Integrated Design Process Support with VHDL-A. - Eric Sax; Yankin Tanurhan; Klaus D. Müller-Glaser (EUROSIM, 1995)

Knowledge sharing across organizational boundaries with application to distributed engineering processes. - Gerd Frick; Eric Sax; Klaus D. Müller-Glaser (IRMA Conference, 2000)

Design and Simulation of Heterogeneous Embedded Systems. - Klaus D. Müller-Glaser; Eric Sax; Wilhelm Stork; A. Wagner; J. Drescher; Markus Kühl (SBCCI, 2000)

Beitrag zur entwurfsbegleitenden Validierung und Verifikation elektronischer Mixed-Signal-Systeme - Eric Sax (2000)

Seamless Testing of Embedded Control Systems. - Eric Sax; J. Willibald; Klaus D. Müller-Glaser (LATW, 2002)

Multiparadigm modeling in embedded systems design. - Klaus D. Müller-Glaser; Gerd Frick; Eric Sax; Markus Kühl (IEEE Trans. Control. Syst. Technol., 2004)

Testing Automotive System Prototypes Far before Driving on the Proving Ground. - Eric Sax; Stefan Abendroth (IEEE International Workshop on Rapid System Prototyping, 2008)

Funktionaler Softwaretest für aktive Fahrerassistenzsysteme mittels parametrierter Szenario-Simulation. - Florian Schmidt 004; Eric Sax (GI Jahrestagung, 2009)

Testen von Elektronik in der Automobilindustrie - von der ausführbaren Spezifikation bis zum automatisierten Test im Fahrzeug. - Eric Sax (Software Engineering, 2009)

Model based scenario specification for development and test of automated driving functions. - Johannes Bach; Stefan Otten; Eric Sax (Intelligent Vehicles Symposium, 2016)

Cloud-based Design and Virtual Prototyping Environment for Embedded Systems. - Stephan Werner 002; Andreas Lauber; Martijn Koedam; Jürgen Becker 001; Eric Sax; Kees Goossens (Int. J. Online Eng., 2016)

Identifikation von Fahrszenarien während einer virtuellen Testfahrt. - Christian King; Johannes Bach; Stefan Otten; Eric Sax (GI-Jahrestagung, 2017)

Test scenario selection for system-level verification and validation of geolocation-dependent automotive control systems. - Johannes Bach; Jacob Langner; Stefan Otten; Eric Sax; Marc Holzäpfel (ICE/ITMC, 2017)

Automatic Defect Detection by One-Class Classification on Raw Vehicle Sensor Data. - Julia Hofmockel; Felix Richter 003; Eric Sax (ISMIS, 2017)

GPS-independent localization for off-road vehicles using ultra-wideband (UWB). - Hannes Stoll; Peter Zimmer; Frank Hartmann; Eric Sax (ITSC, 2017)

Testing Security of Embedded Software Through Virtual Processor Instrumentation. - Andreas Lauber; Eric Sax (REV, 2017)

Classification of Automotive Electric/Electronic Features and the Consequent Hierarchization of the Logical System Architecture - From Functional Chains to Functional Networks. - Johannes Bach; Stefan Otten; Eric Sax (SMARTGREENS/VEHITS (Selected Papers), 2017)

A Taxonomy and Systematic Approach for Automotive System Architectures - From Functional Chains to Functional Networks. - Johannes Bach; Stefan Otten; Eric Sax (VEHITS, 2017)

Digitalization in automotive and industrial systems. - Matthias Traub; Hans-Jörg Vögel; Eric Sax; Thilo Streichert; Jérôme Härri (DATE, 2018)

An Empirical Study on the Current and Future Challenges of Automotive Software Release and Configuration Management. - Houssem Guissouma; Heiko Klare; Eric Sax; Erik Burger (SEAA, 2018)

Viewpoint-Based Methodology for Adaption of Automotive E/E-Architectures. - Philipp Obergfell; Florian Oszwald; Matthias Traub; Eric Sax (ICSA Companion, 2018)

Virtual Test Method for Complex and Variant-Rich Automotive Systems. - Andreas Lauber; Houssem Guissouma; Eric Sax (ICVES, 2018)

Estimating the Uniqueness of Test Scenarios derived from Recorded Real-World-Driving-Data using Autoencoders. - Jacob Langner; Johannes Bach; Lennart Ries; Stefan Otten; Marc Holzäpfel; Eric Sax (Intelligent Vehicles Symposium, 2018)

