2022
2022
Abstract
Deep learning of brain spacetime to predict outcome of vision restoration therapy using non-invasive brain stimulation
Wu, Zheng; Nürnberger, Andreas; Sabel, Bernhard A.
In: FENS Forum - FENS, 2022 . - 2022
Abstract
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, 2022 . - 2022
Abstract
Improvement of magnetic resonance (MR) imaging-based temperature-controlled hyperthermia by reconstructing highly undersampled MR acquisition
Khatun, Rupali; Chatterjee, Soumick; Hader, Michael; Schmidt, Manfred; Bert, Christoph; Wadepohl, M.; Fietkau, Rainer; Ott, Oliver; Nürnberger, Andreas; Gaipl, Udo; Frey, Benjamin
In: 34th Annual Meeting European Society for Hyperthermic Oncology - ESHO, 2022 . - 2022, S. 73-74
Abstract
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, 2000, Bd. 84 (2022), 8/9, S. 846
Anderes Material
Avoiding obsolescence taking usability into account - the augmented reality glasses example
Arndt, Hans-Knud; Feuersenger, Hannes; Klaiber, Nico
In: Kongress: 35th EnviroInfo 2021, Berlin, Germany, 27.-29. September 2021, Environmental Informatics - a bogeyman or saviour to achieve the UN Sustainable Development Goals? : adjunct Proceedings of the 35th edition of the EnviroInfo the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Berlin, Germany, September 27-29, 2021 - Düren: Shaker Verlag GmbH . - 2021, S. 13-21
Anderes Material
Environmental Informatics - a bogeyman or saviour to achieve the UN Sustainable Development Goals? : adjunct Proceedings of the 35th edition of the EnviroInfo the long standing and established international and interdisciplinary conference series on leading environmental information and communication technologies : Berlin, Germany, September 27-29, 2021
Wohlgemuth, Volker; Naumann, Stefan; Arndt, Hans-Knud; Behrens, Grit
In: Düren: Shaker Verlag GmbH, 2021, 1 Online-Ressource
Anderes Material
Entwicklung eines Konzepts zur Managementbewertung nach DIN EN ISO 9001
Liedtke, Patrick; Feuersenger, Hannes; Arndt, Hans-Knud
In: HMD - Wiesbaden: Springer Fachmedien . - 2021, insges. 14 S.
Aufsatz
Discovering biomarkers for non-alcoholic steatohepatitis patients with and without hepatocellular carcinoma using fecal metaproteomics
Sydor, Svenja; Dandyk, Christian; Schwerdt, Johannes; Manka, Paul; Benndorf, Dirk; Lehmann, Theresa; Schallert, Kay; Wolf, Maximilian; Reichl, Udo; Canbay, Ali E.; Bechmann, Lars P.; Heyer, Robert
In: International journal of molecular sciences - Basel : Molecular Diversity Preservation International, Bd. 23 (2022), Heft 16, Artikel 8841, insges. 14 S.
Buchbeitrag
Implementing test driven development in the big data domain: a movie recommendation system as an exemplary case
Staegemann, Daniel; Volk, Matthias; Byahatti, Priyanka; Italiya, Nikhilkumar; Shantharam, Suhas; Chandrashekar, Apoorva Byaladakere; Turowski, Klaus
In: Konferenz: 7th International Conference on Internet of Things, Big Data and Security, IoTBDS 2022, web-based event, 22 - 24 April 2022, Proceedings of the 7th International Conference on Internet of Things, Big Data and Security (IoTBDS 2022)/ IoTBDS - Setúbal: SciTePress - Science and Technology Publications, Lda. . - 2022, S. 239-248
Buchbeitrag
Iterative intraoperative digital tomosynthesis image reconstruction using a prior as initial image
Saad, Fatima; Frysch, Robert; Pfeiffer, Tim; Saalfeld, Sylvia; Schulz, Jessica; Georgi, Jens-Christoph; Nürnberger, Andreas; Lauritsch, Günter; Rose, Georg
In: Proceedings of SPIE - Bellingham, Wash. : SPIE, Bd. 12304 (2022), Artikel 123042Y
Buchbeitrag
Integer time series compression for holistic data analytics in the context of vehicle sensor data
Vox, Christopher; Broneske, David; Piewek, Jan; Sass, Andreas Udo; Saake, Gunter
In: Konferenz: International Conference on Connected Vehicle and Expo, ICCVE, Lakeland, FL, USA, 07-09 March 2022, ICCVE 2022 conference proceedings/ IEEE ICCVE - Piscataway, NJ, USA: IEEE . - 2022, insges. 7 S.
Buchbeitrag
First Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022)
Purificato, Erasmo; Musto, Cataldo; Lops, Pasquale; De Luca, Ernesto William
In: Konferenz: 27th International Conference on Intelligent User Interfaces, IUI '22, Helsinki Finland, March 22 - 25, 2022, 27th International Conference on Intelligent User Interfaces - New York,NY,United States: Association for Computing Machinery . - 2022, insges. 3 S.
Buchbeitrag
A holistic view of adaptive supply chain
Haertel, Christian; Nahhas, Abdulrahman; Daase, Christian; Volk, Matthias; Turowski, Klaus
In: AMCIS 2022 Proceedings - AIS Library . - 2022, insges. 11 S.
