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Christian Bartelt
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- affiliation: University of Mannheim, Institute for Enterprise Systems, Germany
- affiliation (PhD 2011): TU Clausthal, Department of Informatics, Germany
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2020 – today
- 2024
- [j6]Sascha Marton
, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev
Explaining neural networks without access to training data. Mach. Learn. 113(6): 3633-3652 (2024) - [c58]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent. AAAI 2024: 14323-14331 - [c57]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: 4082-4102 - [c56]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: 1492-1500 - [c55]Nils Wilken
Fact Probability Vector Based Goal Recognition. ECAI 2024: 4254-4261 - [c54]Jannik Brinkmann, Noah Metzger, Christian Bartelt:
Unsupervised Extraction of Test Scenarios from Time-Series Sensor Data using Trace Graphs. HICSS 2024: 7322-7331 - [c53]Michael Oesterle, Tim Grams, Christian Bartelt:
DRAMA at the PettingZoo: Dynamically Restricted Action Spaces for Multi-Agent Reinforcement Learning Frameworks. HICSS 2024: 7810-7819 - [c52]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data. ICLR 2024 - [c51]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. IJCAI 2024: 5018-5026 - [c50]Kristian Kolthoff, Felix Kretzer, Christian Bartelt, Alexander Maedche, Simone Paolo Ponzetto:
Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-Based Approach. RE 2024: 380-388 - [c49]Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder:
Interpreting Outliers in Time Series Data through Decoding Autoencoder. TempXAI@PKDD/ECML 2024: 44-57 - [i20]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 abs/2402.11917 (2024) - [i19]Patrick Knab, Sascha Marton, Christian Bartelt:
DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation. CoRR abs/2403.07733 (2024) - [i18]Kristian Kolthoff, Felix Kretzer, Christian Bartelt, Alexander Maedche, Simone Paolo Ponzetto:
Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-based Approach. CoRR abs/2406.08120 (2024) - [i17]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 abs/2407.01115 (2024) - [i16]Andrej Tschalzev, Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data. CoRR abs/2407.02112 (2024) - [i15]Sascha Marton, Tim Grams, Florian Vogt, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
SYMPOL: Symbolic Tree-Based On-Policy Reinforcement Learning. CoRR abs/2408.08761 (2024) - [i14]Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt:
Fact Probability Vector Based Goal Recognition. CoRR abs/2408.14224 (2024) - [i13]Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder:
Interpreting Outliers in Time Series Data through Decoding Autoencoder. CoRR abs/2409.01713 (2024) - [i12]Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto, Kurt Schneider:
Self-Elicitation of Requirements with Automated GUI Prototyping. CoRR abs/2409.16388 (2024) - 2023
- [j5]Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
Data-driven prototyping via natural-language-based GUI retrieval. Autom. Softw. Eng. 30(1): 13 (2023) - [j4]Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
Correction to: Data-driven prototyping via natural-language-based GUI retrieval. Autom. Softw. Eng. 30(1): 15 (2023) - [c48]Christian Schreckenberger
Online Random Feature Forests for Learning in Varying Feature Spaces. AAAI 2023: 4587-4595 - [c47]Lea Cohausz, Andrej Tschalzev, Christian Bartelt, Heiner Stuckenschmidt:
Investigating the Importance of Demographic Features for EDM-Predictions. EDM 2023 - [c46]Jannik Brinkmann, Paul Swoboda, Christian Bartelt:
A Multidimensional Analysis of Social Biases in Vision Transformers. ICCV 2023: 4891-4900 - [c45]Nils Wilken
Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense? KI 2023: 231-244 - [c44]Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Outlying Aspect Mining via Sum-Product Networks. PAKDD (1) 2023: 27-38 - [i11]Nils Wilken, Lea Cohausz, Johannes Schaum, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
Leveraging Planning Landmarks for Hybrid Online Goal Recognition. CoRR abs/2301.10571 (2023) - [i10]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
