BibTeX records: Karsten M. Borgwardt

download as .bib file

@article{DBLP:journals/bioinformatics/SugiyamaGLB18,
  author    = {Mahito Sugiyama and
               M. Elisabetta Ghisu and
               Felipe Llinares{-}L{\'{o}}pez and
               Karsten M. Borgwardt},
  title     = {graphkernels: {R} and Python packages for graph comparison},
  journal   = {Bioinformatics},
  volume    = {34},
  number    = {3},
  pages     = {530--532},
  year      = {2018},
  url       = {https://doi.org/10.1093/bioinformatics/btx602},
  doi       = {10.1093/bioinformatics/btx602},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/SugiyamaGLB18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BockGMRRB18,
  author    = {Christian Bock and
               Thomas Gumbsch and
               Michael Moor and
               Bastian Rieck and
               Damian Roqueiro and
               Karsten M. Borgwardt},
  title     = {Association mapping in biomedical time series via statistically significant
               shapelet mining},
  journal   = {Bioinformatics},
  volume    = {34},
  number    = {13},
  pages     = {i438--i446},
  year      = {2018},
  url       = {https://doi.org/10.1093/bioinformatics/bty246},
  doi       = {10.1093/bioinformatics/bty246},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/BockGMRRB18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HeFB18,
  author    = {Xiao He and
               Lukas Folkman and
               Karsten M. Borgwardt},
  title     = {Kernelized rank learning for personalized drug recommendation},
  journal   = {Bioinformatics},
  volume    = {34},
  number    = {16},
  pages     = {2808--2816},
  year      = {2018},
  url       = {https://doi.org/10.1093/bioinformatics/bty132},
  doi       = {10.1093/bioinformatics/bty132},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/HeFB18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/TogninalliRIB18,
  author    = {Matteo Togninalli and
               Damian Roqueiro and
               COPDGene Investigators and
               Karsten M. Borgwardt},
  title     = {Accurate and adaptive imputation of summary statistics in mixed-ethnicity
               cohorts},
  journal   = {Bioinformatics},
  volume    = {34},
  number    = {17},
  pages     = {i687--i696},
  year      = {2018},
  url       = {https://doi.org/10.1093/bioinformatics/bty596},
  doi       = {10.1093/bioinformatics/bty596},
  timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/TogninalliRIB18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/LiHB18,
  author    = {Limin Li and
               Xiao He and
               Karsten M. Borgwardt},
  title     = {Multi-target drug repositioning by bipartite block-wise sparse multi-task
               learning},
  journal   = {{BMC} Systems Biology},
  volume    = {12},
  number    = {4},
  pages     = {85--97},
  year      = {2018},
  url       = {https://doi.org/10.1186/s12918-018-0569-7},
  doi       = {10.1186/s12918-018-0569-7},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bmcsb/LiHB18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/TogninalliSMFNW18,
  author    = {Matteo Togninalli and
               {\"{U}}mit Seren and
               Dazhe Meng and
               Joffrey Fitz and
               Magnus Nordborg and
               Detlef Weigel and
               Karsten M. Borgwardt and
               Arthur Korte and
               Dominik Grimm},
  title     = {The AraGWAS Catalog: a curated and standardized Arabidopsis thaliana
               {GWAS} catalog},
  journal   = {Nucleic Acids Research},
  volume    = {46},
  number    = {Database-Issue},
  pages     = {D1150--D1156},
  year      = {2018},
  url       = {https://doi.org/10.1093/nar/gkx954},
  doi       = {10.1093/nar/gkx954},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/nar/TogninalliSMFNW18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09764,
  author    = {Bastian Rieck and
               Matteo Togninalli and
               Christian Bock and
               Michael Moor and
               Max Horn and
               Thomas Gumbsch and
               Karsten M. Borgwardt},
  title     = {Neural Persistence: {A} Complexity Measure for Deep Neural Networks
               Using Algebraic Topology},
  journal   = {CoRR},
  volume    = {abs/1812.09764},