Model-based validation and testing of industry 4.0 plants. - Thomas Glock; Björn Sillmann; Max Kobold; Sebatian Rebmann; Eric Sax (SysCon, 2018)

A multi-objective optimization approach for analysing and architecting system of systems. - Björn Sillmann; Thomas Glock; Raziyeh Ghassemi; Eric Sax (SysCon, 2018)

An Extended Hybrid Anomaly Detection System for Automotive Electronic Control Units Communicating via Ethernet - Efficient and Effective Analysis using a Specification- and Machine Learning-based Approach. - Daniel Grimm; Marc Weber; Eric Sax (VEHITS, 2018)

Isolation Forest for Anomaly Detection in Raw Vehicle Sensor Data. - Julia Hofmockel; Eric Sax (VEHITS, 2018)

Improving Range Prediction of Battery Electric Vehicles by Periodical Calculation of Driver Parameters based on Real Driving Data. - Kurt Kruppok; Tobias Walter; Reiner Kriesten; Eric Sax (VEHITS, 2018)

Integrating Static Code Analysis Toolchains. - Matthias Kern; Ferhat Erata; Markus Iser; Carsten Sinz; Frédéric Loiret; Stefan Otten; Eric Sax (COMPSAC (1), 2019)

Continuous Software Engineering of Innovative Automotive Functions: An Industrial Perspective. - Philipp Obergfell; Stefan Kugele; Christoph Segler; Alois C. Knoll; Eric Sax (ICSA Companion, 2019)

Evaluation of feature selection for anomaly detection in automotive E/E architectures. - Christoph Segler; Stefan Kugele; Philipp Obergfell; Mohd Hafeez Osman; Sina Shafaei; Eric Sax; Alois C. Knoll (ICSE (Companion Volume), 2019)

Automated Function Assessment in Driving Scenarios. - Christian King; Lennart Ries; Christopher Kober; Christoph Wohlfahrt; Eric Sax (ICST, 2019)

Using Machine Learning to Optimize Energy Consumption of HVAC Systems in Vehicles. - Martin Böhme; Andreas Lauber; Marco Stang; Luyi Pan; Eric Sax (IHIET, 2019)

An Evolutionary Approach to Hyper-Parameter Optimization of Neural Networks. - Marco Stang; Christopher Meier; Vinzenz Rau; Eric Sax (IHIET, 2019)

A cross-domain functional safety approach of System of Systems on example Valet Parking. - Thomas Glock; Carl Philipp Hohl; Stefan Otten; Pavel Nefedov; Eric Sax (ISSE, 2019)

Towards Design and Verification of Evolving Cyber Physical Systems Using Contract-Based Methodology. - Houssem Guissouma; Simon Leiner; Eric Sax (ISSE, 2019)

Model-based Variant Management in Automotive Systems Engineering. - Stefan Otten; Thomas Glock; Carl Philipp Hohl; Eric Sax (ISSE, 2019)

Trade-off analysis using synthetic training data for neural networks in the automotive development process. - Raphael Pfeffer; Kai Bredow; Eric Sax (ITSC, 2019)

A Driving Scenario Representation for Scalable Real-Data Analytics with Neural Networks. - Lennart Ries; Jacob Langner; Stefan Otten; Johannes Bach; Eric Sax (IV, 2019)

Integration of Attribute-based Access Control into Automotive Architectures. - Marcel Rumez; Alexander Duda; Patrick Gründer; Reiner Kriesten; Eric Sax (IV, 2019)

Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection. - Christoph Segler; Stefan Kugele; Philipp Obergfell; Mohd Hafeez Osman; Sina Shafaei; Eric Sax; Alois C. Knoll (IV, 2019)

Virtual Test Environment for Efficient Verification of Software Updates for Variant-Rich Automotive Systems. - Houssem Guissouma; Andreas Lauber; Amir Mkadem; Eric Sax (SysCon, 2019)

Model-Driven Design of Tools for Multi-Domain Systems with Loosely Coupled Metamodels. - Bo Liu 051; Victor Pazmino Betancourt; Thomas Glock; Matthias Kern; Eric Sax; Jürgen Becker 001 (SysCon, 2019)

