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| 2021 | Situation-Aware Refinement for Semantic Segmentation Models: Closing the Safety Gap
Habermayr, Lukas
: Kuhn, Christopher (Advisor); Zacchi, Joao-Vitor (Advisor); Kurzidem, Iwo (Advisor) | Master Thesis |
| 2020 | Absicherung von Machine-Learning-Verfahren in sicherheitskritischen Systemen
Schwaiger, Adrian | Presentation |
| 2020 | Adaptive Data Aggregation for Car2X - Communication, Transmission Models and Self Learning Systems
Kirschner, Anja
: Krahmer, Felix (Supervisor); Fuchs, Tim (Advisor); Jiru, Josef (External Advisor) | Master Thesis |
| 2020 | Assessing Box Merging Strategies and Uncertainty Estimation Methods in Multimodel Object Detection
Schmoeller Roza, Felippe; Henne, Maximilian; Roscher, Karsten; Günnemann, Stephan | Conference Paper |
| 2020 | Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics
Henne, Maximilian; Schwaiger, Adrian; Roscher, Karsten; Weiß, Gereon | Conference Paper |
| 2020 | Channel Quality Estimation for Cognitive Wireless Systems Using Software Defined Radios
Saad, Ahmad; Schepker, Henning F.; Neuhaus, Peter | Conference Paper |
| 2020 | Critical Success Factors of the Smart City Transformation Process and the Role of Technology in the Smart City Approach - A Case Study of Munich, Germany
Schabel, Louisa
: Heller, Stephan (Erstprüfer); Seydel, Dominique (Zweitprüfer) | Bachelor Thesis |
| 2020 | CVIP: A Protocol for Complex Interactions Among Connected Vehicles
Häfner, Bernhard; Jiru, Josef; Roscher, Karsten; Ott, Jörg; Schmitt, Georg A.; Sevilmis, Yagmur | Conference Paper |
| 2020 | Dependable Computing - EDCC 2020 Workshops. Proceedings
: Bernardi, Simona (Ed.); Vittorini, Valeria (Ed.); Flammini, F.; Nardone, Roberto (Ed.); Marrone, Stefano (Ed.); Adler, Rasmus (Ed.); Schneider, Daniel (Ed.); Schleiß, Philipp (Ed.); Nostro, N.; Olsen, Rasmus Løvenstein (Ed.); Salle, Amleto di (Ed.); Masci, Paolo (Ed.) | Conference Proceedings |
| 2020 | Evaluating Perceptual Uncertainty for Safe Automated Driving Under Consideration of Contextual Awareness
Bangalore Vageeshapanditharadhya, Nischal
: Grimm, Christoph (Supervisor); Trapp, Mario (Supervisor); Saad, Ahmad (Supervisor); Schleiß, Philipp (Supervisor) | Master Thesis |
| 2020 | Flexilient End-to-End Architectures
Drabek, Christian; Kosmalska, Anna
: Friedmann, Miriam (Ed.) | Report |
| 2020 | Introduction of Robot Operating System 2: ROS2
Liao, Yuan | Electronic Publication |
| 2020 | An Introspective System for Adaptive Sensor Fusion
Aykut, Timucin
: Kuhn, Christopher (Advisor); Kurzidem, Iwo (Advisor) | Master Thesis |
| 2020 | Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
Schwaiger, Adrian; Sinhamahapatra, Poulami; Gansloser, Jens; Roscher, Karsten | Conference Paper |
| 2020 | Künstliche Intelligenz in sicherheitskritischen Anwendungen
Trapp, Mario | Presentation |
| 2020 | Machine Learning in sicherheitskritischen Systemen
Schwaiger, Adrian | Conference Paper |
| 2020 | Methoden zur Absicherung von KI-basierten Perzeptionsarchitekturen in autonomen Systemen
Schleiß, Philipp; Kurzidem, Iwo | Conference Paper |
| 2020 | QoS Evaluation and Prediction for C-V2X Communication in Commercially-Deployed LTE and Mobile Edge Networks
Torres-Figueroa, Luis; Schepker, Henning F.; Jiru, Josef | Conference Paper |
| 2020 | Responsible Governance - ein Metamodell zur Gestaltung von Steuerungsmechanismen für die digitale Transformation von dezentralen öffentlichen Organisationen
Lefèvre, Gert; Martin, Philipp; Steffens, Petra; Wolf, Johannes | Conference Paper |
| 2020 | Sampling Based Methods for Uncertainty Quantification in Neural Networks
Felgentreff, Jens
: Ankerst, Donna (Aufgabensteller); Schwaiger, Adrian (Betreuer) | Bachelor Thesis |
| 2020 | System Health Indicators in Mixed Criticality E/E Systems in Automated Driving Context
Dollinger, Friederike; Asmus, Rinat; Dreiser, Marc | Conference Paper |
| 2020 | A Systematic Approach to Analyzing Perception Architectures in Autonomous Vehicles
Kurzidem, Iwo; Saad, Ahmad; Schleiß, Philipp | Conference Paper |
| 2020 | Systematische Analyse von Einflussfaktoren auf die Sensorik bei der Umfelderkennung zur Bestimmung kritischer Situationen
Kurzidem, Iwo; Schleiß, Philipp | Presentation |
