Andere Veröffentlichungen
2025
Begutachteter Zeitschriftenartikel
A generic taxonomy for steganography methods
Wendzel, Steffen; Caviglione, Luca; Mazurczyk, Wojciech; Mileva, Aleksandra; Dittmann, Jana; Krätzer, Christian; Lamshöft, Kevin; Vielhauer, Claus; Hartmann, Laura; Keller, Jörg; Neubert, Tom; Zillien, Sebastian
In: ACM computing surveys / Association for Computing Machinery - New York, NY : Association for Computing Machinery, Bd. 57 (2025), Heft 9, S. 1-37
Challenges and opportunities for statistics in the era of data science
Kirch, Claudia; Lahiri, Soumendra; Binder, Harald; Brannath, Werner; Cribben, Ivor; Dette, Holger; Doebler, Philipp; Feng, Oliver; Gandy, Axel; Greven, Sonja; Hammer, Barbara; Harmeling, Stefan; Hotz, Thomas; Kauermann, Göran; Krause, Joscha; Krempl, Georg; Nieto-Reyes, Alicia; Okhrin, Ostap; Ombao, Hernando; Pein, Florian; Pešta, Michal; Politis, Dimitris; Qin, Li-Xuan; Rainforth, Tom; Rauhut, Holger; Reeve, Henry; Salinas, David; Schmidt-Hieber, Johannes; Scott, Clayton; Segers, Johan; Spiliopoulou, Myra; Wilhelm, Adalbert; Wilms, Ines; Yu, Yi; Lederer, Johannes
In: Harvard data science review - Cambridge, MA : MIT Press, Bd. 7 (2025), Heft 2, S. 50
Enhancing early indoor fire detection using indicative patterns in multivariate time series data based on multi-sensor nodes
Vorwerk, Pascal; Wahba, Ismail; Spiliopoulou, Myra
In: Journal of building engineering - Amsterdam [u.a.] : Elsevier, Bd. 111 (2025), Artikel 113417, insges. 16 S.
A generic taxonomy for steganography methods
Wendzel, Steffen; Caviglione, Luca; Mazurczyk, Wojciech; Mileva, Aleksandra; Dittmann, Jana; Krätzer, Christian; Lamshöft, Kevin; Vielhauer, Claus; Hartmann, Laura; Keller, Jörg; Neubert, Tom; Zillien, Sebastian
In: ACM computing surveys / Association for Computing Machinery - New York, NY : Association for Computing Machinery . - 2025, insges. 35 S.
MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision
Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, Viet Duc; Memon, Afaque R.; Schlachta, Christopher; Ribaupierre, de Sandrine; Patel, Rajni V.; Eagleson, Roy; Chen, Xiaojun; Mächler, Heinrich; Kirschke, Jan; Rosa, de la Ezequiel; Christ, Patrick Ferdinand; Li, Hongwei Bran; Ellis, David G.; Aizenberg, Michele R.; Gatidis, Sergios; Küstner, Thomas; Shusharina, Nadya; Heller, Nicholas; Andrearczyk, Vincent; Depeursinge, Adrien; Hatt, Mathieu; Sekuboyina, Anjany; Löffler, Maximilian; Liebl, Hans; Dorent, Reuben; Vercauteren, Tom; Shapey, Jonathan; Kujawa, Aaron; Cornelissen, Stefan; Langenhuizen, Patrick; Ben-Hamadou, Achraf; Rekik, Ahmed; Pujades, Sergi; Boyer, Edmond; Bolelli, Federico; Grana, Costantino; Lumetti, Luca; Salehi, Hamidreza; Ma, Jun; Zhang, Yao; Gharleghi, Ramtin; Beier, Susann; Sowmya, Arcot; Garza-Villarreal, Eduardo A.; Balducci, Thania; Angeles-Valdez, Diego; Souza, Roberto; Rittner, Leticia; Frayne, Richard; Ji, Yuanfeng; Ferrari, Vincenzo; Chatterjee, Soumick; Dubost, Florian; Schreiber, Stefanie; Mattern, Hendrik; Speck, Oliver; Haehn, Daniel; John, Christoph; Nürnberger, Andreas; Pedrosa, João; Ferreira, Carlos; Aresta, Guilherme; Cunha, António; Campilho, Aurélio; Suter, Yannick; Garcia, Jose; Lalande, Alain; Vandenbossche, Vicky; Oevelen, van Aline; Duquesne, Kate; Mekhzoum, Hamza; Vandemeulebroucke, Jef; Audenaert, Emmanuel; Krebs, Claudia; Leeuwen, van Timo; Vereecke, Evie; Heidemeyer, Hauke; Röhrig, Rainer; Hölzle, Frank; Badeli, Vahid; Krieger, Kathrin; Gunzer, Matthias; Chen, Jianxu; Meegdenburg, van Timo; Dada, Amin; Balzer, Miriam; Fragemann, Jana; Jonske, Frederic; Rempe, Moritz; Malorodov, Stanislav; Bahnsen, Fin Hendrik; Seibold, Constantin; Jaus, Alexander; Marinov, Zdravko; Jaeger, Paul F.; Stiefelhagen, Rainer; Santos, Ana Sofia; Lindo, Mariana; Ferreira, André; Alves, Victor; Kamp, Michael; Abourayya, Amr; Nensa, Felix; Hörst, Fabian; Brehmer, Alexander; Heine, Lukas; Hanusrichter, Yannik; Weßling, Martin; Dudda, Marcel; Podleska, Lars Erik; Fink, Matthias A.; Keyl, Julius; Tserpes, Konstantinos; Kim, Moon Sung; Elhabian, Shireen; Lamecker, Hans; Zukić, Dženan; Paniagua, Beatriz; Wachinger, Christian; Urschler, Martin; Duong, Luc; Wasserthal, Jakob; Hoyer, Peter F.; Basu, Oliver; Maal, Thomas; Witjes, Max J. H.; Schiele, Gregor; Chang, Ti-Chiun; Ahmadi, Seyed-Ahmad; Luo, Ping; Menze, Bjoern; Reyes, Mauricio; Deserno, Thomas M.; Davatzikos, Christos; Puladi, Behrus; Fua, Pascal; Yuille, Alan L.; Kleesiek, Jens Philipp; Egger, Jan
In: Biomedical engineering - Berlin [u.a.] : de Gruyter, Bd. 70 (2025), Heft 1, S. 71-90
SBC-SHAP - increasing the accessibility and interpretability of machine learning algorithms for sepsis prediction
Walke, Daniel; Steinbach, Daniel; Kaiser, Thorsten; Schönhuth, Alexander; Saake, Gunter; Broneske, David; Heyer, Robert
In: Journal of applied laboratory medicine - Washington, DC : American Association for Clinical Chemistry, AACC, Bd. 10 (2025), Heft 5, S. 1226-1240
Edges are all you need - Potential of medical time series analysis on complete blood count data with graph neural networks
Walke, Daniel; Steinbach, Daniel; Gibb, Sebastian; Kaiser, Thorsten; Saake, Gunter; Ahrens, Paul C.; Broneske, David; Heyer, Robert
In: PLOS ONE - San Francisco, California, US : PLOS, Bd. 20 (2025), Heft 7, Artikel e0327636, insges. 20 S.