  year      = {2018},
  url       = {http://arxiv.org/abs/1812.09764},
  archivePrefix = {arXiv},
  eprint    = {1812.09764},
  timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1812-09764},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/Llinares-LopezP17,
  author    = {Felipe Llinares{-}L{\'{o}}pez and
               Laetitia Papaxanthos and
               Dean A. Bodenham and
               Damian Roqueiro and
               COPDGene Investigators and
               Karsten M. Borgwardt},
  title     = {Genome-wide genetic heterogeneity discovery with categorical covariates},
  journal   = {Bioinformatics},
  volume    = {33},
  number    = {12},
  pages     = {1820--1828},
  year      = {2017},
  url       = {https://doi.org/10.1093/bioinformatics/btx071},
  doi       = {10.1093/bioinformatics/btx071},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/Llinares-LopezP17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/SerenGFWNBK17,
  author    = {{\"{U}}mit Seren and
               Dominik Grimm and
               Joffrey Fitz and
               Detlef Weigel and
               Magnus Nordborg and
               Karsten M. Borgwardt and
               Arthur Korte},
  title     = {AraPheno: a public database for Arabidopsis thaliana phenotypes},
  journal   = {Nucleic Acids Research},
  volume    = {45},
  number    = {Database-Issue},
  pages     = {D1054--D1059},
  year      = {2017},
  url       = {https://doi.org/10.1093/nar/gkw986},
  doi       = {10.1093/nar/gkw986},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/nar/SerenGFWNBK17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeGRB17,
  author    = {Xiao He and
               Thomas Gumbsch and
               Damian Roqueiro and
               Karsten M. Borgwardt},
  title     = {Kernel Conditional Clustering},
  booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
               New Orleans, LA, USA, November 18-21, 2017},
  pages     = {157--166},
  year      = {2017},
  crossref  = {DBLP:conf/icdm/2017},
  url       = {https://doi.org/10.1109/ICDM.2017.25},
  doi       = {10.1109/ICDM.2017.25},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/HeGRB17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeLRB17,
  author    = {Xiao He and
               Limin Li and
               Damian Roqueiro and
               Karsten M. Borgwardt},
  title     = {Multi-view Spectral Clustering on Conflicting Views},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
               Part {II}},
  pages     = {826--842},
  year      = {2017},
  crossref  = {DBLP:conf/pkdd/2017-2},
  url       = {https://doi.org/10.1007/978-3-319-71246-8\_50},
  doi       = {10.1007/978-3-319-71246-8\_50},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/HeLRB17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SugiyamaB17,
  author    = {Mahito Sugiyama and
               Karsten M. Borgwardt},
  title     = {Significant Pattern Mining on Continuous Variables},
  journal   = {CoRR},
  volume    = {abs/1702.08694},
  year      = {2017},
  url       = {http://arxiv.org/abs/1702.08694},
  archivePrefix = {arXiv},
  eprint    = {1702.08694},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SugiyamaB17},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PapaxanthosLBB16,
  author    = {Laetitia Papaxanthos and
               Felipe Llinares{-}L{\'{o}}pez and
               Dean A. Bodenham and
               Karsten M. Borgwardt},
  title     = {Finding significant combinations of features in the presence of categorical
               covariates},
  booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
               on Neural Information Processing Systems 2016, December 5-10, 2016,
               Barcelona, Spain},
  pages     = {2271--2279},
  year      = {2016},
  crossref  = {DBLP:conf/nips/2016},
  url       = {http://papers.nips.cc/paper/6345-finding-significant-combinations-of-features-in-the-presence-of-categorical-covariates},
  timestamp = {Fri, 03 Mar 2017 14:59:41 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/PapaxanthosLBB16},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/Llinares-LopezG15,
  author    = {Felipe Llinares{-}L{\'{o}}pez and
               Dominik Grimm and
               Dean A. Bodenham and
               Udo Gieraths and
