Christian Bartelt

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 57

Top Venues

Clausthal University of Technology (PHD)

Education History

Clausthal University of Technology

PHD

Publications

Sascha Marton, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev, Heiner Stuckenschmidt
Explaining neural networks without access to training data. Mach. Learn. 113 (6) (2024)
Andrej Tschalzev, Paul Nitschke, Lukas Kirchdorfer, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Enabling Mixed Effects Neural Networks for Diverse, Clustered Data Using Monte Carlo Methods. CoRR (2024)
Jannik Brinkmann, Abhay Sheshadri, Victor Levoso, Paul Swoboda, Christian Bartelt
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task. ACL (Findings) (2024)
Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent. AAAI (2024)
Andrej Tschalzev, Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data. CoRR (2024)
Michael Oesterle, Tim Grams, Christian Bartelt, Heiner Stuckenschmidt
RAISE the Bar: Restriction of Action Spaces for Improved Social Welfare and Equity in Traffic Management. AAMAS (2024)
Michael Oesterle, Tim Grams, Christian Bartelt
DRAMA at the PettingZoo: Dynamically Restricted Action Spaces for Multi-Agent Reinforcement Learning Frameworks. HICSS (2024)
Jannik Brinkmann, Noah Metzger, Christian Bartelt
Unsupervised Extraction of Test Scenarios from Time-Series Sensor Data using Trace Graphs. HICSS (2024)
Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data. ICLR (2024)
Kristian Kolthoff, Felix Kretzer, Christian Bartelt, Alexander Maedche, Simone Paolo Ponzetto
Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-based Approach. CoRR (2024)
Jannik Brinkmann, Abhay Sheshadri, Victor Levoso, Paul Swoboda, Christian Bartelt
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task. CoRR (2024)
Patrick Knab, Sascha Marton, Christian Bartelt
DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation. CoRR (2024)
Christian Schreckenberger, Yi He, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Online Random Feature Forests for Learning in Varying Feature Spaces. AAAI (2023)
Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Outlying Aspect Mining via Sum-Product Networks. PAKDD (1) (2023)
Jannik Brinkmann, Paul Swoboda, Christian Bartelt
A Multidimensional Analysis of Social Biases in Vision Transformers. CoRR (2023)
Jannik Brinkmann, Paul Swoboda, Christian Bartelt
A Multidimensional Analysis of Social Biases in Vision Transformers. ICCV (2023)
Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
GRANDE: Gradient-Based Decision Tree Ensembles. CoRR (2023)
Nils Wilken, Lea Cohausz, Johannes Schaum, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Leveraging Planning Landmarks for Hybrid Online Goal Recognition. CoRR (2023)
Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt
Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense? KI (2023)
Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
Correction to: Data-driven prototyping via natural-language-based GUI retrieval. Autom. Softw. Eng. 30 (1) (2023)
Nils Wilken, Christoph Knieke, Eric Nyakam, Andreas Rausch, Christian Schindler, Christian Bartelt, Nikolaus Ziebura
Emergent Software Service Platform and its Application in a Smart Mobility Setting. CoRR (2023)
Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt
Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense? CoRR (2023)
Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
Data-driven prototyping via natural-language-based GUI retrieval. Autom. Softw. Eng. 30 (1) (2023)
Lea Cohausz, Andrej Tschalzev, Christian Bartelt, Heiner Stuckenschmidt
Investigating the Importance of Demographic Features for EDM-Predictions. EDM (2023)
Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Learning Decision Trees with Gradient Descent. CoRR (2023)
Friedrich Niemann, Stefan Lüdtke, Christian Bartelt, Michael ten Hompel
Context-Aware Human Activity Recognition in Industrial Processes. Sensors 22 (1) (2022)
Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt
Dynamic Forest for Learning from Data Streams with Varying Feature Spaces. CoopIS (2022)
Michael Oesterle, Christian Bartelt, Stefan Lüdtke, Heiner Stuckenschmidt
Self-learning Governance of Black-Box Multi-Agent Systems. COINE (2022)
Fabian Burzlaff, Nils Wilken, Christian Bartelt, Heiner Stuckenschmidt
Semantic Interoperability Methods for Smart Service Systems: A Survey. IEEE Trans. Engineering Management 69 (6) (2022)
Sascha Marton, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev, Heiner Stuckenschmidt
Explaining Neural Networks without Access to Training Data. CoRR (2022)
Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Outlier Explanation via Sum-Product Networks. CoRR (2022)
Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Exchangeability-Aware Sum-Product Networks. IJCAI (2022)
Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Exchangeability-Aware Sum-Product Networks. CoRR (2021)
Noah Metzger, Lars Hoffmann, Christian Bartelt, Heiner Stuckenschmidt, Michael Wommer, Maria Belen Bescos del Castillo
Towards Trace-Graphs for Data-driven Test Case Mining in the Domain of Automated Driving. AITest (2021)
Michael Pernpeintner, Christian Bartelt, Heiner Stuckenschmidt
Governing Black-Box Agents in Competitive Multi-Agent Systems. EUMAS (2021)
Nils Wilken, Heiner Stuckenschmidt, Christian Bartelt
Combining Symbolic and Data-Driven Methods for Goal Recognition. PerCom Workshops (2021)
Fabian Burzlaff, Christian Bartelt
Knowledge-Driven Architecture Composition: Assisting the System Integrator to Reuse Integration Knowledge. ICWE (2021)
Lars Hoffmann, Christian Bartelt, Heiner Stuckenschmidt
Knowledge Injection via ML-based Initialization of Neural Networks. CIKM Workshops (2021)
Fabian Burzlaff, Maurice Ackel, Christian Bartelt
Applying Knowledge-Driven Architecture Composition with Gabble. ECSA (Tracks and Workshops) (2021)
Fabian Burzlaff, Maurice Ackel, Christian Bartelt
Gabble: Managing Integration Knowledge in IoT-Systems with Logical Reasoning (short paper). ECSA (Companion) (2021)
Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements. NLDB (2021)
Frederik P. Nolte, Nils Wilken, Christian Bartelt
Rendezvous Delivery: Utilizing Autonomous Electric Vehicles to Improve the Efficiency of Last Mile Parcel Delivery in Urban Areas. PerCom Workshops (2021)
Fabian Burzlaff, Benedikt Bongarth, Sven Grottker, Johannes Hammen, Christian Bartelt
MergePoint: A Graphical Web-App for Merging HTTP-Endpoints and IoT-Platform Models. HICSS (2020)
Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
GUI2WiRe: Rapid Wireframing with a Mined and Large-Scale GUI Repository using Natural Language Requirements. ASE (2020)
Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt
Robust Decision Tree Induction from Unreliable Data Sources. STAIRS@ECAI (2020)
Christian Bartelt, Sascha Marton, Heiner Stuckenschmidt
xRAI: Explainable Representations through AI. CoRR (2020)
Christian Schreckenberger, Tim Glockner, Heiner Stuckenschmidt, Christian Bartelt
Restructuring of Hoeffding Trees for Trapezoidal Data Streams. ICDM (Workshops) (2020)
Fabian Burzlaff, Christian Bartelt
A Conceptual Architecture for Enabling Future Self-Adaptive Service Systems. HICSS (2019)
Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt
Enhancing a Crowd-based Delivery Network with Mobility Predictions. PredictGIS@SIGSPATIAL (2019)
Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt
iDropout: Leveraging Deep Taylor Decomposition for the Robustness of Deep Neural Networks. OTM Conferences (2019)
Fabian Burzlaff, Maurice Ackel, Christian Bartelt
A Mapping Language for IoT Device Descriptions. COMPSAC (2) (2019)
Christian Schreckenberger, Simon Beckmann, Christian Bartelt
Next Place Prediction: A Systematic Literature Review. PredictGIS@SIGSPATIAL (2018)
Fabian Burzlaff, Christian Bartelt, Steffen Jacobs
Executing Model-based Software Development for Embedded I4.0 Devices Properly. Modellierung (Workshops) (2018)
