2020
2020
Abstract
Contrast prediction-based regularization for iterative reconstructions (PROSIT)
Mattern, Hendrik; Sciarra, Alessandro; Dünnwald, Max; Chatterjee, Soumick; Müller, Ursula; Oeltze-Jafra, Steffen; Speck, Oliver
In: ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020 / ISMRM Annual Meeting & Exhibition , 2020 - 2020, Poster 3462 [ISMRM 28th annual ISMRM virtual conference & exhibition, virtual, 08. - 14. August 2020]
Online model- and data-based leakage localization in district heating networks - Impact of random measurement errors
Pierl, Dennis; Vahldiek, Kai; Koltermann, Julia; Rüger, Bernd; Michels, Kai; Klawonn, Frank; Nürnberger, Andreas
In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - 2020, paper TuBT11.4
Artikel in Zeitschrift
Steroid-responsive meningitis-arteritis in dogs in Germany - are there epidemiological or clinical factors influencing recurrence rate?
Hilpert, Elisabeth; Tipold, Andrea; Meyerhoff, Nina; Schwerdt, Johannes; Winkler, Sandra; Jurina, Konrad; Fischer, Andrea; Kornberg, Marion; Parzefall, Birgit; Flegel, Thomas
In: Tierärztliche Praxis. Ausgabe K, Kleintiere, Heimtiere - Stuttgart : Thieme, Bd. 48 (2020), Heft 1, S. 5-12
Aufsatz
Substrate-dependent fermentation of bamboo in giant panda gut microbiomes - leaf primarily to ethanol and pith to lactate
Scoma, Alberto; Khor, Way Cern; Coma, Martha; Heyer, Robert; Props, Ruben; Schoelynck, Jonas; Bouts, Tim; Benndorf, Dirk; Li, Desheng; Zhang, Hemin; Rabaey, Korneel
In: Frontiers in microbiology - Lausanne : Frontiers Media - Volume 11 (2020), Artikel 530, insgesamt 12 Seiten
Buchbeitrag
Determining potential failures and challenges in data driven endeavors - a real world case study analysis
Staegemann, Daniel; Volk, Matthias; Vu, Tuan; Bosse, Sascha; Häusler, Robert; Nahhas, Abdulrahman; Pohl, Matthias; Turowski, Klaus
In: IoTBDS 2020 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda. ; Wills, Gary, S. 453-460 [Kongress: 5th International Conference on Internet of Things, Big Data and Security, IoTBDS, Online streaming, 7-9 May 2020]
He..ro DB - a concept for parallel data processing on heterogeneous hardware
Müller, Michael; Leich, Thomas; Pionteck, Thilo; Saake, Gunter; Teubner, Jens; Spinczyk, Olaf
In: Architecture of Computing Systems – ARCS 2020 - 33rd International Conference, Aachen, Germany, May 25–28, 2020, Proceedings , 1st ed. 2020. - Cham : Springer International Publishing ; Brinkmann, André., S. 82-96 - ( Lecture notes in computer science; 12155) [Konferenz: 33rd International Conference on Architecture of Computing Systems, ARCS 2020, Aachen, Germany, May 25-28, 2020]
Filtering-based analysis of spectral and temporal effects of room modes on low-level descriptors of emotionally coloured speech
Gottschalk, Martin; Höbel-Müller, Juliane; Siegert, Ingo; Verhey, Jesko L.; Wendemuth, Andreas
In: Elektronische Sprachsignalverarbeitung 2020 - Tagungsband der 31. Konferenz Magdeburg : Magdeburg, 4.-6. März 2020 / Konferenz "Elektronische Sprachsignalverarbeitung" , 2020 - Dresden : TUDpress ; Wendemuth, Andreas, S. 219-226 - (Studientexte zur Sprachkommunikation; 95) [Konferenz: 31. Konferenz "Elektronische Sprachsignalverarbeitung", Magdeburg, 4.-6. März 2020]
The role of petrimonas mucosa ING2-E5A T in mesophilic biogas reactor systems as deduced from multiomics analyses
Maus, Irena; Tubbesing, Tom; Wibberg, Daniel; Heyer, Robert; Hassa, Julia; Tomazetto, Geizecler; Huang, Liren; Bunk, Boyke; Spröer, Cathrin; Benndorf, Dirk; Zverlov, Vladimir; Pühler, Alfred; Klocke, Michael; Sczyrba, Alexander; Schlüter, Andreas
In: Microorganisms - Basel : MDPI - Volume 8 (2020), 12, Artikel 2024, insgesamt 23 Seiten
#ifdef directives and program comprehension - the dilemma between correctness and preference
Fenske, Wolfram; Krüger, Jacob; Kanyshkova, Maria; Schulze, Sandro
In: 2020 IEEE International Conference on Software Maintenance and Evolution , 2020 - Piscataway, NJ : IEEE ; Treude, Christoph, S. 255-266 [Konferenz: International Conference on Software Maintenance and Evolution, ICSME 2020, Adelaide, Australia, September 28 - October 2, 2020]
Information hiding in industrial control systems - an OPC UA based supply chain attack and its detection
Hildebrandt, Mario; Lamshöft, Kevin; Dittmann, Jana; Neubert, Tom; Vielhauer, Claus
In: IH & MMSec '20 - New York, NY : The Association for Computing Machinery . - 2020, S. 115-120 [Workshop: ACM Workshop on Information Hiding and Multimedia Security, IH & MMSec '20, Denver, USA, June 2020]
RPP algorithm - a method for discovering interesting rare itemsets
Darrab, Sadeq; Broneske, David; Saake, Gunter
In: Data Mining and Big Data , 1st ed. 2020. - Singapore : Springer Singapore ; Tan, Ying, S. 14-25 - ( Communications in Computer and Information Science; volume 1234) [Konferenz: 5th International Conference, DMBD 2020, Belgrade, Serbia, July 1420, 2020]
SIMFIC - an explainable book search companion
Polley, Sayantan; Ghosh, Suhita; Thiel, Marcus; Kotzyba, Michael; Nürnberger, Andreas
In: Proceedings of the 2020 IEEE International Conference on Human-Machine Systems (ICHMS) , 2020 - [Piscataway, NJ] : IEEE ; Fortino, Giancarlo [Konferenz: 2020 IEEE International Conference on Human-Machine Systems (ICHMS), Rome, 7.-9. September 2020]
