conferences.bib

@inproceedings{bauer2015_1,
  author = {Bauer, N. and Friedrichs, K. and Bischl, B. and Weihs, C.},
  title = {{Fast Model Based Optimization of Tone Onset Detection by
		  Instance Sampling}},
  booktitle = {Data Analysis, Machine Learning and Knowledge Discovery},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  year = {2015},
  paywall = 1
}
@inproceedings{bischl2010,
  author = {Bischl, B. and Mersmann, O. and Trautmann, H.},
  editor = {Bartz-Beielstein, T. and Chiarandini, M. and Paquete, L.
		  and Preuss, M.},
  title = {{Resampling Methods in Model Validation}},
  booktitle = {WEMACS -- Proceedings of the Workshop on Experimental
		  Methods for the Assessment of Computational Systems,
		  Technical Report TR 10-2-007},
  year = {2010},
  publisher = {Department of Computer Science, TU Dortmund University},
  url = {http://ls11-www.cs.uni-dortmund.de/_media/techreports/tr10-07.pdf},
  paywall = 0
}
@inproceedings{bischl2010_2,
  author = {Bischl, B. and Eichhoff, M. and Weihs, C.},
  title = {{Selecting Groups of Audio Features by Statistical Tests
		  and the Group Lasso}},
  booktitle = {9. ITG Fachtagung Sprachkommunikation},
  year = {2010},
  publisher = {VDE Verlag},
  address = {Berlin, Offenbach},
  url = {http://www.vde-verlag.de/proceedings-de/453300015.html},
  localpdf = {mypapers/selecting_groups_of_audio_features_by_statistical_tests_and_the_group_lasso.pdf},
  paywall = 1
}
@inproceedings{bischl2010_3,
  author = {Bischl, B. and Vatolkin, I. and Preuss, M.},
  title = {{Selecting Small Audio Feature Sets in Music
		  Classification by Means of Asymmetric Mutation}},
  booktitle = {PPSN XI: Proceedings of the 11th International Conference
		  on Parallel Problem Solving from Nature},
  series = {Lecture Notes in Computer Science},
  year = {2010},
  publisher = {Springer},
  volume = {6238},
  pages = {314--323},
  doi = {10.1007/978-3-642-15844-5_32},
  localpdf = {mypapers/selecting_small_audio_feature_sets_in_music_classification_by_means_of_asymmetric_mutation.pdf},
  paywall = 1
}
@inproceedings{bischl2012_4,
  author = {Bischl, B. and Mersmann, O. and Trautmann, H. and Preuss,
		  M.},
  title = {{Algorithm Selection Based on Exploratory Landscape
		  Analysis and Cost-Sensitive Learning}},
  booktitle = {Genetic and Evolutionary Computation Conference (GECCO)},
  year = {2012},
  doi = {10.1145/2330163.2330209},
  url = {http://dl.acm.org/citation.cfm?id=2330163.2330209},
  localpdf = {mypapers/algorithm_selection_based_on_exploratory_landscape_analysis_and_cost_sensitive_learning.pdf},
  paywall = 1
}
@incollection{bischl2014_1,
  author = {Bischl, B. and Schiffner, J. and Weihs, C.},
  title = {{Benchmarking Classification Algorithms on
		  High-Performance Computing Clusters}},
  booktitle = {Data Analysis, Machine Learning and Knowledge Discovery},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  editor = {Spiliopoulou, M. and Schmidt-Thieme, L. and Janning, R.},
  publisher = {Springer},
  pages = {23-31},
  year = {2014},
  isbn = {978-3-319-01594-1},
  doi = {10.1007/978-3-319-01595-8_3},
  url = {http://dx.doi.org/10.1007/978-3-319-01595-8_3},
  localpdf = {mypapers/benchmarking_classification_algorithms_on_high_performance_computing_clusters.pdf},
  paywall = 1
}
@incollection{bischl2014_2,
  year = {2014},
  isbn = {978-3-319-09583-7},
  booktitle = {Learning and Intelligent Optimization},
  series = {Lecture Notes in Computer Science},
  editor = {Pardalos, Panos M. and Resende, Mauricio G.C. and
		  Vogiatzis, Chrysafis and Walteros, Jose L.},
  doi = {10.1007/978-3-319-09584-4_17},
  title = {{{MOI-MBO}: Multiobjective Infill for Parallel Model-Based
		  Optimization}},
  url = {http://www.caopt.com/LION8/Papers/Bischl.pdf},
  publisher = {Springer},
  author = {Bischl, B. and Wessing, S. and Bauer, N. and Friedrichs,
		  K. and Weihs, C.},
  pages = {173-186},