Buchbeitrag
DMISTA - conceptual data model for interactions in support ticket administration
Mertens, Christian; Nürnberger, Andreas
In: Konferenz: 24th International Conference on Enterprise Information Systems, ICEIS, Online, April 25-27, 2022, Proceedings of the 24th International Conference on Enterprise Information Systems - Volume 1 - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Filipe, Joaquim . - 2022, S. 112-119
Buchbeitrag
Facilitating the decentralisation of software development projects from a project management perspective - a literature review
Timmermann, Sven; Staegemann, Daniel; Volk, Matthias; Pohl, Matthias; Haertel, Christian; Hintsch, Johannes; Turowski, Klaus
In: Konferenz: 4th International Conference on Finance, Economics, Management and IT Business, FEMIB, online, April 24-25, 2022, Proceedings of the 4th International Conference on Finance, Economics, Management and IT Business - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Arami, Mitra . - 2022, S. 22-34
Buchbeitrag
When can I expect the mhealth user to return? - prediction meets time series with gaps
Schleicher, Miro; Pryss, Rüdiger; Schlee, Winfried; Spiliopoulou, Myra
In: Konferenz: 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 1417, 2022, Artificial Intelligence in Medicine - Cham: Springer International Publishing; Michalowski, Martin . - 2022, S. 310-320 - ( Lecture notes in computer science; volume 13263)
Buchbeitrag
Investigating the incorporation of big data in management information systems
Staegemann, Daniel; Feuersenger, Hannes; Volk, Matthias; Liedtke, Patrick; Arndt, Hans-Knud; Turowski, Klaus
In: Business Information Systems Workshops - Cham: Springer International Publishing; Abramowicz, Witold . - 2022, S. 109-120 - ( Lecture notes in business information processing; volume 444)
Buchbeitrag
Do graph neural networks build fair user models? - assessing disparate impact and mistreatment in behavioural user profiling
Purificato, Erasmo; Boratto, Ludovico; De Luca, Ernesto William
In: Konferenz: 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, USA, October 17 - 21, 2022, CIKM '22: proceedings of the 31th ACM International Conference on Information & Knowledge Management/ CIKM - New York, NY: Association for Computing Machinery; Al Hasan, Mohammad . - 2022, S. 4399-4403
Buchbeitrag
Preservation of (higher) trustworthiness in IAM for distributed workflows and systems based on eIDAS
Strack, Hermann; Karius, Sebastian; Gollnick, Marlies; Lips, Meiko; Wefel, Sandro; Altschaffel, Robert
In: Konferenz: Open Identity Summit 2022, Copenhagen, Denmark, 07.-08.07.2022, Open Identity Summit 2022/ Open Identity Summit - Bonn: Gesellschaft für Informatik . - 2022, S. 125-130
Buchbeitrag
Tell me why its fake - developing an explainable user interface for a fake news detection system
Purificato, Erasmuo; Shahania, Saijal; De Luca, Ernesto William
In: Konferenz: 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 - December 3, 2022, CEUR workshop proceedings - Aachen, Germany: RWTH Aachen, Bd. 3277 (2022), S. 51-63
Buchbeitrag
Are altmetrics useful for assessing scientific impact - a survey
Shakeel, Yusra; Alchokr, Rand; Krüger, Jacob; Saake, Gunter; Leich, Thomas
In: Konferenz: 14th International Conference on Management of Digital EcoSystems, Venice, Italy, 20-21 October 2022, MEDES 2022 - New York, NY: ACM . - 2022, insges. 4 S.
Buchbeitrag
Verification strategies for feature-oriented software product lines
Kuiter, Elias; Knüppel, Alexander; Bordis, Tabea; Runge, Tobias; Schaefer, Ina
In: Proceedings of the 16th International Working Conference on Variability Modelling of Software-Intensive Systems / Arcaini , Paolo - New York,NY,United States : Association for Computing Machinery ; Arcaini, Paolo . - 2022, Artikel 12, insges. 9 S.
Buchbeitrag
Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data
Schleicher, Miro; Hamacher, Sebastian; Naujoks, Mats; Günther, Kolja; Schmidt, Timo; Pryss, Rüdiger; Schobel, Johannes; Schlee, Winfried; Spiliopoulou, Myra
In: Symposium: 35th International Symposium on Computer-Based Medical Systems, CBMS, Shenzen, China, 21-23 July 2022, 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) - Piscataway, NJ: IEEE . - 2022
Buchbeitrag
A semantic model for embracing privacy as contextual integrity in the internet of things (short paper)
Ezennaya-Gomez, Salatiel; Vielhauer, Claus; Dittmann, Jana
In: Computer Security. ESORICS 2021 International Workshops - Cham: Springer International Publishing; Katsikas, Sokratis . - 2022, S. 413-423 - ( Lecture notes in computer science; volume 13106)
Buchbeitrag
Data-driven reconstruction of fingerprints from minutiae maps
Makrushin, Andrey; Mannam, Venkata Srinath; Meghana Rao, B. N.; Dittmann, Jana
In: IEEE 24rd International Workshop on Multimedia Signal Processing (MMSP 2022) - [Piscataway, NJ]: IEEE . - 2022, insges. 6 S.
