Causal Inference by Independent Component Analysis: Theory and Applications A Moneta, D Entner, PO Hoyer, A Coad Oxford Bulletin of Economics and Statistics, 2012 | 239* | 2012 |
On causal discovery from time series data using FCI D Entner, PO Hoyer Probabilistic graphical models, 2010 | 138 | 2010 |
Causal Search in Structural Vector Autoregressive Models A Moneta, N Chlaß, D Entner, PO Hoyer Journal of Machine Learning Research: Workshop and Conference Proceedings 12 …, 2011 | 76 | 2011 |
Data-driven covariate selection for nonparametric estimation of causal effects D Entner, PO Hoyer, P Spirtes AISTATS 2013, 2013 | 66 | 2013 |
Discovering Unconfounded Causal Relationships Using Linear Non-Gaussian Models D Entner, PO Hoyer Lecture Notes in Artificial Intelligence, 181-195, 2011 | 47 | 2011 |
Towards a generic framework of engineering design automation for creating complex CAD models G Frank, D Entner, T Prante, V Khachatouri, M Schwarz International Journal on Advances in Systems and Measurements 7 (1), 179-192, 2014 | 28 | 2014 |
Estimating a Causal Order among Groups of Variables in Linear Models D Entner, PO Hoyer Artificial Neural Networks and Machine Learning–ICANN 2012, 84-91, 2012 | 18 | 2012 |
Statistical test for consistent estimation of causal effects in linear non-Gaussian models D Entner, PO Hoyer, P Spirtes Journal of Machine Learning Research: Workshop and Conference Proceedings 22 …, 2012 | 18 | 2012 |
Potential identification and industrial evaluation of an integrated design automation workflow D Entner, T Prante, T Vosgien, AC Zăvoianu, S Saminger-Platz, ... Journal of Engineering, Design and Technology 17 (6), 1085-1109, 2019 | 8 | 2019 |
A systematic approach for the selection of optimization algorithms including end-user requirements applied to box-type boom crane design D Entner, P Fleck, T Vosgien, C Münzer, S Finck, T Prante, M Schwarz Applied System Innovation 2 (3), 20, 2019 | 8 | 2019 |
pcalg: Methods for graphical models and causal inference M Kalisch, A Hauser, M Maechler, D Colombo, D Entner, P Hoyer, ... R Package retrieved from https://CRAN. R-project. org/package= pcalg, 2021 | 7 | 2021 |
Box-type boom design using surrogate modeling: introducing an industrial optimization benchmark P Fleck, D Entner, C Münzer, M Kommenda, T Prante, M Schwarz, ... Evolutionary and Deterministic Methods for Design Optimization and Control …, 2019 | 7 | 2019 |
On the optimization of 2D path network layouts in engineering designs via evolutionary computation techniques AC Zăvoianu, S Saminger-Platz, D Entner, T Prante, M Hellwig, ... Evolutionary and deterministic methods for design optimization and control …, 2019 | 7 | 2019 |
Multi-objective optimal design of obstacle-avoiding two-dimensional Steiner trees with application to ascent assembly engineering AC Zăvoianu, S Saminger-Platz, D Entner, T Prante, M Hellwig, ... Journal of Mechanical Design 140 (6), 061401, 2018 | 6 | 2018 |
Optimization of ascent assembly design based on a combinatorial problem representation M Hellwig, D Entner, T Prante, AC Zăvoianu, M Schwarz, K Fink Evolutionary and deterministic methods for design optimization and control …, 2019 | 5 | 2019 |
Package ‘pcalg’ M Kalisch, A Hauser, M Maechler, D Colombo, D Entner, P Hoyer, ... | 4 | 2024 |
Causal structure learning and effect identification in linear non-Gaussian models and beyond D Entner University of Helsinki, 2013 | 3 | 2013 |
Enhancing classification in correlative microscopy using multiple classifier systems with dynamic selection S Bitrus, H Fitzek, E Rigger, J Rattenberger, D Entner Ultramicroscopy 240, 113567, 2022 | 2 | 2022 |
Interactive Optimization of Path Planning for a Robot Enabled by Virtual Commissioning R Fleisch, D Entner, T Prante, R Pfefferkorn Evolutionary and Deterministic Methods for Design Optimization and Control …, 2019 | | 2019 |