               Mahito Sugiyama and
               Beth Rowan and
               Karsten M. Borgwardt},
  title     = {Genome-wide detection of intervals of genetic heterogeneity associated
               with complex traits},
  journal   = {Bioinformatics},
  volume    = {31},
  number    = {12},
  pages     = {240--249},
  year      = {2015},
  url       = {https://doi.org/10.1093/bioinformatics/btv263},
  doi       = {10.1093/bioinformatics/btv263},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/Llinares-LopezG15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RoqueiroWATMB15,
  author    = {Damian Roqueiro and
               Menno J. Witteveen and
               Verneri Anttila and
               Gisela M. Terwindt and
               Arn M. J. M. van den Maagdenberg and
               Karsten M. Borgwardt},
  title     = {\emph{In silico} phenotyping via co-training for improved phenotype
               prediction from genotype},
  journal   = {Bioinformatics},
  volume    = {31},
  number    = {12},
  pages     = {303--310},
  year      = {2015},
  url       = {https://doi.org/10.1093/bioinformatics/btv254},
  doi       = {10.1093/bioinformatics/btv254},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/RoqueiroWATMB15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Llinares-LopezS15,
  author    = {Felipe Llinares{-}L{\'{o}}pez and
               Mahito Sugiyama and
               Laetitia Papaxanthos and
               Karsten M. Borgwardt},
  title     = {Fast and Memory-Efficient Significant Pattern Mining via Permutation
               Testing},
  booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
               10-13, 2015},
  pages     = {725--734},
  year      = {2015},
  crossref  = {DBLP:conf/kdd/2015},
  url       = {https://doi.org/10.1145/2783258.2783363},
  doi       = {10.1145/2783258.2783363},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/Llinares-LopezS15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SugiyamaB15,
  author    = {Mahito Sugiyama and
               Karsten M. Borgwardt},
  title     = {Halting in Random Walk Kernels},
  booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
               on Neural Information Processing Systems 2015, December 7-12, 2015,
               Montreal, Quebec, Canada},
  pages     = {1639--1647},
  year      = {2015},
  crossref  = {DBLP:conf/nips/2015},
  url       = {http://papers.nips.cc/paper/5688-halting-in-random-walk-kernels},
  timestamp = {Fri, 08 Apr 2016 19:32:52 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/SugiyamaB15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SugiyamaLKB15,
  author    = {Mahito Sugiyama and
               Felipe Llinares{-}L{\'{o}}pez and
               Niklas Kasenburg and
               Karsten M. Borgwardt},
  title     = {Significant Subgraph Mining with Multiple Testing Correction},
  booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
               Vancouver, BC, Canada, April 30 - May 2, 2015},
  pages     = {37--45},
  year      = {2015},
  crossref  = {DBLP:conf/sdm/2015},
  url       = {https://doi.org/10.1137/1.9781611974010.5},
  doi       = {10.1137/1.9781611974010.5},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/sdm/SugiyamaLKB15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Llinares-LopezP15,
  author    = {Felipe Llinares{-}L{\'{o}}pez and
               Laetitia Papaxanthos and
               Dean A. Bodenham and
               Karsten M. Borgwardt},
  title     = {Searching for significant patterns in stratified data},
  journal   = {CoRR},
  volume    = {abs/1508.05803},
  year      = {2015},
  url       = {http://arxiv.org/abs/1508.05803},
  archivePrefix = {arXiv},
  eprint    = {1508.05803},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/Llinares-LopezP15},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SugiyamaAGKB14,
  author    = {Mahito Sugiyama and
               Chlo{\'{e}}{-}Agathe Azencott and
               Dominik Grimm and
               Yoshinobu Kawahara and
               Karsten M. Borgwardt},
  title     = {Multi-Task Feature Selection on Multiple Networks via Maximum Flows},
  booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
               Philadelphia, Pennsylvania, USA, April 24-26, 2014},
  pages     = {199--207},
  year      = {2014},