Automated Driving - Challenges for the Automotive Industry in Product Development with Focus on Process Models and Organizational Structure. - Raphael Pfeffer; Gustav N. Basedow; Nina R. Thiesen; Markus Spadinger; Albert Albers; Eric Sax (SysCon, 2019)

Autonomous Driving of Commercial Vehicles within Cordoned Off Terminals. - Nathalie Brenner; Andreas Lauber; Carsten Eckert; Eric Sax (VEHITS, 2019)

Logical Scenario Derivation by Clustering Dynamic-Length-Segments Extracted from Real-World-Driving-Data. - Jacob Langner; Hannes Grolig; Stefan Otten; Marc Holzäpfel; Eric Sax (VEHITS, 2019)

Training and Validation Methodology for Range Estimation Algorithms. - Patrick Petersen; Adam Thor Thorgeirsson; Stefan Scheubner; Stefan Otten; Frank Gauterin; Eric Sax (VEHITS, 2019)

CAN Radar: Sensing Physical Devices in CAN Networks based on Time Domain Reflectometry. - Marcel Rumez; Jürgen Dürrwang; Tim Brecht; Timo Steinshorn; Peter Neugebauer; Reiner Kriesten; Eric Sax (VNC, 2019)

Anomaly Detection for Automotive Diagnostic Applications Based on N-Grams. - Marcel Rumez; Jinghua Lin; Thomas Fuchß; Reiner Kriesten; Eric Sax (COMPSAC, 2020)

A Proactive Context-Aware Recommender System for In-Vehicle Use. - Maria Guinea; Isabel Litton; Rigel Smiroldo; Irma Nitsche; Eric Sax (ICVISP, 2020)

Leveraging Regular Expressions for Flexible Scenario Detection in Recorded Driving Data. - Philip Elspas; Jacob Langner; Michael Aydinbas; Johannes Bach; Eric Sax (ISSE, 2020)

An Architecture-based Modeling Approach Using Data Flows for Zone Concepts in Industry 4.0. - Matthias Kern; Emre Taspolatoglu; Fabian Scheytt; Thomas Glock; Bo Liu 051; Victor Pazmino Betancourt; Jürgen Becker 001; Eric Sax (ISSE, 2020)

A Taxonomy and Survey on Validation Approaches for Automated Driving Systems. - Christian King; Lennart Ries; Jacob Langner; Eric Sax (ISSE, 2020)

Semantic Comparison of Driving Sequences by Adaptation of Word Embeddings. - Lennart Ries; Maximilian Stumpf; Johannes Bach; Eric Sax (ITSC, 2020)

Integration of ROS communication interfaces in a model-based tool for the description of AUTOSAR-compliant electrical/electronic architectures (E/E-A) in vehicle development. - Hannes Stoll; Eduard Koch; Eric Sax (ITSC, 2020)

TalkyCars: A Distributed Software Platform for Cooperative Perception. - Martin Böhme; Marco Stang; Ferdin Muetsch; Eric Sax (IV, 2020)

A Process Reference Model for the Virtual Application of Predictive Control Features. - Jacob Langner; Kai-Lukas Bauer; Marc Holzäpfel; Eric Sax (IV, 2020)

Evaluation of Deep Reinforcement Learning Algorithms for Autonomous Driving. - Marco Stang; Daniel Grimm; Moritz Gaiser; Eric Sax (IV, 2020)

Variability-Aware Process Extension for Updating Cyber Physical Systems Over the Air. - Houssem Guissouma; Carl Philipp Hohl; Hannes Stoll; Eric Sax (MECO, 2020)

Development Processes in Automotive Service-oriented Architectures. - Andreas Vetter; Philipp Obergfell; Houssem Guissouma; Daniel Grimm; Eric Sax; Marcel Rumez (MECO, 2020)

SceML: a graphical modeling framework for scenario-based testing of autonomous vehicles. - Barbara Schütt; Thilo Braun; Stefan Otten; Eric Sax (MoDELS, 2020)

Flow-based Aggregation of CAN Frames with Compressed Payload. - Daniel Grimm; Simon Leiner; Martin Sommer; Felix Pistorius; Eric Sax (SMARTCOMP, 2020)

Linking Intrusion Detection System Information and System Model to Redesign Security Architecture. - Victor Pazmino Betancourt; Thomas Glock; Aleksei Kharitonov; Matthias Kern; Bo Liu 051; Eric Sax; Jürgen Becker 001 (SysCon, 2020)

