Eric Sax - RankMe

197 papers A 5B 10C 43Journal 42Unranked 96

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anomaly Detection for Vehicle Diagnostics Based on OBD Snapshots With Cause Investigation. IEEE Access Veljko Vucinic, Luca Seidel, Nikola Lukezic, Frank Hantschel, Thomas Kotschenreuther, Dragan Aleksendric, Eric Sax
2026	J	`jnl`	From Big Data to Fast Data: Towards High-Quality Datasets for Machine Learning Applications from Closed-Loop Data Collection. CoRR Philipp Reis, Jacqueline Henle, Stefan Otten, Eric Sax
2026	J	`jnl`	Generative AI in Systems Engineering: A Framework for Risk Assessment of Large Language Models. CoRR Stefan Otten, Philipp Reis, Philipp Rigoll, Joshua Ransiek, Tobias Schürmann, Jacob Langner, Eric Sax
2025	J	`jnl`	A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording. CoRR Philipp Reis, Joshua Ransiek, David Petri, Jacob Langner, Eric Sax
2025	—	`conf`	A Data-Driven Novelty Score for Diverse in-Vehicle Data Recording. ITSC Philipp Reis, Joshua Ransiek, David Petri, Tobias Schürmann, Jacob Langner, Eric Sax
2025	J	`jnl`	A Feedback-Control Framework for Efficient Dataset Collection from In-Vehicle Data Streams. CoRR Philipp Reis, Philipp Rigoll, Christian Steinhauser, Jacob Langner, Eric Sax
2025	J	`jnl`	A Framework for a Capability-driven Evaluation of Scenario Understanding for Multimodal Large Language Models in Autonomous Driving. CoRR Tin Stribor Sohn, Philipp Reis, Maximilian Dillitzer, Johannes Bach, Jason J. Corso, Eric Sax
2025	—	`conf`	AURORA Networks: Auto-associative Universal Real-Time Outlier Risk Assessment Networks. SAFECOMP (Workshops) Moritz Zink, Daniel Grimm, Eric Sax
2025	B	`conf`	Adversarial and Reactive Traffic Entities for Behavior-Realistic Driving Simulation: A Review. SMC Joshua Ransiek, Philipp Reis, Tobias Schürmann, Eric Sax
2025	—	`conf`	Collaborative Continuous Testing of Automotive Services (CoCo Test). SysCon Ann-Therese Tabea Nägele, Marc Schindewolf, Eric Sax
2025	C	`conf`	Control-over-the-air (COTA) for automotive comfort functions. CoDIT Martin Sommer, Luca Seidel, Eric Sax
2025	J	`jnl`	Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance. CoRR Christian Steinhauser, Philipp Reis, Hubert Padusinski, Jacob Langner, Eric Sax
2025	—	`conf`	Drive4C: A Closed-Loop Benchmark on What Foundation Models Really Need to Be Capable of for Language-Guided Autonomous Driving. CVPR Workshops Tin Stribor Sohn, Maximilian Dillitzer, Johannes Bach, Jason J. Corso, Tim Brühl, Robin Schwager, Tim Dieter Eberhardt, Eric Sax
2025	J	`jnl`	Embodied4C: Measuring What Matters for Embodied Vision-Language Navigation. CoRR Tin Stribor Sohn, Maximilian Dillitzer, Jason J. Corso, Eric Sax
2025	—	`conf`	Energy Management for Fuel-Cell-Range-Extender Buses Based on Dynamic Programming and Neural Network. ICVES Carolin Schiefer, Maren Frederike Stumpf, Eric Sax
2025	B	`conf`	Formal Safety and Robustness Verification of Nonlinear Vehicle Systems Under Uncertainty Using Sum-of-Squares Optimization. SMC Jannis Erz, Simon Burton, Eric Sax
2025	C	`conf`	Large Language Model-Informed Geometric Trajectory Embedding for Driving Scenario Retrieval. VEHITS Tin Stribor Sohn, Maximilian Dillitzer, Tim Brühl, Robin Schwager, Tim Dieter Eberhardt, Michael Auerbach, Eric Sax
2025	C	`conf`	Navigating Dimensionality Through State Machines in Automotive System Validation. MODELSWARD Laurenz Adolph, Barbara Schütt, David Kraus, Eric Sax
2025	—	`conf`	Paving the Road for Automated Buses in Public Transit: Technologies and Challenges. MT-ITS Yuna Haas, Daniel Baumann, Nikola Lukezic, Daniel Grimm, Luca Seidel, Vitus Lüntzel, David Kraus, Eric Sax
2025	J	`jnl`	R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space. CoRR Tin Stribor Sohn, Maximilian Dillitzer, Jason J. Corso, Eric Sax
2025	J	`jnl`	SNOW: Spatio-Temporal Scene Understanding with World Knowledge for Open-World Embodied Reasoning. CoRR Tin Stribor Sohn, Maximilian Dillitzer, Jason J. Corso, Eric Sax
2025	J	`jnl`	Structuring Automotive Data for Systems Engineering: A Taxonomy-Based Approach. CoRR Carl Philipp Hohl, Philipp Reis, Tobias Schürmann, Stefan Otten, Eric Sax
2025	—	`conf`	Vehicle Function Offloading: Finding the Optimal Cloud/Edge Application Model (OptiCAM). FICC (1) Jan Ruhnau, Martin Sommer, Falk Dettinger, David Kraus, Steffen Becker, Eric Sax, Michael Weyrich