German speech recognition system using DeepSpeech
Xu, Jiahua; Matta, Kaveen; Islam, Shaiful; Nürnberger, Andreas
In: Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval - New York,NY,United States : Association for Computing Machinery . - 2020, S. 102-106 [Konferenz: 4th International Conference on Natural Language Processing and Information Retrieval, Seoul Republic of Korea, 18-20 December 2020]
Quantitative analysis of the effects of different carbon tax levels on emissions and costs of data centers
Bosse, Sascha; Nahhas, Abdulrahman; Turowski, Klaus
In: Entwicklungen, Chancen und Herausforderungen der Digitalisierung / Internationale Tagung Wirtschaftsinformatik , 2020 - Berlin : GITO mbH Verlag für Industrielle Informationstechnik und Organisation ; Gronau, Norbert *1964-*, S. 1349-1363
Optimising operator sets for analytical database processing on FPGAs
Drewes, Anna; Joseph, Jan Moritz; Gurumurthy, Balasubramanian; Broneske, David; Saake, Gunter; Pionteck, Thilo
In: Applied Reconfigurable Computing. Architectures, Tools, and Applications , 1st ed. 2020. - Cham : Springer International Publishing, S. 30-44 - (Lecture Notes in Computer Science; volume 12083) [Symposium: 16th International Applied Recongurable Computing Symposium, ARC, Toledo, Spain, April 1-3, 2020]
EXtracting product lines from vAriaNTs (EXPLANT)
Krüger, Jacob; Krieter, Sebastian; Saake, Gunter; Leich, Thomas
In: Proceedings of the 14th International Working Conference on Variability Modelling of Software-Intensive Systems / Cordy , Maxime - New York,NY,United States : Association for Computing Machinery ; Cordy, Maxime - 2020, article 13, 2 Seiten [Koinferenz: 14th International Working Conference on Variability Modelling of Software-Intensive Systems, VAMOS '20, Magdeburg, 05. - 07. February 2020]
Introduction to being a privacy detective - investigating and comparing potential privacy violations in mobile apps using forensic methods
Kiltz, Stefan; Altschaffel, Robert; Lucke, Thorsten; Dittmann, Jana
In: SECURWARE 2020 / International Conference on Emerging Security Information, Systems and Technologies , 2020 , Hof, Hans-Joachim *1975-* - [Wilmington, DE, USA] : IARIA, S. 60-68 [Kongress: Fourteenth International Conference on Emerging Security Information, Systems and Technologies, SECURWARE 2020, Valencia, Spain, 21-25 November 2020]
A simulated steam turbine generator subsystem for research and training
Altschaffel, Robert; Hildebrandt, Mario; Dittmann, Jana
In: International Conference on Nuclear Security 2020 - Indico [Konferenz: 3. International Conference on Nuclear Security, ICONS 2020, Vienna, Austria, 10 - 14 February 2020]
Using variability modeling to support security evaluations: virtualizing the right attack scenarios
Kenner, Andy; Dassow, Stephan; Lausberger, Christian; Krüger, Jacob; Leich, Thomas
In: Proceedings of the 14th International Working Conference on Variability Modelling of Software-Intensive Systems / Cordy , Maxime - New York,NY,United States : Association for Computing Machinery ; Cordy, Maxime - 2020, article 10, 9 Seiten [Koinferenz: 14th International Working Conference on Variability Modelling of Software-Intensive Systems, VAMOS '20, Magdeburg, 05. - 07. February 2020]
Third International Workshop on Variability and Evolution of Software-Intensive Systems (VariVolution 2020)
Krüger, Jacob; Ananieva, Sofia; Gerling, Lea; Walkingshaw, Eric
In: SPLC '20 - New York, NY : ACM ; Capilla, Rafael - 2020, Volume A, article 34, 1 Seite [Konferenz: 24th International Systems and Software Product Line Conference, SPLC '20, Montreal, Quebec, Canada, October 19-23, 2020]
A conceptual model for unifying variability in space and time
Ananieva, Sofia; Greiner, Sandra; Kühn, Thomas; Krüger, Jacob; Linsbauer, Lukas; Grüner, Sten; Kehrer, Timo; Klare, Heiko; Koziolek, Anne; Lönn, Henrik; Krieter, Sebastian; Seidl, Christoph; Ramesh, S.; Reussner, Ralf; Westfechtel, Bernhard
In: SPLC '20 - New York, NY : ACM ; Capilla, Rafael - 2020, Volume A, article 15, 12 Seite [Konferenz: 24th International Systems and Software Product Line Conference, SPLC '20, Montreal, Quebec, Canada, October 19-23, 2020]
What developers (care to) recall - an interview survey on smaller systems
Krüger, Jacob; Hebig, Regina
In: 2020 IEEE International Conference on Software Maintenance and Evolution , 2020 - Piscataway, NJ : IEEE ; Treude, Christoph, S. 46-57 [Konferenz: International Conference on Software Maintenance and Evolution, ICSME 2020, Adelaide, Australia, September 28 - October 2, 2020]
Nuclear power plant in a box
Altschaffel, Robert; Hildebrandt, Mario; Holczer, Tamasz; Busqium e Silva, Rodney; Li, Jianghai; Hewes, Mitchell
In: International Conference on Nuclear Security 2020 - Indico [Konferenz: 3. International Conference on Nuclear Security, ICONS 2020, Vienna, Austria, 10 - 14 February 2020]
Variability management meets microservices - six challenges of re-engineering microservice-based webshops
Assunção, Wesley K. G.; Krüger, Jacob; Mendonça, Willian D. F.
