2021

2021

Vorhauer, Nicole;  Mathew, P.;  Gunasekaran, H.;  Do, M.;  Thalakkotoor, S.;  Jayanand, V.;  Dhanasekaran, P.;  Hegde, C.;  Kochupurakkal, B.;  Broneske, David 

3D animation of single stage batch distillation for distance learning
In: EDULEARN21 - [Valencia, Spain]: IATED Academy; Gómez Chova, Luis . - 2021, S. 476-483;

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Chatterjee, Soumick;  Bajaj, Himanshi;  Shashidhar, Suraj;  Busnur Indushekar, Sanjeeth;  Simon, Steve;  Siddiquee, Istiyak;  Nandish, B. S.;  Speck, Oliver;  Nürnberger, Andreas 

A comparative study of deep learning based deformable image registration techniques
In: Kongress: 2021 ISMRM

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Xu, Jia Hua;  Teng, Wai Po Kevin;  Wang, Xiong Jun;  Nürnberger, Andreas 

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);

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Wolff, Ian;  Broneske, David;  Köppen, Veit 

A first metadata schema for learning analytics research data management
In: O-bib - München: VDB, Bd. 8 (2021), 4, insges. 20 S.;

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Trad, Rafi;  Spiliopoulou, Myra 

A framework for authorial clustering of shorter texts in latent semantic spaces
In: Advances in Intelligent Data Analysis XIX: 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 2628, 2021, Proceedings - Cham: Springer International Publishing; Abreu, Pedro Henriques . - 2021, S. 301-312 - (Lecture Notes in Computer Science; 12695);

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Staegemann, Daniel;  Volk, Matthias;  Pohl, Matthias;  Häusler, Robert;  Nahhas, Abdulrahman;  Abdallah, Mohammad;  Turowski, Klaus 

A preliminary overview of the situation in big data testing
In: Proceedings of the 6th International Conference on Internet of Things, Big Data and Security. Volume 1: IoTBDS 2021, Online, 23-25.04.2021 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary . - 2021, S. 296-302;

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Wendzel, Steffen;  Caviglione, Luca;  Mazurczyk, Wojciech;  Mileva, Aleksandra;  Dittmann, Jana;  Krätzer, Christian;  Lamshöft, Kevin;  Vielhauer, Claus;  Hartmann, Laura;  Keller, Jörg;  Neubert, Tom 

A revised taxonomy of steganography embedding patterns
In: ARES 2021: the 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 17 - 20, 2021 - New York, New York: The Association for Computing Machinery . - 2021, insges. 12 S.;

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Ezennaya-Gomez, Salatiel;  Kiltz, Stefan;  Krätzer, Christian;  Dittmann, Jana 

A semi-automated HTTP traffic analysis for online payments for empowering security, forensics and privacy analysis
In: Konferenz: 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 176-20, 2021, ARES 2021 - New York, New York: The Association for Computing Machinery . - 2021, insges. 8 S.;

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Hielscher, Jonas;  Lamshöft, Kevin;  Krätzer, Christian;  Dittmann, Jana 

A systematic analysis of covert channels in the Network Time Protocol
In: Konferenz: 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 176-20, 2021, ARES 2021 - New York, New York: The Association for Computing Machinery . - 2021, insges. 11 S.;

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Saad, Fatima;  Frysch, Robert;  Pfeiffer, Tim;  Nürnberger, Andreas;  Lauritsch, Guenter;  Rose, Georg 

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;

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Hildebrandt, Mario;  Shakir, Aamir;  Ziemke, Alexander;  Abdelrazek, Mohamed;  Stuetzer, Hannes;  Blut, Dominik;  Lamshoeft, Kevin;  Ezennaya-Gomez, Salatiel;  Kraetzer, Christian;  Dittmann, Jana 

AiroIdent - user identification based on analyzing WPA2 encrypted traffic containing search engine interactions
In: Electronic imaging - Springfield, VA: Society for Imaging Sciences and Technology, Volume 2021(2021), article MWSF-344, 8 Seiten;

