Edit Profile (opens in new tab) Bischl, Bernd Compute Distance To: Compute Author ID: bischl.bernd Published as: Bischl, Bernd; Bischl, B. Homepage: https://www.statistik.uni-muenchen.de/personen/professoren/bischl/index.html External Links: MGP · ORCID · Wikidata · Google Scholar · dblp · GND Documents Indexed: 23 Publications since 2013 2 Contributions as Editor Co-Authors: 66 Co-Authors with 25 Joint Publications 597 Co-Co-Authors all top 5 Co-Authors 0 single-authored 6 Lang, Michel 4 Casalicchio, Giuseppe 4 Schmid, Matthias 4 Thomas, Janek 3 Boulesteix, Anne-Laure Isabeau 3 Kerschke, Pascal 3 Kotthoff, Lars 3 Mayr, Andreas 3 Rahnenführer, Jörg 3 Trautmann, Heike 3 Weihs, Claus 2 Bossek, Jakob 2 Hepp, Tobias 2 Hofner, Benjamin 2 Kestler, Hans A. 2 Kotthaus, Helena 2 Marwedel, Peter 2 Mersmann, Olaf 2 Neumann, Frank 2 Pfisterer, Florian 2 Schiffner, Julia 2 Vanschoren, Joaquin 2 Wagner, Markus 1 Albert, Christopher G. 1 Au, Quay 1 Beggel, Laura 1 Binder, Martin 1 Bommert, Andrea 1 Demircioğlu, Aydin 1 Ellenbach, Nicole 1 Fréchette, Alexandre 1 Glasmachers, Tobias 1 Grimme, Christian 1 Herbinger, Julia 1 Hoos, Holger H. 1 Horn, Daniel R. 1 Hornung, Roman 1 Hutter, Frank 1 Jones, Zachary M. 1 Kausler, Bernhard X. 1 Kirchhoff, Dominik 1 Korb, Ingo 1 Kuhn, Tobias U. 1 Leyton-Brown, Kevin 1 Lindauer, Marius 1 Malitsky, Yuri 1 Nallaperuma, Samadhi 1 Pargent, Florian 1 Pfeiffer, Michael 1 Preuß, Mike 1 Probst, Philipp 1 Rath, Katharina 1 Richter, Jakob 1 Rudolph, Günter 1 Schiegg, Martin 1 Schneider, Lennart 1 Schütze, Oliver 1 Seibold, Heidi 1 Stachl, Clemens 1 Studerus, Erich 1 Sun, Jianqiao 1 Sun, Xudong 1 Szepannek, Gero 1 Tierney, Kevin 1 Unger, Kristian 1 von Toussaint, Udo all top 5 Serials 6 Computational Statistics 3 Journal of Machine Learning Research (JMLR) 2 Journal of Statistical Computation and Simulation 2 Computational & Mathematical Methods in Medicine 1 Artificial Intelligence 1 Biometrics 1 Journal of Classification 1 Computational Statistics and Data Analysis 1 Annals of Mathematics and Artificial Intelligence 1 Chaos 1 Data Mining and Knowledge Discovery 1 Advances in Data Analysis and Classification. ADAC 1 Statistics and Computing all top 5 Fields 18 Statistics (62-XX) 13 Computer science (68-XX) 3 Numerical analysis (65-XX) 3 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 2 Biology and other natural sciences (92-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 16 Publications have been cited 67 times in 60 Documents Cited by ▼ Year ▼ mlr: machine learning in \(\mathbf R\). Zbl 1392.68007Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M. 17 2016 ASlib: a benchmark library for algorithm selection. Zbl 1357.68202Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Fréchette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin 13 2016 Tunability: importance of hyperparameters of machine learning algorithms. Zbl 1485.68226Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd 9 2019 A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Zbl 1291.90327Mersmann, Olaf; Bischl, Bernd; Trautmann, Heike; Wagner, Markus; Bossek, Jakob; Neumann, Frank 6 2013 Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin 5 2018 Benchmark for filter methods for feature selection in high-dimensional classification data. Zbl 07135552Bommert, Andrea; Sun, Xudong; Bischl, Bernd; Rahnenführer, Jörg; Lang, Michel 4 2020 Probing for sparse and fast variable selection with model-based boosting. Zbl 1397.92020Thomas, Janek; Hepp, Tobias; Mayr, Andreas; Bischl, Bernd 3 2017 Cell mapping techniques for exploratory landscape analysis. Zbl 1306.90175Kerschke, Pascal; Preuss, Mike; Hernández, Carlos; Schütze, Oliver; Sun, Jian-Qiao; Grimme, Christian; Rudolph, Günter; Bischl, Bernd; Trautmann, Heike 