In: SPLC '20 - New York, NY : ACM ; Capilla, Rafael - 2020, Volume A, article 22, 6 Seite [Konferenz: 24th International Systems and Software Product Line Conference, SPLC '20, Montreal, Quebec, Canada, October 19-23, 2020]
Blue team support for EPS related cybersecurity readiness
Gupta, Deeksha; Dharini, Dharini; Waedt, Karl; Altschaffel, Robert
In: International Conference on Nuclear Security 2020 - Indico [Konferenz: 3. International Conference on Nuclear Security, ICONS 2020, Vienna, Austria, 10 - 14 February 2020]
An empirical analysis of the costs of clone- and platform-oriented software reuse
Krüger, Jacob; Berger, Thorsten
In: ESEC/FSE 2020 - New York, NY : ACM, S. 432-444 [28th Joint European Software Engineering Conferenceand Symposium on the Foundations of Software Engineering, ESEC/FSE, Virtual, USA, November 8-13, 2020]
The nuclear SIEM
Altschaffel, Robert; Hildebrandt, Mario; Holczer, Tamasz; Neal, Christopher
In: International Conference on Nuclear Security 2020 - Indico [Konferenz: 3. International Conference on Nuclear Security, ICONS 2020, Vienna, Austria, 10 - 14 February 2020]
Effects of explicit feature traceability on program comprehension
Krüger, Jacob; Çalıklı, Gül; Berger, Thorsten; Leich, Thomas; Saake, Gunter
In: Software Engineering 2020 - Bonn : Digitale Bibliothek der Gesellschaft für Informatik e.V. (GI) ; Felderer, Michael *1978-*, S. 79-80 [Tagung: Software Engineering 2020, Innsbruck, Austria, 24.-28. Februar 2020]
Selective caching - a persistent memory approach for multi-dimensional index structures
Jibril, Muhammad Attahir; Götze, Philipp; Broneske, David; Sattler, Kai-Uwe
In: 2020 IEEE 36th International Conference on Data Engineering workshops / BlockDM , 2020 - Piscataway, NJ : IEEE, S. 115-120 [Konferenz: 2020 IEEE 36th International Conference on Data Engineering Workshops, ICDEW 2020, Dallas, TX, USA, 20-24 April 2020]
Welcome to MuC 20, the Conference on Mensch und Computer 2020, held from September 6 to 9 at the University of Magdeburg, Germany!
Preim, Bernhard; Nürnberger, Andreas; Hansen, Christian
In: Mensch und Computer 2020 - Tagungsband - New York, New York : The Association for Computing Machinery, Inc. ; Alt, Florian, S. VII-VIII [Konferenz: Conference on Mensch und Computer, MuC'20, Magdeburg, 6. - 9. September 2020]
Spread the good around! - information propagation in schema matching and entity resolution for heterogeneous data
Durand, Gabriel Campero; Daur, Anshu; Kumar, Vinayak; Suman, Shivalika; Aftab, Altaf Mohammed; Karim, Sajad; Diwesh, Prafulla; Hegde, Chinmaya; Setlur, Disha; Ismail, Syed Md; Broneske, David; Saake, Gunter
In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 2726 (2020), insges. 5 S. [Workshop: 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs, Tokyo, Japan, August 31, 2020]
Combining two worlds - MonetDB with multi-dimensional index structure support to efficiently query scientific data
Blockhaus, Paul; Broneske, David; Schäler, Martin; Köppen, Veit; Saake, Gunter
In: Scientific and Statistical Database Management - New York, NY : ACM ; Pourabbas, Elaheh - 2020, Art. 29, 4 Seiten [Konferenz: 32nd International Conference on Scientific and Statistical Database Management, SSDBM 2020, Vienna, Austria, 7-9 July 2020]
Automation of customer initiated back office processes - a design science research approach to link robotic process automation and chatbots
Daase, Christian; Staegemann, Daniel; Volk, Matthias; Nahhas, Abdulrahman; Turowski, Klaus
In: AIS electronic library / Association for Information Systems - New York u.a. : [Verlag nicht ermittelbar] . - 2020, insges. 13 S. [Konferenz: 31st Australasian Conference on Information Systems,Wellington, 2020]
Multivariate time series as images - imputation using convolutional denoising autoencoder
Safi, Abdullah Al; Beyer, Christian; Unnikrishnan, Vishnu; Spiliopoulou, Myra
In: Advances in Intelligent Data Analysis XVIII , 1st ed. 2020. - Cham : Springer International Publishing ; Berthold, Michael R., insges. 13 S. - (Lecture notes in computer science; 12080) [Symposium: 18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27-29, 2020]
Cooperative API misuse detection using correction rules
Nielebock, Sebastian; Heumüller, Robert; Krüger, Jacob; Ortmeier, Frank
In: 2020 IEEE/ACM 42nd International Conference on Software Engineering: New ideas and emerging results - Piscataway, NJ : IEEE, S. 73-76 [Konferenz: 42nd International Conference on Software Engineering, ICSE '20, Seoul, South Korea, June, 2020]
Using API-embedding for API-misuse repair
Nielebock, Sebastian; Heumüller, Robert; Krüger, Jacob; Ortmeier, Frank