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Parekh, Mithil;  Waerdt, Karl;  Tellabi, Asmaa 

Aligning with cybersecurity framework by modelling OT security
In: Informatik 2020 - Back to the future: 50. Jahrestagung der Gesellschaft für Informatik vom 28. September - 2. Oktober 2020, virtual - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 311-319;

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Nahhas, Abdulrahman;  Krist, Marco;  Turowski, Klaus 

An adaptive scheduling framework for solving multi-objective hybrid flow shop scheduling problems
In: Hawaii International Conference on System Sciences 2021/ Hawaii International Conference on System Sciences - Honolulu, HI: University of Hawai\'i at Manoa, Hamilton Library . - 2021, insges. 10 S.;

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Schwerdt, Johannes;  Tersteegen, Aljoscha;  Marquardt, Pauline;  Kaasch, Achim;  Nürnberger, Andreas 

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.;

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Zoun, Roman;  Schallert, Kay;  Broneske, David;  Trifonova, Ivayla;  Chen, Xiao;  Heyer, Robert Steven;  Benndorf, Dirk;  Saake, Gunter 

An investigation of alternatives to transform protein sequence databases to a columnar index schema
In: Algorithms - Basel: MDPI, Bd. 14 (2021), 2, insges. 16 S.;

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Gurumurthy, Bala;  Broneske, David;  Schäler, Martin;  Pionteck, Thilo;  Saake, Gunter 

An investigation of atomic synchronization for sort-based group-by aggregation on GPUs
In: 2021 IEEE 37th International Conference on Data Engineering workshops/ IEEE International Conference on Data Engineering - Piscataway, NJ: IEEE . - 2021, S. 48-53;

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Subramanian, Harish Kumar Harihara;  Gurumurthy, Bala;  Durand, Gabriel Campero;  Broneske, David;  Saake, Gunter 

Analysis of GPU-libraries for rapid prototyping database operations - a look into library support for database operations
In: 2021 IEEE 37th International Conference on Data Engineering workshops/ IEEE International Conference on Data Engineering - Piscataway, NJ: IEEE . - 2021, S. 36-41;

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Nielebock, Sebastian;  Blockhaus, Paul;  Krüger, Jacob;  Ortmeier, Frank 

AndroidCompass - a dataset of android compatibility checks in code repositories
In: 2021 IEEE/ACM 18th International Conference on Mining Software Repositories/ IEEE/ACM International Conference on Mining Software Repositories - Piscataway, NJ: IEEE . - 2021, S. 535-539;

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Volk, Matthias;  Staegemann, Daniel;  Bischoff, Dennis;  Turowski, Klaus 

Applying multi-criteria decision-making for the selection of big data technologies
In: Konferenz: Americas Conference on Information Systems, AMCIS, Montreal, Canada - Virtual Conference, August, 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021, insges. 27 S.;

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Staegemann, Daniel;  Volk, Matthias;  Lautenschläger, Erik;  Pohl, Matthias;  Abdallah, Mohammad;  Turowski, Klaus 

Applying test driven development in the big data domain - lessons from the literature
In: International Conference on Information Technology (ICIT) - New York,NY,United States: Association for Computing Machinery . - 2021, S. 511-516;

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Neubert, Tom;  Vielhauer, Klaus;  Krätzer, Christian 

Artificial steganographic network data generation concept and evaluation of detection approaches to secure industrial control systems against steganographic attacks
In: ARES 2021: the 16th International Conference on Availability, Reliability and Security, Vienna, Austria, August 17 - 20, 2021 - New York, New York: The Association for Computing Machinery . - 2021, insges. 9 S.;

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Rother, Anne;  Niemann, Uli;  Hielscher, Tommy;  Völzke, Henry;  Ittermann, Till;  Spiliopoulou, Myra 

Assessing the difficulty of annotating medical data in crowdworking with help of experiments
In: PLOS ONE - San Francisco, California, US: PLOS, Bd. 16 (2021), 7, insges. 26 S.;

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Sommerlatte, Louis;  Wolff, Ian [HerausgeberIn] 

