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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]

He, Yi ; Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Wu, Xindong Towards utilitarian online learning - A review of online algorithms in open feature space. Elkind, Edith 6647-6655 In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (2023) Macao SAR International Joint Conference on Artificial Intelligence (Macao SAR, China) [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]

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 ; 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]

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]

Präsentation auf Konferenz

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]

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