S. 55 - 68

Fast fuzzy clustering of web page collections.
In: Gori, M. (Hrsg.) ; Ceci, M. (Hrsg.) ; Nanni, M. (Hrsg.): Statistical approaches for web mining, SAWM (Workshop W1 at the ECML/PKDD 2004 conference Pisa, Italy, September 20-24, 2004). - workshop proceedings. Pisa, 2004, S. 75 - 86 (SAWM)

Experiments in term weighting and keyword extraction in document clustering.
In: Abdecker, A. (Hrsg.) ; Bickel, S. (Hrsg.) ; ... (Hrsg.): Lernen, Wissensentdeckung, Adaptivität (Workshopwoche Berlin 4.-6. Oktober 2004). Berlin, 2004, S. 123 - 130 (LWA 2004)

Improving ontology-based sense folder classification of document collections with clustering methods.
In: Nürnberger, A. (Hrsg.) ; Detyniecki, M. (Hrsg.) ; Joly, Ph. (Hrsg.): Adaptive multimedia retrieval, AMR 2004 (2nd international workshop, W13 at ECAI 2004, Valencia, Spain, 23-27 August 2004). Magdeburg, 2004, S. 72 - 86 (AMR 2004)

A search interface for context based categorization of result sets.
In: ELITE Foundation (Hrsg.): Intelligent technologies, hybrid systems and their implementation on smart adaptive systems, eunite 2004 (European symposium Aachen, Germany June 10-12, 2004). - final programme & proceedings (Abstracts + CD). Aachen : Verlag Mainz, Wissenschaftsverlag, 2004, [Elektronische Ressource] (eunite 2004)

Adaptive user support in information retrieval systems.
In: Biethahn, J. (Hrsg.) ; Lackner, A. (Hrsg.) ; Nissen, V. (Hrsg.): Information-Mining und Wissensmanagement in Wissenschaft und Wirtschaft (7. Göttinger Symposium Soft Computing Göttingen 29. Juni 2004). - Tagungsband. Göttingen : Univ., 2004, S. 111 - 125

Ontology-based semantic online classification of documents : supporting users in searching the web.
In: ELITE Foundation (Hrsg.): Intelligent technologies, hybrid systems and their implementation on smart adaptive systems, eunite 2004 (European symposium Aachen, Germany June 10-12, 2004). - final programme & proceedings (Abstracts + CD). Aachen : Verlag Mainz, Wissenschaftsverlag, 2004, [Elektronische Ressource] (eunite 2004)

Approximation of dynamic systems using recurrent neuro-fuzzy techniques.
In: Soft computing [Berlin] 8(2004), Nr. 6, S. 428 - 448

Multimedia retrival : fundamental techniques and principles of adaptivity.
In: Künstliche Intelligenz : KI [Bremen](2004), Nr. 4, S. 5 - 10

User adaptive categorization of document collections.
In: Nürnberger, Andreas (Hrsg.) ; Detyniecki, Marcin (Hrsg.): Adaptive multimedia retrieval : AMR 2003 (first international workshop, Hamburg, Germany, September 2003). - revised selected and invited papers. Berlin : Springer, 2004, S. 87 - 98 (Lecture notes in computer science 3094)

Soft computing and information organization.
In: Nikravesh, M. (Hrsg.) ; Azvine, B. (Hrsg.) ; Yager, R. (Hrsg.) ; Zadeh, L. A. (Hrsg.): Enhancing the power of theinternet. Berlin : Springer, 2004, S. 347 - 358 (Studies in fuzziness and soft computing 139)

User adaptive categorization of document collections.
In: Nürnberger, Andreas (Hrsg.) ; Detyniecki, Marcin (Hrsg.): Adaptive multimedia retrieval, AMR 2003 (1st international workshop Hamburg, Germany 15-16 September 2003). - working notes. Magdeburg, 2003, S. 95 - 106

User adaptive clustering and visualization of document collections.
In: Rossiter, Jonathan, M. (Hrsg.) ; Martin, Trevor P. (Hrsg.): Computational intelligence, UKCI-2003 (2003 UK workshop Bristol, UK 1-3 September, 2003). - proceedings. Bristol : Univ., 2003, S. 157 - 163

Information Retrieval : intelligente Wettbewerbsinformationssysteme.
In: mesh : Magazin für Wissens- und Informationsdiskurs [Holzkirchen](2003), Nr. 12, S. 10 - 13

Information Retrieval.
In: mesh : Magazin für Wissens- und Informationsdiskurs [Holzkirchen](2003), Nr. 6, S. 10

A hierarchical recurrent neuro-fuzzy model for system identification.
In: International journal of approximate reasoning [New York, NY] 32(2003), Nr. 2/3, S. 153 - 170

Clustering of document collections to support interactive text exploration.
In: Schwaiger, M. (Hrsg.) ; Opitz, O. (Hrsg.): Exploratory data analysis in empirical research (The 25th annual conference of the Gesellschaft für Klassifikation Munich, March 14 - 16, 2001). - proceedings. Berlin : Springer, 2003, S. 257 - 265 (Annual conference of Gesellschaft für Klassifikation 25)

Self-organizing maps for interactive search in document databases.
In: Szczepaniak, P. S. (Hrsg.) ; ... (Hrsg.): Intelligent exploration of the web. Heidelberg : Physica-Verl., 2003, S. 118 - 134 (Studies in fuzziness and soft computing 111)