2024	J	`jnl`	A numerical verification method for multi-class feed-forward neural networks. Expert Syst. Appl. Daniel Grimm, Dávid Tollner, David Kraus, Árpád Török, Eric Sax, Zsolt Szalay
2024	J	`jnl`	Adversarial and Reactive Traffic Agents for Realistic Driving Simulation. CoRR Joshua Ransiek, Philipp Reis, Eric Sax
2024	—	`conf`	An Orchestrator for the Dynamic Extension of Automotive E/E Architectures to the Cloud. SummerSOC Martin Sommer, Houssem Guissouma, Marc Schindewolf, Eric Sax
2024	—	`conf`	Approach to Assimilate External Weather Information to Onboard Vehicle Measurements to Account for Weather-Related Impact Factors. ITSC Julian Knödler, Helen Lokowandt, Eric Sax
2024	—	`conf`	Auto-Adaptive Diffusion Model-Based Uniformization of Automotive Camera Sensor Data. ICAAI Goutham Bharadwaj Ramesh, Mohamad Chamas, Aoli Wang, Eric Sax
2024	—	`conf`	Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection. ITSC Philipp Reis, Philipp Rigoll, Eric Sax
2024	J	`jnl`	Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection. CoRR Philipp Reis, Philipp Rigoll, Eric Sax
2024	—	`conf`	CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing. ITSC Philipp Rigoll, Laurenz Adolph, Lennart Ries, Eric Sax
2024	J	`jnl`	CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing. CoRR Philipp Rigoll, Laurenz Adolph, Lennart Ries, Eric Sax
2024	C	`conf`	Co-simulate no more: The CARLA V2X Sensor. IV Daniel Grimm, Marc Schindewolf, David Kraus, Eric Sax
2024	J	`jnl`	Combining Cyber Security Intelligence to Refine Automotive Cyber Threats. ACM Trans. Priv. Secur. Florian Sommer, Mona Gierl, Reiner Kriesten, Frank Kargl, Eric Sax
2024	C	`conf`	Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition. ICPRAM Patrick Petersen, Hanno Stage, Philipp Reis, Jonas Rauch, Eric Sax
2024	—	`conf`	Connected Vehicle: Ontology, Taxonomy and Use Cases. SysCon Daniel Baumann, Martin Sommer, Falk Dettinger, Tobias Rösch, Michael Weyrich, Eric Sax
2024	—	`conf`	Contextualizing the Sim-to-Real Gap for Hardware-in-the-Loop Testing of Highly Automated Driving Functions. ICSRS Christian Steinhauser, Joshua Ransiek, Jacob Langner, Eric Sax
2024	B	`conf`	Cyber Situational Awareness in Vehicle Security Operations: Holistic Monitoring and a Data Model. CNSM Daniel Grimm, Moritz Zink, Marc Schindewolf, Eric Sax
2024	—	`conf`	Dual Image Cropping Algorithm for Enabling Redundant ASIL-D Safe Lane Detection. ITSC Shubham Gupta, Martin Stoffel, Halimeh Agh, Stefan Wagner, Eric Sax
2024	—	`conf`	Dynamic Behavior Prediction for In-Cabin Monitoring System Using Temporal Graph Neural Networks with Novel Edge-State Attribute. CSAI Goutham Bharadwaj Ramesh, Mohamad Chamas, Hanxi Jiang, Eric Sax
2024	—	`conf`	Feature-Based Test Scenario Selection in Automated Driving: Insights from SHAP Values. ITSC Tin Stribor Sohn, Nora Gorhan, Maximilian Dillitzer, Lukas Ewecker, Tim Brühl, Robin Schwager, Ann-Therese Nägele, Eric Sax
2024	—	`conf`	GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation. ITSC Joshua Ransiek, Johannes Plaum, Jacob Langner, Eric Sax
2024	J	`jnl`	GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation. CoRR Joshua Ransiek, Johannes Plaum, Jacob Langner, Eric Sax
2024	J	`jnl`	Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models. Sensors Andreas Puder, Moritz Zink, Luca Seidel, Eric Sax
2024	C	`conf`	Influential Factors on Drivetrain Consumption in Electric City Buses and Assessing the Optimization Potentials. DATA Sunilkumar Raghuraman, Daniel Baumann, Marc Schindewolf, Eric Sax
2024	J	`jnl`	Integrating Static Code Analysis Toolchains. CoRR Matthias Kern, Ferhat Erata, Ashlin Iser, Carsten Sinz, Frédéric Loiret, Stefan Otten, Eric Sax
2024	J	`jnl`	Navigating Dimensionality through State Machines in Automotive System Validation. CoRR Laurenz Adolph, Barbara Schütt, David Kraus, Eric Sax
2024	—	`conf`	On-Demand Triple Modular Redundancy for Automotive Applications. SysCon Martin Stoffel, Marc Schindewolf, Eric Sax
2024	—	`conf`	Process for the Identification of Vehicle Functions for Cloud Offloading. SAI (2) Martin Sommer, Daniel Baumann, Tobias Rösch, Falk Dettinger, Eric Sax, Michael Weyrich
2024	J	`jnl`	The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Circumstances. CoRR Hubert Padusinski, Thilo Braun, Christian Steinhauser, Lennart Ries, Eric Sax
2024	—	`conf`	The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations. ITSC Hubert Padusinski, Christian Steinhauser, Thilo Braun, Lennart Ries, Eric Sax
2024	C	`conf`	Towards Scenario Retrieval of Real Driving Data with Large Vision-Language Models. VEHITS Tin Stribor Sohn, Maximilian Dillitzer, Lukas Ewecker, Tim Brühl, Robin Schwager, Lena Dalke, Philip Elspas, Frank Oechsle, Eric Sax
2024	A	`conf`	UNCOVER: Data-Driven Design Support through Continuous Monitoring of Security Incidents. DATE Matthias Stammler, Julian Lorenz, Eric Sax, Jürgen Becker, Matthias Hamann, Patrick Bidinger, Andreas Dewald, Paraskevi Georgouti, Alexios Camarinopoulos, Günter Becker, Klaus Finsterbusch, Maximilian Kirschner, Laurenz Adolph, Carl Philipp Hohl, Maria Rill, Daniel Vonderau, Victor Pazmino Betancourt
2024	C	`conf`	Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. IV Philipp Rigoll, Jacob Langner, Lennart Ries, Eric Sax
2023	C	`conf`	1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey. IV Barbara Schütt, Joshua Ransiek, Thilo Braun, Eric Sax
2023	J	`jnl`	1001 Ways of Scenario Generation for Testing of Self-driving Cars: A Survey. CoRR Barbara Schütt, Joshua Ransiek, Thilo Braun, Eric Sax
2023	—	`conf`	A Model-Based Approach to Automotive Feature Development for Updates and Upgrades. SOSE Marc Schindewolf, Jan Willem Wittler, Thomas Kühn, Daniel Grimm, Eric Sax
2023	—	`conf`	A Review of Scenario Similarity Measures for Validation of Highly Automated Driving. ITSC Thilo Braun, Julian Fuchs, Felix Reisgys, Lennart Ries, Johannes Plaum, Barbara Schütt, Eric Sax
2023	—	`conf`	Adaptive Cybersecurity Monitoring for Resilient Vehicular Architectures. VNC Daniel Grimm, Moritz Zink, Marc Schindewolf, Eric Sax
2023	—	`conf`	Automotive Software Partitioning: A Production-Centric Perspective. ESSE Yi Zhai, Michael Hahn, Mario Caggiano, Eric Sax
2023	—	`conf`	Clustering-based Criticality Analysis for Testing of Automated Driving Systems. ITSC Barbara Schütt, Stefan Otten, Eric Sax
2023	—	`conf`	Continuous Safety Assessment of Updated Supervised Learning Models in Shadow Mode. ICSA-C Houssem Guissouma, Moritz Zink, Eric Sax
2023	—	`conf`	Deep Reinforcement Learning Based Energy Management Strategy in Fuel Cell Range Extender Buses. UEMCON Carolin Junk, David Kraus, Eric Sax
2023	C	`conf`	Distributed Voters for Automotive Applications. IV Martin Stoffel, Eric Sax
2023	J	`jnl`	EfficientPPS: Part-aware Panoptic Segmentation of Transparent Objects for Robotic Manipulation. CoRR Benjamin Alt, Minh Dang Nguyen, Andreas Hermann, Darko Katic, Rainer Jäkel, Rüdiger Dillmann, Eric Sax
2023	—	`conf`	Enhancing CARLA Traffic Simulation with Pedestrian Animation for Testing Perception Functions in Automated Driving. ITSC Lucas Fonseca Alexandre de Oliveira, Johannes Bernhard, Lars Schories, Martin Meywerk, Eric Sax
2023	—	`conf`	Evolutionary Behavior Tree Generation for Dynamic Scenario Creation in Testing of Automated Driving Systems. ICSRS Barbara Schütt, Meng Zhang, Christian Steinhauser, Eric Sax
2023	J	`jnl`	Exploring the Range of Possible Outcomes by means of Logical Scenario Analysis and Reduction for Testing Automated Driving Systems. CoRR Barbara Schütt, Stefan Otten, Eric Sax
2023	C	`conf`	Fleet in the Loop: An Open Source approach for design and test of resilient vehicle architectures. ISADS Daniel Grimm, Marc Schindewolf, Eric Sax
2023	—	`conf`	Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain. ITSC Philipp Rigoll, Patrick Petersen, Hanno Stage, Lennart Ries, Eric Sax
2023	J	`jnl`	Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain. CoRR Philipp Rigoll, Patrick Petersen, Hanno Stage, Lennart Ries, Eric Sax
2023	—	`conf`	Gap Analysis of ISO/SAE 21434 - Improving the Automotive Cybersecurity Engineering Life Cycle. ITSC Daniel Grimm, Aljoscha Lautenbach, Magnus Almgren, Tomas Olovsson, Eric Sax
2023	—	`conf`	Generation of Adversarial Trajectories using Reinforcement Learning to Test Motion Planning Algorithms. ITSC Joshua Ransiek, Barbara Schütt, Adrian Hof, Eric Sax
2023	C	`conf`	Improving the Validation of Automotive Self-Learning Systems through the Synergy of Scenario-Based Testing and Metamorphic Relations. BDCAT Marco Stang, Martin Sommer, David Kraus, Eric Sax
2023	C	`conf`	Inverse Universal Traffic Quality - a Criticality Metric for Crowded Urban Traffic Scenes. IV Barbara Schütt, Maximilian Zipfl, J. Marius Zöllner, Eric Sax
2023	J	`jnl`	Inverse Universal Traffic Quality - a Criticality Metric for Crowded Urban Traffic Scenes. CoRR Barbara Schütt, Maximilian Zipfl, J. Marius Zöllner, Eric Sax
2023	—	`conf`	Multi-layer Approach for Energy Consumption Optimization in Electric Buses. VTC2023-Spring Tobias Rösch, Sunilkumar Raghuraman, Martin Sommer, Carolin Junk, Daniel Baumann, Eric Sax
2023	—	`conf`	Ontology for Vehicle Function Distribution. SysCon Jan Ruhnau, Martin Sommer, Jacqueline Henle, Alexander Walz, Steffen Becker, Eric Sax
2023	B	`conf`	Ontology-Based Service Composition for Interoperable and Modular Medical Devices. CBMS Andreas Puder, Marc Schindewolf, Eric Sax
2023	—	`conf`	Plug-and-Play Feature for Automotive Camera Sensors Using ReCoIN Model With Smart Configuration. ICCAIS Goutham Bharadwaj Ramesh, Mohamad Chamas, Marc Schindewolf, David Kraus, Eric Sax
2023	—	`conf`	Reducing Computer Vision Dataset Size via Selective Sampling. ITSC Hanno Stage, Lukas Ewecker, Jacob Langner, Tin Stribor Sohn, Thomas Villmann, Eric Sax
2023	J	`jnl`	Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. CoRR Philipp Rigoll, Jacob Langner, Eric Sax
2022	—	`conf`	A Comparison of Architecture Paradigms for Dynamic Reconfıgurable Automotive Networks. ICCVE Marc Schindewolf, Hannes Stoll, Houssem Guissouma, Andreas Puder, Eric Sax, Andreas Vetter, Marcel Rumez, Jacqueline Henle
2022	C	`conf`	A Data-driven Energy Estimation based on the Mixture of Experts Method for Battery Electric Vehicles. VEHITS Patrick Petersen, Thomas Rudolf, Eric Sax
2022	J	`jnl`	A Fully Automated Methodology for the Selection and Extraction of Energy-Relevant Features for the Energy Consumption of Battery Electric Vehicles. SN Comput. Sci. Patrick Petersen, Eric Sax
2022	—	`conf`	A Mixed E/E-Architecture for Interconnected Operating Tables Inspired by the Automotive Industry. ISMR Andreas Puder, Andreas Vetter, Marcel Rumez, Jacqueline Henle, Eric Sax
2022	J	`jnl`	A Mixed E/E-Architecture for Interconnected Operating Tables Inspired by the Automotive Industry. J. Medical Robotics Res. Andreas Puder, Andreas Vetter, Marcel Rumez, Jacqueline Henle, Eric Sax
2022	J	`jnl`	A Taxonomy for Quality in Simulation-Based Development and Testing of Automated Driving Systems. IEEE Access Barbara Schütt, Markus Steimle, Birte Kramer, Danny Behnecke, Eric Sax
2022	—	`conf`	Adaptive application development and integration process for modern automotive software. ICCTA Tobias Rösch, Martin Sommer, Eric Sax
2022	C	`conf`	An Application of Scenario Exploration to Find New Scenarios for the Development and Testing of Automated Driving Systems in Urban Scenarios. VEHITS Barbara Schütt, Marc Heinrich, Sonja Marahrens, J. Marius Zöllner, Eric Sax
2022	J	`jnl`	An Application of Scenario Exploration to Find New Scenarios for the Development and Testing of Automated Driving Systems in Urban Scenarios. CoRR Barbara Schütt, Marc Heinrich, Sonja Marahrens, J. Marius Zöllner, Eric Sax
2022	C	`conf`	An Efficient Strategy for Testing ADAS on HiL Test Systems with Parallel Condition-based Assessments. VEHITS Christian Steinhauser, Maciej Boncler, Jacob Langner, Steffen Strebel, Eric Sax
2022	—	`conf`	Architecture platforms for future vehicles: a comparison of ROS2 and Adaptive AUTOSAR. ITSC Jacqueline Henle, Martin Stoffel, Marc Schindewolf, Ann-Therese Nägele, Eric Sax
2022	C	`conf`	Automation Potentials in Public Transport based on a Depot Model. VEHITS Nathalie Brenner, Nicole Rossel, Eric Sax
2022	—	`conf`	Building a Test Bed for the Periodical Technical Inspection of Sensors Perceiving the Environment in Autonomous Vehicles. SAFECOMP Workshops Felix Müller, Philipp Nenninger, Eric Sax
2022	—	`conf`	Context-aware vehicle and fleet security combining a Knowledge Graph and an object-oriented model. ICCVE Daniel Grimm, Eric Sax
2022	—	`conf`	Development of a self-learning automotive comfort function: an adaptive gesture control with few-shot-learning. ICCVE Marco Stang, Simon Stock, Simon Müller, Eric Sax, Wilhelm Stork