  paywall = 0
}
@incollection{bischl2015,
  author = {Bischl, B. and Kühn, T. and Szepannek, G.},
  title = {{On Class Imbalancy Correction for Classification
		  Algorithms in Credit Scoring}},
  booktitle = {Operations Research Proceedings 2014},
  series = {Operations Research Proceedings},
  publisher = {Springer},
  year = {2015}
}
@incollection{bischl2016class,
  title = {{On Class Imbalance Correction for Classification
		  Algorithms in Credit Scoring}},
  author = {Bischl, Bernd and K{\"u}hn, Tobias and Szepannek, Gero},
  booktitle = {Operations Research Proceedings 2014},
  pages = {37--43},
  year = {2016},
  publisher = {Springer International Publishing},
  localpdf = {mypapers/on_class_imbalance_correctino_for_classification_algorithms_in_credit_scoring.pdf},
  paywall = 1
}
@inproceedings{bossek2015learning,
  title = {{Learning feature-parameter mappings for parameter tuning
		  via the profile expected improvement}},
  author = {Bossek, Jakob and Bischl, Bernd and Wagner, Tobias and
		  Rudolph, G{\"u}nter},
  booktitle = {Proceedings of the 2015 Annual Conference on Genetic and
		  Evolutionary Computation},
  pages = {1319--1326},
  year = {2015},
  organization = {ACM},
  url = {https://www.researchgate.net/profile/Jakob_Bossek/publication/280076463_Learning_Feature-Parameter_Mappings_for_Parameter_Tuning_via_the_Profile_Expected_Improvement/links/55a67d2008ae51639c5725b5/Learning-Feature-Parameter-Mappings-for-Parameter-Tuning-via-the-Profile-Expected-Improvement.pdf},
  paywall = 0
}
@inproceedings{brockhoff2015,
  title = {{{The Impact of Initial Designs on the Performance of
		  MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary
		  Study}}},
  author = {Brockhoff, Dimo and Bischl, Bernd and Wagner, Tobias},
  url = {https://hal.inria.fr/hal-01161504},
  booktitle = {{GECCO '15 Companion}},
  address = {Madrid, Spain},
  year = {2015},
  month = jul,
  doi = {10.1145/2739482.2768470},
  keywords = {Benchmarking ; Black-box optimization ; Expensive
		  problems},
  pdf = {https://hal.inria.fr/hal-01161504/file/brockhoff-initialDesign-authorversion.pdf},
  hal_id = {hal-01161504},
  hal_version = {v1},
  paywall = 0
}
@inproceedings{degrootebkc16,
  author = {Hans Degroote and Bernd Bischl and Lars Kotthoff and
		  Patrick De Causmaecker},
  title = {{Reinforcement Learning for Automatic Online Algorithm
		  Selection - an Empirical Study}},
  booktitle = {Proceedings of the 16th {ITAT} Conference Information
		  Technologies - Applications and Theory, Tatransk{\'{e}}
		  Matliare, Slovakia, September 15-19, 2016.},
  pages = {93--101},
  year = {2016},
  url = {http://ceur-ws.org/Vol-1649/93.pdf},
  timestamp = {Thu, 08 Sep 2016 15:52:34 +0200},
  biburl = {http://dblp.uni-trier.de/rec/bib/conf/itat/DegrooteBKC16},
  bibsource = {dblp computer science bibliography, http://dblp.org},
  paywall = 0
}
@incollection{hess2013,
  author = {Hess, S. and Wagner, T. and Bischl, B.},
  title = {{{PROGRESS}: Progressive Reinforcement-Learning-Based
		  Surrogate Selection}},
  isbn = {978-3-642-44972-7},
  booktitle = {Learning and Intelligent Optimization},
  series = {Lecture Notes in Computer Science},
  editor = {Nicosia, Giuseppe and Pardalos, Panos},
  doi = {10.1007/978-3-642-44973-4_13},
  url = {http://dx.doi.org/10.1007/978-3-642-44973-4_13},
  publisher = {Springer},
  pages = {110-124},
  year = {2013},
  localpdf = {mypapers/progress_progressive_reinforcement_learning_based_surrogate_selection.pdf},
  paywall = 1
}
@incollection{horn2015,
  author = {Horn, D. and Wagner, T. and Biermann, D. and Weihs, C. and
		  Bischl, B.},
  title = {{Model-Based Multi-Objective Optimization: Taxonomy,
		  Multi-Point Proposal, Toolbox and Benchmark}},
  series = {Lecture Notes in Computer Science},
  booktitle = {Evolutionary Multi-Criterion Optimization (EMO)},
  year = {2015},
  volume = {9018},