In: 2020 IEEE/ACM 42nd International Conference on Software Engineering Workshops, S. 1-2 [Konferenz: 42nd International Conference on Software Engineering Workshops, ICSEW '20, Seoul, South Korea, June, 2020]
Classifying big data taxonomies - a systematic literature review
Staegemann, Daniel; Volk, Matthias; Grube, Alexandra; Hintsch, Johannes; Bosse, Sascha; Häusler, Robert; Nahhas, Abdulrahman; Pohl, Matthias; Turowski, Klaus
In: IoTBDS 2020 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda. ; Wills, Gary, S. 267-278 [Kongress: 5th International Conference on Internet of Things, Big Data and Security, IoTBDS, Online streaming, 7-9 May 2020]
Establishing key performance indicators for measuring software-development processes at a large organization
Sürücü, Cem; Song, Bianying; Krüger, Jacob; Saake, Gunter; Leich, Thomas
In: ESEC/FSE 2020 - New York, NY : ACM, S. 1331-1341 [28th Joint European Software Engineering Conferenceand Symposium on the Foundations of Software Engineering, ESEC/FSE, Virtual, USA, November 8-13, 2020]
Simulation of border control in an ongoing web-based experiment for estimating morphing detection performance of humans
Makrushin, Andrey; Siegel, Dennis; Dittmann, Jana
In: IH & MMSec '20 - New York, NY : The Association for Computing Machinery . - 2020, S. 91-96 [Workshop: ACM Workshop on Information Hiding and Multimedia Security, IH & MMSec '20, Denver, USA, June 2020]
Threat analysis of steganographic and covert communication in nuclear I&C systems
Hildebrandt, Mario; Altschaffel, Robert; Lamshöft, Kevin; Lange, Matthias; Szemkus, Martin; Neubert, Tom; Vielhauer, Claus; Ding, Yongjian; Dittmann, Jana
In: International Conference on Nuclear Security 2020 - Indico [Konferenz: 3. International Conference on Nuclear Security, ICONS 2020, Vienna, Austria, 10 - 14 February 2020]
Towards an automatized way for modeling big data system architectures
Volk, Matthias; Staegemann, Daniel; Prothmann, Felix; Turowski, Klaus
In: Business Information Systems , 1st ed. 2020. - Cham : Springer International Publishing ; Abramowicz, Witold, S. 46-60 [Konfernz: 23rd International Conference on Business Information Systems, BIS 2020, Colorado Springs, CO, USA, June 8-10, 2020]
Activities and costs of re-engineering cloned variants into an integrated platform
Krüger, Jacob; Berger, Thorsten
In: Proceedings of the 14th International Working Conference on Variability Modelling of Software-Intensive Systems / Cordy , Maxime - New York,NY,United States : Association for Computing Machinery ; Cordy, Maxime - 2020, article 21, 10 Seiten [Koinferenz: 14th International Working Conference on Variability Modelling of Software-Intensive Systems, VAMOS '20, Magdeburg, 05. - 07. February 2020]
Towards a decision support system for big data projects
Volk, Matthias; Staegemann, Daniel; Bosse, Sascha; Nahhas, Abdulrahman; Turowski, Klaus
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [In book: WI 2020 Zentrale Tracks, S. 357-368]
Analysis of breast cancer detection using different machine learning techniques
Mohammed, Siham; Darrab, Sadeq; Noaman, Salah; Saake, Gunter
In: Data Mining and Big Data , 1st ed. 2020. - Singapore : Springer Singapore ; Tan, Ying, S. 108-117 - ( Communications in Computer and Information Science; volume 1234) [Konferenz: 5th International Conference, DMBD 2020, Belgrade, Serbia, July 1420, 2020]
Approaching the (big) data science engineering process
Volk, Matthias; Staegemann, Daniel; Bosse, Sascha; Häusler, Robert; Turowski, Klaus
In: IoTBDS 2020 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda. ; Wills, Gary, S. 428-435 [Kongress: 5th International Conference on Internet of Things, Big Data and Security, IoTBDS, Online streaming, 7-9 May 2020]
Generating content-compliant training data in big data education
Häusler, Robert; Staegemann, Daniel; Volk, Matthias; Bosse, Sascha; Bekel, Christian; Turowski, Klaus
In: CSEDU 2020 - Setúbal : SCITEPRESS Digital Library ; Lane, H. Chad, S. 104-110 [Konferenz: 12th International Conference on Computer Supported Education, CSEDU 2020, Prague,2 - 4 May 2020]
Automated extraction of domain knowledge in practice - the case of feature extraction from requirements at danfoss
Li, Yang; Schulze, Sandro; Scherrebeck, Helene Hvidegaard; Fogal, Thomas Sorensen
In: SPLC '20 - New York, NY : ACM ; Capilla, Rafael - 2020, Volume A, article 4, 11 Seite [Konferenz: 24th International Systems and Software Product Line Conference, SPLC '20, Montreal, Quebec, Canada, October 19-23, 2020]
The usability testessen - an innovative framework for usability testing in practice
Feuersenger, Hannes; Arndt, Hans-Knud; Riechers, Kersten A.
In: Design, User Experience, and Usability. Interaction Design / Marcus , Aaron - Cham : Springer International Publishing AG . - 2020, S. 97-112 - (Lecture Notes in Computer Science; volume 12200) [9th International Conference, DUXU 2020, Copenhagen, Denmark, July 1924, 2020]
How can I contribute? - a qualitative analysis of community websites of 25 unix-like distributions
Krüger, Jacob; Nielebock, Sebastian; Heumüller, Robert
In: Proceedings of the Evaluation and Assessment in Software Engineering / Li , Jingyue - New York,NY,United States : Association for Computing Machinery ; Li, Jingyue . - 2020, S. 324-329 [Konferenz: Evaluation andAssessment in Software Engineering, EASE 2020, Trondheim, Norway, April 15-17, 2020]
FeatureCoPP: unfolding preprocessor variability
Ludwig, Kai; Krüger, Jacob; Leich, Thomas
In: Proceedings of the 14th International Working Conference on Variability Modelling of Software-Intensive Systems / Cordy , Maxime - New York,NY,United States : Association for Computing Machinery ; Cordy, Maxime - 2020, article 24, 9 Seiten [Koinferenz: 14th International Working Conference on Variability Modelling of Software-Intensive Systems, VAMOS '20, Magdeburg, 05. - 07. February 2020]
Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
Ahmad alyosef, Afraa; Nürnberger, Andreas
In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods : Valletta, Malta, February 22-24 ,2020 / ICPRAM , 2020 - [Sétubal] : SCITEPRESS - Science and Technology Publications Lda. ; De Marsico, Maria, S. 241-248 [Konferenz: 9th International Conference on Pattern Recognition Applications and Methods,ICPRAM, Valletta, Malta, February 22-24, 2020]
Forensic behavior analysis in video conferencing based on the metadata of encrypted audio and video streams - considerations and possibilities
Altschaffel, Robert; Hielscher, Jonas; Krätzer, Christian; Lamshöft, Kevin; Dittmann, Jana
In: SECURWARE 2020 / International Conference on Emerging Security Information, Systems and Technologies , 2020 , Hof, Hans-Joachim *1975-* - [Wilmington, DE, USA] : IARIA, S. 82-89 [Kongress: Fourteenth International Conference on Emerging Security Information, Systems and Technologies, SECURWARE 2020, Valencia, Spain, 21-25 November 2020]
Predicting the health condition of mHealth app users with large differences in the number of recorded observations - where to learn from?
Unnikrishnan, Vishnu; Shah, Yash; Schleicher, Miro; Strandzheva, Mirela; Dimitrov, Plamen; Velikova, Doroteya; Pryss, Ruediger; Schobel, Johannes; Schlee, Winfried; Spiliopoulou, Myra
In: Discovery Science , 1st ed. 2020. - Cham : Springer International Publishing ; Appice, Annalisa, S. 659-673 - ( Lecture Notes in Computer Science; volume 12323) [Konferenz: 23rd International Conference on Discovery Science, DS 2020, Thessaloniki, Greece, October 19-21, 2020]
Investigation of the influence of standing waves on distant speech emotion recognition
Höbel-Müller, Juliane; Siegert, Ingo; Gottschalk, Martin; Heinemann, Ralph; Wendemuth, Andreas
In: Fortschritte der Akustik - DAGA 2020 - Berlin : Deutsche Gesellschaft für Akustik e.V. (DEGA), S. 822-825 [Konferenz: DAGA 2020, Hannover, 16.-19. März 2020]
Improving automatic speech recognition utilizing audio-codecs for data augmentation
Hailu, Nirayo; Siegert, Ingo; Nürnberger, Andreas
In: IEEE 22nd International Workshop on Multimedia Signal Processing / IEEE International Workshop on Multimedia Signal Processing , 2020 - [Piscataway, NJ] : IEEE [Workshop: IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP, Tampere, Finland, 21-24 Sept. 2020]
FPGA-Accelerated compression of integer vectors
Mohsen, Mahmoud; May, Norman; Färber, Christian; Broneske, David
In: DaMoN '20 / International Workshop on Data Management on New Hardware , 2020 - New York, NY : ACM - 2020, article no. 9, 10 Seiten [Konferenz: 16th International Workshop on Data Management on New Hardware, DaMoN '20, Portland, Oregon, June 2020]
Promote-pl - a round-trip engineering process model for adopting and evolving product lines
Krüger, Jacob; Mahmood, Wardah; Berger, Thorsten
In: SPLC '20 - New York, NY : ACM ; Capilla, Rafael - 2020, Volume A, article 2, 12 Seite [Konferenz: 24th International Systems and Software Product Line Conference, SPLC '20, Montreal, Quebec, Canada, October 19-23, 2020]
Principles of feature modeling
Nešić, Damir; Krüger, Jacob; Stănciulescu, Stefan; Berger, Thorsten
