Anzahl der Einträge: 49. 2024
Marton, Sascha  ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
GradTree: Learning axis-aligned decision trees with gradient descent.
Wooldridge, Michael ; Dy, Jennifer ; Natarajan, Sriraam
38, No. 13
14323-14331
In: Proceedings of the 38th AAAI Conference on Artificial Intelligence
(2024)
Washington, DC
The 38th Annual AAAI Conference on Artificial Intelligence
(Vancouver, Canada)
[Konferenzveröffentlichung]
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Rink, Johann ; Tollens, Fabian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Heinzl, Armin ; Hoffmann, Jens ; Schoenberg, Stefan O. ; Marzina, Annika ; Sandikci, Vesile ; Wiegand, Carla ; Hoyer, Carolin ; Szabo, Kristina
(2024)
Establishing an MSU service in a medium-sized German urban area — clinical and economic considerations.
Frontiers in Neurolgy
Lausanne
15
1358145
1-9
[Zeitschriftenartikel]
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Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Nitschke, Paul ; Kirchdorfer, Lukas ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Enabling mixed effects neural networks for diverse, clustered data using Monte Carlo methods.
tba
tba
In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence: Jeju, 03-09 August 2024
(2024)
Jeju, South Korea
IJCAI 2024, 33rd International Joint Conference on Artificial Intelligence
(Jeju, South Korea)
[Konferenzveröffentlichung]
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Oesterle, Michael ; Grams, Tim ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
RAISE the bar: Restriction of action spaces for improved social welfare and equity in traffic management.
Dastani, Mehdi ; Sichman, Jaime Simão ; Alechina, Natasha ; Dignum, Virginia
1492-1500
In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems
(2024)
Richland, SC
AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems
(Auckland, New Zealand)
[Konferenzveröffentlichung]
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Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Fact Probability Vector Based Goal Recognition.
Frontiers in Artificial Intelligence and Applications
392
4254-4261
In: 27th European Conference on Artificial Intelligence, 19–24 October 2024, Santiago de Compostela, Spain – Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024)
(2024)
Amsterdam [u.a.]
27th European Conference on Artificial Intelligence
(Santiago de Compostela, Spain)
[Konferenzveröffentlichung]
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Oesterle, Michael ; Grams, Tim ; Bartelt, Christian
DRAMA at the PettingZoo: Dynamically restricted action spaces for multi-agent reinforcement learning frameworks.
Bui, Tung X.
7810-7819
In: Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024
(2024)
Honolulu, HI
HICSS 2024, 57th Hawaii International Conference on System Sciences
(Honolulu, HI)
[Konferenzveröffentlichung]
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Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Schneider, Kurt
Self-elicitation of requirements with automated GUI prototyping.
Filkov, Vladimir ; Ray, Baishakhi ; Zhou, Minghui
2354-2357
In: Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering : ASE 2024 : October 28 - November 1, 2024, Sacramento, California, USA
(2024)
Sacramento, CA, USA
39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)
(Sacramento, CA)
[Konferenzveröffentlichung]
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2023
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; He, Yi ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Online random feature forests for learning in varying feature spaces.
Williams, Brian ; Chen, Yiling ; Neville, Jennifer
4587-4595
In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol. 4
(2023)
Washington, DC
AAAI-23
(Washington, DC)
[Konferenzveröffentlichung]
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Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Planning landmark based goal recognition revisited: Does using initial state landmarks make sense?
Seipel, Dietmar ; Steen, Alexander
Lecture Notes in Computer Science
14236
231-244
In: KI 2023: Advances in Artificial Intelligence : 46th Conference on AI, Berlin, Germany, September 26-29, 20023, proceedings
(2023)
Berlin [u.a.]
KI 2023, 46th German Conference on Artificial Intelligence
(Berlin, Germany)
[Konferenzveröffentlichung]
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Brinkmann, Jannik ; Swoboda, Paul ; Bartelt, Christian
A multidimensional analysis of social biases in vision transformers.