  editor = {Gaspar-Cunha, António and Henggeler Antunes, Carlos and
		  Coello, Carlos Coello},
  pages = {64-78},
  publisher = {Springer},
  doi = {10.1007/978-3-319-15934-8_5},
  url = {http://dx.doi.org/10.1007/978-3-319-15934-8_5},
  localpdf = {mypapers/model_based_multi_objective_optimization_taxonomy_multi_point_proposal_toolbox_and_benchmark.pdf},
  paywall = 1
}
@inproceedings{horn2016multi,
  title = {{Multi-objective Parameter Configuration of Machine
		  Learning Algorithms using Model-Based Optimization}},
  author = {Horn, Daniel and Bischl, Bernd},
  booktitle = {Computational Intelligence (SSCI), 2016 IEEE Symposium
		  Series on},
  pages = {1--8},
  year = {2016},
  organization = {IEEE},
  url = {http://ieeexplore.ieee.org/abstract/document/7850221/},
  paywall = 1,
  localpdf = {mypapers/multi_objective_parameter_configuration.pdf}
}
@inbook{horn2017,
  author = {Horn, Daniel and Dagge, Melanie and Sun, Xudong and
		  Bischl, Bernd},
  editor = {Trautmann, Heike and Rudolph, G{\"u}nter and Klamroth,
		  Kathrin and Sch{\"u}tze, Oliver and Wiecek, Margaret and
		  Jin, Yaochu and Grimme, Christian},
  title = {{First Investigations on Noisy Model-Based Multi-objective
		  Optimization}},
  booktitle = {Evolutionary Multi-Criterion Optimization: 9th
		  International Conference, EMO 2017, M{\"u}nster, Germany,
		  March 19-22, 2017, Proceedings},
  year = {2017},
  publisher = {Springer International Publishing},
  address = {Cham},
  pages = {298--313},
  isbn = {978-3-319-54157-0},
  doi = {10.1007/978-3-319-54157-0_21},
  url = {http://dx.doi.org/10.1007/978-3-319-54157-0_21},
  localpdf = {mypapers/horn_et_al_noisy_MBMO.pdf}
}
@inproceedings{kerschke2014,
  author = {Kerschke, P. and Preuss, M. and Hern{\'a}ndez, C. and
		  Sch{\"u}tze, O. and Sun, J.-Q. and Grimme, C. and Rudolph,
		  G. and Bischl, B. and Trautmann, H.},
  title = {{Cell Mapping Techniques for Exploratory Landscape
		  Analysis}},
  booktitle = {Proceedings of the {EVOLVE 2014}: {A} Bridge between
		  Probability, Set Oriented Numerics, and Evolutionary
		  Computation},
  year = {2014},
  pages = {115--131},
  publisher = {Springer},
  localpdf = {mypapers/cell_mapping_techniques_for_exploratory_landscape_analysis.pdf},
  paywall = 0
}
@inproceedings{kotthaus2016a,
  author = {Richter, Jakob and Kotthaus, Helena and Bischl, Bernd and
		  Marwedel, Peter and Rahnenf\"uhrer, J\"org and Lang, Michel},
  title = {{Faster Model-Based Optimization through Resource-Aware
		  Scheduling Strategies}},
  booktitle = {Proceedings of the 10th Learning and Intelligent
		  OptimizatioN Conference (LION 10)},
  year = {2016},
  address = {Ischia Island (Napoli), Italy},
  confidential = {n},
  localpdf = {mypapers/lion2016_final.pdf}
}
@inproceedings{mersmann2011,
  author = {Mersmann, O. and Bischl, B. and Trautmann, H. and Preuss,
		  M. and Weihs, C. and Rudolph, G.},
  editor = {Natalio Krasnogor},
  title = {{Exploratory Landscape Analysis}},
  booktitle = {Proceedings of the 13th annual conference on genetic and
		  evolutionary computation (GECCO {\textquoteright}11)},
  year = {2011},
  publisher = {ACM},
  address = {New York, NY, USA},
  pages = {829--836},
  doi = {10.1145/2001576.2001690},
  url = {http://dl.acm.org/citation.cfm?id=2001690},
  localpdf = {mypapers/exploratory_landscape_analysis.pdf},
  paywall = 1
}
@inproceedings{mersmann2012,
  author = {Mersmann, O. and Bischl, B. and Bossek, J. and Trautmann,
		  H. and Wagner M. and Neumann, F.},
  title = {{Local Search and the Traveling Salesman Problem: A
		  Feature-Based Characterization of Problem Hardness}},
  booktitle = {Learning and Intelligent Optimization Conference (LION)},
  year = {2012},
  doi = {10.1007/978-3-642-34413-8_9},
  url = {http://cs.adelaide.edu.au/~markus/pub/2012lion.pdf},
  paywall = 0
}
@incollection{meyer2014,
  author = {Meyer, O. and Bischl, B. and Weihs, C.},