2024
Begutachteter Zeitschriftenartikel
Exploring the predictive factors of heart disease using rare association rule mining
Darrab, Sadeq; Broneske, David; Saake, Gunter
In: Scientific reports - [London] : Springer Nature, Bd. 14 (2024), Artikel 18178, insges. 26 S.
Deformable 3D/3D CT-to-digital-tomosynthesis image registration in image-guided bronchoscopy interventions
Saad, Fatima; Frysch, Robert; Saalfeld, Sylvia; Kellnberger, Stephan; Schulz, Jessica; Fahrig, Rebecca; Bhadra, Krish; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 171 (2024), Artikel 108199, insges. 13 S.
Identifying older adults at risk for dementia based on smartphone data obtained during a wayfinding task in the real world
Marquardt, Jonas; Mohan, Priyanka; Spiliopoulou, Myra; Glanz, Wenzel; Butryn, Michaela; Kühn, Esther; Schreiber, Stefanie; Maass, Anne; Diersch, Nadine
In: PLOS digital health - San Francisco, CA : PLoS, Bd. 3 (2024), Heft 10, Artikel e0000613, insges. 29 S.
Deep Reinforcement Learning for Solving Allocation Problems in Supply Chain: An Image-Based Observation Space
Nahhas, Abdulrahman; Kharitonov, Andrey; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 232 (2024), insges. 10 S.
Hyper-parameter Optimization in the context of Smart Manufacturing: a Systematic Literature Review
Chernigovskaya, Maria; Nahhas, Abdulrahman; Kharitonov, Andrey; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 232 (2024), S. 804-812
Clustering graph data: the roadmap to spectral techniques
Mondal, Rahul; Ignatova, Evelina; Walke, Daniel; Broneske, David; Saake, Gunter; Heyer, Robert
In: Discover artificial intelligence - [Cham] : Springer International Publishing, Bd. 4 (2024), Heft 1, insges. 22 S.
Towards hybrid-cloud infrastructure composition for SAP systems landscapes in smart manufacturing
Kharitonov, Andrey; Nahhas, Abdulrahman; Müller, Hendrik; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 232 (2024), S. 2376-2385
The application of data science at original equipment manufacturers - a literature review
Haertel, Christian; Donat, Vincent; Staegemann, Daniel; Daase, Christian; Finkendei, Marco; Turowski, Klaus
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 114584-114600
Generating feature models with UVL's full expressiveness
Sundermann, Chico; Heß, Tobias; Sundermann, Rahel; Kuiter, Elias; Krieter, Sebastian; Thüm, Thomas
In: Proceedings of the 28th ACM International Systems and Software Product Line Conference - [Erscheinungsort nicht ermittelbar] : Association for Computing Machinery ; Cordy, Maxime . - 2024, S. 61-65 [Konferenz: 28th ACM International Systems and Software Product Line Conference, SPLC'24, Dommeldange, Luxembourg, September 2 - 6, 2024]
On the benefits of knowledge compilation for feature-model analyses
Sundermann, Chico; Kuiter, Elias; Heß, Tobias; Raab, Heiko; Krieter, Sebastian; Thüm, Thomas
In: Annals of mathematics and artificial intelligence - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 92 (2024), Heft 5, insges. 38 S.
Joining of data-driven forensics and multimedia forensics - practical application on DeepFake image and video data
Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana
In: International journal on advances in security - [Comar]: IARIA Journals : [Verlag nicht ermittelbar], Bd. 17 (2024), Heft 1/2, S. 29-43
Media forensic considerations of the usage of artificial intelligence using the example of DeepFake detection
Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 2, Artikel 46, insges. 19 S.
VesselBoost - a python toolbox for small blood vessel segmentation in human magnetic resonance angiography data
Xu, Marshall; Ribeiro, Fernanda L.; Barth, Markus; Bernier, Michaël; Bollmann, Steffen; Chatterjee, Soumick; Cognolato, Francesco; Gulban, Omer F.; Itkyal, Vaibhavi; Liu, Siyu; Mattern, Hendrik; Polimeni, Jonathan R.; Shaw, Thomas B.; Speck, Oliver; Bollmann, Saskia
In: Aperture Neuro - Organization for Human Brain Mapping . - 2024, Heft 4, insges. 13 S.
Grand management information design as a dynamic capability for the twin transformation
Vázquez Varela, Guillermo; Arndt, Hans-Knud
In: GI-Edition. Proceedings / Gesellschaft für Informatik - Bonn : Ges. für Informatik . - 2024, S. 37-44
Training and validating a treatment recommender with partial verification evidence
Unnikrishnan, Vishun; Puga, Clara; Schleicher, Miro; Niemann, Uli; Langguth, Berthold; Schoisswohl, Stefan; Mazurek, Birgit; Cima, Rilana; Lopez-Escamez, Jose Antonio; Kikidis, Dimitris; Vellidou, Eleftheria; Pryss, Ruediger; Schlee, Winfried; Spiliopoulou, Myra
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 160 (2025), Artikel 103062, insges. 13 S.
Beyond Nyquist - a comparative analysis of 3D deep learning models enhancing MRI resolution
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Ashoka, Anitha Bhat Talagini; Vasudeva, Mayura Gurjar Cheepinahalli; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Tummala, Pavan; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 9, Artikel 207, insges. 34 S.
Heterogeneity in response to treatment across tinnitus phenotypes
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Spiliopoulou, Myra; Mazurek, Birgit
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 14 (2024), Artikel 2111, insges. 11 S.
An evolutionary algorithm with heuristic operator for detecting protein complexes in protein interaction networks with negative controls
Abbas, Mustafa N.; Attea, Bara’a A.; Broneske, David; Saake, Gunter
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 28873-28897
Explaining the business-technological age of legacy information systems
Rosenkranz, Sebastian; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 84579-84611
Exploiting shared sub-expression and materialized view reuse for multi-query optimization
Gurumurthy, Bala; Bidarkar, Vasudev Raghavendra; Broneske, David; Pionteck, Thilo; Saake, Gunter
In: Information systems frontiers - Dordrecht [u.a.] : Springer Science + Business Media B.V . - 2024, insges. 16 S. [Online first]
Parsimonious predictors for medical decision support - minimizing the set of questionnaires used for tinnitus outcome prediction
Schleicher, Miro; Brüggemann, Petra; Böcking, Benjamin; Niemann, Uli; Mazurek, Birgit; Spiliopoulou, Myra
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science, Bd. 239 (2024), Artikel 122336
Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Krug, Valerie; Khatun, Rupali; Mishra, Rahul; Desai, Nirja; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 2, Artikel 45, insges. 22 S.
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 99122-99136
Filtering useful app reviews using Naïve Bayes - which Naïve Bayes?
Ataei, Pouya; Regula, Sri; Staegemann, Daniel; Malgaonkar, Saurabh
In: AI - Basel : MDPI, Bd. 5 (2024), Heft 4, S. 2237-2259
A case study on the development of the German Corona-Warn-App
Enaya, Mohamad Fawaz; Klingbeil, Thomas; Krüger, Jacob; Broneske, David; Feinbube, Frank; Saake, Gunter
In: The journal of systems and software - Amsterdam [u.a.] : Elsevier, Bd. 213 (2024), Artikel 112020, insges. 13 S.