Buchbeitrag
Towards developer support for merging forked test cases
Schulze, Sandro; Krüger, Jacob; Wünsche, Johannes
In: Proceedings of the 26th ACM International Systems and Software Product Line Conference - Volume A / Felfernig , Alexander - New York,NY,United States : Association for Computing Machinery ; Felfernig, Alexander . - 2022, S. 131-141
Buchbeitrag
Discovering instantaneous granger causalities in non-stationary categorical time series data
Jamaludeen, Noor; Unnikrishnan, Vishnu; Brechmann, André; Spiliopoulou, Myra
In: Artificial Intelligence in Medicine , 1st ed. 2022. - Cham : Springer International Publishing ; Michalowski, Martin, S. 200-209 - (Lecture notes in computer science; volume 13263)
Buchbeitrag
Covert channels in network time security
Lamshöft, Kevin; Dittmann, Jana
In: Proceedings of the 2022 ACM Workshop on Information Hiding and Multimedia Security/ Manjunath - New York,NY,United States: Association for Computing Machinery; Manjunath, B.S. . - 2022, S. 69-79
Buchbeitrag
Reliability estimation of a smart metering architecture using a Monte Carlo simulation
Altenburg, Tobias; Volk, Matthias; Staegemann, Daniel; Turowski, Klaus
In: Konferenz: 7th International Conference on Internet of Things, Big Data and Security, IoTBDS 2022, web-based event, 22 - 24 April 2022, Proceedings of the 7th International Conference on Internet of Things, Big Data and Security (IoTBDS 2022)/ IoTBDS - Setúbal: SciTePress - Science and Technology Publications, Lda. . - 2022, S. 47-54
Buchbeitrag
Microblogs - a means for simulating informal learning beyond classrooms
Obionwu, Chukwuka Victor; Broneske, David; Saake, Gunter
In: Konferenz: 14th International Conference on Education Technology and Computers, Barcelona Spain, October 28 - 30, 2022, Proceedings of the 14th International Conference on Education Technology and Computers - New York,NY,United States: Association for Computing Machinery . - 2022, S. 219-225
Buchbeitrag
Adapting the (big) data science engineering process to the application of test driven development
Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: Konferenz: 19th International Conference on Smart Business Technologies, ICSBT, Lisbon, Portugal, July 14-16, 2022, Proceedings of the 19th International Conference on Smart Business Technologies (ICSBT 2022)l - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wijnhoven, Fons . - 2022, S. 120-129
Buchbeitrag
Revisiting online privacy and security mechanisms applied in the in-app payment realm from the consumers perspectives
Ezennaya-Gomez, Salatiel; Blumenthal, Edgar; Eckardt, Marten; Krebs, Justus; Kuo, Christopher; Porbeck, Julius; Toplu, Emirkan; Kiltz, Stefan; Dittmann, Jana
In: Konferenz: 17th International Conference on Availability, Reliability and Security, ARES 2022, Vienna Austria, 23 - 26 August 2022, Proceedings of the 17th International Conference on Availability, Reliability and Security, ARES ' 22 - New York, New York: The Association for Computing Machinery . - 2022, insges. 12 S.
Buchbeitrag
Supporting systematic literature reviews using deep-learning-based language models
Alchokr, Rand; Borkar, Manoj; Thotadarya, Sharanya; Saake, Gunter
In: The 1st Intl. Workshop on Natural Language-Based Software Engineering/ IEEE/ACM International Workshop on Natural Language-Based Software Engineering - [Piscataway, NJ]: IEEE . - 2022, S. 67-74
Buchbeitrag
Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data
Niemann, Uli; Neog, Atrayee; Behrendt, Benjamin; Lawonn, Kai; Gutberlet, Matthias; Spiliopoulou, Myra; Preim, Bernhard; Meuschke, Monique
In: Symposium: 35th International Symposium on Computer-Based Medical Systems, CBMS, Shenzen, China, 21-23 July 2022, 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) - Piscataway, NJ: IEEE . - 2022, S. 416-421
Buchbeitrag
A survey of context-aware cross-digital library personalization
Nika, Ana; Catarci, Tiziana; Ioannidis, Yannis; Katifori, Akrivi; Koutrika, Georgia; Manola, Natalia; Nürnberger, Andreas; Thaller, Manfred
In: Adaptive multimedia retrieval - context, exploration, and fusion ; 8th international workshop, AMR 2010, Linz, Austria, August 17 - 18, 2010 ; revised selected papers - Berlin [u.a.]: Springer . - 2011, S. 16-30
Buchbeitrag
Towards patient specific reconstruction using perception-aware CNN and planning CT as prior
Ghosh, Suhita; Ernst, Philipp; Rose, Georg; Nürnberger, Andreas; Stober, Sebastian
In: Konferenz: 19th International Symposium on Biomedical Imaging, ISBI, Kolkata, India, 28-31 March 2022, IEEE ISBI 2022 proceedings/ IEEE ISBI - Piscataway, NJ, USA1: IEEE; isbi . - 2022
Buchbeitrag
Hidden in plain sight - persistent alternative mass storage data streams as a means for data hiding with the help of UEFI NVRAM and implications for IT forensics
Kiltz, Stefan; Altschaffel, Robert; Dittmann, Jana
In: Proceedings of the 2022 ACM Workshop on Information Hiding and Multimedia Security/ Manjunath - New York,NY,United States: Association for Computing Machinery; Manjunath, B.S. . - 2022, S. 107-112
Buchbeitrag
Altmetrics and citation counts - an empirical analysis of the computer science domain
Shakeel, Yusra; Alchokr, Rand; Kruger, J.; Leich, Thomas; Saake, Gunter
In: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries/ Aizawa - New York,NY,United States: Association for Computing Machinery; Aizawa, Akiko . - 2022, S. 1-11
Buchbeitrag
Lowering big data project barriers - identifying system architecture templates for standard use cases in big data
Volk, Matthias; Staegemann, Daniel; Saxena, Akanksha; Hintsch, Johannes; Jamous, Naoum; Turowski, Klaus
In: Konferenz: 19th International Conference on Smart Business Technologies, ICSBT, Lisbon, Portugal, July 14-16, 2022, Proceedings of the 19th International Conference on Smart Business Technologies (ICSBT 2022)l - [Setúbal, Portugal]: SCITEPRESS - Science and Technology Publications, Lda.; Wijnhoven, Fons . - 2022, S. 33-44
Buchbeitrag
Evaluation of deeply supervised neural networks for 3D pore segmentation in additive manufacturing
Iuso, Domenico; Chatterjee, Soumick; Heylen, Rob; Cornelissen, Sven; De Beenhouwer, Jan; Sijbers, Jan
In: Konferenz: SPIE Optical Engineering + Application, San Diego, California, United States, 21-26 August 2022, Proceedings of SPIE/ SPIE - Bellingham, Wash.: SPIE, Bd. 12242 (2022)
Buchbeitrag
Digitization of (higher) education processes - innovations, security and standards
Strack, H.; Gollnick, M.; Karius, S.; Lips, M.; Wefel, S.; Altschaffel, Robert; Bacharach, G.; Gottlieb, M.; Pongratz, H.; Radenbach, W.; Waßmann, A.