Evolutionary Algorithms to Generate Test Cases for Safety and IT-Security in Automotive Systems. - Andreas Lauber; Martin Sommer; Kevin Fuchs; Eric Sax (SysCon, 2020)

Map Attribute Validation using Historic Floating Car Data and Anomaly Detection Techniques. - Carl Esselborn; Leo Misera; Michael Eckert; Marc Holzäpfel; Eric Sax (VEHITS, 2020)

Qualitative Feature Assessment for Longitudinal and Lateral Control-features. - Jacob Langner; Christian Seiffer; Stefan Otten; Kai-Lukas Bauer; Marc Holzäpfel; Eric Sax (VEHITS, 2020)

Development and Implementation of a Concept for the Meta Description of Highway Driving Scenarios with Focus on Interactions of Road Users. - Raphael Pfeffer; Jingyu He; Eric Sax (VEHITS, 2020)

An Overview of Automotive Service-Oriented Architectures and Implications for Security Countermeasures. - Marcel Rumez; Daniel Grimm; Reiner Kriesten; Eric Sax (IEEE Access, 2020)

ICARUS - Incremental Design and Verification of Software Updates in Safety-Critical Product Lines. - Houssem Guissouma; Marc Schindewolf; Eric Sax (SEAA, 2021)

Acceptance of Smart Automated Comfort Functionalities in Vehicles. - Maria Guinea; Marco Stang; Irma Nitsche; Eric Sax (IHIET (Strasbourg), 2021)

Introduction of an Algorithm Based on Convolutional Neural Networks for an Automated Online Correction of Braided Cardiovascular Implants. - Benedikt Haas; Marco Stang; Valentin Khan-Blouki; Eric Sax (IHIET (Strasbourg), 2021)

Intelligent Control of HVAC Systems in Electric Buses. - Martin Sommer; Carolin Junk; Tobias Rösch; Eric Sax (IHIET (Strasbourg), 2021)

CAGEN - Context-Action Generation for Testing Self-learning Functions. - Marco Stang; Maria Guinea Marquez; Eric Sax (IHIET (Strasbourg), 2021)

Adaptive test case selection for DNN-based perception functions. - Johannes Bernhard; Thomas Schulik; Mark Schutera; Eric Sax (ISSE, 2021)

Extension of Contracts for Variability Modeling and Incremental Update Checks of Cyber Physical Systems. - Houssem Guissouma; Janis Kröger; Sebastian Vander Maelen; Eric Sax (ISSE, 2021)

Virtual Verification of E/E Architectures for Secure Automated Driving Functions. - Kevin Neubauer; Marcel Rumez; Huiying Tremmel; Augusto W. Hoppe; Reiner Kriesten; Philipp Nenninger; Eric Sax; Jürgen Becker 001 (ISSE, 2021)

Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems. - Johannes Bernhard; Mark Schutera; Eric Sax (ITSC, 2021)

Trajectory-Based Clustering of Real-World Urban Driving Sequences with Multiple Traffic Objects. - Lennart Ries; Philipp Rigoll; Thilo Braun; Thomas Schulik; Johannes Daube; Eric Sax (ITSC, 2021)

Dynamic Reconfiguration of Automotive Architectures Using a Novel Plug-and-Play Approach. - Hannes Stoll; Daniel Grimm; Marc Schindewolf; Michel Brodatzki; Eric Sax (IV Workshops, 2021)

Collection of Requirements and Model-based Approach for Scenario Description. - Thilo Braun; Lennart Ries; Franziska Körtke; Lara Ruth Turner; Stefan Otten; Eric Sax (VEHITS, 2021)

Time Series Segmentation for Driving Scenario Detection with Fully Convolutional Networks. - Philip Elspas; Yannick Klose; Simon T. Isele; Johannes Bach; Eric Sax (VEHITS, 2021)

Capturing the Variety of Urban Logical Scenarios from Bird-view Trajectories. - Christian King; Thilo Braun; Constantin Braess; Jacob Langner; Eric Sax (VEHITS, 2021)

Feature-based Analysis of the Energy Consumption of Battery Electric Vehicles. - Patrick Petersen; Aya Khdar; Eric Sax (VEHITS, 2021)