2023
Abstrakt
Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss
Chatterjee, Soumick; Varma Chintalapati, Karthikesh; Radhakrishna, Chethan; Ram Kumar, Sri Chandana Hudukula; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 3769 [Meeting: ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, 03-08 June 2023]
Predicting the chance for being at-risk of AD based on smartphone data obtained during an everyday wayfinding task in the real world
Marquardt, Jonas; Mohan, Priyanka; Spiliopoulou, Myra; Glanz, Wenzel; Butryn, Michaela; Kühn, Esther; Schreiber, Stefanie; Maass, Anne; Diersch, Nadine
In: Alzheimer's and dementia - Hoboken, NJ : Wiley, Bd. 19 (2023), Heft Suppl. 18, Artikel e072058, insges. 4 S.
Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space
Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 4955
Exploiting the inter-rater disagreement to improve probabilistic segmentation
Chatterjee, Soumick; Gaidzik, Franziska; Sciarra, Alessendro; Mattern, Hendrik; Gabor, Janiga; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 0810
Aufsatz
Evaluating Prototypes and Criticisms for Explaining Clustered Contributions in Digital Public Participation Processes
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: Deep Learning Theory and Applications , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Conte, Donatello, S. 434-455
Supporting the Exploration and Analysis of Public Participation Process Data with Rankings and Clusterings
Schütz, Lars; Bade, Korinna; Nürnberger, Andreas
In: NWK 2023 - Tagungsband zur 23. Nachwuchswissenschaftler*innenkonferenz , 2023 - Wernigerode : Hochsch. Harz ; Stolzenburg, Frieder, S. 317-324, 1 Online-Ressource (7 Seiten)
Begutachteter Zeitschriftenartikel
Stability of mental motor-imagery classification in EEG depends on the choice of classifier model and experiment design, but not on signal preprocessing
Rosenfelder, Martin Justinus; Spiliopoulou, Myra; Hoppenstedt, Burkhard; Pryss, Rüdiger; Fissler, Patrick; Piedra Walter, Mario della; Kolassa, Iris-Tatjana; Bender, Andreas
In: Frontiers in computational neuroscience - Lausanne : Frontiers Research Foundation, Bd. 17 (2023), S. 1-18, Artikel 1142948
Out-of-the-box library support for DBMS operations on GPUs
Subramanian, Harish Kumar Harihara; Gurumurthy, Balasubramanian; Durand, Gabriel Campero; Broneske, David; Saake, Gunter
In: Distributed and parallel databases - New York, NY [u.a.] : Consultants Bureau, Bd. 41 (2023), Heft 3, S. 489-509
On the integration of Google cloud and SAP HANA for adaptive supply chain in retailing
Nahhas, Abdulrahman; Haertel, Christian; Daase, Christian; Volk, Matthias; Ramesohl, Achim; Steigerwald, Heiko; Zeier, Alexander; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 217 (2023), S. 1857-1866
The importance of graph databases and graph learning for clinical applications
Walke, Daniel; Micheel, Daniel; Schallert, Kay; Muth, Thilo; Broneske, David; Saake, Gunter; Heyer, Robert
In: Database - Oxford : Oxford University Press, Bd. 2023 (2023), Artikel baad045, insges. 20 S.
Reliability estimation and optimization of a smart meter architecture using a Monte Carlo simulation
Altenburg, Tobias; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: SN Computer Science - Singapore : Springer Singapore, Bd. 4 (2023), Heft 5, Artikel 438, insges. 12 S.
Pros and cons of comparing and combining hand-crafted and neural network based DeepFake detection based on eye blinking behavior
Siegel, Dennis; Seidlitz, Stefan; Krätzer, Christian; Dittmann, Jana
In: Electronic imaging - Springfield, VA : Society for Imaging Sciences and Technology, Bd. 35 (2023), S. 378-1-378-6, Artikel MWSF-378
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
Leveraging educational blogging to assess the impact of collaboration on knowledge creation
Obionwu, Victor; Broneske, David; Saake, Gunter
In: International Journal of Information and Education Technology - Singapore : IACSIT Press, Bd. 13 (2023), Heft 5, S. 785-791
Defending informational sovereignty by detecting deepfakes? - opportunities and risks of an AI-based detector for deepfakes-based disinformation and illegal activities
Tahraoui, Milan; Krätzer, Christian; Dittmann, Jana; Aden, Hartmut
In: Weizenbaum journal of the digital society - Berlin : Weizenbaum Institute for the Networked Society - the German Internet Institute, Bd. 3 (2023), Heft 2, insges. 29 S.
Prediction meets time series with gaps - user clusters with specific usage behavior patterns
Schleicher, Miro; Unnikrishnan, Vishnu; Pryss, Rüdiger; Schobel, Johannes; Schlee, Winfried; Spiliopoulou, Myra
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 142 (2023), Artikel 102575
Privacy-friendly datasets of synthetic fingerprints for evaluation of biometric algorithms
Makrushin, Andrey; Mannam, Venkata; Dittmann, Jana
In: Applied Sciences - Basel : MDPI, Bd. 13 (2023), Heft 18, Artikel 10000, insges. 25 S.
GUCCI - Guided Cardiac Cohort Investigation of blood flow data
Meuschke, Monique; Niemann, Uli; Behrendt, Benjamin; Gutberlet, Matthias; Preim, Bernhard; Lawonn, Kai
In: IEEE transactions on visualization and computer graphics / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 29 (2023), Heft 3, S. 1876-1892
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
Editorial: Smart mobile data collection in the context of neuroscience, volume II
Pryss, Rüdiger; Schlee, Winfried; Reichert, Manfred; Probst, Thomas; Langguth, Berthold; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 17 (2023), insges. 3 S.
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
Morpheme-based neural machine translation models for low-resource fusion languages
Gezmu, Andargachew Mekonnen; Nürnberger, Andreas
In: ACM transactions on Asian and low-resource language information processing / Association for Computing Machinery - New York, NY : ACM, Bd. 22 (2023), Heft 9, Artikel 231, insges. 13 S.
A survey on synthetic biometrics
Makrushin, Andrey; Uhl, Andreas; Dittmann, Jana
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 11 (2023), S. 33887 - 33899
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
Synthetische Daten in der Biometrie - sind echte biometrische Datensätze ersetzbar durch synthetische?
Makrushin, Andrey; Dittmann, Jana
In: Datenschutz und Datensicherheit - Wiesbaden: Springer Gabler, Bd. 47 (2023), 1, S. 22-26
Creation of a framework and a corresponding tool enabling the test-driven development of microservices
Daase, Christian; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: Journal of software - Oulu : Academy Publisher, Bd. 18 (2023), Heft 1, S. 55-69
Following the digital thread - a cloud-based observation
Daase, Christian; Haertel, Christian; Nahhas, Abdulrahman; Volk, Matthias; Steigerwald, Heiko; Ramesohl, Achim; Schneider, Bernd; Zeier, Alexander; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 217 (2023), S. 1867-1876
A cost-based multi-layer network approach for the discovery of patient phenotypes
Puga, Clara; Niemann, Uli; Schlee, Winfried; Spiliopoulou, Myra
In: International journal of data science and analytics - Cham, Switzerland : Springer International Publishing . - 2023, insges. 21 S. [Online first]
Novel insights on atomic synchronization for sort-based group-by on GPUs
Gurumurthy, Bala; Broneske, David; Schäler, Martin; Pionteck, Thilo; Saake, Gunter
In: Distributed and parallel databases - New York, NY [u.a.] : Consultants Bureau . - 2023, insges. 23 S.