Bürgerliches Leben in Oranienbaum - das Tagebuch des Kaufmanns Louis Sommerlatte (1813-1862)
In: Halle (Saale): Mitteldeutscher Verlag, 2021, 431 Seiten, Illustrationen, Diagramme, 21 cm - (Studien zur Geschichte und Kultur Mitteldeutschlands; Band 8)

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 

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

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Staegemann, Daniel;  Volk, Matthias;  Saxena, Akanksha;  Pohl, Matthias;  Nahhas, Abdulrahman;  Häusler, Robert;  Abdallah, Mohammad;  Bosse, Sascha;  Jamous, Naoum;  Turowski, Klaus 

Challenges in data acquisition and management in big data environments
In: Proceedings of the 6th International Conference on Internet of Things, Big Data and Security. Volume 1 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Wills, Gary . - 2021, S. 193-204;

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Jamaludeen, Noor;  Unnikrishnan, Vishnu;  Pryss, Rüdiger;  Schobel, Johannes;  Schlee, Winfried;  Spiliopoulou, Myra 

Circadian conditional granger causalities on ecological momentary assessment data from an mHealth app
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems: proceedings : 7-9 July 2021, virtual event - Piscataway, NJ: IEEE; Almeida, João Rafael . - 2021;

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Chatterjee, Soumick;  Nizamani, Faraz Ahmed;  Nürnberger, Andreas;  Speck, Oliver 

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

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Chatterjee, Soumick;  Prabhu, Kartik;  Pattadkal, Mahantesh;  Bortsova, Gerda;  Sarasaen, Chompunuch;  Dubost, Hendrik;  Bruijne, Marleen;  Speck, Oliver;  Nürnberger, Andreas 

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.;

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Sarasaen, Chompunuch;  Chatterjee, Soumick;  Nürnberger, Andreas;  Speck, Oliver 

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;

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Xu, Jiahua;  Wu, Zheng;  Nürnberger, Andreas;  Sabel, Bernhard A. 

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;

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Leuckert, Martin;  Ming, Antao 

Differential privacy approaches in a clinical trial

Puga, Clara;  Niemann, Uli;  Unnikrishnan, Vishnu;  Schleicher, Miro;  Schlee, Winfried;  Spiliopoulou, Myra 

Discovery of patient phenotypes through multi-layer network analysis on the example of tinnitus
In: 2021 IEEE International Conference on Data Science and Advanced Analytics - Piscataway, NJ: IEEE . - 2021, insges. 10 S.;

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Xu, Jiahua;  Ernst, Philipp;  Liu, Tung Lung;  Nürnberger, Andreas 

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

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Purificato, Erasmo;  Wehnert, Sabine;  De Luca, Ernesto William 

Dynamic privacy-preserving recommendations on academic graph data
In: Computers: open access journal - Basel: MDPI, Bd. 10 (2021), 9, insges. 26 S.;

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Fingerhut-Säck, Mareike;  Wolff, Ian 

Edition des Tagebuchs von Louis Sommerlatte
In: Bürgerliches Leben in Oranienbaum - das Tagebuch des Kaufmanns Louis Sommerlatte (1813-1862): das Tagebuch des Kaufmanns Louis Sommerlatte (1813-1862) - Halle (Saale): Mitteldeutscher Verlag; Wolff, Ian *1990-* . - 2021, S. 110-410

Altschaffel, Robert;  Zhang, Fan;  Li, Jianghai;  Hielscher, Jonas;  Holczer, Tamas;  Si, Wen;  Lamshöf, Kevin 

Enhancing safety and security of digital instrumentation and control system by event aggregation
In: 12th International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies 2021, (NPIC

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Dey, Aditya;  Radhakrishna, Chandan;  Lima, Nishitha Nancy;  Shashidhar, Suraj;  Polley, Sayantan;  Thiel, Marcus;  Nürnberger, Andreas 

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

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Schneider, Stefan;  Nürnberger, Andreas 

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);