A hybrid approach to learn recurrent fuzzy systems.
In: Walker, Ellen L. (Hrsg.) ; North American Fuzzy Information Processing Society (Veranst.): NAFIPS 2003 (22nd international conference of the North American Fuzzy Information Processing Society Chicago, USA, July 24 - 26, 2003). - proceedings. Piscataway, NJ : IEEE Service Center, 2003, S. 353 - 358 (NAFIPS 2003)

Weighted self-organizing maps : incorpating user feedback.
In: Kaynak, Okyay (Hrsg.) ; ... (Hrsg.): Artificial neural networks and neural information processing, ICANN/ICONIP 2003 (Joint international conference Istanbul, Turkey, June 26- 29, 2003). - proceedings. Berlin : Springer, 2003, S. 883 - 890 (Lecture notes in computer science 2714)

NHL25and NHL3, two NDR1/HIN1-like genes in Arabidopsis thaliana with potential role(s) in plant defense
In: Molecular Plant-Microbe Interactions, Vol. 15, Issue 6, S. 608-616, ISSN 08940282, 2002

Neural net approaches.
In: Klösgen, Willi (Hrsg.) ; Zytkow, Jan (Hrsg.): Handbook of data mining and knowledge discovery. Oxford : OUP, 2002, part C5.1.8 , S. 304 - 317

Improving clustering and visualization of multimedia data using interactive user feedback.
In: Université de Savoie, France (Hrsg.): Information processing and management of uncertainty in knowledge-based systems, IPMU 2002 (Ninth international conference Annecy - France July 1-5, 2002). - proceedings. Vol.2. Juillet : ESIA, 2002, S. 993 - 999

Neuro-fuzzy approach to forecast returns of scrapped products to recycling and remanufacturing.
In: Knowledge-based system [Guildford, Surrey] 15(2002), S. 119 - 128

A neuro-fuzzy approach to optimize hierarchical reccurent fuzzy systems.
In: Fuzzy optimization and decision making [Dordrecht] 1(2002), Nr. 2, S. 221 - 248

SomAccess : ein Softwareprototyp zur interaktiven Navigation in Textdatenbanken.
In: Künstliche Intelligenz : KI [Bremen] 16(2002), Nr. 3, S. 59 - 64

Interactive retrieval of multimedia objects based on self-organising maps.
In: European Society for Fuzzy Logic and Technology (Veranst.) ; De Montfort University Leicester (Veranst.): Fuzzy logic and technology, Eusflat 2001 (An international conference Leivester, UK 5-7 September 2001). - proceedings. Leicester, 2001, S. 377 - 380

Using recurrent neuro-fuzzy techniques for the identification and simulation of dynamics systems.
In: Neurocomputing [Amsterdam] 36(2001), S. 123 - 147

Data mining with neuro-fuzzy models.
In: Kandel, Abraham (Hrsg.) ; Last, Mark (Hrsg.) ; Bunke, Horst (Hrsg.): Data mining and computational intelligence. Heidelberg : Springer, 2001, S. 1 - 36 (Studies in fuzziness and soft computing 68)

A hierarchical recurrent neuro-fuzzy system.
In: Smith, Michael H. (Hrsg.) ; NAFIPS (Veranst.) ; IEEE (Veranst.): Joint 9th IFSA world congress and 20th NAFIPS international conference (Vancouver, Canada July 25 - 28, 2001). final programm and abstracts. Piscataway, NJ : IEEE Operations Center, 2001, paper 249, S. 293. - Vollst. Beitrag auf CD-ROM

Hybrid approach to forecast returns of scrapped products to recycling and remanufacturing.
In: International Society of Information Fusion ISIF (Veranst.): Fusion 2000 (Third international conference on information fusion Paris July 10-13, 2000). - proceedings. vol. 1. Sunnyvale : ISIF, 2000, S. TuB5-22 - TuB5-28

Interaktive Textsuche basierend auf Dokumentenähnlichkeiten.
In: Hartmann, G. K. ; ... : DUST-2 : besserer interaktiver Zugang zu Informationen der Erdatmosphäre. Katlenburg-Lindau : Max-Planck-Inst. für Aeronomie, 2000, o. S.. Beitrag auf CD-ROM

Interactive text retrieval based on document similarities.
In: Physics and chemistry of the earth, A = solid earth and geodesy [Oxford] 25(2000), Nr. 8, S. 649 - 654

Elastodynamic shape modeler: a tool for defining the deformation behavior of virtual tissues.
In: Radiographics [Easton, Pa] 20(2000), Nr. 3, S. 865 - 881

Analyzing borders between partially contradicting fuzzy classification rules.
In: Whalen, Thomas (Hrsg.): PeachFuzz 2000 (19th international conference of the North American Fuzzy Information Processing Society - NAFIPS Atlanta, Georgia July 13-15, 2000). Piscataway, NJ : IEEE Service Center, 2000, S. 59 - 63 (NAFIPS 2000)

Effects of antecedent pruning in fuzzy classification systems.
In: Howlett, R. J. (Hrsg.) ; Jain, L. C. (Hrsg.): Knowledge-based intelligent engineering systems & allied technologies, KES\'2000 (Fourth international conference Brighton, UK 30 August - 1 September 2000). - proceedings. vol. 1. Piscataway, NJ : IEEE Service Center, 2000, session A5, S. 154 - 157 (KES 4)