Müller, Emmanuel

17 publications

ECML-PKDD 2025 Unsupervised Surrogate Anomaly Detection Simon Klüttermann, Tim Katzke, Emmanuel Müller

JMLR 2023 Graph Clustering with Graph Neural Networks Anton Tsitsulin, John Palowitch, Bryan Perozzi, Emmanuel Müller

ECML-PKDD 2023 The Good, the Bad, and the Average: Benchmarking of Reconstruction Based Multivariate Time Series Anomaly Detection Arn Baudzus, Bin Li, Adnane Jadid, Emmanuel Müller

ECML-PKDD 2022 ADEPT: Anomaly Detection, Explanation and Processing for Time Series with a Focus on Energy Consumption Data Benedikt Tobias Müller, Marvin Ender, Jan Erik Swiadek, Mengcheng Jin, Simon Winkel, Dominik Niedziela, Bin Li, Jelle Hüntelmann, Emmanuel Müller

NeurIPSW 2022 Enabling the Visualization of Distributional Shift Using Shapley Values Bin Li, Chiara Balestra, Emmanuel Müller

ICLR 2021 Differentiable Segmentation of Sequences Erik Scharwächter, Jonathan Lennartz, Emmanuel Müller

ICLR 2020 Deep Semi-Supervised Anomaly Detection Lukas Ruff, Robert A. Vandermeulen, Nico Görnitz, Alexander Binder, Emmanuel Müller, Klaus-Robert Müller, Marius Kloft

ECML-PKDD 2020 Quality Guarantees for Autoencoders via Unsupervised Adversarial Attacks Benedikt Böing, Rajarshi Roy, Emmanuel Müller, Daniel Neider

ICLR 2020 The Shape of Data: Intrinsic Distance for Data Distributions Anton Tsitsulin, Marina Munkhoeva, Davide Mottin, Panagiotis Karras, Alex Bronstein, Ivan Oseledets, Emmanuel Müller

ICML 2018 Deep One-Class Classification Lukas Ruff, Robert Vandermeulen, Nico Goernitz, Lucas Deecke, Shoaib Ahmed Siddiqui, Alexander Binder, Emmanuel Müller, Marius Kloft

ECML-PKDD 2017 Framework for Exploring and Understanding Multivariate Correlations Louis Kirsch, Niklas Riekenbrauck, Daniel Thevessen, Marcus Pappik, Axel Stebner, Julius Kunze, Alexander Meissner, Arvind Kumar Shekar, Emmanuel Müller

ECML-PKDD 2017 Including Multi-Feature Interactions and Redundancy for Feature Ranking in Mixed Datasets Arvind Kumar Shekar, Tom Bocklisch, Patricia Iglesias Sánchez, Christoph Nikolas Straehle, Emmanuel Müller

MLJ 2015 MultiClust Special Issue on Discovering, Summarizing and Using Multiple Clusterings Emmanuel Müller, Ira Assent, Stephan Günnemann, Thomas Seidl, Jennifer G. Dy

ICML 2014 Multivariate Maximal Correlation Analysis Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Pavel Efros, Klemens Böhm

ECML-PKDD 2012 OutRules: A Framework for Outlier Descriptions in Multiple Context Spaces Emmanuel Müller, Fabian Keller, Sebastian Blanc, Klemens Böhm

ECML-PKDD 2010 SOREX: Subspace Outlier Ranking Exploration Toolkit Emmanuel Müller, Matthias Schiffer, Patrick Gerwert, Matthias Hannen, Timm Jansen, Thomas Seidl

ECML-PKDD 2008 Pleiades: Subspace Clustering and Evaluation Ira Assent, Emmanuel Müller, Ralph Krieger, Timm Jansen, Thomas Seidl