| 2024 | Middleware | STRATA: Random Forests going Serverless. | Dimitrios Tomaras, Sebastian Buschjger, Vana Kalogeraki, Katharina Morik, Dimitrios Gunopulos |
| 2022 | AAAI | Shrub Ensembles for Online Classification. | Sebastian Buschjger, Sibylle Hess, Katharina Morik |
| 2021 | DATE | Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance. | Sebastian Buschjger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Gnzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla |
| 2021 | DSAA | Online Ensemble Aggregation using Deep Reinforcement Learning for Time Series Forecasting. | Amal Saadallah, Katharina Morik |
| 2021 | ICDE | An Actor-Critic Ensemble Aggregation Model for Time-Series Forecasting. | Amal Saadallah, Maryam Tavakol, Katharina Morik |
| 2021 | IJCNN | Meta-Adversarial Training of Neural Networks for Binary Classification. | Amal Saadallah, Katharina Morik |
| 2021 | RTSS | Efficiently Approximating the Worst-Case Deadline Failure Probability Under EDF. | Georg von der Brggen, Nico Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik, Bjrn B. Brandenburg |
| 2020 | DSAA | Generalized Isolation Forest: Some Theory and More Applications Extended Abstract. | Sebastian Buschjger, Philipp-Jan Honysz, Katharina Morik |
| 2020 | DSAA | No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. | Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, Franois Petitjean, Katharina Morik |
| 2020 | DSAA | Active Sampling for Learning Interpretable Surrogate Machine Learning Models. | Amal Saadallah, Katharina Morik |
| 2020 | ICDM | Optimal Probabilistic Classification in Active Class Selection. | Mirko Bunse, Dorina Weichert, Alexander Kister, Katharina Morik |
| 2020 | KDD | Semantic Search in Millions of Equations. | Lukas Pfahler, Katharina Morik |
| 2019 | AAAI | The SpectACl of Nonconvex Clustering: A Spectral Approach to Density-Based Clustering. | Sibylle Hess, Wouter Duivesteijn, Philipp Honysz, Katharina Morik |
| 2019 | GI | A Data Science Perspective on Deconvolution. | Mirko Bunse, Nico Piatkowski, Tim Ruhe, Katharina Morik, Wolfgang Rhode |
| 2019 | ICPRAM | Gaussian Model Trees for Traffic Imputation. | Sebastian Buschjger, Thomas Liebig, Katharina Morik |
| 2019 | ICPRAM | Learning Ensembles in the Presence of Imbalanced Classes. | Amal Saadallah, Nico Piatkowski, Felix Finkeldey, Petra Wiederkehr, Katharina Morik |
| 2018 | DSAA | Unification of Deconvolution Algorithms for Cherenkov Astronomy. | Mirko Bunse, Nico Piatkowski, Katharina Morik, Tim Ruhe, Wolfgang Rhode |
| 2018 | ECRTS | Efficiently Approximating the Probability of Deadline Misses in Real-Time Systems. | Georg von der Brggen, Nico Piatkowski, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik |
| 2018 | ICDM | Realization of Random Forest for Real-Time Evaluation through Tree Framing. | Sebastian Buschjger, Kuan-Hsun Chen, Jian-Jia Chen, Katharina Morik |
| 2018 | UAI | Fast Stochastic Quadrature for Approximate Maximum-Likelihood Estimation. | Nico Piatkowski, Katharina Morik |
| 2018 | SDM | The Trustworthy Pal: Controlling the False Discovery Rate in Boolean Matrix Factorization. | Sibylle Hess, Nico Piatkowski, Katharina Morik |
| 2017 | DSAA | Learning Low-Rank Document Embeddings with Weighted Nuclear Norm Regularization. | Lukas Pfahler, Katharina Morik, Frederik Elwert, Samira Tabti, Volkhard Krech |
| 2016 | ICML | Stochastic Discrete Clenshaw-Curtis Quadrature. | Nico Piatkowski, Katharina Morik |
| 2015 | ICML | Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI. | Thomas Liebig, Marco Stolpe, Katharina Morik |
