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.

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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

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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.

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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

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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.

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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.

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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

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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.

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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

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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

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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.

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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.

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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.

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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

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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.

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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.

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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.

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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

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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)

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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

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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.

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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

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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.

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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

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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

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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

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.

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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

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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), insges. 9 S.

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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.

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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.

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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

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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

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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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

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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.

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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.

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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.

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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.

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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.

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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.

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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.

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