2022	J	`jnl`	Fingerprint of a Traffic Scene: an Approach for a Generic and Independent Scene Assessment. CoRR Maximilian Zipfl, Barbara Schütt, J. Marius Zöllner, Eric Sax
2022	J	`jnl`	Generic Patterns for Intrusion Detection Systems in Service-Oriented Automotive and Medical Architectures. J. Cybersecur. Priv. Andreas Puder, Marcel Rumez, Daniel Grimm, Eric Sax
2022	J	`jnl`	Lifecycle Management of Automotive Safety-Critical Over the Air Updates: A Systems Approach. IEEE Access Houssem Guissouma, Carl Philipp Hohl, Fabian Lesniak, Marc Schindewolf, Jürgen Becker, Eric Sax
2022	C	`conf`	Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios. DATA Thilo Braun, Lennart Ries, Moritz Hesche, Stefan Otten, Eric Sax
2022	C	`conf`	Model-based resource analysis and synthesis of service-oriented automotive software architectures. Software Engineering Stefan Kugele, Philipp Obergfell, Eric Sax
2022	—	`conf`	Scalable Data Set Distillation for the Development of Automated Driving Functions. ITSC Philipp Rigoll, Lennart Ries, Eric Sax
2022	—	`conf`	Security Assessment Prospects as Part of Vehicle Regulations. SAFECOMP Workshops Mona Gierl, Reiner Kriesten, Eric Sax
2022	C	`conf`	Towards a Scenario Database from Recorded Driving Data with Regular Expressions for Scenario Detection. VEHITS Philip Elspas, Jonas Lindner, Mathis Brosowsky, Johannes Bach, Eric Sax
2022	—	`conf`	Towards an Ontology That Reconciles the Operational Design Domain, Scenario-based Testing, and Automated Vehicle Architectures. SysCon Jannis Erz, Barbara Schütt, Thilo Braun, Houssem Guissouma, Eric Sax
2022	—	`conf`	Use of Deep Learning Methods for People Counting in Public Transport. ICCVE Daniel Baumann, Martin Sommer, Yannick Schrempp, Eric Sax
2021	J	`jnl`	A taxonomy for quality in simulation-based development and testing of automated driving systems. CoRR Barbara Schütt, Danny Behnecke, Birte Kramer, Markus Steimle, Eric Sax
2021	—	`conf`	Acceptance of Smart Automated Comfort Functionalities in Vehicles. IHIET (Strasbourg) Maria Guinea, Marco Stang, Irma Nitsche, Eric Sax
2021	—	`conf`	Adaptive test case selection for DNN-based perception functions. ISSE Johannes Bernhard, Thomas Schulik, Mark Schutera, Eric Sax
2021	—	`conf`	Automatic Generation of Critical Test Cases for the Development of Highly Automated Driving Functions. VTC Spring Daniel Baumann, Raphael Pfeffer, Eric Sax
2021	—	`conf`	CAGEN - Context-Action Generation for Testing Self-learning Functions. IHIET (Strasbourg) Marco Stang, Maria Guinea Marquez, Eric Sax
2021	C	`conf`	Capturing the Variety of Urban Logical Scenarios from Bird-view Trajectories. VEHITS Christian King, Thilo Braun, Constantin Braess, Jacob Langner, Eric Sax
2021	C	`conf`	Collection of Requirements and Model-based Approach for Scenario Description. VEHITS Thilo Braun, Lennart Ries, Franziska Körtke, Lara Ruth Turner, Stefan Otten, Eric Sax
2021	J	`jnl`	Context-Aware Security for Vehicles and Fleets: A Survey. IEEE Access Daniel Grimm, Marco Stang, Eric Sax
2021	—	`conf`	Dynamic Reconfiguration of Automotive Architectures Using a Novel Plug-and-Play Approach. IV Workshops Hannes Stoll, Daniel Grimm, Marc Schindewolf, Michel Brodatzki, Eric Sax
2021	—	`conf`	Extension of Contracts for Variability Modeling and Incremental Update Checks of Cyber Physical Systems. ISSE Houssem Guissouma, Janis Kröger, Sebastian Vander Maelen, Eric Sax
2021	C	`conf`	Feature-based Analysis of the Energy Consumption of Battery Electric Vehicles. VEHITS Patrick Petersen, Aya Khdar, Eric Sax
2021	B	`conf`	ICARUS - Incremental Design and Verification of Software Updates in Safety-Critical Product Lines. SEAA Houssem Guissouma, Marc Schindewolf, Eric Sax
2021	—	`conf`	Intelligent Control of HVAC Systems in Electric Buses. IHIET (Strasbourg) Martin Sommer, Carolin Junk, Tobias Rösch, Eric Sax
2021	—	`conf`	Introduction of an Algorithm Based on Convolutional Neural Networks for an Automated Online Correction of Braided Cardiovascular Implants. IHIET (Strasbourg) Benedikt Haas, Marco Stang, Valentin Khan-Blouki, Eric Sax
2021	J	`jnl`	Model-based resource analysis and synthesis of service-oriented automotive software architectures. Softw. Syst. Model. Stefan Kugele, Philipp Obergfell, Eric Sax
