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
}