In: EPiC series in computing - [Manchester] : EasyChair . - 2012, S. 22-33
Buchbeitrag
Tseitin or not tseitin? - the impact of CNF transformations on feature-mModel analyses
Kuiter, Elias; Krieter, Sebastian; Sundermann, Chico; Thüm, Thomas; Saake, Gunter
In: Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering - New York,NY,United States: Association for Computing Machinery . - 2022, Artikel 110, insges. 13 S.
Buchbeitrag
OPECUR - an enhanced clustering-based model for discovering unexpected rules
Darrab, Sadeq; Bhardwaj, Priyamvada; Broneske, David; Saake, Gunter
In: Konferenz: 17th International Conference, ADMA 2021, Sydney, NSW, Australia, February 2-4, 2022, Advanced Data Mining and Applications - Cham: Springer International Publishing; Li, Bohan . - 2022, S. 29-41 - (Lecture notes in computer science; volume 13088)
Buchbeitrag
On academic age aspect and discovering the golden age in software engineering
Alchokr, Rand; Krüger, Jacob; Shakeel, Yusra; Saake, Gunter; Leich, Thomas
In: Konferenz: 44th International Conference on Software Engineering, Pittsburgh Pennsylvania, May 21 - 29, 2022, 15th International Conference on Cooperative and Human Aspects of Software Engineering/ IEEE/ACM International Conference on Formal Methods in Software Engineering - [Piscataway, NJ]: IEEE; Baldassarre, Maria Teresa . - 2022, S. 102-106
Buchbeitrag
A collaborative learning environment using blogs in a learning management system
Obionwu, Victor; Broneske, David; Saake, Gunter
In: Konferenz: 18th EAI International Conference on Computer Science and Education in Computer Science, CSECS 2022, virtual event, June 24-27, 2022, Computer Science and Education in Computer Science - Cham: Springer Nature Switzerland; Zlateva, Tanya . - 2022, S. 213-232 - (Lecture notes of the institute for computer sciences, social informatics and telecommunications engineering; volume 450)
Buchbeitrag
Possible application scenarios for a German national education platform
Staegemann, Daniel; Degenkolbe, René; Weidner, Stefan; Häusler, Robert; Lange, Vinzent; Turowski, Klaus
In: Konferenz: 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KMIS,Valletta, Malta, 2022, Proceedings of the 14th International Conference on Computer Supported Education (CSEDU 2022) ; Volume 1/ CSEDU - Setúbal: SciTePress - Science and Technology Publications, Lda.; Cukurova, Mutlu . - 2022, S. 361-368
Buchbeitrag
A process model for test driven development in the big data domain
Staegemann, Daniel; Volk, Matthias; Jamous, Naoum; Turowski, Klaus
In: Konferenz: 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KMIS,Valletta, Malta, 2022, Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Volume 3 - SCITEPRESS; Bernardino, Jorge . - 2022, S. 109-118
Buchbeitrag
Empirical evaluation of BPMN extension language
Lodhi, Azeem; Saake, Gunter; Turowski, Klaus
In: Konferenz: 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KMIS,Valletta, Malta, 2022, Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Volume 3 - SCITEPRESS; Bernardino, Jorge . - 2022, S. 239-247
Buchbeitrag
Topic maps as a tool for facilitating collaborative work pedagogy in knowledge management systems
Obionwu, Victor; Broneske, David; Saake, Gunter
In: Konferenz: 12th International Conference on Information Communication and Management, ICICM 2022, London, 13-15 July 2022, Proceedings of the 12th International Conference on Information Communication and Management - New York,NY,United States: Association for Computing Machinery . - 2022, S. 50-60
Buchbeitrag
An evolutionary analysis of software-architecture smells
Gnoyke, Philipp; Schulze, Sandro; Krüger, Jacob
In: GI-Edition / Proceedings/ Gesellschaft für Informatik - Bonn: Ges. für Informatik, Bd. P320 (2022), S. 33-34
Buchbeitrag
Migration patterns for applications in cloud computing environments
Pohl, Matthias; Babel, Alexander; Staegemann, Daniel; Haertel, Christian; Kharitonov, Andrey; Nahhas, Abdulrahman; Turowski, Klaus
In: Kongress: Seventh International Congress on Information and Communication Technology, ICICT 2022, London, February 21-24, 2022, Proceedings of Seventh International Congress on Information and Communication Technology - Singapore: Springer Nature Singapore; Yang, Xin-She . - 2023, S. 621-630, 2022 - (Lecture notes in networks and systems; volume 465)
Buchbeitrag
BiTe-REx - an explainable bilingual text retrieval system in the automotive domain
Sudhi, Viju; Wehnert, Sabine; Homner, Norbert Michael; Ernst, Sebastian; Gonter, Mark; Krug, Andreas; De Luca, Ernesto William
In: Konferenz: 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval/ Amigo - New York,NY,United States: Association for Computing Machinery; Amigo, Enrique . - 2022, S. 3251-3255
Buchbeitrag
Incorporating altmetrics to support selection and assessment of publications during literature analyses
Shakeel, Yusra; Alchokr, Rand; Krüger, Jacob; Leich, Thomas; Saake, Gunter
In: The International Conference on Evaluation and Assessment in Software Engineering 2022/ Staron - New York,NY,United States: Association for Computing Machinery; Staron, Miroslaw . - 2022, S. 180-189
Buchbeitrag
A systematic mapping study of security concepts for configurable data storages
May, Richard; Biermann, Christian; Krüger, Jacob; Saake, Gunter; Leich, Thomas
In: Konferenz: 26th ACM International Systems and Software Product Line Conference, SPLC '22, Graz , Austria, September 12 - 16, 2022, Proceedings of the 26th ACM International Systems and Software Product Line Conference - Volume A/ Felfernig - New York,NY,United States: Association for Computing Machinery; Felfernig, Alexander . - 2022, S. 108-119