2021	—	`conf`	Optimizing test-set diversity: Trajectory clustering for scenario-based testing of automated driving systems. ITSC Johannes Bernhard, Mark Schutera, Eric Sax
2021	J	`jnl`	SceML - A Graphical Modeling Framework for Scenario-based Testing of Autonomous Vehicles. CoRR Barbara Schütt, Thilo Braun, Stefan Otten, Eric Sax
2021	C	`conf`	Time Series Segmentation for Driving Scenario Detection with Fully Convolutional Networks. VEHITS Philip Elspas, Yannick Klose, Simon T. Isele, Johannes Bach, Eric Sax
2021	—	`conf`	Trajectory-Based Clustering of Real-World Urban Driving Sequences with Multiple Traffic Objects. ITSC Lennart Ries, Philipp Rigoll, Thilo Braun, Thomas Schulik, Johannes Daube, Eric Sax
2021	—	`conf`	Virtual Verification of E/E Architectures for Secure Automated Driving Functions. ISSE Kevin Neubauer, Marcel Rumez, Huiying Tremmel, Augusto W. Hoppe, Reiner Kriesten, Philipp Nenninger, Eric Sax, Jürgen Becker
2020	—	`conf`	A Proactive Context-Aware Recommender System for In-Vehicle Use. ICVISP Maria Guinea, Isabel Litton, Rigel Smiroldo, Irma Nitsche, Eric Sax
2020	C	`conf`	A Process Reference Model for the Virtual Application of Predictive Control Features. IV Jacob Langner, Kai-Lukas Bauer, Marc Holzäpfel, Eric Sax
2020	—	`conf`	A Taxonomy and Survey on Validation Approaches for Automated Driving Systems. ISSE Christian King, Lennart Ries, Jacob Langner, Eric Sax
2020	—	`conf`	An Architecture-based Modeling Approach Using Data Flows for Zone Concepts in Industry 4.0. ISSE Matthias Kern, Emre Taspolatoglu, Fabian Scheytt, Thomas Glock, Bo Liu, Victor Pazmino Betancourt, Jürgen Becker, Eric Sax
2020	J	`jnl`	An Overview of Automotive Service-Oriented Architectures and Implications for Security Countermeasures. IEEE Access Marcel Rumez, Daniel Grimm, Reiner Kriesten, Eric Sax
2020	B	`conf`	Anomaly Detection for Automotive Diagnostic Applications Based on N-Grams. COMPSAC Marcel Rumez, Jinghua Lin, Thomas Fuchß, Reiner Kriesten, Eric Sax
2020	—	`conf`	Development Processes in Automotive Service-oriented Architectures. MECO Andreas Vetter, Philipp Obergfell, Houssem Guissouma, Daniel Grimm, Eric Sax, Marcel Rumez
2020	C	`conf`	Development and Implementation of a Concept for the Meta Description of Highway Driving Scenarios with Focus on Interactions of Road Users. VEHITS Raphael Pfeffer, Jingyu He, Eric Sax
2020	C	`conf`	Evaluation of Deep Reinforcement Learning Algorithms for Autonomous Driving. IV Marco Stang, Daniel Grimm, Moritz Gaiser, Eric Sax
2020	—	`conf`	Evolutionary Algorithms to Generate Test Cases for Safety and IT-Security in Automotive Systems. SysCon Andreas Lauber, Martin Sommer, Kevin Fuchs, Eric Sax
2020	B	`conf`	Flow-based Aggregation of CAN Frames with Compressed Payload. SMARTCOMP Daniel Grimm, Simon Leiner, Martin Sommer, Felix Pistorius, Eric Sax
2020	—	`conf`	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. ITSC Hannes Stoll, Eduard Koch, Eric Sax
2020	—	`conf`	Leveraging Regular Expressions for Flexible Scenario Detection in Recorded Driving Data. ISSE Philip Elspas, Jacob Langner, Michael Aydinbas, Johannes Bach, Eric Sax
2020	—	`conf`	Linking Intrusion Detection System Information and System Model to Redesign Security Architecture. SysCon Victor Pazmino Betancourt, Thomas Glock, Aleksei Kharitonov, Matthias Kern, Bo Liu, Eric Sax, Jürgen Becker
2020	C	`conf`	Map Attribute Validation using Historic Floating Car Data and Anomaly Detection Techniques. VEHITS Carl Esselborn, Leo Misera, Michael Eckert, Marc Holzäpfel, Eric Sax
2020	C	`conf`	Qualitative Feature Assessment for Longitudinal and Lateral Control-features. VEHITS Jacob Langner, Christian Seiffer, Stefan Otten, Kai-Lukas Bauer, Marc Holzäpfel, Eric Sax
2020	A	`conf`	SceML: a graphical modeling framework for scenario-based testing of autonomous vehicles. MoDELS Barbara Schütt, Thilo Braun, Stefan Otten, Eric Sax
2020	—	`conf`	Semantic Comparison of Driving Sequences by Adaptation of Word Embeddings. ITSC Lennart Ries, Maximilian Stumpf, Johannes Bach, Eric Sax
2020	C	`conf`	TalkyCars: A Distributed Software Platform for Cooperative Perception. IV Martin Böhme, Marco Stang, Ferdin Muetsch, Eric Sax
2020	—	`conf`	Variability-Aware Process Extension for Updating Cyber Physical Systems Over the Air. MECO Houssem Guissouma, Carl Philipp Hohl, Hannes Stoll, Eric Sax