Automatic Generation of Critical Test Cases for the Development of Highly Automated Driving Functions. - Daniel Baumann; Raphael Pfeffer; Eric Sax (VTC Spring, 2021)

Context-Aware Security for Vehicles and Fleets: A Survey. - Daniel Grimm; Marco Stang; Eric Sax (IEEE Access, 2021)

Model-based resource analysis and synthesis of service-oriented automotive software architectures. - Stefan Kugele; Philipp Obergfell; Eric Sax (Softw. Syst. Model., 2021)

Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios. - Thilo Braun; Lennart Ries; Moritz Hesche; Stefan Otten; Eric Sax (DATA, 2022)

Adaptive application development and integration process for modern automotive software. - Tobias Rösch; Martin Sommer; Eric Sax (ICCTA, 2022)

Use of Deep Learning Methods for People Counting in Public Transport. - Daniel Baumann; Martin Sommer; Yannick Schrempp; Eric Sax (ICCVE, 2022)

Context-aware vehicle and fleet security combining a Knowledge Graph and an object-oriented model. - Daniel Grimm; Eric Sax (ICCVE, 2022)

A Comparison of Architecture Paradigms for Dynamic Reconfıgurable Automotive Networks. - Marc Schindewolf; Hannes Stoll; Houssem Guissouma; Andreas Puder; Eric Sax; Andreas Vetter; Marcel Rumez; Jacqueline Henle (ICCVE, 2022)

Development of a self-learning automotive comfort function: an adaptive gesture control with few-shot-learning. - Marco Stang; Simon Stock; Simon Müller; Eric Sax; Wilhelm Stork (ICCVE, 2022)

Architecture platforms for future vehicles: a comparison of ROS2 and Adaptive AUTOSAR. - Jacqueline Henle; Martin Stoffel; Marc Schindewolf; Ann-Therese Nägele; Eric Sax (ITSC, 2022)

Scalable Data Set Distillation for the Development of Automated Driving Functions. - Philipp Rigoll; Lennart Ries; Eric Sax (ITSC, 2022)

Security Assessment Prospects as Part of Vehicle Regulations. - Mona Gierl; Reiner Kriesten; Eric Sax (SAFECOMP Workshops, 2022)

Building a Test Bed for the Periodical Technical Inspection of Sensors Perceiving the Environment in Autonomous Vehicles. - Felix Müller; Philipp Nenninger; Eric Sax (SAFECOMP Workshops, 2022)

Towards an Ontology That Reconciles the Operational Design Domain, Scenario-based Testing, and Automated Vehicle Architectures. - Jannis Erz; Barbara Schütt; Thilo Braun; Houssem Guissouma; Eric Sax (SysCon, 2022)

Automation Potentials in Public Transport based on a Depot Model. - Nathalie Brenner; Nicole Rossel; Eric Sax (VEHITS, 2022)

Towards a Scenario Database from Recorded Driving Data with Regular Expressions for Scenario Detection. - Philip Elspas; Jonas Lindner; Mathis Brosowsky; Johannes Bach; Eric Sax (VEHITS, 2022)

A Data-driven Energy Estimation based on the Mixture of Experts Method for Battery Electric Vehicles. - Patrick Petersen; Thomas Rudolf; Eric Sax (VEHITS, 2022)

An Application of Scenario Exploration to Find New Scenarios for the Development and Testing of Automated Driving Systems in Urban Scenarios. - Barbara Schütt; Marc Heinrich; Sonja Marahrens; J. Marius Zöllner; Eric Sax (VEHITS, 2022)

An Efficient Strategy for Testing ADAS on HiL Test Systems with Parallel Condition-based Assessments. - Christian Steinhauser; Maciej Boncler; Jacob Langner; Steffen Strebel; Eric Sax (VEHITS, 2022)

Lifecycle Management of Automotive Safety-Critical Over the Air Updates: A Systems Approach. - Houssem Guissouma; Carl Philipp Hohl; Fabian Lesniak; Marc Schindewolf; Jürgen Becker 001; Eric Sax (IEEE Access, 2022)

A Taxonomy for Quality in Simulation-Based Development and Testing of Automated Driving Systems. - Barbara Schütt; Markus Steimle; Birte Kramer; Danny Behnecke; Eric Sax (IEEE Access, 2022)

Fingerprint of a Traffic Scene: an Approach for a Generic and Independent Scene Assessment. - Maximilian Zipfl; Barbara Schütt; J. Marius Zöllner; Eric Sax (CoRR, 2022)