  crossref  = {DBLP:conf/sdm/2014},
  url       = {https://doi.org/10.1137/1.9781611973440.23},
  doi       = {10.1137/1.9781611973440.23},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/sdm/SugiyamaAGKB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SugiyamaLKB14,
  author    = {Mahito Sugiyama and
               Felipe Llinares{-}L{\'{o}}pez and
               Niklas Kasenburg and
               Karsten M. Borgwardt},
  title     = {Significant Subgraph Mining with Multiple Testing Correction},
  journal   = {CoRR},
  volume    = {abs/1407.0316},
  year      = {2014},
  url       = {http://arxiv.org/abs/1407.0316},
  archivePrefix = {arXiv},
  eprint    = {1407.0316},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/SugiyamaLKB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LlinaresSB14,
  author    = {Felipe Llinares and
               Mahito Sugiyama and
               Karsten M. Borgwardt},
  title     = {Identifying Higher-order Combinations of Binary Features},
  journal   = {CoRR},
  volume    = {abs/1407.1176},
  year      = {2014},
  url       = {http://arxiv.org/abs/1407.1176},
  archivePrefix = {arXiv},
  eprint    = {1407.1176},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/LlinaresSB14},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RakitschLSB13,
  author    = {Barbara Rakitsch and
               Christoph Lippert and
               Oliver Stegle and
               Karsten M. Borgwardt},
  title     = {A Lasso multi-marker mixed model for association mapping with population
               structure correction},
  journal   = {Bioinformatics},
  volume    = {29},
  number    = {2},
  pages     = {206--214},
  year      = {2013},
  url       = {https://doi.org/10.1093/bioinformatics/bts669},
  doi       = {10.1093/bioinformatics/bts669},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/RakitschLSB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/FusiLBLS13,
  author    = {Nicol{\'{o}} Fusi and
               Christoph Lippert and
               Karsten M. Borgwardt and
               Neil D. Lawrence and
               Oliver Stegle},
  title     = {Detecting regulatory gene-environment interactions with unmeasured
               environmental factors},
  journal   = {Bioinformatics},
  volume    = {29},
  number    = {11},
  pages     = {1382--1389},
  year      = {2013},
  url       = {https://doi.org/10.1093/bioinformatics/btt148},
  doi       = {10.1093/bioinformatics/btt148},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/FusiLBLS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/AzencottGSKB13,
  author    = {Chlo{\'{e}}{-}Agathe Azencott and
               Dominik Grimm and
               Mahito Sugiyama and
               Yoshinobu Kawahara and
               Karsten M. Borgwardt},
  title     = {Efficient network-guided multi-locus association mapping with graph
               cuts},
  journal   = {Bioinformatics},
  volume    = {29},
  number    = {13},
  pages     = {171--179},
  year      = {2013},
  url       = {https://doi.org/10.1093/bioinformatics/btt238},
  doi       = {10.1093/bioinformatics/btt238},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/AzencottGSKB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SugiyamaB13,
  author    = {Mahito Sugiyama and
               Karsten M. Borgwardt},
  title     = {Measuring Statistical Dependence via the Mutual Information Dimension},
  booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
               on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  pages     = {1692--1698},
  year      = {2013},
  crossref  = {DBLP:conf/ijcai/2013},
  url       = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6844},
  timestamp = {Wed, 20 Jul 2016 15:16:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/SugiyamaB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/FeragenPGDPBB13,
  author    = {Aasa Feragen and
               Jens Petersen and
               Dominik Grimm and
               Asger Dirksen and
               Jesper Johannes Holst Pedersen and
               Karsten M. Borgwardt and
               Marleen de Bruijne},
  title     = {Geometric Tree Kernels: Classification of {COPD} from Airway Tree
               Geometry},
  booktitle = {Information Processing in Medical Imaging - 23rd International Conference,
