Recent scientific publications of Fraunhofer IOSB

YearTitle/AuthorDocument Type
2021Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan
Book Article
2021Tiefe neuronale Netze: Welche Vorteile haben tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G.
Book Article
2021Image-Based Out-of-Distribution-Detector Principles on Graph-Based Input Data in Human Action Recognition
Bayer, Jens; Münch, David; Arens, Michael
Conference Paper
2021Optimal multispectral sensor confgurations through machine learning for cognitive agriculture
Becker, Florian; Backhaus, Andreas; Johrden, Felix; Flitter, Merle
Journal Article
2021Machine Learning for Cyber Physical Systems: Selected papers from the International Conference ML4CPS 2020, Berlin, March 22-23, 2020
Beyerer, J.; Maier, A.; Niggemann, O.
Conference Proceedings
2021OCM 2021, 5th International Conference on Optical Characterization of Materials: March 17th - 18th, 2021; Karlsruhe, Germany, Online event
Beyerer, Jürgen; Längle, Thomas ; Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung -IOSB-, Karlsruhe; Karlsruher Institut für Technologie -KIT-
Conference Proceedings
2021Kompetent im Einsatz. Variable Autonomie Lernender Systeme in lebensfeindlichen Umgebungen. Whitepaper
Beyerer, Jürgen; Deserno, Thomas M.; Straube, Sirko; Tchouchenkov, Igor; Wedler, Armin
Report
2021Smart agriculture. Editorial
Beyerer, Jürgen; Bretthauer, Georg; Längle, Thomas
Journal Article
2021Security in Industrial Environments: Presentation held at Software Campus Alumni Vortragsreihe, 11.03.2021, Online
Borcherding, Anne
Presentation
2021At the end of the line: How automakers can embrace flexible production
Borowski, Axel; Hafner, Claus; Trögel, Peter; Sauer, Olaf; Pfrommer, Julius
Study
2021Datensouveränität für Patienten im Gesundheitswesen. Eine Chance für die medizinische Forschung und den Datenschutz
Bretthauer, Sebastian; Appenzeller, Arno; Birnstill, Pascal
Journal Article
2021A Photogrammetry-based Framework to Facilitate Image-based Modeling and Automatic Camera Tracking
Bullinger, Sebastian; Bodensteiner, Christoph; Arens, Michael
Conference Paper
2021A Survey on the Explainability of Supervised Machine Learning
Burkart, Nadia; Huber, Marco F.
Journal Article
2021Are you sure? Prediction revision in automated decision-making
Burkart, Nadia; Robert, Sebastian; Huber, Marco
Journal Article
2021Explanation Framework for Intrusion Detection
Burkart, Nadia; Franz, Maximilian; Huber, Marco F.
Conference Paper
2021Supported Decision-Making by Explainable Predictions of Ship Trajectories
Burkart, Nadia; Huber, Marco; Anneken, Mathias
Conference Paper
2021First Approaches to Automatically Diagnose and Reconfigure Hybrid Cyber-Physical Systems
Diedrich, Alexander; Balzereit, Kaja; Niggemann, Oliver
Conference Paper
2021Human-Machine Interactions for on the Fly Free Text Input Processing
Dyck, Sergius; Hoffmann, Almuth
Conference Paper
2021Developing a handheld NIR sensor for the detection of ripening in grapevine
Gebauer, Lucie; Krause, Julius; Zheng, Xiaorong; Gruna, Robin; Töpfer, Reinhard; Kicherer, Anna
Conference Paper
2021Praxisnahes Lernen: IT-Sicherheit in der Industrie 4.0
Haas, Christian; Otto, Jens
Journal Article
2021Rare SARS-CoV-2 antibody development in cancer patients
Hempel, Louisa; Molnar, Jakob; Robert, Sebastian; Veloso, Julia; Trepotec, Zeljka; Englisch, Sofie; Weinzierl, Philip; Schick, Cordula; Milani, Valeria; Schweneker, Katrin; Fleischmann, Bastian; Scheiber, Josef; Gandorfer, Beate; Kleespies, Axel; Hempel, Dirk; Riedmann, Kristina; Piehler, Armin
Journal Article
2021Übertragung eines Vorgehensmodells zur KI-Integration von der Industrie auf Umweltinformationssysteme
Hilbring, Desiree; Pfrommer, Julius
Conference Paper
2021ShiSha: Enabling Shared Perspective with Face-to-Face Collaboration Using Redirected Avatars in Virtual Reality
Hoppe, Adrian H.; Camp, Florian van de; Stiefelhagen, Rainer
Journal Article
2021An intelligent management system for aquaponics
Karimanzira, Divas; Rauschenbach, Thomas
Journal Article
2021Intelligent Information Management in Aquaponics to Increase Mutual Benefits
Karimanzira, Divas; Na, Chai; Hong, Mu; Wei, Yaoguang
Journal Article
2021Extending StructureNet to generate physically feasible 3D shapes
Koch, Jannik; Haraké, Laura; Jung, Alisa; Dachsbacher, Carsten
Conference Paper
2021Detection of pyrrolizidine alkaloid containing herbs using hyperspectral imaging in the short-wave infrared
Krause, Julius; Tron, Nanina; Maier, Georg; Gruna, Robin; Krähmer, Andrea
Conference Paper
2021New active learning algorithms for near-infrared spectroscopy in agricultural applications
Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin
Journal Article
2021Application of LSTM Networks for Water Demand Prediction in Optimal Pump Control
Kühnert, Christian; Gonuguntla, Naga; Krieg, Helene; Nowak, Dimitri; Thomas, Jorge A.