In: Software Engineering 2020 - Bonn : Digitale Bibliothek der Gesellschaft für Informatik e.V. (GI) ; Felderer, Michael *1978-*, S. 77-78 [Tagung: Software Engineering 2020, Innsbruck, Austria, 24.-28. Februar 2020]
Comparative study of e-commerce ventures - copycat enablers in business models
Haertel, Christian; Pohl, Matthias; Bosse, Sascha; Häusler, Robert; Nahhas, Abdulrahman; Staegemann, Daniel; Volk, Matthias; Turowski, Klaus
In: FEMIB 2020 - [Setúbal, Portugal] : SCITEPRESS - Science and Technology Publications, Lda. ; Baudier, Patricia, S. 80-90 [Konferenz: 2nd International Conference on Finance, Economics, Management and IT Business, FEMIB, 5-6 May 2020]
Modell- und datengestützte Echtzeitlokalisierung von Leckagen in Fernwärmenetzen anhand verrauschter Messdaten
Koltermann, Julia; Vahldiek, Kai; Pierl, Dennis; Rüger, Bernd; Nürnberger, Andreas; Klawonn, Frank; Michels, Kai
In: Kraftwerkstechnik 2020 / Kraftwerkstechnisches Kolloquium , 2020 - Freiberg : SAXONIA [Kongress: 52. Kraftwerkstechnisches Kolloquium, Dresden, 6. - 7. Oktober 2020]
Big data
Volk, Matthias; Staegemann, Daniel; Turowski, Klaus
In: Handbuch digitale Wirtschaft - Wiesbaden : Springer Gabler . - 2020, S. 1-15
Begutachteter Zeitschriftenartikel
Resource management for model learning at entity level
Beyer, Christian; Unnikrishnan, Vishnu; Brüggemann, Robert; Toulouse, Vincent; Omar, Hafez Kader; Ntoutsi, Eirini; Spiliopoulou, Myra
In: Annals of telecommunications - Paris : Lavoisier, Bd. 75 (2020), S. 549-561
Search. review. repeat? - an empirical study of threats to replicating SLR searches
Krüger, Jacob; Lausberger, Christian; Nostitz-Wallwitz, Ivonne; Saake, Gunter; Leich, Thomas
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 25 (2020), Heft 1, S. 627-677
Machine learning identifies the dynamics and influencing factors in an auditory category learning experiment
Abolfazli, Amir; Brechmann, André; Wolff, Susann; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10(2020), article-number 6548, 12 Seiten
Plantar temperatures in stance position - a comparative study with healthy volunteers and diabetes patients diagnosed with sensoric neuropathy
Niemann, Uli; Spiliopoulou, Myra; Malanowski, Jan; Kellersmann, Juliane; Szczepanski, Thorsten; Klose, Silke; Dedonaki, Eirini; Walter, Isabell; Ming, Antao; Mertens, Peter R.
In: EBioMedicine - Amsterdam [u.a.] : Elsevier - Volume 54.2020, article 102712, 11 Seiten
Identifying similarities of big data projects - a use case driven approach
Volk, Matthias; Staegemann, Daniel; Trifonova, Ivayla; Bosse, Sascha; Turowski, Klaus
In: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 8 (2020), S. 186599-186619
Data driven concept for sensor data adaptation of electrochemical sensors for mobile air quality measurements
Esatbeyoǧlu, Enes; Cassebaum, Oliver; Arras, Florian; Saake, Gunter
In: Journal of the Electrochemical Society - Bristol : IOP Publishing - JES - Volume 167 (2020), issue 4, article 047518, 8 Seiten
Publish or perish, but do not forget your software artifacts
Heumüller, Robert; Nielebock, Sebastian; Krüger, Jacob; Ortmeier, Frank
In: Empirical software engineering - Dordrecht [u.a.] : Springer Science + Business Media B.V, Bd. 25 (2020), S. 4585-4616
Efficient processing of geospatial mhealth data using a scalable crowdsensing platform
Kraft, Robin; Birk, Ferdinand; Reichert, Manfred; Deshpande, Aniruddha; Schlee, Winfried; Langguth, Berthold.; Baumeister, Harald; Probst, Thomas; Spiliopoulou, Myra; Pryss, Rüdiger
In: Sensors - Basel : MDPI - Volume 20 (2020), issue 12, article 3456, 21 Seiten
Active feature acquisition on data streams under feature drift
Beyer, Christian; Büttner, Maik; Unnikrishnan, Vishnu; Schleicher, Miro; Ntoutsi, Eirini; Spiliopoulou, Myra
In: Annals of telecommunications - Paris : Lavoisier, Bd. 75 (2020), Heft 9/10, S. 597-611
Data quality as a critical success factor for user acceptance of research information systems
Azeroual, Otmane; Saake, Gunter; Abuosba, Mohammad; Schöpfel, Joachim
In: Data - Basel : MDPI - Volume 5 (2020), issue 2, article 35
Phenotyping chronic tinnitus patients using self-report questionnaire data - cluster analysis and visual comparison
Niemann, Uli; Brueggemann, Petra; Boecking, Benjamin; Mebus, Wilhelm; Rose, Matthias; Spiliopoulou, Myra; Mazurek, Birgit
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature, Bd. 10 (2020), Artikel 16411, insges. 10 S.