4914-4923
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
(2023)
Paris, France
2023 IEEE/CVF International Conference on Computer Vision, ICCV
(Paris, France)
[Konferenzveröffentlichung]
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Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Outlying aspect mining via sum-product networks.
Kashima, Hisashi ; Ide, Tsuyoshi ; Peng, Wen-Chih
Lecture Notes in Computer Science
13935
27-38
In: Advances in knowledge discovery and data mining: 27th Pacific-Asia Conference on knowledge discovery and data mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023 : proceedings. Part I
(2023)
Berlin [u.a.]
PAKDD 2023: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(Osaka, Japan)
[Konferenzveröffentlichung]
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2022
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Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Schaum, Johannes ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Leveraging planning landmarks for hybrid online goal recognition.
tba
In: International Conference on Automated Planning and Scheduling ICAPS (2022) : June 13-17, 2022, virtual
(2022)
Aachen
2022 Workshop on Scheduling and Planning Applications woRKshop (ICAPS 2022)
(Singapore, Singapore, Online)
[Konferenzveröffentlichung]
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Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Exchangeability-aware sum-product networks.
De Raedt, Luc
4864-4870
In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, Vienna, 23-29 July 2022
(2022)
Wien
IJCAI 22, Thirty-First International Joint Conference on Artificial Intelligence
(Wien, Austria)
[Konferenzveröffentlichung]
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Dynamic forest for learning from data streams with varying feature spaces.
Sellami, Mohamed ; Ceravolo, Paolo ; Reijers, Hajo A. ; Gaaloul, Walid ; Panetto, Hervé
Lecture Notes in Computer Science
13591
95-111
In: Cooperative information systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4–7, 2022, Proceedings
(2022)
Berlin [u.a.]
Cooperative Information Systems (CoopIS) 2022
(Bolzano, Italy)
[Konferenzveröffentlichung]
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Oesterle, Michael ; Bartelt, Christian ; Lüdtke, Stefan ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Self-learning governance of black-box multi-agent systems.
Ajmeri, Nirav ; Morris Martin, Andreasa ; Savarimuthu, Bastin Tony Roy
Lecture Notes in Computer Science
13549
73-91
In: Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV : International Workshop, COINE 2022, virtual event, May 9, 2022, revised selected papers
(2022)
Berlin [u.a.]
COINE 2022, International Workshop
(Online)
[Konferenzveröffentlichung]
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2021
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Hoffmann, Lars ORCID: 0000-0002-9667-0310 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Knowledge injection via ML-based initialization of neural networks.
Cong, Gao ; Ramanath, Maya
CEUR Workshop Proceedings
3052
1-6
In: Proceedings of the CIKM 2021 Workshops (CIKMW 2021) co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) : Gold Coast, Queensland, Australia, November 1-5,2021
(2021)
Aachen, Germany
KINN 2021, 1st Workshop on Knowledge Injection in Neural Networks (KINN)
(Online)
[Konferenzveröffentlichung]
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Pernpeintner, Michael ORCID: 0000-0001-6939-1028 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Governing black-box agents in competitive multi-agent systems.
Rosenfeld, Ariel ; Talmon, Nimrod
Lecture Notes in Computer Science
12802
19-36
In: Multi-Agent Systems : 18th European Conference, EUMAS 2021, virtual event, June 28–29, 2021, revised selected papers
(2021)
Berlin [u.a.]
18th European Conference on Multi-Agent Systems, EUMAS 2021
(online)
[Konferenzveröffentlichung]
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Metzger, Noah ; Hoffmann, Lars ORCID: 0000-0002-9667-0310 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Wommer, Michael ; Bescos del Castillo, Maria Belen
Towards trace-graphs for data-driven test case mining in the domain of automated driving.
41-48
In: Third IEEE International Conference on Artificial Intelligence Testing: AITest 2021 : proceedings : 23-26 August 2021, online event
(2021)
Piscataway, NJ
2021 IEEE International Conference on Artificial Intelligence Testing (AITest)
(Oxford, UK, Online)
[Konferenzveröffentlichung]
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2020
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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bongarth, Benedikt ; Grottker, Sven ; Hammen, Johannes ; Bartelt, Christian
MergePoint: A graphical web-app for merging HTTP-endpoints and IoT-platform models.
