Publikationen 2019 - Fraunhofer IAIS

Fachpublikationen

Jahr	Titel/Autor	Dokumentart
2019	Analysis of flight variability: A systematic approach Andrienko, N.; Andrienko, G.; Garcia, J.M.C.; Scarlatti, D.	Zeitschriftenaufsatz
2019	Applications of trajectory data from the perspective of a road transportation agency: Literature review and Maryland case study Markovic, N.; Sekula, P.; Vander Laan, Z.; Andrienko, G.; Andrienko, N.	Zeitschriftenaufsatz
2019	Artificial intelligence meets is researchers: Can it replace us? Loebbecke, C.; Sawy, O. el; Kankanhalli, A.; Lynne Markus, M.; Te'Eni, D.; Wrobel, S.	Konferenzbeitrag Volltext
2019	Audio Mining. Advanced Speech Analytics for Oral History Leh, Almut; Gref, Michael; Köhler, Joachim	Zeitschriftenaufsatz Volltext
2019	Beyond the individual: Understanding social structures of an online player matchmaking website Wallner, G.; Schinnerl, C.; Schiller, M.H.; Monte Calvo, A.; Pirker, J.; Sifa, R.; Drachen, A.	Zeitschriftenaufsatz Volltext
2019	Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J.	Konferenzbeitrag
2019	BioKEEN: a library for learning and evaluating biological knowledge graph embeddings Ali, M.; Hoyt, C.T.; Domingo-Fernandez, D.; Lehmann, J.; Jabeen, H.	Zeitschriftenaufsatz
2019	Co-operating with Municipal Partners on Indicator Identification and Data Acquisition Ullrich, Oliver; Bogen, Manfred; Lückerath, Daniel; Rome, Erich	Zeitschriftenaufsatz Volltext
2019	Cognitive Systems and Robotics: Intelligent data utilization for autonomous systems Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen	Aufsatz in Buch
2019	COMET: A Contextualized Molecule-Based Matching Technique Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Galkin, Mikhail; Vidal, Maria-Esther	Konferenzbeitrag
2019	A conceptual framework for studying collective reactions to events in location-based social media Dunkel, A.; Andrienko, G.; Andrienko, N.; Burghardt, D.; Hauthal, E.; Purves, R.	Zeitschriftenaufsatz Volltext
2019	Constructing Spaces and Times for Tactical Analysis in Football Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, P.; Budziak, G.; Fuchs, G.; Hecker, D.; Weber, H.; Wrobel, S.	Zeitschriftenaufsatz
2019	COPE: Interactive exploration of co-occurrence patterns in spatial time series Li, J.; Chen, S.; Zhang, K.; Andrienko, G.; Andrienko, N.	Zeitschriftenaufsatz
2019	Data Farming Services: Micro-Services for Facilitating Data Farming in Nato Huber, Daniel; Horne, Gary; Kallfass, Daniel; Hodicky, Jan; Reus, Nico de	Konferenzbeitrag Volltext
2019	The datAcron Ontology for the Specification of Semantic Trajectories. Specification of Semantic Trajectories for Data Transformations Supporting Visual Analytics Vouros, George A.; Santipantakis, Georgios M.; Doulkeridis, Christos; Vlachou, Akrivi; Andrienko, Gennady; Andrienko, Natalia; Fuchs, Georg; Cordero Garcia, Jose Manuel; Garcia Martinez, Miguel	Zeitschriftenaufsatz
2019	Echo State Networks for Named Entity Recognition Ramamurthy, Rajkumar; Stenzel, Robin; Sifa, Rafet; Ladi, Anna; Bauckhage, Christian	Konferenzbeitrag
2019	Effcient Decentralized Deep Learning by Dynamic Model Averaging Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan	Konferenzbeitrag
2019	Equivalence of Turn-Regularity and Complete Extensions Esser, Alexander	Konferenzbeitrag Volltext
2019	Evaluation of metadata representations in RDF stores Frey, J.; Müller, K.; Hellmann, S.; Rahm, E.; Vidal, M.-E.	Zeitschriftenaufsatz
2019	EVENTSKG: A 5-Star Dataset of Top-ranked Events in Eight Computer Science Communities Fathalla, Said; Lange, Christoph; Auer, Soeren	Konferenzbeitrag
2019	Fracking and metaphor: Analysing newspaper discourse in the USA, Australia and the United Kingdom Cotton, M.; Barkemeyer, R.; Renzi, B.G.; Napolitano, G.	Zeitschriftenaufsatz
2019	How to feed the Squerall with RDF and other data nuts? Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Soeren; Lehmann, Jens	Konferenzbeitrag Volltext
2019	A Human-friendly Query Generation Frontend for a Scientific Events Knowledge Graph Fathalla, Said; Lange, Christoph; Auer, Soeren	Konferenzbeitrag Volltext
2019	A Hybrid AI Tool to Extract Key Performance Indicators from Financial Reports for Benchmarking Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian; Loitz, Rüdiger; Lohmeier, Uwe; Pünt, Christin	Konferenzbeitrag
2019	Imposing Category Trees Onto Word-Embeddings Using a Geometric Construction Dong, Tiansi; Bauckhage, Christian; Jin, Hailong; Li, J.; Cremers, O.; Speicher, D.; Cremers, A.B.; Zimmermann, J.	Konferenzbeitrag Volltext
2019	Improving Word Embeddings Using Kernel PCA Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian	Konferenzbeitrag
2019	Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens	Konferenzbeitrag Volltext
2019	Informed Machine Learning for Industry Bauckhage, Christian; Schulz, Daniel; Hecker, Dirk	Zeitschriftenaufsatz Volltext
2019	Inside the Group: Investigating Social Structures in Player Groups and their Influence on Activity Schiller, Michael H.; Wallner, Günter; Schinnerl, Christopher; Monte Calvo, Alexander; Pirker, Johanna; Sifa, Rafet; Drachen, Anders	Zeitschriftenaufsatz Volltext
2019	Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings Bajwa, Awais Manzoor; Collarana, Diego; Vidal, Maria-Esther	Konferenzbeitrag Volltext
2019	Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls Bauckhage, Christian; Sifa, Rafet	Konferenzbeitrag
2019	Künstliche Intelligenz Bauckhage, Christian	Aufsatz in Buch
2019	Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan	Konferenzbeitrag
2019	Max-Sum Dispersion via Quantum Annealing Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan	Konferenzbeitrag Volltext
2019	Mining Tree Patterns with Partially Injective Homomorphisms Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan	Konferenzbeitrag Volltext
2019	Noise Reduction in Distant Supervision for Relation Extraction Using Probabilistic Soft Logic Kirsch, Birgit; Niyazova, Zamira; Mock, Michael; Rüping, Stefan	Konferenzbeitrag