  title = {{Support Vector Machines on Large Data Sets: Simple
		  Parallel Approaches}},
  booktitle = {Data Analysis, Machine Learning and Knowledge Discovery},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  editor = {Spiliopoulou, M. and Schmidt-Thieme, L. and Janning, R.},
  publisher = {Springer},
  pages = {87-95},
  year = {2014},
  isbn = {978-3-319-01594-1},
  doi = {10.1007/978-3-319-01595-8_10},
  url = {http://dx.doi.org/10.1007/978-3-319-01595-8_10},
  localpdf = {mypapers/support_vector_machines_on_large_data_sets_simple_parallel_approaches.pdf},
  paywall = 1
}
@inproceedings{nallaperuma2013,
  author = {Nallaperuma, S. and Wagner, M. and Neumann, F. and Bischl,
		  B. and Mersmann, O. and Trautmann, H.},
  title = {{A Feature-Based Comparison of Local Search and the
		  Christofides Algorithm for the Travelling Salesperson
		  Problem}},
  booktitle = {Foundations of Genetic Algorithms (FOGA)},
  year = {2013},
  doi = {10.1145/2460239.2460253},
  url = {http://dl.acm.org/citation.cfm?id=2460253},
  localpdf = {mypapers/a_feature_based_comparison_of_local_search_and_the_christofides_algorithm_for_the_travelling_salesperson_problem.pdf},
  paywall = 1
}
@inproceedings{rietzler2016fusionkit,
  title = {FusionKit: a generic toolkit for skeleton, marker and
		  rigid-body tracking},
  author = {Rietzler, Michael and Geiselhart, Florian and Thomas,
		  Janek and Rukzio, Enrico},
  booktitle = {Proceedings of the 8th ACM SIGCHI Symposium on Engineering
		  Interactive Computing Systems},
  pages = {73--84},
  year = {2016},
  organization = {ACM}
}
@inproceedings{rijn2013,
  author = {van Rijn, J. and Bischl, B. and Torgo, L. and Gao, G. and
		  Umaashankar, V. and Fischer, S. and Winter, P. and
		  Wiswedel, B. and Berthold, M.R. and Vanschoren, J.},
  title = {{{OpenML}: A Collaborative Science Platform}},
  booktitle = {ECML/PKDD (3)},
  year = {2013},
  pages = {645-649},
  doi = {10.1007/978-3-642-40994-3_46},
  url = {http://www.ecmlpkdd2013.org/wp-content/uploads/2013/07/647.pdf},
  paywall = 0
}
@inproceedings{rijn2013_2,
  author = {van Rijn, J. and Umaashankar, V. and Fischer, S. and
		  Bischl, B. and Torgo, L. and Gao, B. and Winter, P. and
		  Wiswedel, B. and Berthold, M. R. and Vanschoren, J.},
  title = {{A {RapidMiner} extension for {Open Machine Learning}}},
  booktitle = {{RapidMiner} Community Meeting and Conference ({RCOMM})},
  year = {2013},
  pages = {59-70},
  isbn = {978-3-8440-2145-51},
  localpdf = {mypapers/a_rapidminer_extension_for_open_machine_learning.pdf},
  paywall = 1
}
@inproceedings{schiffner2012,
  author = {Schiffner, J. and Bischl, B. and Weihs, C.},
  editor = {Gaul, W. and Geyer-Schulz, A. and Schmidt-Thieme, L. and
		  Kunze, J.},
  title = {{Bias-variance analysis of local classification methods}},
  booktitle = {Challenges at the Interface of Data Analysis, Computer
		  Science, and Optimization},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  year = {2012},
  publisher = {Springer},
  address = {Berlin Heidelberg},
  pages = {49--57},
  doi = {10.1007/978-3-642-24466-7_6},
  localpdf = {mypapers/bias_variance_analysis_of_local_classification_methods.pdf},
  paywall = 1
}
@inproceedings{szepannek2007,
  author = {Szepannek, G. and Bischl, B. and Weihs, C.},
  title = {{On the Combination of Locally Optimal Pairwise
		  Classifiers}},
  booktitle = {Machine Learning and Data Mining in Pattern Recognition},
  series = {Lecture Notes in Computer Science},
  year = {2007},
  publisher = {Springer},
  address = {Berlin Heidelberg},
  volume = {4571},
  pages = {104--116},
  doi = {10.1007/978-3-540-73499-4_9},
  url = {http://link.springer.com/chapter/10.1007%2F978-3-540-73499-4_9},
  localpdf = {mypapers/on_the_combination_of_locally_optimal_pairwise_classifiers_1.pdf},
  paywall = 1
}
@inproceedings{szepannek2010,
  author = {Szepannek, G. and Gruhne, M. and Bischl, B. and Krey, S.