The statistical analysis plan for the unification of treatments and interventions for tinnitus patients randomized clinical trial (UNITI-RCT)
Simoes, Jorge Piano; Schoisswohl, Stefan; Schlee, Winfried; Basso, Laura; Bernal-Robledano, Alberto; Boecking, Benjamin; Cima, Rilana; Denys, Sam; Engelke, Milena; Escalera-Balsera, Alba; Gallego-Martinez, Alvaro; Gallus, Silvano; Kikidis, Dimitris; López-Escámez, Jose A.; Marcrum, Steven C.; Markatos, Nikolaos; Martin-Lagos, Juan; Martinez-Martinez, Marta; Mazurek, Birgit; Vassou, Evgenia; Jarach, Carlotta Micaela; Mueller-Locatelli, Nicolas; Neff, Patrick; Niemann, Uli; Omar, Hafez Kader; Puga, Clara; Schleicher, Miro; Unnikrishnan, Vishnu; Perez-Carpena, Patricia; Pryss, Rüdiger; Robles-Bolivar, Paula; Rose, Matthias; Schecklmann, Martin; Schiele, Tabea; Schobel, Johannes; Spiliopoulou, Myra; Stark, Sabine; Vogel, Carsten; Wunder, Nina; Zachou, Zoi; Langguth, Berthold
In: Trials - London : BioMed Central, Bd. 24 (2023), Artikel 472, insges. 13 S.
Decision tree learning in Neo4j on homogeneous and unconnected graph nodes from biological and clinical datasets
Mondal, Rahul; Do, Minh Dung; Ahmed, Nasim Uddin; Walke, Daniel; Micheel, Daniel; Bronske, David; Saake, Gunter; Heyer, Robert
In: BMC medical informatics and decision making - London : BioMed Central, Bd. 22 (2023), Heft S6, Artikel 347, insges. 12 S.
Human-in-control and quality assurance aspects for a benchmarking framework for DeepFake detection models
Krätzer, Christian; Siegel, Dennis; Seidlitz, Stefan; Dittmann, Jana
In: Electronic imaging - Springfield, VA : Society for Imaging Sciences and Technology, Bd. 35 (2023), S. 379-1-379-6, Artikel MWSF-379
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
Application of microservices patterns to big data systems
Ataei, Pouya; Staegemann, Daniel
In: Journal of Big Data - Berlin : SpringerOpen, Bd. 10 (2023), Artikel 56, insges. 49 S.
Monografie
Information search behavior profiles - analysis of search activities & behavior driven ranking
Schwerdt, Johannes; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2023, 1 Online-Ressource (xv, 212 Seiten, 4,85 MB)
2022
Abstrakt
Improvement of magnetic resonance (MR) imaging-based temperature-controlled hyperthermia by reconstructing highly undersampled MR acquisition
Khatun, Rupali; Chatterjee, Soumick; Hader, Michael; Schmidt, Manfred; Bert, Christoph; Wadepohl, M.; Fietkau, Rainer; Ott, Oliver; Nürnberger, Andreas; Gaipl, Udo; Frey, Benjamin
In: 34th Annual Meeting European Society for Hyperthermic Oncology - ESHO . - 2022, S. 73-74, Artikel L72 [Meeting: 34th Annual Meeting European Society for Hyperthermic Oncology, Gothenburg, Sweden, 14-17 September 2022]
Toward a lifecycle for data science - a literature review of data science process models
Haertel, Christian; Pohl, Matthias; Nahhas, Abdulrahman; Staegemann, Daniel; Turowski, Klaus
In: PACIS 2022 proceedings - Elsevier, Artikel paper number 1534 [Konferenz: Pacific Asia Conference on Information Systems, PACIS 2022, virtual, July 5-9, 2022]
Deep learning of brain spacetime to predict outcome of vision restoration therapy using non-invasive brain stimulation
Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: FENS Forum - FENS . - 2022, Artikel S04-576 [Forum: FENS Forum 2022, Paris, France, 09-13.07.2022]
Analysis of exhausted T cells, systemically enhanced cytokine levels ex vivo and machine learning facilitated search for ageing-related biomarkers
Beyer, Christian; Jamaludeen, Noor; Vogel, Katrin; Pierau, Mandy; Lingel, Holger; Meltendorf, Stefan; Spiliopoulou, Myra; Brunner-Weinzierl, Monika
In: Das Gesundheitswesen - Stuttgart [u.a.] : Thieme, Bd. 84 (2022), Heft 8/9, S. 846
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The threat of covert channels in network time synchronisation protocols
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The performance benefit of data analytics applications
Pohl, Matthias; Staegemann, Daniel Gunnar; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 201 (2022), S. 679-683 [Part of special issue: 13th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 5th International Conference on Emerging Data and Industry 4.0 (EDI40)]
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
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In: Applied Sciences - Basel : MDPI, Bd. 12 (2022), Heft 4, Artikel 1834, insges. 20 S.
Standardized clinical profiling in spanish patients with chronic tinnitus
Haro-Hernandez, Elisheba; Perez-Carpena, Patricia; Unnikrishnan, Vishnu; Spiliopoulou, Myra; Lopez-Escamez, Jose A.
In: Journal of Clinical Medicine - Basel : MDPI, Bd. 11 (2022), Heft 4, Artikel 978
Transferability of a battery cell end-of-life prediction model using survival analysis
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In: Energies - Basel : MDPI, Bd. 15 (2022), Heft 8, Artikel 2930, insges. 16 S.
Dimensions of tinnitus-related distress
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In: Brain Sciences - Basel : MDPI AG, Bd. 12 (2022), Heft 2, Artikel 275, insges. 13 S.
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In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 16 (2022), Artikel 818686, insges. 12 S.
StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
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In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 149 (2022), Artikel 106093
Process-driven modelling of media forensic investigations-considerations on the example of DeepFake detection
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Enriching videos with automatic place recognition in google maps
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XAI4EEG - spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series
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Predicting ecological momentary assessments in an app for tinnitus by learning from each user's stream with a contextual multi-armed bandit
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In: Sensors - Basel : MDPI, Bd. 22 (2022), Heft 24, Artikel 9785, insges. 26 S.
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Smartphone-guided educational counseling and self-help for chronic tinnitus
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Knock, knock, log - threat analysis, detection & mitigation of covert channels in syslog using port scans as cover
Lamshöft, Kevin; Neubert, Tom; Hielscher, Jonas; Vielhauer, Claus; Dittmann, Jana
In: Forensic Science International. Digital investigation - [Amsterdam] : Elsevier ScienceDirect, Bd. 40 (2022), Artikel 301335, insges. 9 S. [Selected papers of the Ninth Annual DFRWS Europe Conference]
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In: Brain Connectivity - New Rochelle, NY : Liebert, Bd. 12 (2022), Heft 8, S. 725-739
ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
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Monografiebeitrag
Automatic reading detection during online search sessions
Schwerdt, Johannes; Nürnberger, Andreas
In: Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization - New York, NY, United States : Association for Computing Machinery . - 2022, S. 13-17
2021
Abstrakt
Adjusting the acquisition parameters of spherical ellipse tomosynthesis scan orbit for guiding interventional bronchoscopy
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Nürnberger, Andreas; Lauritsch, Guenter; Rose, Georg
In: 5th Conference on Image-Guided Interventions (IGIC) , 2021 - Magdeburg : [Otto-von-Guericke University Magdeburg] ; Hansen, Christian *1980-*, S. 9-10 [Konferenz: 5th Conference on Image-Guided Interventions, IGIC 2021, Magdeburg, 13-14 October 2021]
DdoS - dynamic dual-channel U-Net for improving deep learning based super-resolution of abdominal dynamic MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magnetic resonance materials in physics, biology and medicine - Heidelberg : Springer, Bd. 34 (2021), Heft Suppl. 1, S. S44, Artikel S6.O3 [Meeting: 38th Annual Scientific Meeting, ESMRMB 2021, Online, 7-9 October 2021]
Anderes Material
Software product-line evaluation in the large
Lindohf, Robert; Krüger, Jacob; Herzog, Erik; Berger, Thorsten
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 26 (2021), Artikel 30, insges. 41 S.
Aufsatz
MPA_Pathway_Tool - user-friendly, automatic assignment of microbial community data on metabolic pathways
Walke, Daniel; Schallert, Kay; Ramesh, Prasanna; Benndorf, Dirk; Lange, Emanuel; Reichl, Udo; Heyer, Robert
In: International journal of molecular sciences - Basel : Molecular Diversity Preservation International, Bd. 22 (2021), Heft 20, Artikel 10992, insges. 12 S.
Fecal metaproteomics reveals reduced gut inflammation and changed microbial metabolism following lifestyle-induced weight loss
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In: Biomolecules - Basel : MDPI - Vol.11.2021, 5, 726, insgesamt 13 Seiten
An investigation of alternatives to transform protein sequence databases to a columnar index schema
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Entwicklung eines Konzepts zur Managementbewertung nach DIN EN ISO 9001
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A first metadata schema for learning analytics research data management
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SQLValidator - an online student playground to learn SQL
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In: Datenbank-Spektrum - Berlin : Springer, Bd. 21 (2021), S. 73-81
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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
Potential advantages and limitations of using information fusion in media forensics - a discussion on the example of detecting face morphing attacks
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In: EURASIP journal on information security - Heidelberg : Springer, Bd. 2021 (2021), Artikel 9, insges. 25 S.
Reorganization of brain functional connectivity network and vision restoration following combined tACS-tDCS treatment after occipital stroke
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In: Frontiers in neurology - Lausanne : Frontiers Research Foundation, Bd. 12 (2021), Artikel 729703, insges. 20 S.
Leakage localization in district heating networks based on real network and measurement data
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Predicting brain electrical stimulation outcome in stroke by clinical-inspired hybrid graph convolutional autoencoder
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In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 3 S. [Konferenz: IEEE 2nd International Conference on Human-Machine Systems, ICHMS, Magdeburg, Germany, 8-10 September 2021]
Modern Applications and Challenges for Rare Itemset Mining
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Integrated cycles for urban biomass as a strategy to promote a CO2-neutral society - a feasibility study
Meinusch, Nicole; Kramer, Susanne; Körner, Oliver; Wiese, Jürgen; Seick, Ingolf; Beblek, Anita; Berges, Regine; Illenberger, Bernhard; Illenberger, Marco; Uebbing, Jennifer; Wolf, Maximilian; Saake, Gunter; Benndorf, Dirk; Reichl, Udo; Heyer, Robert
In: Sustainability - Basel : MDPI, Bd. 13 (2021), Heft 17, Artikel 9505, insges. 22 S.
Media forensics considerations on DeepFake detection with hand-crafted features
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In: Journal of imaging - Basel : MDPI, Bd. 7 (2021), Heft 7, insges. 29 S.
LAC: Latent Authorial Clustering of shorter texts
Trad, Rafi; Spiliopoulou, Myra
In: Software impacts - [Amsterdam] : Elsevier ScienceDirect, Bd. 10 (2021), Artikel 100119, insges. 3 S.
NeuroEvolution of augmenting topologies for solving a two-stage hybrid flow shop scheduling problem - a comparison of different solution strategies
Lang, Sebastian; Reggelin, Tobias; Schmidt, Johann; Müller, Marcel; Nahhas, Abdulrahman
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science - Vol. 172 (2021), article 114666, insgesamt 19 Seiten
Assessing the difficulty of annotating medical data in crowdworking with help of experiments
Rother, Anne; Niemann, Uli; Hielscher, Tommy; Völzke, Henry; Ittermann, Till; Spiliopoulou, Myra
In: PLOS ONE - San Francisco, California, US : PLOS, Bd. 16 (2021), Heft 7, Artikel e0254764, insges. 26 S.
Dynamic privacy-preserving recommendations on academic graph data
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In: Computers - Basel : MDPI, Bd. 10 (2021), Heft 9, Artikel 107, insges. 26 S. [This article belongs to the Special Issue Artificial Intelligence for Digital Humanities (AI4DH)]
Selective caching - a persistent memory approach for multi-dimensional index structures
Jibril, Muhammad Attahir; Götze, Philipp; Broneske, David; Sattler, Kai-Uwe
In: Distributed and parallel databases - New York, NY [u.a.] : Consultants Bureau, Bd. 40 (2022), Heft 1, S. 47-66 [Special Issue on Self-Managing and Hardware-Optimized Database Systems 2020]
Quality assurance in big data engineering - a metareview
Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: Complex systems informatics and modeling quarterly - Riga : Techn. Univ., Bd. 28 (2021), insges. 14 S.
In-depth analysis of OLAP query performance on heterogeneous hardware
Broneske, David; Drewes, Anna; Gurumurthy, Bala; Hajjar, Imad; Pionteck, Thilo; Saake, Gunter
In: Datenbank-Spektrum - Berlin : Springer, Bd. 21 (2021), S. 133-143
variED - an editor for collaborative, real-time feature modeling
Kuiter, Elias; Krieter, Sebastian; Krüger, Jacob; Saake, Gunter; Leich, Thomas
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 26 (2021), Artikel 24, insges. 47 S.
Towards multi-purpose main-memory storage structures - exploiting sub-space distance equalities in totally ordered data sets for exact knn queries
Schäler, Martin; Tex, Christine; Köppen, Veit; Broneske, David; Saake, Gunter
In: Information systems - Oxford [u.a.] : Pergamon Press, Bd. 101 (2021), Artikel 101791, insges. 13 S.