2019	C	`conf`	A Driving Scenario Representation for Scalable Real-Data Analytics with Neural Networks. IV Lennart Ries, Jacob Langner, Stefan Otten, Johannes Bach, Eric Sax
2019	—	`conf`	A cross-domain functional safety approach of System of Systems on example Valet Parking. ISSE Thomas Glock, Carl Philipp Hohl, Stefan Otten, Pavel Nefedov, Eric Sax
2019	—	`conf`	An Evolutionary Approach to Hyper-Parameter Optimization of Neural Networks. IHIET Marco Stang, Christopher Meier, Vinzenz Rau, Eric Sax
2019	C	`conf`	Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection. IV Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois C. Knoll
2019	—	`conf`	Automated Driving - Challenges for the Automotive Industry in Product Development with Focus on Process Models and Organizational Structure. SysCon Raphael Pfeffer, Gustav N. Basedow, Nina R. Thiesen, Markus Spadinger, Albert Albers, Eric Sax
2019	A	`conf`	Automated Function Assessment in Driving Scenarios. ICST Christian King, Lennart Ries, Christopher Kober, Christoph Wohlfahrt, Eric Sax
2019	C	`conf`	Autonomous Driving of Commercial Vehicles within Cordoned Off Terminals. VEHITS Nathalie Brenner, Andreas Lauber, Carsten Eckert, Eric Sax
2019	—	`conf`	CAN Radar: Sensing Physical Devices in CAN Networks based on Time Domain Reflectometry. VNC Marcel Rumez, Jürgen Dürrwang, Tim Brecht, Timo Steinshorn, Peter Neugebauer, Reiner Kriesten, Eric Sax
2019	J	`jnl`	CAN Radar: Sensing Physical Devices in CAN Networks based on Time Domain Reflectometry. CoRR Marcel Rumez, Jürgen Dürrwang, Tim Brecht, Timo Steinshorn, Peter Neugebauer, Reiner Kriesten, Eric Sax
2019	—	`conf`	Continuous Software Engineering of Innovative Automotive Functions: An Industrial Perspective. ICSA Companion Philipp Obergfell, Stefan Kugele, Christoph Segler, Alois C. Knoll, Eric Sax
2019	—	`conf`	Evaluation of feature selection for anomaly detection in automotive E/E architectures. ICSE (Companion Volume) Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois C. Knoll
2019	—	`conf`	Integrating Static Code Analysis Toolchains. COMPSAC (1) Matthias Kern, Ferhat Erata, Ashlin Iser, Carsten Sinz, Frédéric Loiret, Stefan Otten, Eric Sax
2019	C	`conf`	Integration of Attribute-based Access Control into Automotive Architectures. IV Marcel Rumez, Alexander Duda, Patrick Gründer, Reiner Kriesten, Eric Sax
2019	C	`conf`	Logical Scenario Derivation by Clustering Dynamic-Length-Segments Extracted from Real-World-Driving-Data. VEHITS Jacob Langner, Hannes Grolig, Stefan Otten, Marc Holzäpfel, Eric Sax
2019	A	`conf`	Model-Based Resource Analysis and Synthesis of Service-Oriented Automotive Software Architectures. MoDELS Philipp Obergfell, Stefan Kugele, Eric Sax
2019	—	`conf`	Model-Driven Design of Tools for Multi-Domain Systems with Loosely Coupled Metamodels. SysCon Bo Liu, Victor Pazmino Betancourt, Thomas Glock, Matthias Kern, Eric Sax, Jürgen Becker
2019	—	`conf`	Model-based Variant Management in Automotive Systems Engineering. ISSE Stefan Otten, Thomas Glock, Carl Philipp Hohl, Eric Sax
2019	—	`conf`	Towards Design and Verification of Evolving Cyber Physical Systems Using Contract-Based Methodology. ISSE Houssem Guissouma, Simon Leiner, Eric Sax
2019	—	`conf`	Trade-off analysis using synthetic training data for neural networks in the automotive development process. ITSC Raphael Pfeffer, Kai Bredow, Eric Sax
2019	C	`conf`	Training and Validation Methodology for Range Estimation Algorithms. VEHITS Patrick Petersen, Adam Thor Thorgeirsson, Stefan Scheubner, Stefan Otten, Frank Gauterin, Eric Sax
2019	—	`conf`	Using Machine Learning to Optimize Energy Consumption of HVAC Systems in Vehicles. IHIET Martin Böhme, Andreas Lauber, Marco Stang, Luyi Pan, Eric Sax
2019	—	`conf`	Virtual Test Environment for Efficient Verification of Software Updates for Variant-Rich Automotive Systems. SysCon Houssem Guissouma, Andreas Lauber, Amir Mkadem, Eric Sax
2018	—	`conf`	A multi-objective optimization approach for analysing and architecting system of systems. SysCon Björn Sillmann, Thomas Glock, Raziyeh Ghassemi, Eric Sax
2018	B	`conf`	An Empirical Study on the Current and Future Challenges of Automotive Software Release and Configuration Management. SEAA Houssem Guissouma, Heiko Klare, Eric Sax, Erik Burger