| 2015 | KDD | Data Driven Science: SIGKDD Panel. | Katharina Morik, Hugh F. Durrant-Whyte, Gary C. Hill, Dietmar Mller, Tanya Y. Berger-Wolf |
| 2014 | DATA | Resource-Aware Data Analysis. | Katharina Morik |
| 2014 | EDBT | Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. | Alexander Artikis, Matthias Weidlich, Franois Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane |
| 2014 | EDBT | Predictive Trip Planning - Smart Routing in Smart Cities. | Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik |
| 2014 | EDBT | Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center. | Franois Schnitzler, Thomas Liebig, Shie Mannor, Katharina Morik |
| 2014 | ICPRAM | The Integer Approximation of Undirected Graphical Models. | Nico Piatkowski, Sangkyun Lee, Katharina Morik |
| 2010 | ICDM | Enhancing Ubiquitous Systems through System Call Mining. | Katharina Morik, Felix Jungermann, Nico Piatkowski, Michael Engel |
| 2009 | NLDB | Relation Extraction for Monitoring Economic Networks. | Martin Had, Felix Jungermann, Katharina Morik |
| 2008 | NLDB | Enhanced Services for Targeted Information Retrieval by Event Extraction and Data Mining. | Felix Jungermann, Katharina Morik |
| 2008 | PERCOM | On the Automated Creation of Understandable Positive Security Models for Web Applications. | Christian Bockermann, Ingo Mierswa, Katharina Morik |
| 2005 | GECCO | Method trees: building blocks for self-organizable representations of value series: how to evolve representations for classifying audio data. | Ingo Mierswa, Katharina Morik |
| 2003 | ICASSP | Support vector machines and learning about time. | Stefan Rping, Katharina Morik |
| 2002 | GI | The MiningMart Approach. | Katharina Morik, Martin Scholz |
| 2001 | AMIA | Development of Decision Support Algorithms for Intensive Care Medicine: A Hybrid System of Time Series Analysis and a Knowledge Base System. | Michael Imhoff, Katharina Morik, Ursula Gather |
| 1999 | ALT | Tailoring Representations to Different Requirements. | Katharina Morik |
| 1999 | ICML | Combining Statistical Learning with a Knowledge-Based Approach - A Case Study in Intensive Care Monitoring. | Katharina Morik, Peter Brockhausen, Thorsten Joachims |
| 1999 | KI | Development of Decision Support Algorithms for Intensive Care Medicine: A New Approach Combining Time Series Analysis and a Knowledge Base System with Learning and Revision Capabilities. | Michael Imhoff, Ursula Gather, Katharina Morik |
| 1998 | KR | How to Tailor Representations to Different Requirements. | Katharina Morik |
| 1992 | EKAW | Applications of Machine Learning. | Katharina Morik |
| 1989 | ICML | A Bootstrapping Approach to Concept Clustering. | Katharina Morik, Jrg-Uwe Kietz |
| 1985 | EACL | User Modelling, Dialog Structure, And Dialog Strategy In Ham-Ans. | Katharina Morik |
| 1985 | KI | Representing and Processing Copula and Full-Verb Sentences in HAM-ANS. | Stephan Busemann, Wolfgang Hoeppner, Heinz Marburger, Katharina Morik |
| 1983 | IJCAI | Beyond Domain-Independence: Experience With the Development of a German Language Access System to Highly Diverse Background Systems. | Wolfgang Hoeppner, Thomas Christaller, Heinz Marburger, Katharina Morik, Bernhard Nebel, Mike O'Leary, Wolfgang Wahlster |
| 1983 | IJCAI | Demand and Requirements for Natural Language Systems - Results of an Inquiry. | Katharina Morik |
| 1983 | KI | Partnermodellierung im Evidenzraum. | Katharina Morik, Claus-Rainer Rollinger |
| 1981 | KI | Verarbeitung von externer und interner Situation in berzeugungssystemen. | Katharina Morik |