| 2019 | 60 GHz networking: Mobility, beamforming, and frame level operation from theory to practice
Bielsa, G.; Loch, A.; Tejado, I.; Nitsche, T.; Widmer, J. | Journal Article |
| 2019 | Accurate QoS Prediction for CSMA/CA Systems with Uncorrelated Interference
Schepker, Henning F.; Saad, Ahmad | Conference Paper |
| 2019 | Anforderungen für die IT-/OT-Sicherheit bei Planung und Betrieb von Industrie 4.0 Anlagen
Gschwend, Tobias; Preisinger, Markus; Schelter, Christian; Haller, Gabriele; Trägler, Thomas; Rodler, Rainer | Study |
| 2019 | Bound-based power optimization for multi-hop heterogeneous wireless industrial networks under statistical delay constraints
Petreska, Neda; Al-Zubaidy, Hussein; Knorr, Rudi; Gross, James | Journal Article |
| 2019 | Collaborative and distributed QoS monitoring and prediction: A heterogeneous link layer concept towards always resilient V2X communication
Hincapie, Daniel; Saad, Ahmad; Jiru, Josef | Conference Paper |
| 2019 | Decentral Runtime Adaptation for Fault Tolerance in Distributed Industrial Systems
Pöcheim, Simon
: Steinhorst, Sebastian (Supervisor); Dreiser, Marc (Advisor); Weiß, Gereon (Co-Advisor) | Master Thesis |
| 2019 | Digitale Dörfer. Wie Digitale Ökosysteme strukturiert sind und was sie leisten
Trapp, Mario; Hess, Steffen | Book Article |
| 2019 | Die digitale Transformation im Kreis Bergstraße
Lefèvre, Gert; Wieland, Thomas; Steffens, Petra | Journal Article |
| 2019 | Evaluation Methodology for Cooperative ADAS Utilizing Simulation and Experiments
Bittl, Sebastian; Seydel, Dominique; Pfeiffer, Jakob; Jiru, Josef | Conference Paper |
| 2019 | Experimental Evaluation of Statistical Delay Bound for IEEE 802.15.4 TSCH Networks
Sunkum Rammurthy, Abhishek
: Petreska, Neda (Supervisor); Zoppi, Samuele (Supervisor) | Master Thesis |
| 2019 | Fraunhofer Institute for Cognitive Systems. Annual Report 2018/2019
: Hengl, Hans-Thomas (ed.); Wardenburg, Eva von (ed.) | Annual Report |
| 2019 | Fraunhofer Institute for Cognitive Systems. Safe Intelligence Magazine 2019/2020
: Hengl, Hans-Thomas (Ed.); Wardenburg, Eva von (Ed.) | Annual Report |
| 2019 | Fraunhofer-Institut für Kognitive Systeme. Jahresbericht 2018/2019
: Hengl, Hans-Thomas (Red.); Wardenburg, Eva von (Red.) | Annual Report |
| 2019 | Fraunhofer-Institut für Kognitive Systeme. Safe Intelligence Magazin 2019/2020
: Hengl, Hans-Thomas (Red.); Wardenburg, Eva von (Red.) | Annual Report |
| 2019 | Managing Uncertainty of AI-based Perception for Autonomous Systems
Henne, Maximilian; Schwaiger, Adrian; Weiß, Gereon | Conference Paper |
| 2019 | On Coexistence of Wireless Systems in Unlicensed Bands Using Cognitive Medium Access
Saad, Ahmad
: Knorr, Rudi (Erstgutachter); Hähner, Jörg (Zweitgutachter) | Dissertation |
| 2019 | The PLC as a Smart Service in Industry 4.0 Production Systems
Langmann, Reinhard; Stiller, Michael | Journal Article |
| 2019 | Reliability and intelligence in predictive / smart maintenance for mobile machines by using edge cloud, flexible distributed software architectures and reliable machine learning
Stiller, Michael | Presentation |
| 2019 | Ressourcenadaptives mobiles Assistenzsystem für komplexe Landmaschinen
Fröhlich, Georg; Stiller, Michael; Shekhada, Dhavalkumar; Morgade, Javier | Conference Paper |
| 2019 | Towards Dynamic Safety Management for Autonomous Systems
Trapp, Mario; Weiß, Gereon | Conference Paper |
| 2019 | Use of AI-based solutions in safety-critical applications
Seydel, Dominique | Presentation |
| 2019 | Use of AI-Based Solutions in Safety-Critical Applications
Seydel, Dominique | Presentation |
| 2019 | Warum Mobile Edge Computing am Feldrand? Eine Einführung in das Projekt INVIA
Stiller, Michael | Presentation |
| 2019 | Welche Faktoren bei Stellenangeboten beeinflussen die Entscheidung zur Bewerbung?
Wardenburg, Eva von
: Stockstrom, Christoph (Erstgutachter); Cascorbi, Annett (Zweitgutachter) | Master Thesis |
| 2019 | Weniger Bürokratielasten durch regelbasierte Software-Architektur
Steffens, Petra | Dissertation |
| 2019 | Whitespace Prediction Using Hidden Markov Model Based Maximum Likelihood Classification
Saad, Ahmad; Schepker, Henning F.; Staehle, Barbara; Knorr, Rudi | Conference Paper |