2019	Opening and Reusing Transparent Peer Reviews with Automatic Article Annotation Sadeghi, Afshin; Capadisli, Sarven; Wilm, Johannes; Lange, Christoph; May, Philipp	Zeitschriftenaufsatz Volltext
2019	Predicting Missing Links Using PyKEEN Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens	Konferenzbeitrag Volltext
2019	Pretrained Transformers for Simple Question Answering over Knowledge Graphs Lukovnikov, Denis; Fischer, Asja; Lehmann, Jens	Konferenzbeitrag Volltext
2019	Probabilistic and exact frequent subtree mining in graphs beyond forests Welke, Pascal; Horvath, Tamas; Wrobel, Stefan	Zeitschriftenaufsatz Volltext
2019	Prototypes within Minimum Enclosing Balls Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi	Konferenzbeitrag
2019	A QUBO Formulation of the k-Medoids Problem Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan	Konferenzbeitrag Volltext
2019	Querying Data Lakes using Spark and Presto Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S.	Konferenzbeitrag
2019	RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels Brito, Eduardo; Georgiev, Bogdan; Domingo-Fernández, Daniel; Hoyt, Charles Tapley; Bauckhage, Christian	Konferenzbeitrag Volltext
2019	RDF Doctor: A Holistic Approach for Syntax Error Detection and Correction of RDF Data Hemid, Ahmad; Halilaj, Lavdim; Khiat, Abderrahmane; Lohmann, Steffen	Konferenzbeitrag
2019	Recurrent Adversarial Service Times Ojeda, César; Cvejosky, Kostadin; Sánchez, Ramsés J.; Schücker, Jannis; Georgiev, Bogdan; Bauckhage, Christian	Bericht Volltext
2019	Reference Architecture Model. Version 3.0: April 2019 Otto, Boris; Steinbuss, Sebastian; Teuscher, Andreas; Lohmann, Steffen; Bader, Sebastian; Birnstil, P.; Böhmer, M.; Brost, G.; Cirullies, J.; Eitel, A.; Ernst, T.; Geisler, S.; Gelhaar, J.; Gude, R.; Haas, C.; Huber, M.; Jung, C.; Jürjens, J.; Lange, C.; Lis, D.; Mader, C.; Menz, N.; Nagel, R.; Patzer, F.; Pettenpohl, H.; Pullmann, J.; Quix, C.; Schulz, D.; Schütte, J.; et al.	Bericht Volltext
2019	A review of machine learning for the optimization of production processes Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S.	Zeitschriftenaufsatz
2019	Roberta-Grundlagenband. 3., überarb. Aufl. Fraunhofer-Institut Intelligente Analyse- und Informationssysteme -IAIS-, Sankt Augustin	Buch
2019	Das Roberta-Konzept - hands-on, spannend, praxisnah Leimbach, Thorsten; Tomala, Daria; Zay, Elena	Aufsatz in Buch
2019	The Scientific Events Ontology of The OpenResearch.org Curation Platform Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C.	Konferenzbeitrag
2019	SemanGit: A Linked Dataset from git Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien	Konferenzbeitrag Volltext
2019	SML-Bench: A benchmarking framework for structured machine learning Westphal, P.; Buhmann, L.; Bin, S.; Jabeen, H.; Lehmann, J.	Zeitschriftenaufsatz
2019	Some remarks on nodal geometry in the smooth setting Georgiev, B.; Mukherjee, M.	Zeitschriftenaufsatz
2019	Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Soeren; Lehmann, Jens	Konferenzbeitrag
2019	Structuring reference architectures for the industrial Internet of Things Bader, S.R.; Maleshkova, M.; Lohmann, S.	Zeitschriftenaufsatz Volltext
2019	Structuring the Industry 4.0 Landscape Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Tasnim, Mayesha; Lohmann, Steffen	Konferenzbeitrag Volltext
2019	Summarizing Entity Temporal Evolution in Knowledge Graphs Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Orlandi, Fabrizio; Vidal, Maria-Esther	Konferenzbeitrag
2019	Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing Pick, Annika; Horváth, Tamás; Wrobel, Stefan	Konferenzbeitrag Volltext
2019	A Team Based Player Versus Player Recommender Systems Framework For Player Improvement Joshi, R.; Gupta, V.; Li, X.Y.; Cui, Y.; Wang, Z.W.; Ravari, Y.N.; Klabjan, D.; Sifa, R.; Parsaeian, A.; Drachen, A.; Demediuk, S.	Konferenzbeitrag Volltext
2019	Towards Automated Auditing with Machine Learning Sifa, Rafet; Ladi, Anna; Pielka, Maren; Ramamurthy, Rajkumar; Hillebrand, Lars; Kirsch, Birgit; Biesner, David; Stenzel, R.; Bell, T.; Lübbering, M.; Nütten, U.; Bauckhage, C.; Warning, U.; Fürst, B.; Khameneh, T.D.; Thom, D.; Huseynov, I.; Kahlert, R.; Schlums, J.; Ismail, H.; Kliem, B.; Loitz, R.	Konferenzbeitrag
2019	Towards Contradiction Detection in German: A Translation-Driven Approach Sifa, Rafet; Pielka, Maren; Ramamurthy, Rajkumar; Ladi, Anna; Hillebrand, Lars; Bauckhage, Christian	Konferenzbeitrag
2019	Towards Semantically Structuring GitHub Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien	Konferenzbeitrag Volltext
2019	Triple Classification Using Regions and Fine-Grained Entity Typing Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B.	Konferenzbeitrag Volltext
2019	Two Attempts to Predict Author Gender in Cross-Genre Settings in Dutch Brito, Eduardo; Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Volltext
2019	Two-Staged Acoustic Modeling Adaption for Robust Speech Recognition by the Example of German Oral History Interviews Gref, Michael; Schmidt, Christoph Andreas; Behnke, Sven; Köhler, Joachim	Konferenzbeitrag
2019	Unabhängige digitale Bildung mit dem Raspberry Pi, Open Source Software und OER Hübner, Tobias; Lebedynska, Viktoriya	Aufsatz in Buch
2019	Understanding User Behaviour through Action Sequences: From the Usual to the Unusual Nguyen, P.; Turkay, C.; Andrienko, G.; Andrienko, N.; Thonnard, O.; Zouaoui, J.	Zeitschriftenaufsatz
2019	Urbane Datenräume - Möglichkeiten von Datenaustausch und Zusammenarbeit im urbanen Raum. Handreichung zur Studie Schieferdecker, Ina; Bruns, Lina; Cuno, Silke; Flügge, Matthias; Isakovic, Karsten; Klessmann, Jens; Lämmel, Philipp; Stadtkewitz, Dustin; Tcholtchev, Nikolay; Lange, Christoph; Imbusch, Benedikt T.; Strauß, Leonie; Vastag, Alex; Flocke, Florian; Kraft, Volker	Bericht Volltext
2019	Visualization and interaction for ontologies and linked data - Editorial Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C.	Zeitschriftenaufsatz

Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.

Jahr	Titel/Autor	Dokumentart
2019	Automatic Sentence Generation Using Generative Adversarial Neural Networks Ovchinnikova, Evgeniya; Plöger, Paul; Kraetzschmar, Gerhard	Master Thesis Volltext
2019	Computing Character-level Word Embeddings from a Neural Language Model capturing Lexical Relationships Natious, Livin	Master Thesis Volltext
2019	Dwelling Detection on VHR satellite imagery of Refugee/ IDP Camps using Faster R-CNN Wickert, Lorenz; Fuhrmann, Arnulph; Bogen, Manfred	Bachelor Thesis Volltext
2019	Evaluation von Ansätzen zur skalierten Ausführung von workflowbasierten Anwendungen am Beispiel einer Audio-Mining Anwendung Luhmer, David	Master Thesis Volltext
2019	Generalization of SELU to CNN Ha, Bach; Plöger, Paul G.; Kraetzschmar, Gerhard K.; Zimmermann, Florian	Master Thesis Volltext
2019	Noise Reduction in Distant Supervision using Probabilistic Soft Logic Niyazova, Zamira; Mock, Michael; Wrobel, Stefan	Master Thesis Volltext
2019	Understanding Convolutional Neural Networks for Seismic Features by Visualization Landenberg, André von; Müller, Stefan	Master Thesis Volltext

Fachpublikationen

Hochschulschriften / Examensarbeiten