2 2014 Proceedings of Reisensburg 2014–2015. Zbl 1417.00077 1 2018 Symplectic Gaussian process regression of maps in Hamiltonian systems. Zbl 1471.37072Rath, Katharina; Albert, Christopher G.; Bischl, Bernd; von Toussaint, Udo 1 2021 Time series anomaly detection based on shapelet learning. Zbl 1505.62059Beggel, Laura; Kausler, Bernhard X.; Schiegg, Martin; Pfeiffer, Michael; Bischl, Bernd 1 2019 OpenML: an R package to connect to the machine learning platform OpenML. Zbl 1505.62090Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd 1 2019 Benchmarking local classification methods. Zbl 1306.65031Bischl, Bernd; Schiffner, Julia; Weihs, Claus 1 2013 A feature-based comparison of local search and the Christofides algorithm for the travelling salesperson problem. Zbl 1369.68323Nallaperuma, Samadhi; Wagner, Markus; Neumann, Frank; Bischl, Bernd; Mersmann, Olaf; Trautmann, Heike 1 2013 On class imbalance correction for classification algorithms in credit scoring. Zbl 1341.62306Bischl, Bernd; Kühn, Tobias; Szepannek, Gero 1 2016 A comparative study on large scale kernelized support vector machines. Zbl 1416.68144Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus 1 2018 Symplectic Gaussian process regression of maps in Hamiltonian systems. Zbl 1471.37072Rath, Katharina; Albert, Christopher G.; Bischl, Bernd; von Toussaint, Udo 1 2021 Benchmark for filter methods for feature selection in high-dimensional classification data. Zbl 07135552Bommert, Andrea; Sun, Xudong; Bischl, Bernd; Rahnenführer, Jörg; Lang, Michel 4 2020 Tunability: importance of hyperparameters of machine learning algorithms. Zbl 1485.68226Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd 9 2019 Time series anomaly detection based on shapelet learning. Zbl 1505.62059Beggel, Laura; Kausler, Bernhard X.; Schiegg, Martin; Pfeiffer, Michael; Bischl, Bernd 1 2019 OpenML: an R package to connect to the machine learning platform OpenML. Zbl 1505.62090Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd 1 2019 Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin 5 2018 Proceedings of Reisensburg 2014–2015. Zbl 1417.00077 1 2018 A comparative study on large scale kernelized support vector machines. Zbl 1416.68144Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus 1 2018 Probing for sparse and fast variable selection with model-based boosting. Zbl 1397.92020Thomas, Janek; Hepp, Tobias; Mayr, Andreas; Bischl, Bernd 3 2017 mlr: machine learning in \(\mathbf R\). Zbl 1392.68007Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M. 17 2016 ASlib: a benchmark library for algorithm selection. Zbl 1357.68202Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Fréchette, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin 13 2016 On class imbalance correction for classification algorithms in credit scoring. Zbl 1341.62306Bischl, Bernd; Kühn, Tobias; Szepannek, Gero 1 2016 Cell mapping techniques for exploratory landscape analysis. Zbl 1306.90175Kerschke, Pascal; Preuss, Mike; Hernández, Carlos; Schütze, Oliver; Sun, Jian-Qiao; Grimme, Christian; Rudolph, Günter; Bischl, Bernd; Trautmann, Heike 2 2014 A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem. Zbl 1291.90327Mersmann, Olaf; Bischl, Bernd; Trautmann, Heike; Wagner, Markus; Bossek, Jakob; Neumann, Frank 6 2013 Benchmarking local classification methods. Zbl 1306.65031Bischl, Bernd; Schiffner, Julia; Weihs, Claus 1 2013 A feature-based comparison of local search and the Christofides algorithm for the travelling salesperson problem. Zbl 1369.68323Nallaperuma, Samadhi; Wagner, Markus; Neumann, Frank; Bischl, Bernd; Mersmann, Olaf; Trautmann, Heike 