               {IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
  pages     = {171--183},
  year      = {2013},
  crossref  = {DBLP:conf/ipmi/2013},
  url       = {https://doi.org/10.1007/978-3-642-38868-2\_15},
  doi       = {10.1007/978-3-642-38868-2\_15},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ipmi/FeragenPGDPBB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FeragenKPBB13,
  author    = {Aasa Feragen and
               Niklas Kasenburg and
               Jens Petersen and
               Marleen de Bruijne and
               Karsten M. Borgwardt},
  title     = {Scalable kernels for graphs with continuous attributes},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States.},
  pages     = {216--224},
  year      = {2013},
  crossref  = {DBLP:conf/nips/2013},
  url       = {http://papers.nips.cc/paper/5155-scalable-kernels-for-graphs-with-continuous-attributes},
  timestamp = {Fri, 31 Jan 2014 12:11:40 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/FeragenKPBB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SugiyamaB13,
  author    = {Mahito Sugiyama and
               Karsten M. Borgwardt},
  title     = {Rapid Distance-Based Outlier Detection via Sampling},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States.},
  pages     = {467--475},
  year      = {2013},
  crossref  = {DBLP:conf/nips/2013},
  url       = {http://papers.nips.cc/paper/5127-rapid-distance-based-outlier-detection-via-sampling},
  timestamp = {Fri, 31 Jan 2014 12:11:40 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/SugiyamaB13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RakitschLBS13,
  author    = {Barbara Rakitsch and
               Christoph Lippert and
               Karsten M. Borgwardt and
               Oliver Stegle},
  title     = {It is all in the noise: Efficient multi-task Gaussian process inference
               with structured residuals},
  booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States.},
  pages     = {1466--1474},
  year      = {2013},
  crossref  = {DBLP:conf/nips/2013},
  url       = {http://papers.nips.cc/paper/5089-it-is-all-in-the-noise-efficient-multi-task-gaussian-process-inference-with-structured-residuals},
  timestamp = {Fri, 31 Jan 2014 12:11:40 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/RakitschLBS13},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-7390,
  author    = {Aasa Feragen and
               Jens Petersen and
               Dominik Grimm and
               Asger Dirksen and
               Jesper Johannes Holst Pedersen and
               Karsten M. Borgwardt and
               Marleen de Bruijne},
  title     = {Geometric tree kernels: Classification of {COPD} from airway tree
               geometry},
  journal   = {CoRR},
  volume    = {abs/1303.7390},
  year      = {2013},
  url       = {http://arxiv.org/abs/1303.7390},
  archivePrefix = {arXiv},
  eprint    = {1303.7390},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1303-7390},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KaraletsosSDWB12,
  author    = {Theofanis Karaletsos and
               Oliver Stegle and
               Christine Dreyer and
               John M. Winn and
               Karsten M. Borgwardt},
  title     = {ShapePheno: unsupervised extraction of shape phenotypes from biological
               image collections},
  journal   = {Bioinformatics},
  volume    = {28},
  number    = {7},
  pages     = {1001--1008},
  year      = {2012},
  url       = {https://doi.org/10.1093/bioinformatics/bts081},
  doi       = {10.1093/bioinformatics/bts081},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/KaraletsosSDWB12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GrettonBRSS12,
  author    = {Arthur Gretton and
               Karsten M. Borgwardt and
               Malte J. Rasch and
               Bernhard Sch{\"{o}}lkopf and
               Alexander J. Smola},
  title     = {A Kernel Two-Sample Test},
  journal   = {Journal of Machine Learning Research},
  volume    = {13},
  pages     = {723--773},
  year      = {2012},
  url       = {http://dl.acm.org/citation.cfm?id=2188410},
  timestamp = {Thu, 03 May 2012 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/GrettonBRSS12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SongSGBB12,