A Fully Automated Methodology for the Selection and Extraction of Energy-Relevant Features for the Energy Consumption of Battery Electric Vehicles. - Patrick Petersen; Eric Sax (SN Comput. Sci., 2022)

Generic Patterns for Intrusion Detection Systems in Service-Oriented Automotive and Medical Architectures. - Andreas Puder; Marcel Rumez; Daniel Grimm; Eric Sax (J. Cybersecur. Priv., 2022)

A Mixed E/E-Architecture for Interconnected Operating Tables Inspired by the Automotive Industry. - Andreas Puder; Andreas Vetter; Marcel Rumez; Jacqueline Henle; Eric Sax (J. Medical Robotics Res., 2022)

Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations. - Marco Stang; Martin Sommer; David Kraus; Eric Sax (BDCAT, 2023)

Ontology-Based Service Composition for Interoperable and Modular Medical Devices. - Andreas Puder; Marc Schindewolf; Eric Sax (CBMS, 2023)

Automotive Software Partitioning: A Production-Centric Perspective. - Yi Zhai; Michael Hahn 002; Mario Caggiano; Eric Sax (ESSE, 2023)

Plug-and-Play Feature for Automotive Camera Sensors Using ReCoIN Model With Smart Configuration. - Goutham Bharadwaj Ramesh; Mohamad Chamas; Marc Schindewolf; David Kraus; Eric Sax (ICCAIS, 2023)

Continuous Safety Assessment of Updated Supervised Learning Models in Shadow Mode. - Houssem Guissouma; Moritz Zink; Eric Sax (ICSA-C, 2023)

Evolutionary Behavior Tree Generation for Dynamic Scenario Creation in Testing of Automated Driving Systems. - Barbara Schütt; Meng Zhang; Christian Steinhauser; Eric Sax (ICSRS, 2023)

Fleet in the Loop: An Open Source approach for design and test of resilient vehicle architectures. - Daniel Grimm; Marc Schindewolf; Eric Sax (ISADS, 2023)

A Review of Scenario Similarity Measures for Validation of Highly Automated Driving. - Thilo Braun; Julian Fuchs; Felix Reisgys; Lennart Ries; Johannes Plaum; Barbara Schütt; Eric Sax (ITSC, 2023)

Gap Analysis of ISO/SAE 21434 - Improving the Automotive Cybersecurity Engineering Life Cycle. - Daniel Grimm; Aljoscha Lautenbach; Magnus Almgren; Tomas Olovsson; Eric Sax (ITSC, 2023)

Enhancing CARLA Traffic Simulation with Pedestrian Animation for Testing Perception Functions in Automated Driving. - Lucas Fonseca Alexandre de Oliveira; Johannes Bernhard; Lars Schories; Martin Meywerk; Eric Sax (ITSC, 2023)

Generation of Adversarial Trajectories using Reinforcement Learning to Test Motion Planning Algorithms. - Joshua Ransiek; Barbara Schütt; Adrian Hof; Eric Sax (ITSC, 2023)

Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain. - Philipp Rigoll; Patrick Petersen; Hanno Stage; Lennart Ries; Eric Sax (ITSC, 2023)

Clustering-based Criticality Analysis for Testing of Automated Driving Systems. - Barbara Schütt; Stefan Otten; Eric Sax (ITSC, 2023)

Reducing Computer Vision Dataset Size via Selective Sampling. - Hanno Stage; Lukas Ewecker; Jacob Langner; Tin Stribor Sohn; Thomas Villmann; Eric Sax (ITSC, 2023)

1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey. - Barbara Schütt; Joshua Ransiek; Thilo Braun; Eric Sax (IV, 2023)

Inverse Universal Traffic Quality - a Criticality Metric for Crowded Urban Traffic Scenes. - Barbara Schütt; Maximilian Zipfl; J. Marius Zöllner; Eric Sax (IV, 2023)

Distributed Voters for Automotive Applications. - Martin Stoffel; Eric Sax (IV, 2023)

A Model-Based Approach to Automotive Feature Development for Updates and Upgrades. - Marc Schindewolf; Jan Willem Wittler; Thomas Kühn 001; Daniel Grimm; Eric Sax (SOSE, 2023)