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Polley, Sayantan;  Janki, Atin;  Thiel, Marcus;  Hoebel-Mueller, Juliane;  Nürnberger, Andreas 

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.;

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Staegemann, Daniel;  Volk, Matthias;  Shakir, Aamir;  Lautenschläger, Erik;  Turowski, Klaus 

Examining the interplay between big data and microservices - a bibliometric review
In: International journal of organizational and collective intelligence: IJOCI ; an official publication of the Information Resources Management Association - Hershey, Pa.: IGI Global, Bd. 27 (2021), S. 35-54;

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Schwerdt, Johannes;  Kotzyba, Michael;  Nürnberger, Andreas 

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.;

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Biemann, Ronald;  Buß, Enrico;  Benndorf, Dirk;  Lehmann, Theresa;  Schallert, Kay;  Püttker, Sebastian;  Reichl, Udo;  Isermann, Berend;  Schneider, Jochen;  Saake, Gunter;  Heyer, Robert 

Fecal metaproteomics reveals reduced gut inflammation and changed microbial metabolism following lifestyle-induced weight loss
In: Biomolecules - Basel: MDPI, 2011, Vol.11.2021, 5, 726, insgesamt 13 Seiten;

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Sarasaen, Chompunuch;  Chatterjee, Soumick;  Breitkopf, Mario;  Rose, Georg;  Nürnberger, Andreas;  Speck, Oliver 

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);

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Heiden, Bernhard;  Alieksieiev, Volodymyr;  Volk, Matthias;  Tonino-Heiden, Bianca 

Framing Artificial Intelligence (AI) Additive Manufacturing (AM)
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 186 (2021), S. 387-394;

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Dünnwald, Max;  Ernst, Philipp;  Düzel, Emrah;  Tönnies, Klaus;  Betts, Matthew J.;  Oeltze-Jafra, Steffen 

Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinsons disease using neuromelanin-sensitive MRI
In: International journal of computer assisted radiology and surgery - Berlin: Springer, 2006, Bd. 16 (2021), 12, S. 2129-2135;

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Meuschke, Monique;  Niemann, Uli;  Behrendt, Benjamin;  Gutberlet, Matthias;  Preim, Bernhard;  Lawonn, Kai 

GUCCI - Guided Cardiac Cohort Investigation of blood flow data
In: IEEE transactions on visualization and computer graphics/ Institute of Electrical and Electronics Engineers - New York, NY: IEEE . - 2021;

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Makrushin, Andrey;  Kauba, Christof;  Kirchgasser, Simon;  Seidlitz, Stefan;  Krätzer, Christian;  Uhl, Andreas;  Dittmann, Jana 

General requirements on synthetic fingerprint images for biometric authentication and forensic investigations
In: IH

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Seidlitz, Stefan;  Jürgens, Kris;  Makrushin, Andrey;  Krätzer, Christian;  Dittmann, Jana 

Generation of privacy-friendly datasets of latent fingerprint images using generative adversarial networks
In: VISAPP/ VISIGRAPP - [Sétubal]: SCITEPRESS - Science and Technology Publications, Lda.; Farinella, Giovanni Maria . - 2021, S. 345-352;

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Chatterjee, Soumick;  Sarasaen, Chompunuch;  Sciarra, Alessandro;  Breitkopf, Mario;  Oeltze-Jafra, Steffen;  Nürnberger, Andreas;  Speck, Oliver 

Going beyond the image space - undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network
In: Kongress: 2021 ISMRM

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Jamous, Naoum;  Garttan, Gaurav;  Staegemann, Daniel;  Volk, Matthias 

Hybrid Project Management Methods Efficiency in IT Projects
In: Konferenz: Americas Conference on Information Systems, AMCIS, Montreal, Canada - Virtual Conference, August 2021, Digital innovation and entrepreneurship ; Volume 3 of 4/ AMCIS - Red Hook, NY: Curran Associates, Inc. . - 2021, S. 1952-1961

Gupta, Tarun;  Kutty, Libin;  Gahir, Ritu;  Ukwu, Nnamdi;  Polley, Sayantan;  Thiel, Marcus 