Keystroke biometrics in the encrypted domain - a first study on search suggestion functions of web search engines
Whiskerd, Nicholas; Körtge, Nicklas; Jürgens, Kris; Lamshöft, Kevin; Ezennaya-Gomez, Salatiel; Vielhauer, Claus; Dittmann, Jana; Hildebrandt, Mario
In: EURASIP journal on information security - Heidelberg : Springer - Volume 2020 (2020), article 2, 16 Seiten
Combining visual analytics and case-based reasoning for rupture risk assessment of intracranial aneurysms
Spitz, Lena; Niemann, Uli; Beuing, Oliver; Neyazi, Belal; Sandalcioglu, I. Erol; Preim, Bernhard; Saalfeld, Sylvia
In: International journal of computer assisted radiology and surgery - Berlin : Springer, Bd. 15 (2020), Heft 9, S. 1525-1535
Development and internal validation of a depression severity prediction model for tinnitus patients based on questionnaire responses and socio-demographics
Niemann, Uli; Brueggemann, Petra; Boecking, Benjamin; Mazurek, Birgit; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10 (2020), article number 4664, 9 Seiten
Understanding adherence to the recording of ecological momentary assessments in the example of tinnitus monitoring
Schleicher, Miro; Unnikrishnan, Vishnu; Neff, Patrick; Simoes, Jorge; Probst, Thomas; Pryss, Rüdiger; Schlee, Winfried; Spiliopoulou, Myra
In: Scientific reports - [London] : Macmillan Publishers Limited, part of Springer Nature - Volume 10(2020), article number 22459, 13 Seiten
GridTables - a One-Size-Fits-Most H2TAP data store : vision and concept
Pinnecke, Marcus; Campero Durand, Gabriel; Broneske, David; Zoun, Roman; Saake, Gunter
In: Datenbank-Spektrum - Berlin : Springer, Bd. 20 (2020), Heft 1, S. 43-56
Confluent modeling of heterogeneous safety and operational instrumentation and control systems
Parekh, Mithil; Gao, Yuan; Jockenhoevel-Barttfeld, Mariana; Waedt, Karl
In: Journal of nuclear engineering and radiation science - New York, NY [u.a.] : ASME - Volume 6 (2020), issue 3, article 031802, 10 Seiten
Gender-specific differences in patients with chronic tinnitus-baseline characteristics and treatment effects
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Mazurek, Birgit; Spiliopoulou, Myra
In: Frontiers in neuroscience - Lausanne : Frontiers Research Foundation, Bd. 14 (2020), Artikel 487, insges. 11 S.
Assessment of hidden channel Attacks - targetting Modbus/TCP
Lamshöff, Kevin; Dittmann, Jana
In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 53 (2020), Heft 2, S. 11100-11107
Novel challenges for anomaly detection in I&C networks - strategic preparation for the advent of information Hiding based attacks
Lamshöft, Kevin; Neubert, Tom; Lange, Mathias; Altschaffel, Robert; Hildebrandt, Mario; Ding, Yongjian; Vielhauer, Claus; Dittmann, Jana
In: Atw - Berlin : Inforum Verl. u. Verwaltungsges., Bd. 65 (2020), Heft 10, S. 504-508
Providing clarity on big data technologies - the BDTOnto ontology
Volk, Matthias; Staegemann, Daniel; Jamous, Naoum; Pohl, Matthias; Turowski, Klaus
In: International journal of intelligent information technologies - Hershey, PA : IGI Global - Volume 16(2020), issue 2, article 3, 25 Seiten
Tinnitus-related distress after multimodal treatment can be characterized using a key subset of baseline variables
Niemann, Uli; Boecking, Benjamin; Brueggemann, Petra; Mebus, Wilhelm; Mazurek, Birgit; Spiliopoulou, Myra
In: PLOS ONE - San Francisco, California, US : PLOS - 15 (2020), 1, article e0228037, insgesamt 18 Seiten
Discussing relations between dynamic business environments and big data analytics
Staegemann, Daniel; Volk, Matthias; Daase, Christian; Turowski, Klaus
In: Complex systems informatics and modeling quarterly - Riga : Techn. Univ., Bd. 23 (2020), insges. 25 S.