Buchbeitrag
A closer look into collaborative publishing at software-engineering conferences
Alchokr, Rand; Krüger, Jacob; Shakeel, Yusra; Saake, Gunter; Leich, Thomas
In: Konferenz: 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20-23, 2022, Linking Theory and Practice of Digital Libraries - Cham: Springer International Publishing; Silvello, Gianmaria . - 2022, S. 395-402 - ( Lecture notes in computer science; volume 13541)
Buchbeitrag
Providing clarity on big data - discussing its definition and the most relevant data characteristics
Volk, Matthias; Staegemann, Daniel; Turowski, Klaus
In: Konferenz: 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KMIS,Valletta, Malta, 2022, Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Volume 3 - SCITEPRESS; Bernardino, Jorge . - 2022, S. 141-148
Buchbeitrag
Exploring the test driven development of a fraud detection application using the Google cloud platform
Staegemann, Daniel; Volk, Matthias; Perera, Maneendra; Turowski, Klaus
In: Konferenz: 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, KMIS,Valletta, Malta, 2022, Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Volume 3 - SCITEPRESS; Bernardino, Jorge . - 2022, S. 83-94
Buchbeitrag
Towards explainable search in legal text
Polley, Sayantan
In: Konferenz: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Advances in Information Retrieval - Cham: Springer International Publishing; Hagen, Matthias . - 2022, S. 528-536 - ( Lecture notes in computer science; volume 13186)
Buchbeitrag
A concept for the use of chatbots to provide the public with vital information in crisis situations
Staegemann, Daniel; Volk, Matthias; Daase, Christian; Pohl, Matthias; Turowski, Klaus
In: Proceedings of Sixth International Congress on Information and Communication Technology: ICICT 2021, London, Volume 2 - Singapore: Springer Singapore; Yang, Xin-She . - 2022, S. 281-289 - (Lecture notes in networks and systems; volume 236)
Buchbeitrag
Weighted altmetric scores to facilitate literature analyses
Shakeel, Yusra; Bharti, Abhisar; Leich, Thomas; Saake, Gunter
In: Konferenz: 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20-23, 2022, Linking Theory and Practice of Digital Libraries - Cham: Springer International Publishing; Silvello, Gianmaria . - 2022, S. 459-465 - ( Lecture notes in computer science; volume 13541)
Buchbeitrag
Slide-recommendation system - a strategy for integrating instructional feedback into online exercise sessions
Obionwu, Victor; Toulouse, Vincent; Broneske, David; Saake, Gunter
In: Proceedings of the 11th International Conference on Data Science, Technology and Applications (DATA 2022)/ International Conference on Data Science, Technology and Applications - Setúbal: SciTePress - Science and Technology Publications, Lda.; Cuzzocrea, Alfredo . - 2022, S. 541-548
Buchbeitrag
UCRP-miner - mining patterns that matter
Darrab, Sadeq; Broneske, David; Saake, Gunter
In: Konferenz: 5th International Conference on Data Science and Information Technology, DSIT, Shanghai, China, 22-24 July 2022, 2022 5th International Conference on Data Science and Information Technology (DSIT) - New York,NY,United States: Association for Computing Machinery . - 2022, insges. 7 S.
Buchbeitrag
Peer-reviewing and submission dynamics around top software-engineering venues - a juniors perspective
Alchokr, Rand; Krüger, Jacob; Shakeel, Yusra; Saake, Gunter; Leich, Thomas
In: The International Conference on Evaluation and Assessment in Software Engineering 2022/ Staron - New York,NY,United States: Association for Computing Machinery; Staron, Miroslaw . - 2022, S. 60-69
Buchbeitrag
Improving performance of machine learning based detection of network steganography in industrial control systems
Neubert, Tom; Caballero Morcillo, Antonio José; Vielhauer, Claus
In: Konferenz: 17th International Conference on Availability, Reliability and Security, ARES 2022, Vienna Austria, 23 - 26 August 2022, Proceedings of the 17th International Conference on Availability, Reliability and Security, ARES ' 22 - New York, New York: The Association for Computing Machinery . - 2022, insges. 8 S.
Buchbeitrag
A skill sharing platform for team collaboration and knowledge exchange
Obionwu, Victor; Nürnberger, Anderas; Saake, Gunter
In: Konferenz: 18th International Conference on Web Information Systems and Technologies, WEBIST 2022, Valletta - Malta, October 25 - 27, 2022, WEBIST 2022 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Decker, Stefan . - 2022, S. 365-372
Buchbeitrag
Edumeres toolbox - functional, technical, architectural analysis
De Luca, Ernesto William; Fallucchi, Francesca; Nobili, Cristian
In: Konferenz: 15th International Conference on Metadata and Semantics Research, MTSR 2021, Virtual Event, November 29 - December 3, 2021, Metadata and Semantic Research - Cham: Springer International Publishing; Garoufallou, Emmanouel . - 2022, S. 212-223 - (Communications in computer and information science; volume 1537)
Buchbeitrag
Unified operations for variability in space and time
Ananieva, Sofia; Greiner, Sandra; Krüger, Jacob; Linsbauer, Lukas; Grüner, Sten; Kehrer, Timo; Kühn, Thomas; Seidl, Christoph; Reussner, Ralf
In: Konferenz: 16th International Working Conference on Variability Modelling of Software-Intensive Systems, VaMoS, Florence Italy, February 23 - 25, 2022, Proceedings of the 16th International Working Conference on Variability Modelling of Software-Intensive Systems/ Arcaini - New York,NY,United States: Association for Computing Machinery; Arcaini, Paolo . - 2022, insges. 10 S.