IRTEX: Image Retrieval with Textual Explanations
In: 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) - IEEE . - 2021, insges. 4 S.;

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Arra, Aditya;  Pech, Maximilian;  Fu, Hang;  Lingel, Holger;  Braun, Franziska;  Beyer, Christian;  Spiliopoulou, Myra;  Bröker, Barbara;  Lampe, Karen;  Arens, Christoph;  Vogel, Katrin;  Pierau, Mandy;  Brunner-Weinzierl, Monika 

Immune-checkpoint blockade of CTLA-4 (CD152) in antigen-specific human T-cell responses differs profoundly between neonates, children, and adults
In: OncoImmunology - Abingdon: Taylor

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Broneske, David;  Drewes, Anna;  Gurumurthy, Bala;  Hajjar, Imad;  Pionteck, Thilo;  Saake, Gunter 

In-depth analysis of OLAP query performance on heterogeneous hardware
In: Datenbank-Spektrum - Berlin: Springer, Bd. 21 (2021), S. 133-143;

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Lamshöft, Kevin;  Neubert, Tom;  Krätzer, Christian;  Vielhauer, Claus;  Dittmann, Jana 

Information hiding in cyber physical systems - challenges for embedding, retrieval and detection using sensor data of the SWAT dataset
In: IH

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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 

Integrated cycles for urban biomass as a strategy to promote a CO2-neutral society - a feasibility study
In: Sustainability - Basel: MDPI, Bd. 13 (2021), 17, insges. 22 S.;

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Niemann, Uli;  Spiliopoulou, Myra [AkademischeR BetreuerIn];  Preim, Bernhard [AkademischeR BetreuerIn] 

Intelligent assistance for expert-driven subpopulation discovery in high-dimensional timestamped medical data
In: Magdeburg, 2021, ix, 185 Seiten, Illustrationen, Diagramme, 30 cm

Xu, Jiahua;  Wu, Zheng;  Nürnberger, Andreas;  Sabel, Bernhard A. 

Interhemispheric cortical network connectivity reorganization predicts vision impairment in stroke
In: Konferenz: 43rd Annual International Conference of the IEEE Engineering in Medicine

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Chatterjee, Soumick;  Das, Arnab;  Mandal, Chirag;  Mukhopadhyay, Budhaditya;  Vipinraj Bhandari, Manish Bhandari;  Shukla, Aniruddh;  Speck, Oliver;  Nürnberger, Andreas 

Interpretability techniques for deep learning based segmentation models
In: Kongress: 2021 ISMRM

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Kuiter, Elias;  Krüger, Jacob;  Saake, Gunter 

Iterative development and changing requirements - drivers of variability in an industrial system for veterinary anesthesia
In: Konferenz: 25th ACM International Systems and Software Product Line Conference, SPLC \'21, Leicester, United Kindom, September 6 - 11, 2021, Proceedings of the 25th ACM International Systems and Software Product Line Conference - Volume B/ Mousavi - New York,NY,United States: Association for Computing Machinery; Mousavi, Mohammad Reza . - 2021, S. 113-122;

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Trad, Rafi;  Spiliopoulou, Myra 

Juxtaposing 5G coronavirus tweets with general coronavirus tweets during the early months of coronavirus outbreak
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems: proceedings : 7-9 July 2021, virtual event - Piscataway, NJ: IEEE; Almeida, João Rafael . - 2021;

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Trad, Rafi;  Spiliopoulou, Myra 

LAC: Latent Authorial Clustering of shorter texts
In: Software impacts - [Amsterdam]: Elsevier ScienceDirect, Bd. 10 (2021), insges. 3 S.;

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Vahldiek, Kai;  Koltermann, Julia;  Pierl, Dennis;  Rüger, Bernd;  Nürnberger, Andreas;  Michels, Kai;  Klawonn, Frank 

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;

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Wehnert, Sabine;  Sudhi, Viju;  Dureja, Shipra;  Kutty, Libin;  Shahania, Saijal;  De Luca, Ernesto William 

