Publikationen 2020

Fachpublikationen

JahrTitel/AutorDokumentart
2020Adiabatic Quantum Computing for Max-Sum Diversification
Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan
Konferenzbeitrag
2020An Approach for Ex-Post-Facto Analysis of Knowledge Graph-Driven Chatbots - The DBpedia Chatbot
Jalota, R.; Trivedi, P.; Maheshwari, G.; Ngonga Ngomo, A.-C.; Usbeck, R.
Konferenzbeitrag
2020Die ARD Mining-Plattform: Künstliche Intelligenz im produktiven Einsatz für die automatisierte Erschliessung im multimedialen Produktionsprozess
Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven
Zeitschriftenaufsatz
2020Bayesian Optimization for Min Max Optimization: Paper presented at Workshop on Real World Experiment Design and Active Learning at ICML 2020, Virtual Workshop, 18 July 2020
Weichert, Dorina; Kister, A.
Vortrag
2020Big Data Analytics for Time-Critical Mobility Forecasting: From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains
Vouros, G.A. (Ed.); Andrienko, G. (Ed.); Doulkeridis, C. (Ed.); Pelekis, N. (Ed.); Artikis, A. (Ed.); Jousselme, A. (Ed.); Ray, C. (Ed.); Cordero, J M. (Ed.); Scarlatti, D. (Ed.)
Buch
2020Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications
Andrienko, Gennady; Andrienko, Natalia; Drucker, Steven; Fekete, Jean-Daniel; Fisher, Danyel; Idreos, Stavros; Kraska, Tim; Li, Guoliang; Ma, Kwan-Liu; Mackinlay, Jock D.; Oulasvirta, Antti; Schreck, Tobias; Schmann, Heidrun; Stonebraker, Michael; Auber, David; Bikakis, Nikos; Chrysanthis, Panos K.; Papastefanatos, George; Sharaf, Mohamed
Konferenzbeitrag
2020Climate change impact and vulnerability analysis in the city of bratislava: Application and lessons learned
Lückerath, D.; Streberova, E.; Bogen, M.; Rome, E.; Ullrich, O.; Pauditsova, E.
Konferenzbeitrag
2020Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions
Rüden, Laura von; Mayer, Sebastian; Sifa, Rafet; Bauckhage, Christian; Garcke, Jochen
Konferenzbeitrag
2020A Community Detection Based Approach for Exploring Patterns in Player Reviews
Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian
Konferenzbeitrag
2020Distributed generative modelling with sub-linear communication overhead
Piatkowski, N.
Konferenzbeitrag
2020Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin
Konferenzbeitrag
2020Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan
Zeitschriftenaufsatz
2020Embedding-Based Recommendations on Scholarly Knowledge Graphs
Nayyeri, M.; Vahdati, S.; Zhou, X.; Shariat Yazdi, H.; Lehmann, J.
Konferenzbeitrag
2020Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, Mirco; Andrienko, Gennady; Barabási, Albert-László; et al.
Bericht
2020Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, Mirco; Andrienko, Gennady L.; Barabási, Albert-László; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comandé, Giovanni; Conti, Marco; Coté, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertész, János; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Megías, David; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenç; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro
Zeitschriftenaufsatz
2020Improving access to science for social good
Ali, M.; Vahdati, S.; Singh, S.; Dasgupta, S.; Lehmann, J.
Konferenzbeitrag
2020Informed Machine Learning - A Taxonomy and Survey of Integrating Knowledge into Learning Systems
Rüden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis
Bericht
2020Interactive Assigning of Conference Sessions with Visualization and Topic Modeling
Han, Y.; Wang, Z.; Chen, S.; Li, G.; Zhang, X.; Yuan, X.
Konferenzbeitrag
2020IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA
Musyaffa, F.A.; Vidal, M.-E.; Orlandi, F.; Lehmann, J.; Jabeen, H.
Zeitschriftenaufsatz
2020IQA: Interactive query construction in semantic question answering systems
Zafar, H.; Dubey, M.; Lehmann, J.; Demidova, E.
Zeitschriftenaufsatz
2020A Knowledge Graph for Industry 4.0
Bader, S.R.; Grangel-Gonzalez, I.; Nanjappa, P.; Vidal, M.-E.; Maleshkova, M.
Konferenzbeitrag
2020Learning a lightweight representation: First step towards automatic detection of multidimensional relationships between ideas
Khiat, A.
Konferenzbeitrag
2020Linking physicians to medical research results via knowledge graph embeddings and twitter
Sadeghi, A.; Lehmann, J.
Konferenzbeitrag
2020Matching biodiversity and ecology ontologies: Challenges and evaluation results
Karam, Naouel; Khiat, Abderrahmane; Algergawy, Alsayed; Sattler, Melanie; Weiland, Claus; Schmidt, Marco
Zeitschriftenaufsatz
2020Matrix- and Tensor Factorization for Game Content Recommendation
Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian
Zeitschriftenaufsatz
2020Maximal Closed Set and Half-Space Separations in Finite Closure Systems
Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan
Konferenzbeitrag
2020Multi-Staged Cross-Lingual Acoustic Model Adaption for Robust Speech Recognition in Real-World Applications - A Case Study on German Oral History Interviews
Gref, Michael; Walter, Oliver; Schmidt, Christoph Andreas; Behnke, Sven; Köhler, Joachim
Konferenzbeitrag
2020NAT: Noise-Aware Training for Robust Neural Sequence Labeling
Namysl, Marcin; Behnke, Sven; Köhler, Joachim
Konferenzbeitrag
2020Orthogonal Compaction: Turn-Regularity, Complete Extensions, and their Common Concept
Esser, Alexander M.
Konferenzbeitrag
2020Patterns and Outliers in Temporal Point Processes
Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian
Konferenzbeitrag
2020Polyhedral Billiards, Eigenfunction Concentration and Almost Periodic Control
Cekic, M.; Georgiev, B.; Mukherjee, M.
Zeitschriftenaufsatz
2020R-Map: A Map metaphor for visualizing information reposting process in social media
Chen, S.; Li, S.; Chen, S.; Yuan, X.
Zeitschriftenaufsatz
2020Semantics-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
2020Spatio-temporal visual analytics: a vision for 2020s
Andrienko, Natalia; Andrienko, Gennady
Zeitschriftenaufsatz
2020Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling
Chen, S.; Li, J.; Andrienko, G.; Andrienko, N.; Wang, Y.; Nguyen, P.H.; Turkay, C.
Zeitschriftenaufsatz
2020Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning
Burdack, J.; Horst, F.; Giesselbach, S.; Hassan, I.; Daffner, S.; Schöllhorn, W.I.
Zeitschriftenaufsatz
2020Towards the creation of a threat intelligence framework for maritime infrastructures
Pitropakis, N.; Logothetis, M.; Andrienko, G.; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C.
Konferenzbeitrag
2020Using Automatic Speech Recognition in Spoken Corpus Curation
Gorisch, Jan; Gref, Michael; Schmidt, Thomas
Konferenzbeitrag
2020VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics
Nguyen, P.H.; Henkin, R.; Chen, S.; Andrienko, N.; Andrienko, G.; Thonnard, O.; Turkay, C.
Zeitschriftenaufsatz
2020Visual Analytics in the Aviation and Maritime Domains
Andrienko, Gennady L.; Andrienko, Natalia V.; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo
Aufsatz in Buch
Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.

Hochschulschriften / Examensarbeiten

JahrTitel/AutorDokumentart
Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.