Buchbeitrag
Data-driven prediction of athletes performance based on their social media presence
Dreyer, Frank; Greif, Jannik; Günther, Kolja; Spiliopoulou, Myra; Niemann, Uli
In: Konferenz: 25th International Conference on Discovery Science, DS 2022, Montpellier, France, October 10-12, 2022, Discovery Science - Cham: Springer Nature Switzerland; Pascal, Poncelet . - 2022, S. 197-211 - (Lecture notes in computer science; volume 13601)
Buchbeitrag
Das Phänomen Deepfakes - Künstliche Intelligenz als Element politischer Einflussnahme und Perspektive einer Echtheitsprüfung
Louban, Anna; Tahraoui, Milan; Aden, Hartmut; Fährmann, Jan; Krätzer, Christian; Dittmann, Jana
In: Künstliche Intelligenz, Demokratie und Privatheit / Auswirkungen der Künstlichen Intelligenz auf Demokratie und Privatheit , 2021 , 1. Auflage - Baden-Baden : Nomos ; Friedewald, Michael *1965-* . - 2022, S. 265-287
Begutachteter Zeitschriftenartikel
Dimensions of tinnitus-related distress
Brueggemann, Petra; Mebus, Wilhelm; Boecking, Benjamin; Amarjargal, Nyamaa; Niemann, Uli; Spiliopoulou, Myra; Dobel, Christian; Rose, Matthias; Mazurek, Birgit
In: Brain Sciences - Basel: MDPI AG, Bd. 12 (2022), 2, insges. 13 S.
Begutachteter Zeitschriftenartikel
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
Begutachteter Zeitschriftenartikel
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: Scientific reports - [London]: Macmillan Publishers Limited, part of Springer Nature, Bd. 12 (2022), insges. 11 S.
Begutachteter Zeitschriftenartikel
Enriching videos with automatic place recognition in google maps
Fallucchi, Francesca; Stabile, Rosario; Purificato, Erasmo; Giuliano, Romeo; De Luca, Ernesto William
In: Multimedia tools and applications - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 81 (2022), 16, S. 23105-23121
Begutachteter Zeitschriftenartikel
Addressing IT capacity management concerns using machine learning techniques
Müller, Hendrik; Kharitonov, Andrey; Nahhas, Abdulrahman; Bosse, Sascha; Turowski, Klaus
In: SN Computer Science - Singapore : Springer Singapore, Bd. 3 (2022), Artikel 26, insges. 15 S.
Begutachteter Zeitschriftenartikel
Virtual reality for medical annotation tasks - a systematic review
Rother, Anne; Spiliopoulou, Myra
In: Frontiers in virtual reality - Lausanne : Frontiers Media, Bd. 3 (2022), Artikel 717383, insges. 12 S.
Begutachteter Zeitschriftenartikel
A literature review on the challenges of applying test-driven development in software engineering
Staegemann, Daniel; Volk, Matthias; Perera, Maneendra; Haertel, Christian; Pohl, Matthias; Daase, Christian; Turowski, Klaus
In: Complex systems informatics and modeling quarterly - Riga: Techn. Univ., Bd. 31 (2022), S. 18-28
Begutachteter Zeitschriftenartikel
Forensic data model for artificial intelligence based media forensics - Illustrated on the example of DeepFake detection
Siegel, Dennis; Krätzer, Christian; Seidlitz, Stefan; Dittmann, Jana
In: Electronic imaging - Springfield, VA: Society for Imaging Sciences and Technology, Bd. 34 (2022), 4, insges. 6 S.
Begutachteter Zeitschriftenartikel
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
Begutachteter Zeitschriftenartikel
Get it running - a sovereign Open Source and server environment in hard- and software as a basic setup to enhance IT security, privacy and sustainability
Kiltz, Stefan; Altschaffel, Robert; Dittmann, Jana
In: Proceedings of the SAP Academic Community Conference 2022 DACH - Garching bei München: SAP University Competence Center; Mathis, Uta . - 2022, S. 135-146
Begutachteter Zeitschriftenartikel
Transferability of a battery cell end-of-life prediction model using survival analysis
Santhira Sekeran, Maya; Živadinović, Milan; Spiliopoulou, Myra
In: Energies - Basel: MDPI, Bd. 15 (2022), 8, insges. 16 S.
Begutachteter Zeitschriftenartikel
DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Sarasaen, Chompunuch; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 8 (2022), Heft 10, Artikel 259, insges. 22 S.
Begutachteter Zeitschriftenartikel
Discriminating free hand movements using support vector machine and recurrent neural network algorithms
Reichert, Christoph; Klemm, Lisa; Mushunuri, Raghava Vinaykanth; Kalyani, Avinash; Schreiber, Stefanie; Kühn, Esther; Azañón, Elena
In: Sensors - Basel: MDPI, 2001, Bd. 22 (2022), 16, insges. 12 S.
Begutachteter Zeitschriftenartikel
The use of responsible artificial intelligence techniques in the context of loan approval processes
Purificato, Erasmo; Lorenzo, Flavio; Fallucchi, Francesca; De Luca, Ernesto William
In: International journal of human computer interaction - New York, NY: Taylor & Francis . - 2022
Begutachteter Zeitschriftenartikel
Juxtaposing medical centers using different questionnaires through score predictors
Puga, Clara; Schleicher, Miro; Niemann, Uli; Unnikrishnan, Vishnu; Boecking, Benjamin; Brueggemann, Petra; Simoes, Jorge; Langguth, Berthold; Schlee, Winfried; Mazurek, Birgit; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 16 (2022), Artikel 818686, insges. 12 S.
Begutachteter Zeitschriftenartikel
Process-driven modelling of media forensic investigations-considerations on the example of DeepFake detection
Krätzer, Christian; Siegel, Dennis; Seidlitz, Stefan; Dittmann, Jana
In: Sensors - Basel: MDPI, Bd. 22 (2022), 9, insges. 32 S.
Begutachteter Zeitschriftenartikel
A conceptual model for unifying variability in space and time - rationale, validation, and illustrative applications
Ananieva, Sofia; Greiner, Sandra; Kehrer, Timo; Krüger, Jacob; Kühn, Thomas; Linsbauer, Lukas; Grüner, Sten; Koziolek, Anne; Lönn, Henrik; Ramesh, S.; Reussner, Ralf
In: Empirical software engineering - Dordrecht [u.a.]: Springer Science + Business Media B.V, Bd. 27 (2022), 5, insges. 53 S.