Legal norm retrieval with variations of the bert model combined with TF-IDF vectorization
In: Konferenz: ICAIL \'21: Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law, 21-15 June 2021, São Paulo, Brazil, Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law - New York,NY,United States: Association for Computing Machinery; Maranhão, Juliano . - 2021, S. 285-294;

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Ahmad Alyosef, Afraà;  Elias, Christian;  Nürnberger, Andreas 

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;

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Unnikrishnan, Vishnu;  Shah, Yash;  Schleicher, Miro;  Fernández-Viadero, Carlos;  Strandzheva, Mirela;  Velikova, Doroteya;  Dimitrov, Plamen;  Pryss, Rüdiger;  Schobel, Johannes;  Schlee, Winfried;  Spiliopoulou, Myra 

Love thy neighbours - a framework for error-driven discovery of useful neighbourhoods for one-step forecasts on EMA data
In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems: proceedings : 7-9 July 2021, virtual event - Piscataway, NJ: IEEE; Almeida, João Rafael . - 2021;

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Darrab, Sadeq;  Broneske, David;  Saake, Gunter 

MaxRI - a method for discovering maximal rare itemsets
In: Konferenz: 4th International Conference on Data Science and Information Technology, DSIT 2021, Shanghai, China, July 23-25, 2021, 2021 4th International Conference on Data Science and Information Technology - New York,NY,United States: Association for Computing Machinery . - 2021, S. 334-341;

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Siegel, Dennis;  Krätzer, Christian;  Seidlitz, Stefan;  Dittmann, Jana 

Media forensics considerations on DeepFake detection with hand-crafted features
In: Journal of imaging: open access journal - Basel: MDPI, Bd. 7 (2021), 7, insges. 29 S.;

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Altschaffel, Robert;  Hielscher, Jonas;  Kiltz, Stefan;  Dittmann, Jana 

Meta and media data stream forensics in the encrypted domain of video conferences
In: IH

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Haertel, Christian;  Pohl, Matthias;  Bosse, Sascha;  Häusler, Robert;  Nahhas, Abdulrahman;  Staegemann, Daniel;  Volk, Matthias;  Turowski, Klaus 

Methodological case study approach for detecting business model enablers in copycat ventures
In: International journal of organizational and collective intelligence - Hershey, Pa.: IGI Global, Bd. 11 (2021), 4, S. 35-54;

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Darrab, Sadeq;  Broneske, David;  Saake, Gunter 

Modern Applications and Challenges for Rare Itemset Mining
In: International Journal of Machine Learning and Computing - Singapore: International Association of Computer Science and Information Technology Press (IACSIT), Bd. 11 (2021), 3, S. 208-218;

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Gezmu, Andargachew;  Nürnberger, Andreas;  Bati, Tesfaye 

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;

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Lang, Sebastian;  Reggelin, Tobias;  Schmidt, Johann;  Müller, Marcel;  Nahhas, Abdulrahman 

NeuroEvolution of augmenting topologies for solving a two-stage hybrid flow shop scheduling problem - a comparison of different solution strategies
In: Expert systems with applications - Amsterdam [u.a.]: Elsevier Science, Vol. 172 (2021), article 114666, insgesamt 19 Seiten;

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Schulze, Fabian A.;  Arndt, Hans-Knud;  Feuersenger, Hannes 

Obsolescence as a future key challenge for data centers
In: Advances and New Trends in Environmental Informatics: Digital Twins for Sustainability - Cham: Springer International Publishing, 2021; Kamilaris, Andreas . - 2021, S. 67-78;

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Lang, Sebastian;  Reggelin, Tobias;  Müller, Marcel;  Nahhas, Abdulrahman 

Open-source discrete-event simulation software for applications in production and logistics - an alternative to commercial tools?
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 180 (2021), S. 978-987;

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Gao, Yuan;  Lou, Xinxin 

Operational security analysis and challenge for IoT solutions
In: Informatik 2020 - Back to the future: 50. Jahrestagung der Gesellschaft für Informatik vom 28. September - 2. Oktober 2020, virtual - Bonn: Gesellschaft für Informatik e.V. . - 2021, S. 321-331;

