Publikationen 2022

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2022 A generalized Weisfeiler-Lehman graph kernel
Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan
Zeitschriftenaufsatz
Journal Article
2022 A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism
Lage-Rupprecht, Vanessa; Schultz, Bruce; Dick, Justus; Namysl, Marcin; Zaliani, Andrea; Gebel, Stephan; Pless, Ole; Reinshagen, Jeanette; Ellinger, Bernhard; Ebeling, Christian; Esser, Alexander; Jacobs, Marc; Claussen, Carsten; Hofmann-Apitius, Martin
Zeitschriftenaufsatz
Journal Article
2022 A Simulated Annealing Meta-heuristic for Concept Learning in Description Logics
Westphal, Patrick; Vahdati, Sahar; Lehmann, Jens
Konferenzbeitrag
Conference Paper
2022 Anonymization of German financial documents using neural network-based language models with contextual word representations
Biesner, David; Ramamurthy, Rajkumar; Stenzel, Robin; Lübbering, Max; Hillebrand, Lars Patrick; Ladi, Anna; Pielka, Maren; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet
Zeitschriftenaufsatz
Journal Article
2022 Assurance Methodology for In-vehicle AI
Blank, Frédérik; Hüger, Fabian; Mock, Michael; Stauner, Thomas
Zeitschriftenaufsatz
Journal Article
2022 Benchmarking table recognition performance on biomedical literature on neurological disorders
Adams, Tim; Namysl, Marcin; Kodamullil, Alpha Tom; Behnke, Sven; Jacobs, Marc
Zeitschriftenaufsatz
Journal Article
2022 Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning
Hecker, Dirk; Voß, Angelika; Wrobel, Stefan
Aufsatz in Buch
Book Article
2022 Designing Data Spaces
Sammelband
Anthology
2022 Digitalization Workflow for Automated Structuring and Standardization of Maintenance Information of Wind Turbines into Domain Standard as a Basis for Reliability KPI Calculation
Lutz, Marc-Alexander; Walgern, Julia; Beckh, Katharina; Schneider, Juliane; Faulstich, Stefan; Pfaffel, Sebastian
Konferenzbeitrag
Conference Paper
2022 Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion
Nayyeri, M.; Vahdati, S.; Khan, M.T.; Alam, M.M.; Wenige, L.; Behrend, A.; Lehmann, Jens
Konferenzbeitrag
Conference Paper
2022 Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
Houben, Sebastian; Albrecht, Stefanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias
Aufsatz in Buch
Book Article
2022 Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey
Wörmann, Julian; Bogdoll, Daniel; Bührle, Etienne; Chen, Han; Chuo, Evaristus Fuh; Cvejoski, Kostadin; Elst, Ludger van; Gleißner, Tobias; Gottschall, Philip; Griesche, Stefan; Hellert, Christian; Hesels, Christian; Houben, Sebastian; Joseph, Tim; Keil, Niklas; Kelsch, Johann; Königshof, Hendrik; Kraft, Erwin; Kreuser, Leonie; Krone, Kevin; Latka, Tobias; Mattern, Denny; Matthes, Stefan; Munir, Mohsin; Nekolla, Moritz; Paschke, Adrian; Pintz, Maximilian Alexander; Qiu, Tianming; Qureishi, Faraz; Raza Rizvi, Syed Tahseen; Reichardt, Jörg; Rudolph, Stefan; Rüden, Laura von; Sagel, Alexander; Schunk, Gerhard; Shen, Hao; Stapelbroek, Hendrik; Stehr, Vera; Srinivas, Gurucharan; Tran, Anh; Vivekanandan, Abhishek; Wang, Ya; Wasserrab, Florian; Werner, Tino; Wirth, Christian; Zwicklbauer, Stefan
Paper
2022 Methodik zur Absicherung von KI im Fahrzeug
Blank, Frédérik; Hüger, Fabian; Mock, Michael; Stauner, Thomas
Zeitschriftenaufsatz
Journal Article
2022 Safety Assurance of Machine Learning for Perception Functions
Burton, Simon; Hellert, Christian; Hüger, Fabian; Mock, Michael; Rohatschek, Andreas
Aufsatz in Buch
Book Article
2022 ScrutinAI: A Visual Analytics Approach for the Semantic Analysis of Deep Neural Network Predictions
Haedecke, Elena Gina; Mock, Michael; Akila, Maram
Konferenzbeitrag
Conference Paper
2022 SEC-Learn: Sensor Edge Cloud for Federated Learning
Aichroth, Patrick; Antes, Christoph; Gembaczka, Pierre; Graf, Holger; Johnson, David S.; Jung, Matthias; Kämpfe, Thomas; Kleinberger, Thomas; Köllmer, Thomas; Kuhn, Thomas; Kutter, Christoph; Krüger, Jens; Loroch, Dominik M.; Lukashevich, Hanna; Laleni, Nelli; Zhang, Lei; Leugering, Johannes; Martín Fernández, Rodrigo; Mateu, Loreto; Mojumder, Shaown; Prautsch, Benjamin; Pscheidl, Ferdinand; Roscher, Karsten; Schneickert, Sören; Vanselow, Frank; Wallbott, Paul; Walter, Oliver; Weber, Nico
Konferenzbeitrag
Conference Paper
2022 Some applications of heat flow to Laplace eigenfunctions
Georgiev, B.; Mukherjee, M.
Zeitschriftenaufsatz
Journal Article
2022 Sprachversteher
Hecker, Dirk; Paass, Gerhard
Zeitschriftenaufsatz
Journal Article
2022 The why and how of trustworthy AI
Schmitz, Anna; Akila, Maram; Hecker, Dirk; Poretschkin, Maximilian; Wrobel, Stefan
Zeitschriftenaufsatz
Journal Article
2022 Uncovering Chains of Infections through Spatio-Temporal and Visual Analysis of COVID-19 Contact Traces
Antweiler, Dario; Sessler, David; Rossknecht, Maxim; Abb, Benjamin; Ginzel, Sebastian; Kohlhammer, Jörn
Zeitschriftenaufsatz
Journal Article
2022 Using Interactive Visualization and Machine Learning for Seismic Interpretation
Bogen, Manfred; Ewert, Christian; Landenberg, André von; Rilling, Stefan; Wulff, Benjamin
Aufsatz in Buch
Book Article
2022 Wie Computer Sprachen lernen
Paass, Gerhard
Zeitschriftenaufsatz
Journal Article
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica