Automatic Feature Extraction for Classifying Audio Data von Mierswa, Ingo, Morik, Katharina

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Stability prediction in milling processes using a simulation-based Machine Learning approach von Saadallah, Amal, Finkeldey, Felix, Morik, Katharina, Wiederkehr, Petra

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Yes we care!-Certification for machine learning methods through the care label framework von Morik, Katharina J., Kotthaus, Helena, Fischer, Raphael, Mücke, Sascha, Jakobs, Matthias, Piatkowski, Nico, Pauly, Andreas, Heppe, Lukas, Heinrich, Danny

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Machine Learning under Resource Constraints - Fundamentals von Katharina Morik, Peter Marwedel, Katharina Morik, Peter Marwedel, Jens Buß, Andreas Becker

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Joint leaf-refinement and ensemble pruning through $$L_1$$ regularization von Buschjäger, Sebastian, Morik, Katharina

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Discovery in Physics

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Fundamentals

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Explainable online ensemble of deep neural network pruning for time series forecasting von Saadallah, Amal, Jakobs, Matthias, Morik, Katharina

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Towards more sustainable and trustworthy reporting in machine learning von Fischer, Raphael, Liebig, Thomas, Morik, Katharina

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Dynamic route planning with real-time traffic predictions von Liebig, Thomas, Piatkowski, Nico, Bockermann, Christian, Morik, Katharina

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Joint leaf-refinement and ensemble pruning through L1 regularization von Buschjäger, Sebastian, Morik, Katharina

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Knowledge Representation and Organization in Machine Learning von Morik, Katharina

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Robust selection of cancer survival signatures from high-throughput genomic data using two-fold subsampling von Lee, Sangkyun, Rahnenführer, Jörg, Lang, Michel, De Preter, Katleen, Mestdagh, Pieter, Koster, Jan, Versteeg, Rogier, Stallings, Raymond L, Varesio, Luigi, Asgharzadeh, Shahab, Schulte, Johannes H, Fielitz, Kathrin, Schwermer, Melanie, Morik, Katharina, Schramm, Alexander

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The PRIMPING routine—Tiling through proximal alternating linearized minimization von Hess, Sibylle, Morik, Katharina, Piatkowski, Nico

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Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data von Buschjager, Sebastian, Morik, Katharina

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Real-time prediction of process forces in milling operations using synchronized data fusion of simulation and sensor data von Finkeldey, Felix, Saadallah, Amal, Wiederkehr, Petra, Morik, Katharina

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Trustworthy AI von Chatila, Raja, Dignum, Virginia, Fisher, Michael, Giannotti, Fosca, Morik, Katharina, Russell, Stuart, Yeung, Karen

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Spatio-temporal random fields: compressible representation and distributed estimation von Piatkowski, Nico, Lee, Sangkyun, Morik, Katharina

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Robust Feature Selection Using Ensemble Feature Selection Techniques von Saeys, Yvan, Abeel, Thomas, Van de Peer, Yves

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Solving Large Scale Learning Tasks. Challenges and Algorithms: Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday von Michaelis, Stefan, Piatkowski, Nico, Stolpe, Marco

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