2018	C	`conf`	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. VEHITS Daniel Grimm, Marc Weber, Eric Sax
2018	A	`conf`	Digitalization in automotive and industrial systems. DATE Matthias Traub, Hans-Jörg Vögel, Eric Sax, Thilo Streichert, Jérôme Härri
2018	B	`conf`	Estimating the Uniqueness of Test Scenarios derived from Recorded Real-World-Driving-Data using Autoencoders. Intelligent Vehicles Symposium Jacob Langner, Johannes Bach, Lennart Ries, Stefan Otten, Marc Holzäpfel, Eric Sax
2018	C	`conf`	Improving Range Prediction of Battery Electric Vehicles by Periodical Calculation of Driver Parameters based on Real Driving Data. VEHITS Kurt Kruppok, Tobias Walter, Reiner Kriesten, Eric Sax
2018	C	`conf`	Isolation Forest for Anomaly Detection in Raw Vehicle Sensor Data. VEHITS Julia Hofmockel, Eric Sax
2018	—	`conf`	Model-based validation and testing of industry 4.0 plants. SysCon Thomas Glock, Björn Sillmann, Max Kobold, Sebatian Rebmann, Eric Sax
2018	—	`conf`	Viewpoint-Based Methodology for Adaption of Automotive E/E-Architectures. ICSA Companion Philipp Obergfell, Florian Oszwald, Matthias Traub, Eric Sax
2018	—	`conf`	Virtual Test Method for Complex and Variant-Rich Automotive Systems. ICVES Andreas Lauber, Houssem Guissouma, Eric Sax
2017	C	`conf`	A Taxonomy and Systematic Approach for Automotive System Architectures - From Functional Chains to Functional Networks. VEHITS Johannes Bach, Stefan Otten, Eric Sax
2017	C	`conf`	Automatic Defect Detection by One-Class Classification on Raw Vehicle Sensor Data. ISMIS Julia Hofmockel, Felix Richter, Eric Sax
2017	—	`conf`	Classification of Automotive Electric/Electronic Features and the Consequent Hierarchization of the Logical System Architecture - From Functional Chains to Functional Networks. SMARTGREENS/VEHITS (Selected Papers) Johannes Bach, Stefan Otten, Eric Sax
2017	—	`conf`	GPS-independent localization for off-road vehicles using ultra-wideband (UWB). ITSC Hannes Stoll, Peter Zimmer, Frank Hartmann, Eric Sax
2017	—	`conf`	Identifikation von Fahrszenarien während einer virtuellen Testfahrt. GI-Jahrestagung Christian King, Johannes Bach, Stefan Otten, Eric Sax
2017	—	`conf`	Test scenario selection for system-level verification and validation of geolocation-dependent automotive control systems. ICE/ITMC Johannes Bach, Jacob Langner, Stefan Otten, Eric Sax, Marc Holzäpfel
2017	—	`conf`	Testing Security of Embedded Software Through Virtual Processor Instrumentation. REV Andreas Lauber, Eric Sax
2016	J	`jnl`	Cloud-based Design and Virtual Prototyping Environment for Embedded Systems. Int. J. Online Eng. Stephan Werner, Andreas Lauber, Martijn Koedam, Jürgen Becker, Eric Sax, Kees Goossens
2016	B	`conf`	Model based scenario specification for development and test of automated driving functions. Intelligent Vehicles Symposium Johannes Bach, Stefan Otten, Eric Sax
2009	—	`conf`	Funktionaler Softwaretest für aktive Fahrerassistenzsysteme mittels parametrierter Szenario-Simulation. GI Jahrestagung Florian Schmidt, Eric Sax
2009	C	`conf`	Testen von Elektronik in der Automobilindustrie - von der ausführbaren Spezifikation bis zum automatisierten Test im Fahrzeug. Software Engineering Eric Sax
2008	C	`conf`	Testing Automotive System Prototypes Far before Driving on the Proving Ground. IEEE International Workshop on Rapid System Prototyping Eric Sax, Stefan Abendroth
2004	J	`jnl`	Multiparadigm modeling in embedded systems design. IEEE Trans. Control. Syst. Technol. Klaus D. Müller-Glaser, Gerd Frick, Eric Sax, Markus Kühl
2002	—	`conf`	Seamless Testing of Embedded Control Systems. LATW Eric Sax, J. Willibald, Klaus D. Müller-Glaser
2000	—	`—`	Beitrag zur entwurfsbegleitenden Validierung und Verifikation elektronischer Mixed-Signal-Systeme Eric Sax
2000	—	`conf`	Design and Simulation of Heterogeneous Embedded Systems. SBCCI Klaus D. Müller-Glaser, Eric Sax, Wilhelm Stork, A. Wagner, J. Drescher, Markus Kühl
2000	—	`conf`	Knowledge sharing across organizational boundaries with application to distributed engineering processes. IRMA Conference Gerd Frick, Eric Sax, Klaus D. Müller-Glaser
1995	—	`conf`	Integrated Design Process Support with VHDL-A. EUROSIM Eric Sax, Yankin Tanurhan, Klaus D. Müller-Glaser