Christian Bartelt

Orcid: 0000-0003-0426-6714

Affiliations:
  • University of Mannheim, Institute for Enterprise Systems, Germany
  • TU Clausthal, Department of Informatics, Germany (PhD 2011)


According to our database1, Christian Bartelt authored at least 66 papers between 2005 and 2024.

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Bibliography

2024
DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation.
CoRR, 2024

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task.
CoRR, 2024

DRAMA at the PettingZoo: Dynamically Restricted Action Spaces for Multi-Agent Reinforcement Learning Frameworks.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Unsupervised Extraction of Test Scenarios from Time-Series Sensor Data using Trace Graphs.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Correction to: Data-driven prototyping via natural-language-based GUI retrieval.
Autom. Softw. Eng., June, 2023

Data-driven prototyping via natural-language-based GUI retrieval.
Autom. Softw. Eng., June, 2023

GRANDE: Gradient-Based Decision Tree Ensembles.
CoRR, 2023

Emergent Software Service Platform and its Application in a Smart Mobility Setting.
CoRR, 2023

Learning Decision Trees with Gradient Descent.
CoRR, 2023

Leveraging Planning Landmarks for Hybrid Online Goal Recognition.
CoRR, 2023

Outlying Aspect Mining via Sum-Product Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense?
Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

A Multidimensional Analysis of Social Biases in Vision Transformers.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Investigating the Importance of Demographic Features for EDM-Predictions.
Proceedings of the 16th International Conference on Educational Data Mining, 2023

Online Random Feature Forests for Learning in Varying Feature Spaces.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Semantic Interoperability Methods for Smart Service Systems: A Survey.
IEEE Trans. Engineering Management, 2022

Context-Aware Human Activity Recognition in Industrial Processes.
Sensors, 2022

Outlier Explanation via Sum-Product Networks.
CoRR, 2022

Explaining Neural Networks without Access to Training Data.
CoRR, 2022

Exchangeability-Aware Sum-Product Networks.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Dynamic Forest for Learning from Data Streams with Varying Feature Spaces.
Proceedings of the Cooperative Information Systems - 28th International Conference, 2022

Self-learning Governance of Black-Box Multi-Agent Systems.
Proceedings of the Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV, 2022

2021
Combining Symbolic and Data-Driven Methods for Goal Recognition.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Rendezvous Delivery: Utilizing Autonomous Electric Vehicles to Improve the Efficiency of Last Mile Parcel Delivery in Urban Areas.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements.
Proceedings of the Natural Language Processing and Information Systems, 2021

Knowledge-Driven Architecture Composition: Assisting the System Integrator to Reuse Integration Knowledge.
Proceedings of the Web Engineering - 21st International Conference, 2021

Governing Black-Box Agents in Competitive Multi-Agent Systems.
Proceedings of the Multi-Agent Systems - 18th European Conference, 2021

Applying Knowledge-Driven Architecture Composition with Gabble.
Proceedings of the Software Architecture - 15th European Conference, 2021

Gabble: Managing Integration Knowledge in IoT-Systems with Logical Reasoning (short paper).
Proceedings of the ECSA 2021 Companion Volume, 2021

Knowledge Injection via ML-based Initialization of Neural Networks.
Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), 2021

Towards Trace-Graphs for Data-driven Test Case Mining in the Domain of Automated Driving.
Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

2020
xRAI: Explainable Representations through AI.
CoRR, 2020

GUI2WiRe: Rapid Wireframing with a Mined and Large-Scale GUI Repository using Natural Language Requirements.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Restructuring of Hoeffding Trees for Trapezoidal Data Streams.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

MergePoint: A Graphical Web-App for Merging HTTP-Endpoints and IoT-Platform Models.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Robust Decision Tree Induction from Unreliable Data Sources.
Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

2019
iDropout: Leveraging Deep Taylor Decomposition for the Robustness of Deep Neural Networks.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

A Conceptual Architecture for Enabling Future Self-Adaptive Service Systems.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Enhancing a Crowd-based Delivery Network with Mobility Predictions.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, 2019

A Mapping Language for IoT Device Descriptions.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Executing Model-based Software Development for Embedded I4.0 Devices Properly.
Proceedings of the Joint Proceedings of the Workshops at Modellierung 2018 co-located with Modellierung 2018, 2018

Next Steps in Knowledge-driven Architecture Composition.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

I4.0-Device Integration: A Qualitative Analysis of Methods and Technologies Utilized by System Integrators: Implications for Enginering Future Industrial Internet of Things System.
Proceedings of the 2018 IEEE International Conference on Software Architecture Companion, 2018

Next Place Prediction: A Systematic Literature Review.
Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2018

2017
Knowledge-Driven Architecture Composition: Case-Based Formalization of Integration Knowledge to Enable Automated Component Coupling.
Proceedings of the 2017 IEEE International Conference on Software Architecture Workshops, 2017

2015
Quo vadis cyber-physical systems: research areas of cyber-physical ecosystems: a position paper.
Proceedings of the 1st International Workshop on Control Theory for Software Engineering, 2015

2014
Orchestration of Global Software Engineering Projects.
CoRR, 2014

Speed up of co-simulation by a heuristic time warp mechanism.
Proceedings of the 4th International Conference On Simulation And Modeling Methodologies, 2014

Scribbler - Drawing Models in a Creative and Collaborative Environment: from Hand-Drawn Sketches to Domain Specific Models.
Proceedings of the Fifteenth Australasian User Interface Conference, 2014

2013
Towards a Decentralized Middleware for Composition of Resource-limited Components to Realize Distributed Applications.
Proceedings of the PECCS 2013, 2013

Scribbler: From Collaborative Sketching to Formal Domain Specific Models and Back Again.
Proceedings of the Joint Proceedings of MODELS'13 Invited Talks, 2013

A Software Architecture to Synchronize Interactivity of Concurrent Simulations in Systems Engineering.
Proceedings of the 20th ISPE International Conference on Concurrent Engineering, 2013

Collaborative Creativity: From Hand Drawn Sketches to Formal Domain Specific Models and Back Again.
Proceedings of the Workshop on Models and their Role in Collaboration, 2013

From Software Systems to Complex Software Ecosystems: Model- and Constraint-Based Engineering of Ecosystems.
Proceedings of the Perspectives on the Future of Software Engineering, 2013

2012
Werkzeugunterstützung bei kooperativer Modellierung und Variantenmanagement von Motorsteuergeräte-Funktionen.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

2011
Kollaborative Modellierung im Software Engineering.
PhD thesis, 2011

Conflict Analysis at Collaborative Development of Domain Specific Models using Description Logics.
Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

2010
Technology Support for Collaborative Inconsistency Management in Model Driven Engineering.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

2009
Orchestration of Global Software Engineering Projects - Position Paper.
Proceedings of the 4th IEEE International Conference on Global Software Engineering, 2009

A Model Repository for Collaborative Modeling with the Jazz Development Platform.
Proceedings of the 42st Hawaii International International Conference on Systems Science (HICSS-42 2009), 2009

Paradigmen zur Variabilitätsbeschreibung von Vorgehensmodellen.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

2008
Consistence preserving model merge in collaborative development processes.
Proceedings of the 2008 International Workshop on Comparison and Versioning of Software Models, 2008

2006
Modellorientiertes Variantenmanagement.
Proceedings of the Modellierung 2006, 2006

2005
Dynamic integration of heterogeneous mobile devices.
ACM SIGSOFT Softw. Eng. Notes, 2005

Anwendung des V-Modells XT - Stand und Erfahrungen aus der Pilotierungsphase.
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005


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