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Krätzer, Christian;  Makrushin, Andrey;  Dittmann, Jana;  Hildebrandt, Mario 

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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Jamaludeen, Noor;  Beyer, Christian;  Billing, Ulrike;  Vogel, Katrin;  Brunner-Weinzierl, Monika;  Spiliopoulou, Myra 

Potential of point-of-care and at-home assessment of immune status via rapid cytokine detection and questionnaire-based anamnesis
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Xu, Jiahua;  Zheng, Wu;  Nürnberger, Andreas;  Sabel, Bernhard A. 

Predicting brain electrical stimulation outcome in stroke by clinical-inspired hybrid graph convolutional autoencoder
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Spiller, Moritz;  Liu, Ying-Hsang;  Hossain, Md Zakir;  Gedeon, Tom;  Koltermann, Julia;  Nürnberger, Andreas 

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), 2, insges. 25 S.;

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Staegemann, Daniel;  Volk, Matthias;  Turowski, Klaus 

Quality assurance in big data engineering - a metareview
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Chatterjee, Soumick;  Breitkopf, Mario;  Sarasaen, Chompunuch;  Yassin, Hadya;  Rose, Georg;  Nürnberger, Andreas;  Speck, Oliver 

ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
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Xu, Jiahua;  Wu, Zheng;  Nürnberger, Andreas;  Sabel, Bernhard A. 

Reorganization of brain functional connectivity network and vision restoration following combined tACS-tDCS treatment after occipital stroke
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Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
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Obionwu, Victor;  Broneske, David;  Hawlitschek, Anja;  Köppen, Veit;  Saake, Gunter 

SQLValidator - an online student playground to learn SQL
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Jibril, Muhammad Attahir;  Götze, Philipp;  Broneske, David;  Sattler, Kai-Uwe 

Selective caching - a persistent memory approach for multi-dimensional index structures
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Chatterjee, Soumick;  Sciarra, Alessandro;  Dünnwald, Max;  Mushunuri, Raghava Vinaykanth;  Podishetti, Ranadheer;  Rao, Rajatha Nagaraja;  Gopinath, Geetha Doddapaneni;  Oeltze-Jafra, Steffen;  Speck, Oliver;  Nürnberger, Andreas 

ShuffleUNet - super resolution of diffusion-weighted MRIs using deep learning
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Chatterjee, Soumick;  Sciarra, Alessandro;  Dünnwald, Max;  Mushunuri, Raghava Vinaykanth;  Podishetti, Ranadheer;  Rao, Rajatha Nagaraja;  Gopinath, Geetha Doddapaneni;  Oeltze-Jafra, Steffen;  Speck, Oliver;  Nürnberger, Andreas 

ShuffleUNet: super resolution of diffusion-weighted MRIs using deep learning
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Sicherheit biometrischer Systeme - Analyse der Sicherheit und Rückführbarkeit eines biometrischen Hash Algorithmus für die dynamische Handschrift
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Ernst, Philipp;  Chatterjee, Soumick;  Rose, Georg;  Speck, Oliver;  Nürnberger, Andreas 

Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction
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Wu, Zheng;  Sabel, Bernhard A. 

Spacetime in the brain - rapid brain network reorganization in visual processing and recovery
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Ernst, Philipp;  Rose, Georg;  Nürnberger, Andreas 

Sparse view deep differentiated backprojection for circular trajectories in CBCT
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Saad, Fatima;  Frysch, Robert;  Pfeiffer, Tim;  Georgi, Jens-Christoph;  Knetsch, Torsten;  Casal, Roberto F.;  Nürnberger, Andreas;  Lauritsch, Guenter;  Rose, Georg 

Spherical ellipse scan trajectory for tomosynthesis-assisted interventional bronchoscopy
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Altschaffel, Robert;  Hempel, Ivo;  Keil, Oliver;  Schindler, Josef;  Szemkus, Martin;  Dittmann, Jana;  Lange, Matthias;  Waedt, Karl;  Ding, Yongjian 