Journal Article
2021Attacking dynamic power system control centers - a cyber-physical threat analysis
Kummerow, André; Rüsch, Dennis; Nicolai, Steffen; Brosinsky, Christoph; Westermann, Dirk; Naumann, Andre
Conference Paper
2021Nitrat-Monitoring 4.0 - Intelligente Systeme zur nachhaltigen Reduzierung von Nitrat im Grundwasser
Liesch, Tanja; Bruns, Julian; Abecker, Andreas; Hilbring, Desiree; Karimanzira, Divas; Martin, Tobias; Wagner, Martin; Wunsch, Andreas; Fischer, Thilo
Conference Paper
2021Improving trajectory estimation using 3D city models and kinematic point clouds
Lucks, Lukas; Klingbeil, Lasse; Pluemer, Lutz; Dehbi, Youness
Journal Article
2021Experimental Evaluation of a Novel Sensor-Based Sorting Approach Featuring Predictive Real-Time Multiobject Tracking
Maier, Georg; Pfaff, Florian; Pieper, Christoph; Gruna, Robin; Noack, Benjamin; Kruggel-Emden, Harald; Längle, Thomas; Hanebeck, Uwe D.; Wirtz, Siegmar; Scherer, Viktor; Beyerer, Jürgen
Journal Article
2021Microgrid Systems: Towards a Technical Performance Assessment Frame
Marchand, Sophie; Monsalve, Cristian; Reimann, Thorsten; Heckmann, Wolfram; Ungerland, Jakob; Lauer, Hagen; Ruhe, Stephan; Krauß, Christoph
Journal Article
2021On the Depth of Gestalt Hierarchies in Common Imagery
Michaelsen, Eckart
Conference Paper
2021Corona-Management per Map und Touch. Elektronische Lagedarstellung erleichtert Abstimmung im Bevölkerungsschutz: ÖFFENTLICHE SICHERHEIT
Moßgraber, Jürgen
Electronic Publication
2021Modular and scalable automation for feld robots
Osten, Julia; Weyers, Catrin; Bregler, Kevin; Emter, Thomas; Petereit, Janko
Journal Article
2021Efficient Semantic Representation of Network Access Control Configuration for Ontology-based Security Analysis
Patzer, Florian; Beyerer, Jürgen
Conference Paper
2021Detecting vibration features from remote objects based on high-speed imagery
Paunescu, Gabriela; Lutzmann, Peter; Wegner, Daniel; Göhler, Benjamin
Journal Article
2021Multimedia analysis platform for crime prevention and investigation. Results of MAGNETO project
Perez, Francisco J.; Garrido, Victor J.; Garcia, Alberto; Zambrano, Marcelo; Kozik, Rafal; Choras, Michal; Mühlenberg, Dirk; Pallmer, Dirk; Müller, Wilmuth
Journal Article
2021Correction: Ritt, G. Laser Safety Calculations for Imaging Sensors. Sensors 2019, 19, 3765
Ritt, Gunnar
Journal Article
2021Soil monitoring for precision farming using hyperspectral remote sensing and soil sensors
Schreiner, Simon; Culibrk, Dubravko; Bandecchi, Michele; Gross, Wolfgang; Middelmann, Wolfgang
Journal Article
2021Optimal, blind-search modal wavefront correction in atmospheric turbulence. Part I: Simulations
Segel, Max; Gladysz, Szymon
Journal Article
2021DecaWave ultra-wideband warm-up error correction
Sidorenko, Juri; Schatz, Volker; Scherer-Negenborn, Norbert; Arens, Michael; Hugentobler, Urs
Journal Article
2021A General Framework and Control Theoretic Approach for Adaptive Interactive Learning Environments
Streicher, Alexander; Schönbein, Rainer; Pickl, Stefan Wolfgang
Book Article
20213.5 W Broadband PM Hybrid Amplifier at 2051 nm with Holmium- and Thulium-Doped Single-Clad Fibers
Tench, Robert E.; Amavigan, Alexandre; Romano, Clément; Traore, Daniya; Delavaux, Jean-Marc; Robin, Thierry
Journal Article
2021Industrie 4.0 - Aktuelle Entwicklungen aus Sicht der Informatik
Usländer, Thomas
Conference Paper
2021International Data Spaces tailored to Industrie 4.0 - How to Address the Requirements for Data Sovereignty
Usländer, Thomas
Conference Paper
2021Evaluation of Interpretable Association Rule Mining Methods on Time-Series in the Maritime Domain
Veerappa, Manjunatha; Anneken, Mathias; Burkart, Nadia
Conference Paper
2021Sharing of Asset Administration Shells with the International Data Spaces
Volz, Friedrich
Conference Paper
2021Information modeling and knowledge extraction for machine learning applications in industrial production systems
Windmann, Stefan; Kühnert, Christian
Conference Paper
2021Phenoliner 2.0: RGB and near-infrared (NIR) image acquisition for an efficient phenotyping in grapevine research
Zheng, Xiaorong; Krause, Julius; Flitter, Merle; Gruna, Robin; Töpfer, Reinhard; Kicherer, Anna
Conference Paper
2021Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods
Zimmering, Bernd; Niggemann, Oliver; Hasterok, Constanze; Pfannstiel, Erik; Ramming, Dario; Pfrommer, Julius
Journal Article
This publication list has been generated from the publication database Fraunhofer-Publica.