Potential of point-of-care and at-home assessment of immune status via rapid cytokine detection and questionnaire-based anamnesis
Jamaludeen, Noor; Beyer, Christian; Billing, Ulrike; Vogel, Katrin; Brunner-Weinzierl, Monika; Spiliopoulou, Myra
In: Sensors - Basel : MDPI, Bd. 21 (2021), Heft 15, Artikel 4960, insges. 33 S.
Framing Artificial Intelligence (AI) Additive Manufacturing (AM)
Heiden, Bernhard; Alieksieiev, Volodymyr; Volk, Matthias; Tonino-Heiden, Bianca
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 186 (2021), S. 387-394
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
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.
Spacetime in the brain - rapid brain network reorganization in visual processing and recovery
Wu, Zheng; Sabel, Bernhard A.
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 11 (2021), Artikel 17940, insges. 12 S.
Monografiebeitrag
Fact-finding or exploration - characterizing reading strategies in user’s search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 6 S.
An explorative tool for mutation tracking in the spike glycoprotein of SARS-CoV-2
Schwerdt, Johannes; Tersteegen, Aljoscha; Marquardt, Pauline; Kaasch, Achim; Nürnberger, Andreas
In: Proceedings of the 2021 IEEE International Conference on Human-Machine Systems (ICHMS) , 2021 - [Piscataway, NJ] : IEEE ; Nürnberger, Andreas, insges. 6 S.
2020
Abstrakt
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors
Pierl, Dennis; Vahldiek, Kai; Koltermann, Julia; Rüger, Bernd; Michels, Kai; Klawonn, Frank; Nürnberger, Andreas
In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - 2020, paper TuBT11.4
Contrast prediction-based regularization for iterative reconstructions (PROSIT)
Mattern, Hendrik; Sciarra, Alessandro; Dünnwald, Max; Chatterjee, Soumick; Müller, Ursula; Oeltze-Jafra, Steffen; Speck, Oliver
In: ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020 / ISMRM Annual Meeting & Exhibition , 2020 - 2020, Poster 3462 [ISMRM 28th annual ISMRM virtual conference & exhibition, virtual, 08. - 14. August 2020]
Artikel in Zeitschrift
Steroid-responsive meningitis-arteritis in dogs in Germany - are there epidemiological or clinical factors influencing recurrence rate?
Hilpert, Elisabeth; Tipold, Andrea; Meyerhoff, Nina; Schwerdt, Johannes; Winkler, Sandra; Jurina, Konrad; Fischer, Andrea; Kornberg, Marion; Parzefall, Birgit; Flegel, Thomas
In: Tierärztliche Praxis. Ausgabe K, Kleintiere, Heimtiere - Stuttgart : Thieme, Bd. 48 (2020), Heft 1, S. 5-12
Aufsatz
Substrate-dependent fermentation of bamboo in giant panda gut microbiomes - leaf primarily to ethanol and pith to lactate
Scoma, Alberto; Khor, Way Cern; Coma, Martha; Heyer, Robert; Props, Ruben; Schoelynck, Jonas; Bouts, Tim; Benndorf, Dirk; Li, Desheng; Zhang, Hemin; Rabaey, Korneel
In: Frontiers in microbiology - Lausanne : Frontiers Media - Volume 11 (2020), Artikel 530, insgesamt 12 Seiten
Begutachteter Zeitschriftenartikel
GridTables - a One-Size-Fits-Most H2TAP data store : vision and concept
Pinnecke, Marcus; Campero Durand, Gabriel; Broneske, David; Zoun, Roman; Saake, Gunter
In: Datenbank-Spektrum - Berlin : Springer, Bd. 20 (2020), Heft 1, S. 43-56
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms
Spitz, Lena; Niemann, Uli; Beuing, Oliver; Neyazi, Belal; Sandalcioglu, I. Erol; Preim, Bernhard; Saalfeld, Sylvia
In: International journal of computer assisted radiology and surgery - Berlin : Springer, Bd. 15 (2020), Heft 9, S. 1525-1535
Confluent modeling of heterogeneous safety and operational instrumentation and control systems
Parekh, Mithil; Gao, Yuan; Jockenhoevel-Barttfeld, Mariana; Waedt, Karl
In: Journal of nuclear engineering and radiation science - New York, NY [u.a.] : ASME - Volume 6 (2020), issue 3, article 031802, 10 Seiten
Phenotyping chronic tinnitus patients using self-report questionnaire data - cluster analysis and visual comparison
Niemann, Uli; Brueggemann, Petra; Boecking, Benjamin; Mebus, Wilhelm; Rose, Matthias; Spiliopoulou, Myra; Mazurek, Birgit
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 10 (2020), Artikel 16411, insges. 10 S.
Plantar temperatures in stance position - a comparative study with healthy volunteers and diabetes patients diagnosed with sensoric neuropathy
Niemann, Uli; Spiliopoulou, Myra; Malanowski, Jan; Kellersmann, Juliane; Szczepanski, Thorsten; Klose, Silke; Dedonaki, Eirini; Walter, Isabell; Ming, Antao; Mertens, Peter R.
In: EBioMedicine - Amsterdam [u.a.] : Elsevier - Volume 54.2020, article 102712, 11 Seiten
Publish or perish, but do not forget your software artifacts
Heumüller, Robert; Nielebock, Sebastian; Krüger, Jacob; Ortmeier, Frank
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 25 (2020), S. 4585-4616
Discussing relations between dynamic business environments and big data analytics
Staegemann, Daniel; Volk, Matthias; Daase, Christian; Turowski, Klaus
In: Complex systems informatics and modeling quarterly - Riga : Techn. Univ., Bd. 23 (2020), insges. 25 S.