Begutachteter Zeitschriftenartikel
Adaptive and maladaptive brain functional network reorganization after stroke in hemianopia patients - an electroencephalogram-tracking study
Xu, Jiahua; Schoenfeld, Mircea Ariel; Rossini, Paolo Maria; Tatlisumak, Turgut; Nürnberger, Andreas; Antal, Andrea; He, Huiguang; Gao, Ying; Sabel, Bernhard A.
In: Brain Connectivity - New Rochelle, NY: Liebert, Bd. 12 (2022), 8, S. 725-739
Begutachteter Zeitschriftenartikel
StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 149 (2022)
Begutachteter Zeitschriftenartikel
Hybrid approach for solving multi-objective Hybrid Flow Shop scheduling problems with family setup times
Nahhas, Abdulrahman; Kharitonov, Andrey; Alwadi, Ahmad; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.]: Elsevier, Bd. 200 (2022), S. 1685-1694
Begutachteter Zeitschriftenartikel
Assessment of immune status using inexpensive cytokines - a literature review and learning approaches
Jamaludeen, Noor; Lehmann, Juliane; Beyer, Christian; Vogel, Katrin; Pierau, Mandy; Brunner-Weinzierl, Monika; Spiliopoulou, Myra
In: Sensors - Basel: MDPI, 2001, Bd. 22 (2022), 24, insges. 26 S.
Begutachteter Zeitschriftenartikel
Comparative analysis of machine learning models for anomaly detection in manufacturing
Kharitonov, Andrey; Nahhas, Abdulrahman; Pohl, Matthias; Turowski, Klaus
In: Procedia computer science - Amsterdam [u.a.] : Elsevier, Bd. 200 (2022), S. 1288-1297
Begutachteter Zeitschriftenartikel
XAI4EEG - spectral and spatio-temporal explanation of deep learning-based seizure detection in EEG time series
Raab, Dominik; Theissler, Andreas; Spiliopoulou, Myra
In: Neural computing & applications - London: Springer . - 2022, insges. 18 S.
Begutachteter Zeitschriftenartikel
Quantitative evaluation of prospective motion correction in healthy subjects at 7T MRI
Sciarra, Alessandro; Mattern, Hendrik; Yakupov, Renat; Chatterjee, Soumick; Stucht, Daniel; Oeltze-Jafra, Steffen; Godenschweger, Frank; Speck, Oliver
In: Magnetic resonance in medicine - New York, NY [u.a.]: Wiley-Liss, 1984, Bd. 87 (2022), 2, S. 646-657
Begutachteter Zeitschriftenartikel
ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 143 (2022), Artikel 105321
Begutachteter Zeitschriftenartikel
Predicting ecological momentary assessments in an app for tinnitus by learning from each user's stream with a contextual multi-armed bandit
Shahania, Saijal; Unnikrishnan, Vishnu; Pryss, Rüdiger; Kraft, Robin; Schobel, Johannes; Hannemann, Ronny; Schlee, Winny; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 16 (2022), Artikel 836834, insges. 17 S.
Begutachteter Zeitschriftenartikel
The threat of covert channels in network time synchronisation protocols
Lamshöft, Kevin; Hielscher, Jonas; Krätzer, Christian; Dittmann, Jana
In: Journal of cyber security and mobility - Gistrup: River Publishers, Bd. 11 (2022), 2, S. 165-204
Begutachteter Zeitschriftenartikel
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), insges. 9 S.
Begutachteter Zeitschriftenartikel
Smartphone-guided educational counseling and self-help for chronic tinnitus
Schlee, Winfried; Neff, Patrick; Simoes, Jorge; Langguth, Berthold; Schoisswohl, Stefan; Steinberger, Heidi; Norman, Marie; Spiliopoulou, Myra; Schobel, Johannes; Hannemann, Ronny; Pryss, Rüdiger
In: Journal of Clinical Medicine - Basel: MDPI, Bd. 11 (2022), 7, insges. 11 S.
Begutachteter Zeitschriftenartikel
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Nagaraja Rao, Rajatha; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: Applied Sciences - Basel : MDPI, Bd. 12 (2022), Heft 4, Artikel 1834, insges. 20 S.
Dissertation
User behavior models for exploratory information seeking
Kotzyba, Michael; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xxiii, 256 Seiten, 8,47 MB) [Literaturverzeichnis: Seite 239-256]
Dissertation
Noninvasive brain stimulation and visual field decoding for vision recovery in patients with occipital brain damage
Xu, Jiahua; Nürnberger, Andreas; Sabel, Bernhard A.
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xiv, 126 Seiten, 26,41 MB) [Literaturverzeichnis: Seite 101-124]
Dissertation
On optimal storage for heterogeneous hybrid transactional/analytical processing
Pinnecke, Marcus; Saake, Gunter
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xiii, 150 Seiten, 6,95 MB), Illustrationen
Dissertation
Efficient interactive and automated product-line configuration
Krieter, Sebastian; Saake, Gunter; Leich, Thomas
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xiv, 159 Seiten, 2,62 MB), Illustrationen
Dissertation
Towards combining search and exploration - escaping the filter bubble through map-based exploration
Low, Thomas; Nürnberger, Andreas
In: Magdeburg: Universitätsbibliothek, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, 1 Online-Ressource (xii, 210 Seiten, 11,88 MB) [Literaturverzeichnis: Seite 173-189]
Dissertation
Decision support for the technology selection in Big Data projects - an end-to-end approach
Volk, Matthias; Turowski, Klaus; Zeier, Alexander
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xxiv, 292 Seiten, 21,3 MB), Illustrationen
Dissertation
Reducing artefacts in MRI using Deep Learning - enhancing automatic image processing pipelines
Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magdeburg, 2022, xxv, 360 Seiten, Illustrationen, Diagramme, 30 cm
Dissertation
Analytical business process modeling language
Lodhi, Azeem; Saake, Gunter; Turowski, Klaus
In: Magdeburg: Universitätsbibliothek, 2022, 1 Online-Ressource (xiv, 170 Seiten, 4,82 MB), Illustrationen
Herausgeberschaft
Proceedings of the SAP Academic Community Conference 2022 DACH - 12. bis 13. September 2022
Mathis, Uta; Ondrusch, Nicole; Kilian, Dietmar; Krcmar, Helmut; Turowski, Klaus; Weidner, Stefan
In: Garching bei München: SAP University Competence Center, 2022, 1 Online-Ressource
Herausgeberschaft
Advances and New Trends in Environmental Informatics - A Bogeyman or Saviour for the UN Sustainability Goals?