Ontology for Vehicle Function Distribution. - Jan Ruhnau; Martin Sommer; Jacqueline Henle; Alexander Walz; Steffen Becker 001; Eric Sax (SysCon, 2023)

Deep Reinforcement Learning Based Energy Management Strategy in Fuel Cell Range Extender Buses. - Carolin Junk; David Kraus; Eric Sax (UEMCON, 2023)

Adaptive Cybersecurity Monitoring for Resilient Vehicular Architectures. - Daniel Grimm; Moritz Zink; Marc Schindewolf; Eric Sax (VNC, 2023)

Multi-layer Approach for Energy Consumption Optimization in Electric Buses. - Tobias Rösch; Sunilkumar Raghuraman; Martin Sommer; Carolin Junk; Daniel Baumann; Eric Sax (VTC2023-Spring, 2023)

Exploring the Range of Possible Outcomes by means of Logical Scenario Analysis and Reduction for Testing Automated Driving Systems. - Barbara Schütt; Stefan Otten; Eric Sax (CoRR, 2023)

Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. - Philipp Rigoll; Jacob Langner; Eric Sax (CoRR, 2023)

EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation. - Benjamin Alt; Minh Dang Nguyen; Andreas Hermann 001; Darko Katic; Rainer Jäkel; Rüdiger Dillmann; Eric Sax (CoRR, 2023)

Cyber Situational Awareness in Vehicle Security Operations: Holistic Monitoring and a Data Model. - Daniel Grimm; Moritz Zink; Marc Schindewolf; Eric Sax (CNSM, 2024)

Dynamic Behavior Prediction for In-Cabin Monitoring System Using Temporal Graph Neural Networks with Novel Edge-State Attribute. - Goutham Bharadwaj Ramesh; Mohamad Chamas; Hanxi Jiang; Eric Sax (CSAI, 2024)

Influential Factors on Drivetrain Consumption in Electric City Buses and Assessing the Optimization Potentials. - Sunilkumar Raghuraman; Daniel Baumann; Marc Schindewolf; Eric Sax (DATA, 2024)

UNCOVER: Data-Driven Design Support through Continuous Monitoring of Security Incidents. - Matthias Stammler; Julian Lorenz; Eric Sax; Jürgen Becker 001; Matthias Hamann; Patrick Bidinger; Andreas Dewald; Paraskevi Georgouti; Alexios Camarinopoulos; Günter Becker; Klaus Finsterbusch; Maximilian Kirschner; et al. (DATE, 2024)

Auto-Adaptive Diffusion Model-Based Uniformization of Automotive Camera Sensor Data. - Goutham Bharadwaj Ramesh; Mohamad Chamas; Aoli Wang; Eric Sax (ICAAI, 2024)

Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition. - Patrick Petersen; Hanno Stage; Philipp Reis; Jonas Rauch; Eric Sax (ICPRAM, 2024)

Contextualizing the Sim-to-Real Gap for Hardware-in-the-Loop Testing of Highly Automated Driving Functions. - Christian Steinhauser; Joshua Ransiek; Jacob Langner; Eric Sax (ICSRS, 2024)

Dual Image Cropping Algorithm for Enabling Redundant ASIL-D Safe Lane Detection. - Shubham Gupta; Martin Stoffel; Halimeh Agh; Stefan Wagner 001; Eric Sax (ITSC, 2024)

Approach to Assimilate External Weather Information to Onboard Vehicle Measurements to Account for Weather-Related Impact Factors. - Julian Knödler; Helen Lokowandt; Eric Sax (ITSC, 2024)

The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations. - Hubert Padusinski; Christian Steinhauser; Thilo Braun; Lennart Ries; Eric Sax (ITSC, 2024)

GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation. - Joshua Ransiek; Johannes Plaum; Jacob Langner; Eric Sax (ITSC, 2024)

Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection. - Philipp Reis; Philipp Rigoll; Eric Sax (ITSC, 2024)

CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing. - Philipp Rigoll; Laurenz Adolph; Lennart Ries; Eric Sax (ITSC, 2024)

Feature-Based Test Scenario Selection in Automated Driving: Insights from SHAP Values. - Tin Stribor Sohn; Nora Gorhan; Maximilian Dillitzer; Lukas Ewecker; Tim Brühl; Robin Schwager; Ann-Therese Nägele; Eric Sax (ITSC, 2024)