Resource management for model learning at entity level
Beyer, Christian; Unnikrishnan, Vishnu; Brüggemann, Robert; Toulouse, Vincent; Omar, Hafez Kader; Ntoutsi, Eirini; Spiliopoulou, Myra
In: Annals of telecommunications - Paris : Lavoisier, Bd. 75 (2020), S. 549-561
Data quality as a critical success factor for user acceptance of research information systems
Azeroual, Otmane; Saake, Gunter; Abuosba, Mohammad; Schöpfel, Joachim
In: Data - Basel : MDPI - Volume 5 (2020), issue 2, article 35
Tinnitus-related distress after multimodal treatment can be characterized using a key subset of baseline variables
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Mebus, Wilhelm; Mazurek, Birgit; Spiliopoulou, Myra
In: PLOS ONE - San Francisco, California, US : PLOS - 15 (2020), 1, article e0228037, insgesamt 18 Seiten
Understanding adherence to the recording of ecological momentary assessments in the example of tinnitus monitoring
Schleicher, Miro; Unnikrishnan, Vishnu; Neff, Patrick; Simoes, Jorge; Probst, Thomas; Pryss, Rüdiger; Schlee, Winfried; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10(2020), article number 22459, 13 Seiten
Data driven concept for sensor data adaptation of electrochemical sensors for mobile air quality measurements
Esatbeyoǧlu, Enes; Cassebaum, Oliver; Arras, Florian; Saake, Gunter
In: Journal of the Electrochemical Society - Bristol : IOP Publishing - JES - Volume 167 (2020), issue 4, article 047518, 8 Seiten
Machine learning identifies the dynamics and influencing factors in an auditory category learning experiment
Abolfazli, Amir; Brechmann, André; Wolff, Susann; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10(2020), article-number 6548, 12 Seiten
Novel challenges for anomaly detection in I&C networks - strategic preparation for the advent of information Hiding based attacks
Lamshöft, Kevin; Neubert, Tom; Lange, Mathias; Altschaffel, Robert; Hildebrandt, Mario; Ding, Yongjian; Vielhauer, Claus; Dittmann, Jana
In: Atw - Berlin : Inforum Verl. u. Verwaltungsges., Bd. 65 (2020), Heft 10, S. 504-508
Keystroke biometrics in the encrypted domain - a first study on search suggestion functions of web search engines
Whiskerd, Nicholas; Körtge, Nicklas; Jürgens, Kris; Lamshöft, Kevin; Ezennaya-Gomez, Salatiel; Vielhauer, Claus; Dittmann, Jana; Hildebrandt, Mario
In: EURASIP journal on information security - Heidelberg : Springer - Volume 2020 (2020), article 2, 16 Seiten
Search. review. repeat? - an empirical study of threats to replicating SLR searches
Krüger, Jacob; Lausberger, Christian; Nostitz-Wallwitz, Ivonne; Saake, Gunter; Leich, Thomas
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 25 (2020), Heft 1, S. 627-677
Development and internal validation of a depression severity prediction model for tinnitus patients based on questionnaire responses and socio-demographics
Niemann, Uli; Brueggemann, Petra; Boecking, Benjamin; Mazurek, Birgit; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10 (2020), article number 4664, 9 Seiten
Assessment of hidden channel Attacks - targetting Modbus/TCP
Lamshöff, Kevin; Dittmann, Jana
In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 53 (2020), Heft 2, S. 11100-11107
Gender-specific differences in patients with chronic tinnitus-baseline characteristics and treatment effects
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Mazurek, Birgit; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 14 (2020), Artikel 487, insges. 11 S.
Efficient processing of geospatial mhealth data using a scalable crowdsensing platform
Kraft, Robin; Birk, Ferdinand; Reichert, Manfred; Deshpande, Aniruddha; Schlee, Winfried; Langguth, Berthold.; Baumeister, Harald; Probst, Thomas; Spiliopoulou, Myra; Pryss, Rüdiger
In: Sensors - Basel : MDPI - Volume 20 (2020), issue 12, article 3456, 21 Seiten
Identifying similarities of big data projects - a use case driven approach
Volk, Matthias; Staegemann, Daniel; Trifonova, Ivayla; Bosse, Sascha; Turowski, Klaus
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 8 (2020), S. 186599-186619
Providing clarity on big data technologies - the BDTOnto ontology
Volk, Matthias; Staegemann, Daniel; Jamous, Naoum; Pohl, Matthias; Turowski, Klaus
In: International journal of intelligent information technologies - Hershey, PA : IGI Global - Volume 16(2020), issue 2, article 3, 25 Seiten
The effect of non-personalised tips on the continued use of self-monitoring mHealth applications
Unnikrishnan, Vishnu; Schleicher, Miro; Shah, Yash; Jamaludeen, Noor; Pryss, Ruediger; Schobel, Johannes; Kraft, Robin; Schlee, Winfried; Spiliopoulou, Myra
In: Brain Sciences - Basel : MDPI AG - Volume 10(2020), issue 12, article 924, 13 Seiten
Active feature acquisition on data streams under feature drift
Beyer, Christian; Büttner, Maik; Unnikrishnan, Vishnu; Schleicher, Miro; Ntoutsi, Eirini; Spiliopoulou, Myra
In: Annals of telecommunications - Paris : Lavoisier, Bd. 75 (2020), Heft 9/10, S. 597-611
2019
Abstrakt
Comparison of optimization methods for few view CT using deep learning
Ernst, Philipp; Nürnberger, Andreas; Rose, Georg
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019, insges. 2 S. [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Comparison between the usage of same and different variable density undersampling patterns for Deep Learning based MRI Reconstruction
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019 [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Generating breathing deformation model from low resolution 4D MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Rose, Georg; Speck, Oliver
In: 4th Image-Guided Interventions Conference - Mannheim . - 2019 [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]
Aufsatz
Metaproteome analysis reveals that syntrophy, competition, and phage-host interaction shape microbial communities in biogas plants
Heyer, Robert; Schallert, Kay; Siewert, C.; Kohrs, F.; Greve, J.; Maus, I.; Klang, J.; Klocke, M.; Heiermann, M.; Hoffmann, Michael; Püttker, Sebastian; Calusinska, M.; Zoun, Roman; Saake, Gunter; Benndorf, Dirk; Reichl, Udo
In: Microbiome - London : Biomed Central, Bd. 7 (2019), Artikel 69, insges. 17 S.
Begutachteter Zeitschriftenartikel
Introduction to the special issue on social data analytics in medicine and healthcare
Rodríguez-González, Alejandro; Vakali, Athena; Mayer, Miguel A.; Okumura, Takashi; Menasalvas-Ruiz, Ernestina; Spiliopoulou, Myra
In: International journal of data science and analytics - Cham, Switzerland : Springer International Publishing . - 2019 [Online first]
Automated selection and quality assessment of primary studies - a systematic literature review
Shakeel, Yusra; Krüger, Jacob; Nostitz-Wallwitz, Ivonne; Saake, Gunter; Leich, Thomas
In: Journal of data and information quality - New York, NY : ACM - Volume 12, issue 1 (2019), article no. 4, insgesamt 26 Seiten
Entity-level stream classification - exploiting entity similarity to label the future observations referring to an entity
Unnikrishnan, Vishnu; Beyer, Christian; Matuszyk, Pawel; Niemann, Uli; Pryss, Rüdiger; Schlee, Winfried; Ntoutsi, Eirini; Spiliopoulou, Myra
In: International journal of data science and analytics - Cham, Switzerland : Springer International Publishing . - 2019 [Online first]
Visual analysis of missing values in longitudinal cohort study data
Alemzadeh, Shiva; Niemann, Uli; Ittermann, Till; Völzke, Henry; Schneider, Daniel; Spiliopoulou, Myra; Bühler, K.; Preim, Bernhard
In: Computer graphics forum - Oxford : Wiley-Blackwell, Bd. 39 (2020), Heft 1, S. 63-75
Where is my feature and what is it about? - a case study on recovering feature facets
Krüger, Jacob; Mukelabai, Mukelabai; Gu, Wanzi; Shen, Hui; Hebig, Regina; Berger, Thorsten
In: The journal of systems and software - Amsterdam [u.a.] : Elsevier, Bd. 152 (2019), S. 239-253
Efficient evaluation of multi-column selection predicates in main-memory
Broneske, David; Köppen, Veit; Saake, Gunter; Schaler, Martin
In: IEEE transactions on knowledge and data engineering / Institute of Electrical and Electronics Engineers - Piscataway, NJ : IEEE Service Center, Bd. 31 (2019), Heft 7, S. 1296-1311
A robust and universal metaproteomics workflow for research studies and routine diagnostics within 24 h using phenol extraction, FASP digest, and the MetaProteomeAnalyzer
Heyer, Robert; Schallert, Kay; Büdel, Anja; Zoun, Roman; Dorl, Sebastian; Behne, Alexander; Kohrs, Fabian; Püttker, Sebastian; Siewert, Corina; Muth, Thilo; Saake, Gunter; Reichl, Udo; Benndorf, Dirk
In: Frontiers in microbiology - Lausanne : Frontiers Media - 10 (2019), article 1883, insgesamt 20 Seiten
A dynamic perspective - local interactions driving the spread of social networks
Song, Junjie; Jamous, Naoum; Turowski, Klaus
In: Enterprise information systems - London [u.a.] : Taylor & Francis, Bd. 13 (2019), Heft 2, S. 219-235
Editorial: Towards an understanding of tinnitus heterogeneity
Cederroth, Christopher R.; Gallus, Silvano; Hall, Deborah A.; Kleinjung, Tobias; Langguth, Berthold; Maruotti, Antonello; Meyer, Martin; Norena, Arnaud; Probst, Thomas; Pryss, Rüdiger; Searchfield, Grant; Shekhawat, Giriraj; Spiliopoulou, Myra; Vanneste, Sven; Schlee, Winfried
In: Frontiers in aging neuroscience - Lausanne : Frontiers Research Foundation - Vol. 11.2019, Art. 53, insgesamt 7 S.
