Published in 6th International Conference on Process Mining, 2024, 2024
Recommended citation: Process-Aware Bayesian Networks for Sequential Event Log Queries S Rauch, CMM Frey, L Zellner, T Seidl - 6th International Conference on Process Mining, 2024
Published in Business Process Management (BPM), 2024, 2024
Recommended citation: GEDI: Generating Event Data with Intentional Features for Benchmarking Process Mining A Maldonado, CMM Frey, G Tavares, N Rehwald, T Seidl - 22nd International Conference on Business Process Management, 2024
Published in Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2024, 2024
Recommended citation: Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms. P Jahn, CMM Frey, A Beer, C Leibler, T Seidl - Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2024
Published in LMU Munich, 2023
Recommended citation: Learning from Complex Networks, Christian Maximilian Michael Frey, Dissertation, 2023
https://edoc.ub.uni-muenchen.de/32636/
Published in Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2023, 2023
Recommended citation: Connecting the Dots--Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering S Gilhuber, J Busch, D Rotthues, CMM Frey, T Seidl - Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2023
https://link.springer.com/chapter/10.1007/978-3-031-43412-9_5
Link: https://link.springer.com/chapter/10.1007/978-3-031-43412-9_5
Published in Conference on Knowledge Discovery and Data Mining, 2023, 2023
Recommended citation: Connecting the Dots--Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering A Beer, A Draganov, E Hohma, P Jahn, CMM Frey, I Assent - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
https://dl.acm.org/doi/abs/10.1145/3580305.3599283
Published in European Journal of Operational Research, 2022, 2022
Recommended citation: Christian M.M. Frey, Alexander Jungwirth, Markus Frey, Rainer Kolisch, The vehicle routing problem with time windows and flexible delivery locations, European Journal of Operational Research, 2022
https://doi.org/10.1016/j.ejor.2022.11.029
Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022, 2022
Recommended citation: Frey, Christian M.M. et al., SEA: Graph Shell Attention in Graph Neural Networks, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022
https://2022.ecmlpkdd.org/wp-content/uploads/2022/09/sub_803.pdf
Link: https://2022.ecmlpkdd.org/wp-content/uploads/2022/09/sub_803.pdf
Published in Proceedings of the VLDB Endowment - Volume 15 - Issue 11 - July 2022, 2022
Recommended citation: Ellen Hohma*, Christian M. M. Frey*, Anna Beer*, and Thomas Seidl. 2022. SCAR: spectral clustering accelerated and robustified. Proc. VLDB Endow. 15, 11 (July 2022), 3031–3044. https://doi.org/10.14778/3551793.3551850
https://dl.acm.org/doi/10.14778/3551793.3551850
Published in Preprint: ArXiv, 2022
Recommended citation: Frey CMM, Schubert M., V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs. Published online 2022. doi:10.48550/ARXIV.2208.01735
https://arxiv.org/pdf/2208.01735
Published in Preprint: Arxiv, 2021
Recommended citation: Frey CMM, Ma Y, Schubert M. MIRA: Multihop Relation Prediction in Temporal Knowledge Graphs. CoRR. 2021;abs/2110.14284.
https://arxiv.org/pdf/2110.14284
Published in 34th IEEE International Conference on Data Engineering, ICDE 2018, 2018
Recommended citation: Efficient Information Flow Maximization in Probabilistic Graphs (Extended Abstract). ICDE 2018: 1801-1802
https://www.computer.org/csdl/proceedings/icde/2018/5520/00/552000b801-abs.html
Link: https://www.computer.org/csdl/proceedings/icde/2018/5520/00/552000b801-abs.html
WO Patent WO2018095539A1, 2018
Recommended citation: Efficient data propagation in a computer network. C Frey, T Emrich, M Renz, A Züfle, R Meunier. WO Patent WO2018095539A1 https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2018095539
Link: https://patentscope.wipo.int/search/en/detail.jsf?docId=WO2018095539
Published in IEEE Transactions on Knowledge and Data Engineering, 2017, 2017
Recommended citation: C. Frey, A. Züfle, T. Emrich, M. Renz, "Efficient Information Flow Maximization in Probabilistic Graphs". IEEE Transactions on Knowledge and Data Engineering, 2017.
http://ieeexplore.ieee.org/document/8166795/
Published in ArXiv Articles, 2017
Recommended citation: C. Frey, A. Züfle, T. Emrich, M. Renz, Efficient Information Flow Maximization in Probabilistic Graphs. CoRR abs/1701.05395 (2017)
https://arxiv.org/pdf/1701.05395.pdf
Published in SSTDM 2016, 2016
Recommended citation: K. A. Schmid, C. Frey, F. Peng, M. Weiler, A. Züfle, L. Chen, M. Renz, TrendTracker: Modelling the motion of trends in space and time, SSTDM, 2016
http://www.dbs.ifi.lmu.de/Publikationen/Papers/SSTDM16-SchFrePenWeietal16.pdf
Link: http://www.dbs.ifi.lmu.de/Publikationen/Papers/SSTDM16-SchFrePenWeietal16.pdf