1 2013 all cited Publications top 5 cited Publications all top 5 Cited by 181 Authors 10 Bischl, Bernd 4 Boulesteix, Anne-Laure Isabeau 4 Hoos, Holger H. 4 Kerschke, Pascal 4 Lang, Michel 4 Tierney, Kevin 3 Hepp, Tobias 3 Hornung, Roman 3 Hutter, Frank 3 Kotthoff, Lars 3 Leyton-Brown, Kevin 3 Lindauer, Marius 2 Bommert, Andrea 2 Bossek, Jakob 2 Greven, Sonja 2 Hofner, Benjamin 2 Hottung, André 2 Lodi, Andrea 2 Mayr, Andreas 2 Mittelmann, Hans Detlef 2 Pfisterer, Florian 2 Probst, Philipp 2 Rahnenführer, Jörg 2 Tanaka, Shunji 2 Thomas, Janek 2 Trautmann, Heike 2 Vanschoren, Joaquin 1 Achterberg, Tobias 1 Aguirre, Hernán E. 1 Albizri, Abdullah 1 Amadini, Roberto 1 Aspar, Pelin 1 Baatar, Davaatseren 1 Barbaro, Eduardo 1 Barrieu, Pauline M. 1 Bastubbe, Michael 1 Bengio, Yoshua 1 Bergherr, Elisabeth 1 Berthold, Timo 1 Bierman, Stijn M. 1 Binder, Martin 1 Bisdom, Kevin 1 Blanco, Víctor 1 Błażewicz, Jacek 1 Bourne, Stephen 1 Bowly, Simon 1 Brockhaus, Sarah 1 Burke, Edmund Kieran 1 Cappozzo, Andrea 1 Carvalho, Iago Augusto 1 Casalicchio, Giuseppe 1 Chen, YiNing 1 Chopyak, Valentyna 1 Christophel, Philipp M. 1 Cichenski, Sanja 1 Cosson, Raphaël 1 den Bezemer, Taco 1 Derbel, Bilel 1 Deutz, André H. 1 Domijan, Katarina 1 Doumpos, Michalis 1 Eggensperger, Katharina 1 Ellenbach, Nicole 1 Emmerich, Michael T. M. 1 Feragen, Aasa 1 Fitzpatrick, Trevor 1 Fréchette, Alexandre 1 Gabbrielli, Maurizio 1 Gamrath, Gerald 1 Gefeller, Olaf 1 Gleixner, Ambros M. 1 Greselin, Francesca 1 Grimme, Christian 1 Groll, Andreas 1 Gupta, Pritha 1 Haddenhorst, Björn 1 Hambuckers, Julien 1 Harris, Chris J. 1 Heins, Jonathan 1 Hendel, Gregor 1 Hotz, Thomas 1 Huang, Fangzhou 1 Huber, Marco F. 1 Huckemann, Stephan F. 1 Hullermeier, Eyke 1 Hurley, Catherine B. 1 James, Nick 1 Japón, Alberto 1 Jarck, Kati 1 Johnson, Marina 1 Karimi-Mamaghan, Amir Mohammad 1 Karimi-Mamaghan, Maryam 1 Kestler, Hans A. 1 Király, Franz J. 1 Kirchhoff, Dominik 1 Kneib, Thomas 1 Koch, Thorsten 1 Kuhn, Tobias U. 1 Lanz, Fabian 1 Liefooghe, Arnaud ...and 81 more Authors all top 5 Cited in 30 Serials 5 European Journal of Operational Research 5 Journal of Machine Learning Research (JMLR) 4 Artificial Intelligence 4 Computational Statistics 4 Computational Statistics and Data Analysis 4 Computational & Mathematical Methods in Medicine 3 Computers & Operations Research 3 Machine Learning 2 Journal of Classification 2 Top 2 Mathematical Programming Computation 1 Information Processing Letters 1 The Annals of Statistics 1 Journal of Computational and Applied Mathematics 1 Theoretical Computer Science 1 Insurance Mathematics & Economics 1 International Journal of Approximate Reasoning 1 Annals of Operations Research 1 The Journal of Artificial Intelligence Research (JAIR) 1 Annals of Mathematics and Artificial Intelligence 1 Computational Geosciences 1 CEJOR. Central European Journal of Operations Research 1 Statistical Modelling 1 Journal of Statistical Mechanics: Theory and Experiment 1 Mathematical Biosciences and Engineering 1 Oberwolfach Reports 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining 1 Journal of Computational and Graphical Statistics 1 SN Operations Research Forum all top 5 Cited in 18 Fields 39 Computer science (68-XX) 25 Statistics (62-XX) 17 Operations research, mathematical programming (90-XX) 6 Biology and other natural sciences (92-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Numerical analysis (65-XX) 1 Algebraic geometry (14-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Approximations and expansions (41-XX) 1 Functional analysis (46-XX) 1 Differential geometry (53-XX) 1 Algebraic topology (55-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.