Fabian Burzlaff, Christian Bartelt
I4.0-Device Integration: A Qualitative Analysis of Methods and Technologies Utilized by System Integrators: Implications for Enginering Future Industrial Internet of Things System. ICSA Companion (2018)
Fabian Burzlaff, Christian Bartelt, Heiner Stuckenschmidt
Next Steps in Knowledge-driven Architecture Composition. LWDA (2018)
Fabian Burzlaff, Christian Bartelt
Knowledge-Driven Architecture Composition: Case-Based Formalization of Integration Knowledge to Enable Automated Component Coupling. ICSA Workshops (2017)
Sandra Bergner, Christian Bartelt, Klaus Bergner, Andreas Rausch
Methodology for an Ontology-Driven Product Configuration Process. MKWI (2016)
Christian Bartelt, Andreas Rausch, Karina Rehfeldt
Quo vadis cyber-physical systems: research areas of cyber-physical ecosystems: a position paper. CTSE@SIGSOFT FSE (2015)
Christian Bartelt, Karina Rehfeldt, Stefan H. A. Wittek
Speed up of co-simulation by a heuristic time warp mechanism. SIMULTECH (2014)
Martin Vogel, Tim Warnecke, Christian Bartelt, Andreas Rausch
Scribbler - Drawing Models in a Creative and Collaborative Environment: from Hand-Drawn Sketches to Domain Specific Models. AUIC (2014)
Christian Bartelt, Manfred Broy, Christoph Herrmann, Eric Knauss, Marco Kuhrmann, Andreas Rausch, Bernhard Rumpe, Kurt Schneider
Orchestration of Global Software Engineering Projects. CoRR (2014)
Andreas Rausch, Christian Bartelt, Sebastian Herold, Holger Klus, Dirk Niebuhr
From Software Systems to Complex Software Ecosystems: Model- and Constraint-Based Engineering of Ecosystems. Perspectives on the Future of Software Engineering (2013)
Martin Vogel, Tim Warnecke, Christian Bartelt
Scribbler: From Collaborative Sketching to Formal Domain Specific Models and Back Again. MoDELS (Demos/Posters/StudentResearch) (2013)
Christian Bartelt, Martin Vogel, Tim Warnecke
Collaborative Creativity: From Hand Drawn Sketches to Formal Domain Specific Models and Back Again. MoRoCo@ECSCW (2013)
Christian Bartelt, Benjamin Fischer, Andreas Rausch
Towards a Decentralized Middleware for Composition of Resource-limited Components to Realize Distributed Applications. PECCS (2013)
Christian Bartelt, Volker Böß, Jan Brüning, Andreas Rausch, Berend Denkena, Jean Paul Tatou
A Software Architecture to Synchronize Interactivity of Concurrent Simulations in Systems Engineering. ISPE CE (2013)
Marc Janßen, Christian Bartelt, Andreas Rausch
Werkzeugunterstützung bei kooperativer Modellierung und Variantenmanagement von Motorsteuergeräte-Funktionen. GI-Jahrestagung (2012)
Christian Bartelt
Conflict Analysis at Collaborative Development of Domain Specific Models using Description Logics. HICSS (2011)
Christian Bartelt, Björn Schindler
Technology Support for Collaborative Inconsistency Management in Model Driven Engineering. HICSS (2010)
Christian Bartelt, Manfred Broy, Christoph Herrmann, Eric Knauss, Marco Kuhrmann, Andreas Rausch, Bernhard Rumpe, Kurt Schneider
Orchestration of Global Software Engineering Projects - Position Paper. ICGSE (2009)
Christian Bartelt, Edward Fischer, Thomas Ternité
Paradigmen zur Variabilitätsbeschreibung von Vorgehensmodellen. GI Jahrestagung (2009)
Christian Bartelt, Georg Molter, Tim Schumann
A Model Repository for Collaborative Modeling with the Jazz Development Platform. HICSS (2009)
Christian Bartelt
Consistence preserving model merge in collaborative development processes. CVSM@ICSE (2008)
Christian Bartelt, Sebastian Herold
Modellorientiertes Variantenmanagement. Modellierung (2006)
Marco Kuhrmann, Dirk Niebuhr, Christian Bartelt
Anwendung des V-Modells XT - Stand und Erfahrungen aus der Pilotierungsphase. GI Jahrestagung (2) (2005)
Christian Bartelt, Thomas Fischer, Dirk Niebuhr, Andreas Rausch, Franz Seidl, Marcus Trapp
Dynamic integration of heterogeneous mobile devices. ACM SIGSOFT Softw. Eng. Notes 30 (4) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christian Bartelt