  author    = {Le Song and
               Alexander J. Smola and
               Arthur Gretton and
               Justin Bedo and
               Karsten M. Borgwardt},
  title     = {Feature Selection via Dependence Maximization},
  journal   = {Journal of Machine Learning Research},
  volume    = {13},
  pages     = {1393--1434},
  year      = {2012},
  url       = {http://dl.acm.org/citation.cfm?id=2343691},
  timestamp = {Thu, 07 May 2015 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/SongSGBB12},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-4788,
  author    = {Dominik Grimm and
               Bastian Greshake and
               Stefan Kleeberger and
               Christoph Lippert and
               Oliver Stegle and
               Bernhard Sch{\"{o}}lkopf and
               Detlef Weigel and
               Karsten M. Borgwardt},
  title     = {easyGWAS: An integrated interspecies platform for performing genome-wide
               association studies},
  journal   = {CoRR},
  volume    = {abs/1212.4788},
  year      = {2012},
  url       = {http://arxiv.org/abs/1212.4788},
  archivePrefix = {arXiv},
  eprint    = {1212.4788},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1212-4788},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/Kam-ThongPKMB11,
  author    = {Tony Kam{-}Thong and
               Benno P{\"{u}}tz and
               Nazanin Karbalai and
               Bertram M{\"{u}}ller{-}Myhsok and
               Karsten M. Borgwardt},
  title     = {Epistasis detection on quantitative phenotypes by exhaustive enumeration
               using GPUs},
  journal   = {Bioinformatics {[ISMB/ECCB]}},
  volume    = {27},
  number    = {13},
  pages     = {214--221},
  year      = {2011},
  url       = {https://doi.org/10.1093/bioinformatics/btr218},
  doi       = {10.1093/bioinformatics/btr218},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/Kam-ThongPKMB11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiRB11,
  author    = {Limin Li and
               Barbara Rakitsch and
               Karsten M. Borgwardt},
  title     = {ccSVM: correcting Support Vector Machines for confounding factors
               in biological data classification},
  journal   = {Bioinformatics {[ISMB/ECCB]}},
  volume    = {27},
  number    = {13},
  pages     = {342--348},
  year      = {2011},
  url       = {https://doi.org/10.1093/bioinformatics/btr204},
  doi       = {10.1093/bioinformatics/btr204},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/LiRB11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/KlotzbucherKSSMWB11,
  author    = {Karin Klotzb{\"{u}}cher and
               Yasushi Kobayashi and
               Nino Shervashidze and
               Oliver Stegle and
               Bertram M{\"{u}}ller{-}Myhsok and
               Detlef Weigel and
               Karsten M. Borgwardt},
  title     = {Efficient branch-and-bound techniques for two-locus association mapping},
  journal   = {{BMC} Bioinformatics},
  volume    = {12},
  number    = {{S-11}},
  pages     = {A3},
  year      = {2011},
  url       = {https://doi.org/10.1186/1471-2105-12-S11-A3},
  doi       = {10.1186/1471-2105-12-S11-A3},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bmcbi/KlotzbucherKSSMWB11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShervashidzeSLMB11,
  author    = {Nino Shervashidze and
               Pascal Schweitzer and
               Erik Jan van Leeuwen and
               Kurt Mehlhorn and
               Karsten M. Borgwardt},
  title     = {Weisfeiler-Lehman Graph Kernels},
  journal   = {Journal of Machine Learning Research},
  volume    = {12},
  pages     = {2539--2561},
  year      = {2011},
  url       = {http://dl.acm.org/citation.cfm?id=2078187},
  timestamp = {Thu, 03 May 2012 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/ShervashidzeSLMB11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BlockeelBRDKY11,
  author    = {Hendrik Blockeel and
               Karsten M. Borgwardt and
               Luc De Raedt and
               Pedro M. Domingos and
               Kristian Kersting and
               Xifeng Yan},
  title     = {Guest editorial to the special issue on inductive logic programming,
               mining and learning in graphs and statistical relational learning},
  journal   = {Machine Learning},
  volume    = {83},