The quality monitoring of outdoor lightning using IoT technologies
Bachurin, A. A.; Jamous, Naoum; Slivnitsin, P. A.
In: Journal of physics - Bristol : IOP Publ. - 1415(2019), Artikel 012007, 8 Seiten [Konferenz: 2019 International Conference on Innovation Energy, Perm, Russian Federation, 2-3 October 2019]
ETL best practices for data quality checks in RIS databases
Azeroual, Otmane; Saake, Gunter; Abuosba, Mohammad
In: Informatics - Basel : MDPI - Volume 6, issue 1, article 10, insgesamt 13 Seiten
Habilitation
Analysis techniques to support the evolution of variant-rich software systems
Schulze, Sandro; Saake, Gunter
In: Magdeburg, Habilitationsschrift Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2019, xvi, 70 Seiten [Literaturverzeichnis: Seite 65-70][Literaturverzeichnis: Seite 65-70]
Monografiebeitrag
Fact-finding or exploration - identifying latent behavior clusters in user’s search activities
Schwerdt, Johannes; Kotzyba, Michael; Nürnberger, Andreas
In: 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) / IEEE International Conference on Systems, Man, and Cybernetics , 2019 - [Piscataway, NJ] : IEEE, S. 1465-1471
2018
Begutachteter Zeitschriftenartikel
Data quality measures and data cleansing for research information systems
Azeroual, Otmane; Saake, Gunter; Abuosba, Mohammad
In: Journal of digital information management - Chennai : Foundation, Bd. 16 (2018), Heft 1, S. 12-21
An information system architecture for build- and engeneer-to-order production of application services
Hintsch, Johannes; Kramer, Frederik; Turowski, Klaus
In: Information systems and e-business management - New York, NY [u.a.] : Springer, Bd. 16 (2018), Heft 3, S. 649-682
Errata for "Analysis of two existing and one new dynamic programming algorithm for the generation of optimal bushy join trees without cross products"
Meister, Andreas; Moerkotte, Guido; Saake, Gunter
In: Proceedings of the VLDB Endowment - [New York, NY] : Assoc. of Computing Machinery, Bd. 11 (2018), Heft 10, S. 1069-1070
Integration of FPGAs in database management systems - challenges and opportunities
Becher, Andreas; Broneske, David; Drewes, Tobias; Gurumurthy, Balasubramanian; Meyer-Wegener, Klaus; Pionteck, Thilo; Saake, Gunter; Teich, Jürgen; Wildermann, Stefan
In: Datenbank-Spektrum - Berlin : Springer, Bd. 18 (2018), Heft 3, S. 145-156
Personalized recommender systems for product-line configuration processes
Pereira, Juliana Alves; Matuszyk, Pawel; Krieter, Sebastian; Spiliopoulou, Myra; Saake, Gunter
In: Computer languages, systems and structures - Amsterdam [u.a.] : Elsevier Science . - 2018, insges. 21 S.
An eight-dimensional systematic evaluation of optimized search algorithmson modern processors
Schulz, Lars-Christian; Broneske, David; Saake, Gunter
In: Proceedings of the VLDB Endowment - [New York, NY] : Assoc. of Computing Machinery, Bd. 11 (2018), Heft 11, S. 1550-1562
How do annotators label short texts? - toward understanding the temporal dynamics of tweet labeling
Räbiger, Stefan; Spiliopoulou, Myra; Saygın, Yücel
In: Information sciences - New York, NY : Elsevier Science Inc., Bd. 457/458 (2018), S. 29-47
Mutation operators for feature-oriented software product lines
Krüger, Jacob; Al-Hajjaji, Mustafa; Leich, Thomas; Saake, Gunter
In: Software testing, verification & reliability - New York, NY [u.a.] : Wiley - 2018, Art. e1676, insgesamt 21 S. [Online first]
A framework for expert-driven subpopulation discovery and evaluation using subspace clustering for epidemiological data
Hielscher, Tommy; Niemann, Uli; Preim, Bernhard; Völzke, Henry; Ittermann, Till; Spiliopoulou, Myra
In: Expert systems with applications - Amsterdam [u.a.] : Elsevier Science, Bd. 113 (2018), S. 147-160
Commenting source code - is it worth it for small programming tasks?
Nielebock, Sebastian; Krolokowski, Dariusz; Krüger, Jacob; Leich, Thomas; Ortmeier, Frank
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V . - 2018, insges. 40 S. [First online]
Analyzing data quality issues in research information systems via data profiling
Azeroual, Otmane; Saake, Gunter; Schallehn, Eike
In: International journal of information management - Kidlington : Elsevier : Pergamon, Bd. 41 (2018), S. 50-56
Prospective crowdsensing versus retrospective ratings of tinnitus variability and tinnitus-stress associations based on the TrackYourTinnitus mobile platform
Pryss, Rüdiger; Probst, Thomas; Schlee, Winfried; Schobel, Johannes; Langguth, Berthold; Neff, Patrick; Spiliopoulou, Myra; Reichert, Manfred
In: International journal of data science and analytics - Cham, Switzerland : Springer International Publishing . - 2018 [Online First]
Testing applicability of virtual stochastic sensors for non-intrusive appliance load monitoring
Krull, Claudia; Thiel, Marcus; Horton, Graham
In: Electronic notes in theoretical computer science - Amsterdam [u.a.] : Elsevier Science, Bd. 337 (2018), S. 119-134
Outpatient tinnitus clinic, self-help web platform, or mobile application to recruit tinnitus study samples?
Probst, Thomas; Pryss, Rüdiger C.; Langguth, Berthold; Spiliopoulou, Myra; Landgrebe, Michael; Vesala, Markku; Harrison, Stephen; Schobel, Johannes; Reichert, Manfred; Stach, Michael; Schlee, Winfried
In: Frontiers in aging neuroscience - Lausanne : Frontiers Research Foundation - Vol. 9.2018, Art. 113, insgesamt 7 Seiten
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