Co-simulate no more: The CARLA V2X Sensor. - Daniel Grimm; Marc Schindewolf; David Kraus; Eric Sax (IV, 2024)

Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. - Philipp Rigoll; Jacob Langner; Lennart Ries; Eric Sax (IV, 2024)

Process for the Identification of Vehicle Functions for Cloud Offloading. - Martin Sommer; Daniel Baumann; Tobias Rösch; Falk Dettinger; Eric Sax; Michael Weyrich (SAI (2), 2024)

An Orchestrator for the Dynamic Extension of Automotive E/E Architectures to the Cloud. - Martin Sommer; Houssem Guissouma; Marc Schindewolf; Eric Sax (SummerSOC, 2024)

Connected Vehicle: Ontology, Taxonomy and Use Cases. - Daniel Baumann; Martin Sommer; Falk Dettinger; Tobias Rösch; Michael Weyrich; Eric Sax (SysCon, 2024)

On-Demand Triple Modular Redundancy for Automotive Applications. - Martin Stoffel; Marc Schindewolf; Eric Sax (SysCon, 2024)

Towards Scenario Retrieval of Real Driving Data with Large Vision-Language Models. - Tin Stribor Sohn; Maximilian Dillitzer; Lukas Ewecker; Tim Brühl; Robin Schwager; Lena Dalke; Philip Elspas; Frank Oechsle; Eric Sax (VEHITS, 2024)

The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Circumstances. - Hubert Padusinski; Thilo Braun; Christian Steinhauser; Lennart Ries; Eric Sax (CoRR, 2024)

Adversarial and Reactive Traffic Agents for Realistic Driving Simulation. - Joshua Ransiek; Philipp Reis; Eric Sax (CoRR, 2024)

A numerical verification method for multi-class feed-forward neural networks. - Daniel Grimm; Dávid Tollner; David Kraus; Árpád Török; Eric Sax; Zsolt Szalay (Expert Syst. Appl., 2024)

Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models. - Andreas Puder; Moritz Zink; Luca Seidel; Eric Sax (Sensors, 2024)

Combining Cyber Security Intelligence to Refine Automotive Cyber Threats. - Florian Sommer; Mona Gierl; Reiner Kriesten; Frank Kargl; Eric Sax (ACM Trans. Priv. Secur., 2024)

Drive4C: A Closed-Loop Benchmark on What Foundation Models Really Need to Be Capable of for Language-Guided Autonomous Driving. - Tin Stribor Sohn; Maximilian Dillitzer; Johannes Bach; Jason J. Corso; Tim Brühl; Robin Schwager; Tim Dieter Eberhardt; Eric Sax (CVPR Workshops, 2025)

Vehicle Function Offloading: Finding the Optimal Cloud/Edge Application Model (OptiCAM). - Jan Ruhnau; Martin Sommer; Falk Dettinger; David Kraus; Steffen Becker 001; Eric Sax; Michael Weyrich (FICC (1), 2025)

Navigating Dimensionality Through State Machines in Automotive System Validation. - Laurenz Adolph; Barbara Schütt; David Kraus; Eric Sax (MODELSWARD, 2025)

AURORA Networks: Auto-associative Universal Real-Time Outlier Risk Assessment Networks. - Moritz Zink; Daniel Grimm; Eric Sax (SAFECOMP (Workshops), 2025)

Collaborative Continuous Testing of Automotive Services (CoCo Test). - Ann-Therese Tabea Nägele; Marc Schindewolf; Eric Sax (SysCon, 2025)

Large Language Model-Informed Geometric Trajectory Embedding for Driving Scenario Retrieval. - Tin Stribor Sohn; Maximilian Dillitzer; Tim Brühl; Robin Schwager; Tim Dieter Eberhardt; Michael Auerbach; Eric Sax (VEHITS, 2025)

A Framework for a Capability-driven Evaluation of Scenario Understanding for Multimodal Large Language Models in Autonomous Driving. - Tin Stribor Sohn; Philipp Reis; Maximilian Dillitzer; Johannes Bach; Jason J. Corso; Eric Sax (CoRR, 2025)

Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance. - Christian Steinhauser; Philipp Reis; Hubert Padusinski; Jacob Langner; Eric Sax (CoRR, 2025)

A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording. - Philipp Reis; Joshua Ransiek; David Petri; Jacob Langner; Eric Sax (CoRR, 2025)