Wohlgemuth, Volker; Naumann, Stefan; Behrens, Grit; Arndt, Hans-Knud
In: Cham: Imprint: Springer, 2022., 1 Online-Ressource (IX, 292 p. 91 illus., 76 illus. in color.) - (Springer eBook Collection; Progress in IS)
Herausgeberschaft
EnviroInfo 2022 - short-/work in progress-papers : September 26-28, 2022, Hamburg, Germany
Wohlgemuth, Volker; Naumann, Stefan; Arndt, Hans-Knud; Behrens, Grit; Höb, Maximilian
In: Bonn: Gesellschaft für Informatik e.V. (GI), 2022, 1 CD-ROM, 12 cm - (GI-Edition; Proceedings; volume P-328)Kongress: EnviroInfo 2022 36 : 2022.09.26-28
Artikel in Kongressband
Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Talagini Ashoka, Anitha Bhat; Cheepinahalli Vasudeva, Mayura Gurjar; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.
Artikel in Kongressband
Facing big data system architecture deployments - towards an automated approach using container technologies for rapid prototyping
Volk, Matthias; Staegemann, Daniel; Islam, Ashraful; Turowski, Klaus
In: Konferenz: 55th Hawaii International Conference on System Sciences, HICSS55, online, 2022, Proceedings of the 55th Annual Hawaii International Conference on System Sciences/ Hawaii International Conference on System Sciences - Honolulu, HI: Department of IT Management, Shidler College of Business, University of Hawaii at Manoa; Bui, Tung X. . - 2022, S. 6125-6134
Artikel in Kongressband
Meta-scientific reflection of undergraduate students - is mathematics a natural science?
Fesser, Patrick; Rach, Stefanie
In: Konferenz: 45th Conference of the International Group for the Psychology of Mathematics Education, Alicante, Spain,, Proceedings of the 45th conference of the international group for the psychology of mathematics education - Publicacions Institucionals UA . - 2022, S. 259-266
Artikel in Kongressband
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: ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 10 S.
Artikel in Kongressband
Addressing the dichotomy of theory and practice in design science research methodologies
Daase, Christian; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: Konferenz: 17th International Conference on Design Science Research in Information Systems and Technology, St. Petersburg, FL, USA, June 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 6 S.
Artikel in Kongressband
Multi-scale UNet with self-constructing graph latent for deformable image registration
Chatterjee, Soumick; Bajaj, Himanshi; Hossain Siddiquee, Mohammad Istiyak; Bandi Subbarayappa, Nandish; Simon, Steve; Shashidhar, Suraj; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Artikel in Kongressband
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Serasaen, Chompunuch; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Artikel in Kongressband
StRegA - unsupervised anomaly detection in brain MRIs using compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.
Artikel in Kongressband
Motion-robust dynamic abdominal MRI using k-t GRASP and dynamic dual-channel training of super-resolution U-Net (DDoS-UNet)
Sarasaen, Chompunuch; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Artikel in Kongressband
Dual Branch Prior-SegNet - CNN for interventional CBCT using planning scan and auxiliary segmentation loss
Ernst, Philipp; Ghosh, Suhita; Rose, Georg; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning, MIDL 2022, Zürich, Switzerland, July 06, 2022, Medical Imaging with Deep Learning - OpenReview.net . - 2022, insges. 3 S.
Artikel in Kongressband
Primal-Dual UNet for sparse view cone beam computed tomography volume reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Artikel in Kongressband
Reference-less SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MRIs
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Artikel in Kongressband
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 10 S.
Artikel in Kongressband
Resilience against and detection of information hiding in nuclear instrumentation and control systems within the scope of NSS 17-T
Lamshöft, Kevin; Hildebrandt, Mario; Altschaffel, Robert; Keil, Oliver; Hempel, Ivo; Dittmann, Jana; Neubert, Tom; Vielhauer, Claus
In: Kerntechnik 2022 - Berlin, Deutschland: INFORUM Verlags- und Verwaltungsgesellschaft mbH . - 2022, insges. 6 S.
Artikel in Kongressband
Automatic reading detection during online search sessions
Schwerdt, Johannes; Nürnberger, Andreas
In: Konferenz: 30th ACM Conference on User Modeling, Adaptation and Personalization,Barcelona, Spain, July 4 - 7, 2022, Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization - New York, NY, United States: Association for Computing Machinery . - 2022, S. 13-17
Artikel in Kongressband
Learning to segment brain tumours using an explainable classifier
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Nicht begutachteter Zeitschriftenartikel
Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljić, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2207.10167, insges. 16 S.
Nicht begutachteter Zeitschriftenartikel
MICDIR - multi-scale Inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
Chatterjee, Soumick; Bajaj, Himanshi; Siddiquee, Istiyak H.; Subbarayappa, Nandish Bandi; Simon, Steve; Shashidhar, Suraj Bangalore; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2203.04317, insges. 19 S.
Nicht begutachteter Zeitschriftenartikel
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 9 S.
Nicht begutachteter Zeitschriftenartikel
StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 13 S.
Nicht begutachteter Zeitschriftenartikel
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2202.05355, insges. 12 S.
Nicht begutachteter Zeitschriftenartikel
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2206.05148, insges. 14 S.