Supporting security in industrial automation and control systems using domain-specific modelling
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Chatterjee, Soumick;  Das, Arnab;  Mandal, Chirag;  Mukhopadhyay, Budhaditya;  Vipinraj, Manish;  Shukla, Aniruddh;  Rao, Rajatha Nagaraja;  Sarasaen, Chompunuch;  Speck, Oliver;  Nürnberger, Andreas 

TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
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Shakir, Aamir;  Staegemann, Daniel;  Volk, Matthias;  Jamous, Naoum;  Turowski, Klaus 

Towards a concept for building a big data architecture with microservices
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Häusler, Robert;  Tröger, Marcus;  Staegemann, Daniel;  Volk, Matthias;  Turowski, Klaus 

Towards a systematic requirements engineering for IT system-based business simulation games
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Schäler, Martin;  Tex, Christine;  Köppen, Veit;  Broneske, David;  Saake, Gunter 

Towards multi-purpose main-memory storage structures - exploiting sub-space distance equalities in totally ordered data sets for exact knn queries
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Polley, Sayantan;  Koparde, Rashmi Raju;  Gowri, Akshaya Bindu;  Perera, Maneendra;  Nürnberger, Andreas 

Towards trustworthiness in the context of explainable search
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Ernst, Philipp;  Rak, Marko;  Hansen, Christian;  Rose, Georg;  Nürnberger, Andreas 

Trajectory upsampling for sparse conebeam projections using convolutional neural networks
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Arndt, Hans-Knud 

Umweltinformatik - Alles Geschmackssache?
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Krüger, Jacob;  Saake, Gunter [AkademischeR BetreuerIn];  Leich, Thomas [AkademischeR BetreuerIn] 

Understanding the re-engineering of variant-rich systems - an empirical work on economics, knowledge, traceability, and practices
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Chatterjee, Soumick;  Sciarra, Alessandro;  Dünnwald, Max;  Agrawal, Shubham;  Tummala, Pavan;  Setlur, Disha Kishore;  Kalra, Aman;  Jauhari, Aishwarya;  Oeltze-Jafra, Steffen;  Speck, Oliver;  Nürnberger, Andreas 

Unsupervised reconstruction based anomaly detection using a Variational Auto Encoder
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Azeroual, Otmane;  Saake, Gunter [AkademischeR BetreuerIn];  Arndt, Hans-Knud [AkademischeR BetreuerIn] 

Untersuchungen zur Datenqualität und Nutzerakzeptanz von Forschungsinformationssystemen
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Mitta, Dhanunjaya;  Chatterjee, Soumick;  Speck, Oliver;  Nürnberger, Andreas 

Upgraded W-Net with attention gates and its application in unsupervised 3D liver segmentation
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Shahania, Saijal;  Unnikrishnan, Vishnu;  Pryss, Rüdiger;  Kraft, Robin;  Schobel, Johannes;  Hannemann, Ronny;  Schlee, Winny;  Spiliopoulou, Myra 

User-centric vs whole-stream learning for EMA prediction
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Schlee, Winfried;  Langguth, Berthold;  Pryss, Rüdiger;  Allgaier, Johannes;  Mulansky, Lena;  Vogel, Carsten;  Spiliopoulou, Myra;  Schleicher, Miro;  Unnikrishnan, Vishnu;  Puga, Clara;  Manta, Ourania;  Sarafidis, Michalis;  Kouris, Ioannis;  Vellidou, Eleftheria;  Koutsouris, Dimitris;  Koloutsou, Konstantina;  Spanoudakis, George;  Cederroth, Christopher;  Kikidis, Dimitris 

Using big data to develop a clinical decision support system for tinnitus treatment
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Kuiter, Elias;  Krieter, Sebastian;  Krüger, Jacob;  Saake, Gunter;  Leich, Thomas 

variED - an editor for collaborative, real-time feature modeling
In: Empirical software engineering - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 26 (2021), insges. 47 S.;

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