		  and Harczos, T. and Klefenz, F. and Dittmar, C. and Weihs,
		  C.},
  editor = {Locarek-Junge, H. and Weihs, C.},
  title = {{Perceptually Based Phoneme Recognition in Popular Music}},
  booktitle = {Classification as a Tool for Research},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  year = {2010},
  publisher = {Springer},
  address = {Berlin Heidelberg},
  volume = {40},
  pages = {751--758},
  doi = {10.1007/978-3-642-10745-0_83},
  url = {http://link.springer.com/chapter/10.1007%2F978-3-642-10745-0_83},
  localpdf = {mypapers/perceptually_based_phoneme_recognition_in_popular_music.pdf},
  paywall = 1
}
@incollection{vatolkin2014,
  author = {Vatolkin, I. and Bischl, B. and Rudolph, G. and Weihs,
		  C.},
  title = {{Statistical Comparison of Classifiers for Multi-objective
		  Feature Selection in Instrument Recognition}},
  booktitle = {Data Analysis, Machine Learning and Knowledge Discovery},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  editor = {Spiliopoulou, M. and Schmidt-Thieme, L. and Janning, R.},
  url = {http://dx.doi.org/10.1007/978-3-319-01595-8_19},
  year = {2014},
  publisher = {Springer},
  pages = {171-178},
  doi = {10.1007/978-3-319-01595-8_19},
  isbn = {978-3-319-01594-1},
  localpdf = {mypapers/statistical_comparison_of_classifiers_for_multi_objective_feature_selection_in_instrument_recognition.pdf},
  paywall = 1
}
@inproceedings{weihs2010,
  author = {Weihs, C. and Mersmann O. and Bischl, B. and Fritsch, A.
		  and Trautmann, H. and Karbach, T.-M. and Spaan, B.},
  title = {{A Case Study on the Use of Statistical Classification
		  Methods in Particle Physics}},
  booktitle = {MSDM2010, Tunis},
  year = {2010},
  url = {http://link.springer.com/content/pdf/10.1007/978-3-642-24466-7_8.pdf},
  paywall = 1
}
@inproceedings{weihs2011,
  author = {Weihs, C. and Friedrichs, K and Bischl, B.},
  title = {{Statistics for hearing aids: Auralization}},
  booktitle = {Second Bilateral German-Polish Symposium on Data Analysis
		  and its Applications (GPSDAA)},
  year = {2011},
  localpdf = {mypapers/statistics_for_hearing_aids_auralization.pdf},
  paywall = 1
}
@inproceedings{weihs2012,
  author = {Weihs, C. and Mersmann, O. and Bischl, B. and Fritsch, A.
		  and Trautmann, H. and Karbach, T.M. and Spaan, B.},
  editor = {Gaul, W. and Geyer-Schulz, A. and Schmidt-Thieme, L. and
		  Kunze, J.},
  title = {{A Case Study on the Use of Statistical Classification
		  Methods in Particle Physics}},
  booktitle = {Challenges at the Interface of Data Analysis, Computer
		  Science, and Optimization},
  series = {Studies in Classification, Data Analysis, and Knowledge
		  Organization},
  year = {2012},
  publisher = {Springer},
  address = {Berlin Heidelberg},
  pages = {69--77},
  doi = {10.1007/978-3-642-24466-7_8},
  paywall = 1
}