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Anzahl der Einträge: 40.

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Explaining neural networks without access to training data. Open Access Machine Learning Dordrecht [u.a.] tba tba 1-20 [Zeitschriftenartikel]
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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. tba-tba In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (2024) Vancouver, BC The 38th Annual AAAI Conference on Artificial Intelligence (Vancouver, Canada) [Konferenzveröffentlichung]

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. Open Access Frontiers in Neurolgy Lausanne 15 1358145 1-9 [Zeitschriftenartikel]
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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]

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2023) Data-driven prototyping via natural-language-based GUI retrieval. Open Access Automated Software Engineering Dordrecht 30 1, Article 13 1-34 [Zeitschriftenartikel]
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Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2023) Correction to: Data-driven prototyping via natural- language-based GUI retrieval. Open Access Automated Software Engineering Dordrecht 30 1, Article 15 1-2 [Zeitschriftenartikel]
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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]

Cohausz, Lea ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Investigating the importance of demographic features for EDM-predictions. Feng, Mingyu ; Käser, Tanja ; Talukdar, Partha 125-136 In: Proceedings of the 16th International Conference on Educational Data Mining (2023) Bengaluru, India 16th Educational Data Mining Conference (Bengaluru, India) [Konferenzveröffentlichung]

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]

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]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Wilken, Nils ORCID: 0000-0003-1336-245X ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2022) Semantic interoperability methods for smart service systems: A survey. IEEE Transactions on Engineering Management : EM New York, NY 69 6 4052-4066 [Zeitschriftenartikel]

Niemann, Friedrich ; Lüdtke, Stefan ; Bartelt, Christian ; Ten Hompel, Michael (2022) Context-aware human activity recognition in industrial processes. Open Access Sensors Basel 22 1, Article 134 1-14 [Zeitschriftenartikel]
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Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian (2022) Explanations for neural networks by neural networks. Open Access Applied Sciences Basel 12 Article 980 1-14 [Zeitschriftenartikel]
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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]

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]

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]

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.] [Konferenzveröffentlichung]

Nolte, Frederik ; Wilken, Nils ORCID: 0000-0003-1336-245X ; Bartelt, Christian Rendezvous delivery: Utilizing autonomous electric vehicles to improve the efficiency of last mile parcel delivery in urban areas. 148-153 In: 2021 IEEE PerCom Workshops : PerAwareCity 2021, 6th IEEE Workshop on Pervasive Context-Aware Smart Cities and Intelligent Transportation Systems, March 22-26, 2021 in Kassel, Germany (2021) Piscataway, NJ PerAwareCity 2021 (Online) [Konferenzveröffentlichung]

Wilken, Nils ORCID: 0000-0003-1336-245X ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Bartelt, Christian Combining symbolic and data-driven methods for goal recognition. 428-429 In: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (2021) Piscataway, NJ PerCom'21 PhD Forum (Online) [Konferenzveröffentlichung]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian Knowledge-driven architecture composition: Assisting the system integrator to reuse integration knowledge. Lecture Notes in Computer Science 12706 305-319 In: ICWE 2021 : 21st International Conference on Web Engineering, Biarritz, France, May 18-21, 2021 ; proceedings (2021) Berlin [u.a.] ICWE 2021 (Online) [Konferenzveröffentlichung]

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements. Lecture Notes in Computer Science 12801 376-384 In: NLDB 2021 : 26th International Conference on Natural Language & Information Systems, Saarbrücken, Germany, June 23–25, 2021 ; proceedings (2021) Berlin [u.a.] NLDB 2021 (Online) [Konferenzveröffentlichung]

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. Open Access 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]

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]

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]

Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Robust decision tree induction from unreliable data sources. Rudolph, Sebastian CEUR Workshop Proceedings 2655 Paper 6, 1-8 In: STAIRS 2020 : Proceedings of the 9th European Starting AI Researchers' Symposium 2020 co-located with 24th European Conference on Artificial Intelligence (ECAI 2020) Santiago Compostela, Spain, August, 2020 (2020) Aachen, Germany STAIRS 2020 (Online) [Konferenzveröffentlichung]

Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Tree-based learning for dynamic data streams. (2020) PhD Forum, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2020 (Online) [Präsentation auf Konferenz]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Machine learning for converting Black-Box models to interpretable functions. (2020) PhD Forum, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2020 (Online) [Präsentation auf Konferenz]

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 GUI2WiRe: Rapid wireframing with a mined and large-scale GUI repository using natural language requirements. Hao, Dan 1297-1301 In: ASE 2020 : 35th IEEE/ACM International Conference on Automated Software Engineering : Mon 21 - Fri 25 September 2020, Melbourne, Australia : Tool Demonstrations (2020) New York, NY ASE 2020 (Online) [Konferenzveröffentlichung]

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]

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]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Ackel, Maurice ; Bartelt, Christian A mapping language for IoT device descriptions. Open Access Getov, Vladimir 115-120 In: 2019 IEEE 43rd Annual Computer Software and Applications Conference : 15-19 July 2019, Milwaukee, Wisconsin : proceedings (2019) Piscataway, NJ COMPSAC 2019 (Milwaukee, WI) [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]

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]

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]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Next steps in knowledge-driven architecture composition. Open Access 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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Vorschau

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian I4.0-device integration: A qualitative analysis of methods and technologies utilized by system integrators: Implications for enginering future industrial internet of things system. O’Conner, Lisa 27-34 In: 2018 IEEE 15th International Conference on Software Architecture companion : ICSA-C 2018 : proceedings : 30 April-4 May 2018, Seattle, Washington (2018) Piscataway, NJ ICSA Companion 2018 (Seattle, WA) [Konferenzveröffentlichung]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Jacobs, Steffen Executing model-based software development for embedded I4.0 devices properly. Open Access 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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Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian ; Adler, Lukas Towards automating service matching for manufacturing systems: Exemplifying knowledge-driven architecture composition. Wang, Lihui Procedia CIRP 72 707-713 In: 51st CIRP Conference on Manufacturing Systems (CIRP CMS 2018), Stockholm, Sweden, 16-18 May 2018 (2018) Amsterdam ; Red Hook, NY 51st CIRP (Stockholm, Sweden) [Konferenzveröffentlichung]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian Knowledge-driven architecture composition: Case-based formalization of integration knowledge to enable automated component coupling. O’Conner, Lisa 108-111 In: ICSA 2017 : 2017 IEEE International Conference on Software Architecture : side track proceedings : proceedings : 3-7 April 2017, Gothenburg, Sweden (2017) Piscataway, NJ ICSA 2017 (Göteborg, Sweden) [Konferenzveröffentlichung]

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