Learning Decision Trees with Gradient Descent. CoRR abs/2305.03515 (2023) - [i9]Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt:
Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense? CoRR abs/2306.15362 (2023) - [i8]Jannik Brinkmann, Paul Swoboda, Christian Bartelt:
A Multidimensional Analysis of Social Biases in Vision Transformers. CoRR abs/2308.01948 (2023) - [i7]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 abs/2308.08168 (2023) - [i6]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
GRANDE: Gradient-Based Decision Tree Ensembles. CoRR abs/2309.17130 (2023) - 2022
- [j3]Friedrich Niemann
Context-Aware Human Activity Recognition in Industrial Processes. Sensors 22(1): 134 (2022) - [j2]Fabian Burzlaff
Semantic Interoperability Methods for Smart Service Systems: A Survey. IEEE Trans. Engineering Management 69(6): 4052-4066 (2022) - [c43]Michael Oesterle
Self-learning Governance of Black-Box Multi-Agent Systems. COINE 2022: 73-91 - [c42]Christian Schreckenberger
Dynamic Forest for Learning from Data Streams with Varying Feature Spaces. CoopIS 2022: 95-111 - [c41]Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt
Exchangeability-Aware Sum-Product Networks. IJCAI 2022: 4864-4870 - [i5]Sascha Marton, Stefan Lüdtke, Christian Bartelt, Andrej Tschalzev, Heiner Stuckenschmidt:
Explaining Neural Networks without Access to Training Data. CoRR abs/2206.04891 (2022) - [i4]Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
Outlier Explanation via Sum-Product Networks. CoRR abs/2207.08414 (2022) - 2021
- [c40]Noah Metzger, Lars Hoffmann
Towards Trace-Graphs for Data-driven Test Case Mining in the Domain of Automated Driving. AITest 2021: 41-48 - [c39]Lars Hoffmann, Christian Bartelt, Heiner Stuckenschmidt:
Knowledge Injection via ML-based Initialization of Neural Networks. CIKM Workshops 2021 - [c38]Fabian Burzlaff, Maurice Ackel, Christian Bartelt:
Gabble: Managing Integration Knowledge in IoT-Systems with Logical Reasoning (short paper). ECSA (Companion) 2021 - [c37]Fabian Burzlaff
Applying Knowledge-Driven Architecture Composition with Gabble. ECSA (Tracks and Workshops) 2021: 283-305 - [c36]Michael Pernpeintner
Governing Black-Box Agents in Competitive Multi-Agent Systems. EUMAS 2021: 19-36 - [c35]Fabian Burzlaff
Knowledge-Driven Architecture Composition: Assisting the System Integrator to Reuse Integration Knowledge. ICWE 2021: 305-319 - [c34]Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements. NLDB 2021: 376-384 - [c33]Frederik P. Nolte, Nils Wilken
Rendezvous Delivery: Utilizing Autonomous Electric Vehicles to Improve the Efficiency of Last Mile Parcel Delivery in Urban Areas. PerCom Workshops 2021: 148-153 - [c32]Nils Wilken
Combining Symbolic and Data-Driven Methods for Goal Recognition. PerCom Workshops 2021: 428-429 - [i3]Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt:
Exchangeability-Aware Sum-Product Networks. CoRR abs/2110.05165 (2021) - 2020
- [c31]Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt:
Robust Decision Tree Induction from Unreliable Data Sources. STAIRS@ECAI 2020 - [c30]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: 1-10 - [c29]Christian Schreckenberger
Restructuring of Hoeffding Trees for Trapezoidal Data Streams. ICDM (Workshops) 2020: 416-423 - [c28]Kristian Kolthoff, Christian Bartelt, Simone Paolo Ponzetto
GUI2WiRe: Rapid Wireframing with a Mined and Large-Scale GUI Repository using Natural Language Requirements. ASE 2020: 1297-1301 - [i2]Christian Bartelt, Sascha Marton, Heiner Stuckenschmidt:
xRAI: Explainable Representations through AI. CoRR abs/2012.06006 (2020)
2010 – 2019
- 2019
- [c27]Fabian Burzlaff
A Mapping Language for IoT Device Descriptions. COMPSAC (2) 2019: 115-120 - [c26]Christian Schreckenberger
Enhancing a Crowd-based Delivery Network with Mobility Predictions. PredictGIS@SIGSPATIAL 2019: 66-75 - [c25]Fabian Burzlaff, Christian Bartelt:
A Conceptual Architecture for Enabling Future Self-Adaptive Service Systems. HICSS 2019: 1-10 - [c24]Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt
iDropout: Leveraging Deep Taylor Decomposition for the Robustness of Deep Neural Networks. OTM Conferences 2019: 113-126 - 2018
- [c23]Christian Schreckenberger
