Publikationen 2020 - Fraunhofer IAIS

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2020	Recurrent Point Review Models Cvejoski, Kostadin; Sánchez, Ramsés J.; Georgiev, Bogdan; Bauckhage, Christian; Ojeda, César	Konferenzbeitrag Conference Paper
2020	Replication and Refinement of an Algorithm for Automated Drusen Segmentation on Optical Coherence Tomography Wintergerst, M.W.M.; Gorgi Zadeh, S.; Wiens, Vitalis; Thiele, S.; Schmitz-Valckenberg, S.; Holz, F.G.; Finger, R.P.; Schultz, T.	Zeitschriftenaufsatz Journal Article
2020	Resource-Constrained On-Device Learning by Dynamic Averaging Heppe, Lukas; Kamp, Michael; Adilova, Linara; Heinrich, Danny; Piatkowski, Nico; Morik, Katharina	Konferenzbeitrag Conference Paper
2020	Results of the ontology alignment evaluation initiative 2020 Nikooie Pour, Mina Abd; Algergawy, Alsayed; Amini, Reihaneh; Faria, Daniel; Fundulaki, Irini; Harrow, Ian; Hertling, Sven; Jiménez-Ruiz, Ernesto; Jonquet, Clement; Karam, Naouel; Khiat, Abderrahmane; Laadhar, Amir; Lambrix, Patrick; Li, Huanyu; Li, Ying; Hitzler, Pascal; Paulheim, Heiko; Pesquita, Catia; Saveta, Tzanina; Shvaiko, Pavel; Splendiani, Andrea; Thiéblin, Elodie; Trojahn, Cássia; Vatascinová, Jana; Yaman, Beyza; Zamazal, Ondrej; Zhou, Lu	Konferenzbeitrag Conference Paper
2020	Retention Prediction in Sandbox Games with Bipartite Tensor Factorization Sifa, Rafet; Fedell, Michael; Franklin, N.; Klabjan, D.; Ram, S.; Venugopal, A.; Demediuk, S.; Drachen, Anders	Konferenzbeitrag Conference Paper
2020	Revisiting Neuron Coverage and its Application to Test Generation Abrecht, Stephanie; Akila, Maram; Gannamaneni, Sujan Sai; Groh, Konrad; Heinzemann, Christian; Houben, Sebastian; Woehrle, Matthias	Konferenzbeitrag Conference Paper
2020	Schema-agnostic SPARQL-driven faceted search benchmark generation Stadler, C.; Bin, S.; Wenige, L.; Bühmann, L.; Lehmann, Jens	Zeitschriftenaufsatz Journal Article
2020	SCODIS: Job advert-derived time series for high-demand skillset discovery and prediction Sibarani, E.M.; Scerri, Simon	Konferenzbeitrag Conference Paper
2020	SDM-RDFizer: An RML Interpreter for the Efficient Creation of RDF Knowledge Graphs Iglesias, E.; Jozashoori, S.; Chaves-Fraga, D.; Collarana, Diego; Vidal, Maria-Esther	Konferenzbeitrag Conference Paper
2020	Semantic Data Integration for the SMT Manufacturing Process Using SANSA Stack Mami, Mohamed Nadjib; Grangel-González, Irlán; Graux, Damien; Elezi, E.; Lösch, F.	Konferenzbeitrag Conference Paper
2020	Semantic Representation of Physics Research Data Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören	Konferenzbeitrag Conference Paper
2020	Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia	Zeitschriftenaufsatz Journal Article
2020	Shells within Minimum Enclosing Balls Bauckhage, Christian; Bortz, Michael; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Smart Services in the Physical World: Digital Twins Stojanovic, Ljiljana; Bader, Sebastian R.	Aufsatz in Buch Book Article
2020	SOLIOT - Decentralized data control and interactions for IoT Bader, Sebastian R.; Maleshkova, Maria	Zeitschriftenaufsatz Journal Article
2020	Spatio-temporal visual analytics: a vision for 2020s Andrienko, Natalia; Andrienko, Gennady	Zeitschriftenaufsatz Journal Article
2020	Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling Chen, Siming; Li, Jie; Andrienko, Gennady; Andrienko, Natalia; Wang, Y.; Nguyen, Phong H.; Turkay, Cagatay	Zeitschriftenaufsatz Journal Article
2020	Supporting the management of humanitarian operations concerning migration movements with remote sensing Wickert, L.; Bogen, Manfred; Richter, Marvin	Konferenzbeitrag Conference Paper
2020	Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning Burdack, J.; Horst, F.; Giesselbach, Sven; Hassan, I.; Daffner, S.; Schöllhorn, W.I.	Zeitschriftenaufsatz Journal Article
2020	Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks Antweiler, Dario; Welke, Pascal	Vortrag Presentation
2020	Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding Xu, Chengjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed Shariat; Lehmann, Jens	Konferenzbeitrag Conference Paper
2020	The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting Sliwa, B.; Piatkowski, Nico; Wietfeld, C.	Zeitschriftenaufsatz Journal Article
2020	The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch Schraagen, Marijn; Wall, Joanna; Brito, Eduardo	Zeitschriftenaufsatz Journal Article
2020	The European language technology landscape in 2020: Language-centric and human-centric AI for cross-cultural communication in multilingual Europe Rehm, Georg; Marheinecke, K.; Hegele, S.; Piperidis, Stelios; Bontcheva, Kalina; Haji, J.; Choukri, K.; Vasiljevs, Andrejs; Backfried, G.; Prinz, C.; Gomez-Perez, J.M.; Meertens, L.; Lukowicz, P.; Genabith, J. van; Lösch, A.; Slusallek, P.; Irgens, M.; Gatellier, P.; Köhler, Joachim; Bars, L. le; Anastasiou, D.; Auksorit, A.; Bel, N.; Branco, A.; Budin, G.; Daelemans, W.; Smedt, K. de; Garabik, R.; Gavriilidou, M.; Gromann, D.; Koeva, S.; Krek, S.; Krstev, C.; Linden, K.; Magnini, B.; Odijk, J.; Ogrodniczuk, M.; Rögnvaldsson, E.; Rosner, M.; Pedersen, B.S.; Skadia, I.; Tadi, M.; Tufi, D.; Varadi, T.; Vider, K.; Way, A.; Yvon, F.	Konferenzbeitrag Conference Paper
2020	The International Data Spaces Information Model - An Ontology for Sovereign Exchange of Digital Content Bader, Sebastian R.; Pullmann, Jaroslav; Mader, Christian; Tramp, Sebastian; Quix, Christoph; Mueller, Andreas W.; Akyürek, Haydar; Böckmann, Matthias; Imbusch, Benedikt T.; Lipp, Johannes; Geisler, Sandra; Lange, Christoph	Konferenzbeitrag Conference Paper
2020	Towards an empirical and theoretical evaluation of gradient based approaches for finding kernel minimum enclosing balls Kondratiuk, Hanna; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability Rehm, Georg; Galanis, Dimitrios; Labropoulou, Penny; Piperidis, Stelios; Welß, Martin; Usbeck, Ricardo; Köhler, Joachim; Deligiannis, Miltos; Gkirtzou, Katerina; Fischer, Johannes; Chiarcos, Christian; Feldhus, Nils; Moreno-Schneider, Julián; Kintzel, Florian; Montiel, Elena; Doncel, Víctor Rodríguez; McCrae, John P.; Laqua, David; Theile, Irina Patricia; Dittmar, Christian; Bontcheva, Kalina; Roberts, Ian; Vasiljevs, Andrejs; Lagzdins, Andis	Konferenzbeitrag Conference Paper
2020	Towards an Ontology Representing Characteristics of Inflammatory Bowel Disease Khiat, Abderrahmane; Elias, Mirette; Foldenauer, Ann Christina; Koehm, M.; Blumenstein, I.; Napolitano, Giulio	Konferenzbeitrag Conference Paper
2020	Towards Complex Question Answering over Knowledge Graphs Dubey, Mohnish	Dissertation Doctoral Thesis
2020	Towards integrated data control for digital twins in industry 4.0 Bader, Sebastian R.; Maleshkova, Maria	Konferenzbeitrag Conference Paper
2020	Towards Map-Based Validation of Semantic Segmentation Masks Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Bauckhage, Christian	Vortrag Presentation
2020	Towards the creation of a threat intelligence framework for maritime infrastructures Pitropakis, N.; Logothetis, M.; Andrienko, Gennady; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C.	Konferenzbeitrag Conference Paper
2020	Training multimodal systems for classification with multiple objectives Armitage, J.; Thakur, S.; Tripathi, R.; Lehmann, Jens; Maleshkova, Maria	Konferenzbeitrag Conference Paper
2020	Treating dialogue quality evaluation as an anomaly detection problem Nedelchev, Rostislav; Lehmann, Jens; Usbeck, Ricardo	Konferenzbeitrag Conference Paper
2020	Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther	Konferenzbeitrag Conference Paper
2020	Using Automatic Speech Recognition in Spoken Corpus Curation Gorisch, Jan; Gref, Michael; Schmidt, Thomas	Konferenzbeitrag Conference Paper
2020	Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain Kirsch, Birgit; Giesselbach, Sven; Schmude, Timothée; Völkening, Malte; Rostalski, Frauke; Rüping, Stefan	Konferenzbeitrag Conference Paper
2020	VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics Nguyen, Phong H.; Henkin, R.; Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Thonnard, Oliver; Turkay, Cagatay	Zeitschriftenaufsatz Journal Article
2020	Verbalizing the evolution of knowledge graphs with formal concept analysis Riveros, M.A.; Tasnim, Mayesha; Graux, Damien; Orlandi, Fabrizio; Collarana, Diego	Konferenzbeitrag Conference Paper
2020	Visual Analysis of Place Connectedness by Public Transport Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik	Zeitschriftenaufsatz Journal Article
2020	Visual Analytics for Data Scientists Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan	Buch Book
2020	Visual Analytics in the Aviation and Maritime Domains Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo	Aufsatz in Buch Book Article
2020	VoColReg: A registry for supporting distributed ontology development using version control systems Khiat, Abderrahmane; Halilaj, Lavdim; Hemid, Ahmad; Lohmann, Steffen	Konferenzbeitrag Conference Paper
2020	VQuAnDa: Verbalization QUestion ANswering DAtaset Kacupaj, E.; Zafar, H.; Lehmann, Jens; Maleshkova, Maria	Konferenzbeitrag Conference Paper
2020	Wie eine ERP-Einführung gelingt Nickel, Kilian; Hasenbeck, Felix; Andrä, Michael; Gold, Barbara; Kolkmann, Hanna	Studie Study
2020	Zertifizierung von KI-Systemen Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian	Studie Study
2020	Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian	Bericht Report
2020	Zukunftssichere Lösungen für maschinelles Lernen Beck, Niklas; Martens, Claudio; Sylla, Karl-Heinz; Wegener, Dennis; Zimmermann, Alexander	Bericht Report

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