Publications 2019

Research Publications

YearTitle/AuthorDocument Type
2019Analysis of flight variability: A systematic approach
Andrienko, N.; Andrienko, G.; Garcia, J.M.C.; Scarlatti, D.
Journal Article
2019Applications 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.
Journal Article
2019Audio Mining. Advanced Speech Analytics for Oral History
Leh, Almut; Gref, Michael; Köhler, Joachim
Journal Article
2019Beyond 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.
Journal Article
2019Big Data, IOT und Machine Learning - Neue Perspektiven für Lastdaten und Schadensvorhersagen
Tiesler, H.; Messmer, M.; Paul, N.; Sicking, J.
Conference Paper
2019Cognitive Systems and Robotics: Intelligent data utilization for autonomous systems
Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen
Book Article
2019COMET: A Contextualized Molecule-Based Matching Technique
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Galkin, Mikhail; Vidal, Maria-Esther
Conference Paper
2019A 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.
Journal Article
2019COPE: Interactive exploration of co-occurrence patterns in spatial time series
Li, J.; Chen, S.; Zhang, K.; Andrienko, G.; Andrienko, N.
Journal Article
2019Data Farming Services: Micro-Services for Facilitating Data Farming in Nato
Huber, Daniel; Horne, Gary; Kallfass, Daniel; Hodicky, Jan; Reus, Nico de
Conference Paper
2019Echo State Networks for Named Entity Recognition
Ramamurthy, Rajkumar; Stenzel, Robin; Sifa, Rafet; Ladi, Anna; Bauckhage, Christian
Conference Paper
2019Effcient Decentralized Deep Learning by Dynamic Model Averaging
Kamp, Michael; Adilova, Linara; Sicking, Joachim; Hüger, Fabian; Schlicht, Peter; Wirtz, Tim; Wrobel, Stefan
Conference Paper
2019Effective approximation of parametrized closure systems over transactional data streams
Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan
Journal Article
2019Equivalence of Turn-Regularity and Complete Extensions
Esser, Alexander
Conference Paper
2019Evaluation of metadata representations in RDF stores
Frey, J.; Müller, K.; Hellmann, S.; Rahm, E.; Vidal, M.-E.
Journal Article
2019EVENTSKG: A 5-Star Dataset of Top-ranked Events in Eight Computer Science Communities
Fathalla, Said; Lange, Christoph; Auer, Soeren
Conference Paper
2019Fracking and metaphor: Analysing newspaper discourse in the USA, Australia and the United Kingdom
Cotton, M.; Barkemeyer, R.; Renzi, B.G.; Napolitano, G.
Journal Article
2019How to feed the Squerall with RDF and other data nuts?
Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Soeren; Lehmann, Jens
Conference Paper
2019A Human-friendly Query Generation Frontend for a Scientific Events Knowledge Graph
Fathalla, Said; Lange, Christoph; Auer, Soeren
Conference Paper
2019Improving Word Embeddings Using Kernel PCA
Gupta, Vishwani; Giesselbach, Sven; Rüping, Stefan; Bauckhage, Christian
Conference Paper
2019Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-task Learning
Kassawat, Firas; Chaudhuri, Debanjan; Lehmann, Jens
Conference Paper
2019Interaction Network Analysis Using Semantic Similarity Based on Translation Embeddings
Bajwa, Awais Manzoor; Collarana, Diego; Vidal, Maria-Esther
Conference Paper
2019Künstliche Intelligenz
Bauckhage, Christian
Book Article
2019LDA Ensembles for Interactive Exploration and Categorization of Behaviors
Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Barlet, Jeremie; Kindermann, Jörg; Nguyen, Phong H.; Thonnard, Oliver; Turkay, Cagatay
Journal Article
2019Leveraging Domain Knowledge for Reinforcement Learning using MMC Architectures
Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Schücker, Jannis; Wrobel, Stefan
Conference Paper
2019Max-Sum Dispersion via Quantum Annealing
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Conference Paper
2019Mining Tree Patterns with Partially Injective Homomorphisms
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan
Conference Paper
2019Opening and Reusing Transparent Peer Reviews with Automatic Article Annotation