Next Place Prediction: A Systematic Literature Review. PredictGIS@SIGSPATIAL 2018: 37-45 - [c22]Fabian Burzlaff
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: 27-34 - [c21]Fabian Burzlaff, Christian Bartelt, Heiner Stuckenschmidt:
Next Steps in Knowledge-driven Architecture Composition. LWDA 2018: 78-83 - [c20]Fabian Burzlaff, Christian Bartelt, Steffen Jacobs:
Executing Model-based Software Development for Embedded I4.0 Devices Properly. Modellierung (Workshops) 2018: 35-46 - 2017
- [c19]Fabian Burzlaff
Knowledge-Driven Architecture Composition: Case-Based Formalization of Integration Knowledge to Enable Automated Component Coupling. ICSA Workshops 2017: 108-111 - 2016
- [c18]Sandra Bergner, Christian Bartelt, Klaus Bergner, Andreas Rausch:
Methodology for an Ontology-Driven Product Configuration Process. MKWI 2016: 1491-1502 - 2015
- [c17]Christian Bartelt, Andreas Rausch, Karina Rehfeldt:
Quo vadis cyber-physical systems: research areas of cyber-physical ecosystems: a position paper. CTSE@SIGSOFT FSE 2015: 22-25 - 2014
- [c16]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: 93-94 - [c15]Christian Bartelt, Karina Rehfeldt, Stefan H. A. Wittek:
Speed up of co-simulation by a heuristic time warp mechanism. SIMULTECH 2014: 267-273 - [i1]Christian Bartelt, Manfred Broy, Christoph Herrmann, Eric Knauss, Marco Kuhrmann, Andreas Rausch, Bernhard Rumpe, Kurt Schneider:
Orchestration of Global Software Engineering Projects. CoRR abs/1409.6587 (2014) - 2013
- [c14]Andreas Rausch, Christian Bartelt, Sebastian Herold
From Software Systems to Complex Software Ecosystems: Model- and Constraint-Based Engineering of Ecosystems. Perspectives on the Future of Software Engineering 2013: 61-80 - [c13]Christian Bartelt, Martin Vogel, Tim Warnecke:
Collaborative Creativity: From Hand Drawn Sketches to Formal Domain Specific Models and Back Again. MoRoCo@ECSCW 2013: 25-32 - [c12]Christian Bartelt, Volker Böß
A Software Architecture to Synchronize Interactivity of Concurrent Simulations in Systems Engineering. CE 2013: 19-29 - [c11]Martin Vogel, Tim Warnecke, Christian Bartelt:
Scribbler: From Collaborative Sketching to Formal Domain Specific Models and Back Again. MoDELS (Demos/Posters/StudentResearch) 2013: 6-10 - [c10]Christian Bartelt, Benjamin Fischer, Andreas Rausch:
Towards a Decentralized Middleware for Composition of Resource-limited Components to Realize Distributed Applications. PECCS 2013: 245-251 - 2012
- [c9]Marc Janßen, Christian Bartelt, Andreas Rausch:
Werkzeugunterstützung bei kooperativer Modellierung und Variantenmanagement von Motorsteuergeräte-Funktionen. GI-Jahrestagung 2012: 843-852 - 2011
- [b1]Christian Bartelt:
Kollaborative Modellierung im Software Engineering. Clausthal University of Technology, 2011, ISBN 978-3-86853-911-0, pp. 1-198 - [c8]Christian Bartelt:
Conflict Analysis at Collaborative Development of Domain Specific Models using Description Logics. HICSS 2011: 1-9 - 2010
- [c7]Christian Bartelt, Björn Schindler:
Technology Support for Collaborative Inconsistency Management in Model Driven Engineering. HICSS 2010: 1-7
2000 – 2009
- 2009
- [c6]Christian Bartelt, Edward Fischer, Thomas Ternité:
Paradigmen zur Variabilitätsbeschreibung von Vorgehensmodellen. GI Jahrestagung 2009: 3507-3521 - [c5]Christian Bartelt, Georg Molter, Tim Schumann:
A Model Repository for Collaborative Modeling with the Jazz Development Platform. HICSS 2009: 1-10 - [c4]Christian Bartelt, Manfred Broy, Christoph Herrmann, Eric Knauss
Orchestration of Global Software Engineering Projects - Position Paper. ICGSE 2009: 332-337 - 2008
- [c3]Christian Bartelt:
Consistence preserving model merge in collaborative development processes. CVSM@ICSE 2008: 13-18 - 2006
- [c2]Christian Bartelt, Sebastian Herold:
Modellorientiertes Variantenmanagement. Modellierung 2006: 173-182 - 2005
- [j1]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): 1-7 (2005) - [c1]Marco Kuhrmann, Dirk Niebuhr, Christian Bartelt:
Anwendung des V-Modells XT - Stand und Erfahrungen aus der Pilotierungsphase. GI Jahrestagung (2) 2005: 259-263
Coauthor Index
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last updated on 2024-11-07 20:33 CET by the dblp team
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