The effect of non-personalised tips on the continued use of self-monitoring mHealth applications
Unnikrishnan, Vishnu; Schleicher, Miro; Shah, Yash; Jamaludeen, Noor; Pryss, Ruediger; Schobel, Johannes; Kraft, Robin; Schlee, Winfried; Spiliopoulou, Myra
In: Brain Sciences - Basel : MDPI AG - Volume 10(2020), issue 12, article 924, 13 Seiten
Dissertation
Data-Centric Examination Approach (DCEA) for a qualitative determination of error, loss and uncertainty in digital and digitised forensics
Kiltz, Stefan; Dittmann, Jana
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xix, iii, 219 Seiten [Literaturverzeichnis: Seite 205-219][Literaturverzeichnis: Seite 205-219]
Measuring and improving code quality in highly configurable software systems
Fenske, Wolfram; Saake, Gunter
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xviii, 222 Seiten [Literaturverzeichnis: Seite 193-221][Literaturverzeichnis: Seite 193-221]
Analytic cloud platform for near real-time mass spectrometry processing on the fast data architecture
Zoun, Roman; Saake, Gunter; Benndorf, Dirk
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xiii, 132 Seiten [Literaturverzeichnis: Seite 117-132][Literaturverzeichnis: Seite 117-132]
Towards efficient and effective entity resolution for high-volume and variable data
Chen, Xiao; Saake, Gunter; Nürnberger, Andreas
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xviii, 148 Seiten [Literaturverzeichnis: Seite 129-147][Literaturverzeichnis: Seite 129-147]
Computer forensics in cyber-physical systems - applying existing forensic knowledge and procedures from classical IT to automation and automotive
Altschaffel, Robert; Dittmann, Jana
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xvi, 316 Seiten [Literaturverzeichnis: Seite 305-316][Literaturverzeichnis: Seite 305-316]
On digitized forensics - novel acquisition and analysis techniques for latent fingerprints based on signal processing and pattern recognition
Hildebrandt, Mario; Dittmann, Jana
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xxiv, 243 Seiten [Literaturverzeichnis: Seite 225-241][Literaturverzeichnis: Seite 225-241]
Automated extraction of feature and variability information from natural language requirement specifications
Li, Yang; Saake, Gunter; Nürnberger, Andreas
In: Magdeburg, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, xviii, 132 Seiten [Literaturverzeichnis: Seite 121-132][Literaturverzeichnis: Seite 121-132]
Datengetriebenes Konzept zur Luftqualitätsprädiktion
Esatbeyoǧlu, Enes; Saake, Gunter; Stober, Sebastian
In: [Heidelberg]: Springer Vieweg, 2021, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2020, XXIV, 136 Seiten - (AutoUni–Schriftenreihe; Band 154), ISBN: 3-658-33672-2 [Literaturverzeichnis: Seite 125-136][Literaturverzeichnis: Seite 125-136]
Herausgeberschaft
Mensch und Computer 2020 - Tagungsband
Alt, Florian; Schneegans, Stefan; Honecker, Eva; Preim, Bernhard; Nürnberger, Andreas; Hansen, Christian
In: New York, New York: The Association for Computing Machinery, Inc., 2020, 1 Online-Ressource, ISBN: 978-1-4503-7540-5 Kongress: MuC Magdeburg 2020.09.06-09
SPLC '20 - 24th International Systems and Software Product Line Conference, Montreal, QC,Canada, October, 2020
Capilla, Rafael; Collet, Philippe; Gazzillo, Paul; Krüger, Jacob; Lopez-Herrejon, Roberto Erick; Nadi, Sarah; Perrouin, Gilles; Reinhartz-Berger, Iris; Rubin, Julia; Schaefer, Ina
In: New York, NY: ACM, 2020, 1 Online-Ressource, ISBN: 978-1-4503-7569-6 Kongress: SPLC '20 24 Montreal, Canada 2020.10.19-23
Artikel in Kongressband
Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020]
Retrospective motion correction of MR images using prior-assisted deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. - 2020, insgesamt 5 Seiten [Konferenz: Medical Imaging Meets NeurIPS 2020, virtual, December 2020]
Improving the quality validation of the ETL process using test automation
Staegemann, Daniel; Volk, Matthias; Jamous, Naoum; Venkatesh, Ranjan; Hart, Stefan Willi; Bosse, Sascha; Turowski, Klaus
In: AMICS 2020 proceedings - AIS eLibrary, insges. 11 S. [AMCIS 2020 Strategic and Competitive Uses of IT, Salt Lake City, August 10-14, 2020]
Towards smart service level agreement (SSLA) using blockchain
Jamous, Naoum; Volk, Matthias; Barouga, Hiba; Ghaim, Faris; Turk, Tarek
In: PACIS 2020 proceedings - AIS Electronic Library (AISeL) [Konferenz: Pacific Asia Conference on Information Systems, PACIS 2020, 20 - 24 June 2020]
Hybrid fuzzy binning for near-duplicate image retrieval - combining fuzzy histograms and SIFT keypoints
Alyosef, Afraa Alyosef; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: 9th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2020]
Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020]
Evaluation of deep learning techniques for motion artifacts removal
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Speck, Oliver; Oeltze-Jafra, Steffen
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020]
Measuring the performance of service-based companies
Jamous, Naoum; Yazdani, Faranak; Arndt, Hans-Knud
In: AMICS 2020 proceedings - AIS eLibrary [AMCIS 2020 Strategic and Competitive Uses of IT, Salt Lake City, August 10-14, 2020]
Wavelet filtering of undersampled MRI using trainable wavelets and CNN
Chatterjee, Soumick; Putti, Praveen; Nürnberger, Andreas; Speck, Oliver
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020]
When vectorwise meets hyper, pipeline breakers become the moderator
Gurumurthy, Balasubramanian; Hajjar, Imad; Broneske, David; Pionteck, Thilo; Saake, Gunter
In: ADMS 2020 - Tokyo
Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ICPRAM 2021]
Nicht begutachteter Zeitschriftenartikel
Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Khatun, Rupali; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org - 2020, article 2006.02570, insgesamt 16 Seiten
DS6: deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org - 2020, article 2006.10802, insgesamt 13Seiten
CHAOS challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Akar, Gözde Bozdağı; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper.
In: De.arxiv.org - [S.l.] : Arxiv.org - 2020, article 2001.06535, insgesamt 19 Seiten
Dependency-aware parallel enumeration for join-order optimization - search for the best design options
Meister, Andreas; Saake, Gunter
In: Magdeburg: Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2020, 1 Online-Ressource (34 Seiten, 0,52 MB) - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 01-2020)
GPU-accelerated dynamic programming for join-order optimization
Meister, Andreas; Saake, Gunter
In: Magdeburg: Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2020, 1 Online-Ressource (28 Seiten, 0,6 MB) - (Technical Report; Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik; 02-2020)