Proceedings of the 53rd Hawaii International Conference on System Sciences
1-10
In: 53rd Hawaii International Conference on System Sciences, HICSS 2020 : Maui, Hawaii, USA, January 7-10, 2020
(2020)
Honolulu, HI
HICSS 2020
(Maui, HI)
[Konferenzveröffentlichung]
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Glockner, Tim ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Bartelt, Christian
Restructuring of Hoeffding trees for Trapezoidal Data Streams.
Fatta, Giuseppe di ; Sheng, Victor ; Cuzzocrea, Alfredo ; Zaniolo, Carlo ; Wu, Xindong
416-423
In: 20th IEEE International Conference on Data Mining Workshops : 17-20 November 2020, Virtual Conference : Proceedings
(2020)
Los Alamitos, CA [u.a.]
ICDMW 2020
(Online)
[Konferenzveröffentlichung]
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2019
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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian
A conceptual architecture for enabling future self-adaptive service systems.
Tung, Bui
1-10
In: 52nd Hawaii International Conference on System Sciences, HICSS 2019, Grand Wailea, Maui, Hawaii, USA, January 8-11, 2019
(2019)
Atlanta, GA
HICSS 52
(Wailea, Maui, HI)
[Konferenzveröffentlichung]
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Beckmann, Simon ; Bartelt, Christian
Next place prediction: A systematic literature review.
Sudo, Akihito
Proceedings of the 2Nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility
37-45
In: PredictGIS 2018 : Proceedings of the 2nd ACM SIGSPATIAL Workshop on Prediction of Human Mobility : ACM GIS 2018 Conference: November 6 - November 9, 2018, Seattle, Washington
(2019)
New York, NY
ACM SIGSPATIAL 2018
(Seattle, WA)
[Konferenzveröffentlichung]
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Enhancing a crowd-based delivery network with mobility predictions.
Ukkusuri, Satish V.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility
66-75
In: PredictGIS'19 : Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility : Chicago, IL, USA, November 05, 2019
(2019)
New York, NY
PredictGIS'19 at 3rd ACM SIGSPATIAL
(Chicago, IL)
[Konferenzveröffentlichung]
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Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
iDropout: Leveraging deep taylor decomposition for the robustness of deep neural networks.
Panetto, Hervé
Lecture Notes in Computer Science
11877
113-126
In: On the Move to Meaningful Internet Systems: OTM 2019 Conferences : Confederated International Conferences: CoopIS, ODBASE, C&TC 2019, Rhodes, Greece, October 21–25, 2019, Proceedings
(2019)
Berlin [u.a.]
OTM 2019
(Rhodes, Greece)
[Konferenzveröffentlichung]
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2018
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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859
Next steps in knowledge-driven architecture composition.
Gemulla, Rainer
CEUR Workshop Proceedings
2191
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen"
78-83
In: LWDA 2018 : Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" Mannheim, Germany, August 22-24, 2018
(2018)
Aachen, Germany
LWDA 2018
(Mannheim, Germany)
[Konferenzveröffentlichung]
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![[img]](/49900/1.hassmallThumbnailVersion/20180720_CR-Version.pdf)  Vorschau |
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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Jacobs, Steffen
Executing model-based software development for embedded I4.0 devices properly.
Schaefer, Ina
CEUR Workshop Proceedings
2060
35-46
In: MOD-WS 2018 : Joint Proceedings of the Workshops at Modellierung 2018 co-located with Modellierung 2018, Braunschweig, Germany, February 21, 2018
(2018)
Aachen, Germany
MOD-WS 2018
(Braunschweig, Germany)
[Konferenzveröffentlichung]
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![[img]](/49899/1.hassmallThumbnailVersion/20180116-MEKES2018-NEW-TEMPLATE.pdf)  Vorschau |
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2017
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