Sadeghi, Afshin; Capadisli, Sarven; Wilm, Johannes; Lange, Christoph; May, Philipp
Journal Article
2019Predicting Missing Links Using PyKEEN
Ali, Mehdi; Hoyt, Charles Tapley; Domingo-Fernandez, Daniel; Lehmann, Jens
Conference Paper
2019Probabilistic and exact frequent subtree mining in graphs beyond forests
Welke, Pascal; Horvath, Tamas; Wrobel, Stefan
Journal Article
2019Prototypes within Minimum Enclosing Balls
Bauckhage, Christian; Sifa, Rafet; Dong, Tiansi
Conference Paper
2019A QUBO Formulation of the k-Medoids Problem
Bauckhage, Christian; Piatkowski, Nico; Sifa, Rafet; Hecker, Dirk; Wrobel, Stefan
Conference Paper
2019Querying Data Lakes using Spark and Presto
Mami, M.N.; Graux, D.; Scerri, S.; Jabeen, H.; Auer, S.
Conference Paper
2019RatVec: A General Approach for Low-dimensional Distributed Vector Representations via Rational Kernels
Brito, Eduardo; Georgiev, Bogdan; Domingo-Fernández, Daniel; Hoyt, Charles Tapley; Bauckhage, Christian
Conference Paper
2019RDF Doctor: A Holistic Approach for Syntax Error Detection and Correction of RDF Data
Hemid, Ahmad; Halilaj, Lavdim; Khiat, Abderrahmane; Lohmann, Steffen
Conference Paper
2019Reference 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.
Report
2019A review of machine learning for the optimization of production processes
Weichert, D.; Link, Patrick; Stoll, Anke; Rüping, S.; Ihlenfeldt, Steffen; Wrobel, S.
Journal Article
2019Roberta-Grundlagenband. 3., überarb. Aufl.
Fraunhofer-Institut Intelligente Analyse- und Informationssysteme -IAIS-, Sankt Augustin
Book
2019Das Roberta-Konzept - hands-on, spannend, praxisnah
Leimbach, Thorsten; Tomala, Daria; Zay, Elena
Book Article
2019The Scientific Events Ontology of The OpenResearch.org Curation Platform
Fathalla, S.; Vahdati, S.; Auer, S.; Lange, C.
Conference Paper
2019SemanGit: A Linked Dataset from git
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien
Conference Paper
2019SML-Bench: A benchmarking framework for structured machine learning
Westphal, P.; Buhmann, L.; Bin, S.; Jabeen, H.; Lehmann, J.
Journal Article
2019Some remarks on nodal geometry in the smooth setting
Georgiev, B.; Mukherjee, M.
Journal Article
2019Squerall: Virtual Ontology-Based Access to Heterogeneous and Large Data Sources
Mami, Mohamed Nadjib; Graux, Damien; Scerri, Simon; Jabeen, Hajira; Auer, Soeren; Lehmann, Jens
Conference Paper
2019Structuring reference architectures for the industrial Internet of Things
Bader, S.R.; Maleshkova, M.; Lohmann, S.
Journal Article
2019Summarizing Entity Temporal Evolution in Knowledge Graphs
Tasnim, Mayesha; Collarana, Diego; Graux, Damien; Orlandi, Fabrizio; Vidal, Maria-Esther
Conference Paper
2019Support Estimation in Frequent Itemset Mining by Locality Sensitive Hashing
Pick, Annika; Horváth, Tamás; Wrobel, Stefan
Conference Paper
2019A 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.
Conference Paper
2019Towards Semantically Structuring GitHub
Kubitza, Dennis Oliver; Boeckmann, Matthias; Graux, Damien
Conference Paper
2019Triple Classification Using Regions and Fine-Grained Entity Typing
Dong, Tiansi; Wang, Zhigang; Li, Juanzi; Bauckhage, Christian; Cremers, Armin B.
Conference Paper
2019Two-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
Conference Paper
2019Unabhängige digitale Bildung mit dem Raspberry Pi, Open Source Software und OER
Hübner, Tobias; Lebedynska, Viktoriya
Book Article
2019Understanding User Behaviour through Action Sequences: From the Usual to the Unusual
Nguyen, P.; Turkay, C.; Andrienko, G.; Andrienko, N.; Thonnard, O.; Zouaoui, J.
Journal Article
2019Urbane 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
Report
2019Visual Analysis of Place Connectedness by Public Transport
Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik
Journal Article
2019Visualization and interaction for ontologies and linked data - Editorial
Ivanova, V.; Lambrix, P.; Lohmann, S.; Pesquita, C.
Journal Article
This publication list has been generated from the publication database Fraunhofer-Publica.

Theses

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