  number    = {2},
  pages     = {133--135},
  year      = {2011},
  url       = {https://doi.org/10.1007/s10994-010-5195-6},
  doi       = {10.1007/s10994-010-5195-6},
  timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/ml/BlockeelBRDKY11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AchlioptasSB11,
  author    = {Panagiotis Achlioptas and
               Bernhard Sch{\"{o}}lkopf and
               Karsten M. Borgwardt},
  title     = {Two-locus association mapping in subquadratic time},
  booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
               2011},
  pages     = {726--734},
  year      = {2011},
  crossref  = {DBLP:conf/kdd/2011},
  url       = {https://doi.org/10.1145/2020408.2020521},
  doi       = {10.1145/2020408.2020521},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/AchlioptasSB11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StegleLMLB11,
  author    = {Oliver Stegle and
               Christoph Lippert and
               Joris M. Mooij and
               Neil D. Lawrence and
               Karsten M. Borgwardt},
  title     = {Efficient inference in matrix-variate Gaussian models with {\textbackslash}iid
               observation noise},
  booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
               Conference on Neural Information Processing Systems 2011. Proceedings
               of a meeting held 12-14 December 2011, Granada, Spain.},
  pages     = {630--638},
  year      = {2011},
  crossref  = {DBLP:conf/nips/2011},
  url       = {http://papers.nips.cc/paper/4281-efficient-inference-in-matrix-variate-gaussian-models-with-iid-observation-noise},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/StegleLMLB11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/Borgwardt11,
  author    = {Karsten M. Borgwardt},
  title     = {Kernel Methods in Bioinformatics},
  booktitle = {Handbook of Statistical Bioinformatics.},
  pages     = {317--334},
  year      = {2011},
  crossref  = {DBLP:books/daglib/0026799},
  url       = {https://doi.org/10.1007/978-3-642-16345-6\_15},
  doi       = {10.1007/978-3-642-16345-6\_15},
  timestamp = {Wed, 14 Nov 2018 10:12:21 +0100},
  biburl    = {https://dblp.org/rec/bib/books/daglib/p/Borgwardt11},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LippertGB10,
  author    = {Christoph Lippert and
               Zoubin Ghahramani and
               Karsten M. Borgwardt},
  title     = {Gene function prediction from synthetic lethality networks via ranking
               on demand},
  journal   = {Bioinformatics},
  volume    = {26},
  number    = {7},
  pages     = {912--918},
  year      = {2010},
  url       = {https://doi.org/10.1093/bioinformatics/btq053},
  doi       = {10.1093/bioinformatics/btq053},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/bioinformatics/LippertGB10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/StegleDCWGB10,
  author    = {Oliver Stegle and
               Katherine J. Denby and
               Emma J. Cooke and
               David L. Wild and
               Zoubin Ghahramani and
               Karsten M. Borgwardt},
  title     = {A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential
               Gene Expression in Microarray Time Series},
  journal   = {Journal of Computational Biology},
  volume    = {17},
  number    = {3},
  pages     = {355--367},
  year      = {2010},
  url       = {https://doi.org/10.1089/cmb.2009.0175},
  doi       = {10.1089/cmb.2009.0175},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/jcb/StegleDCWGB10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VishwanathanSKB10,
  author    = {S. V. N. Vishwanathan and
               Nicol N. Schraudolph and
               Risi Kondor and
               Karsten M. Borgwardt},
  title     = {Graph Kernels},
  journal   = {Journal of Machine Learning Research},
  volume    = {11},
  pages     = {1201--1242},
  year      = {2010},
  url       = {http://portal.acm.org/citation.cfm?id=1859891},
  timestamp = {Tue, 19 Feb 2013 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/VishwanathanSKB10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/Camps-VallsSB10,
  author    = {Gustavo Camps{-}Valls and
               Nino Shervashidze and
               Karsten M. Borgwardt},
  title     = {Spatio-Spectral Remote Sensing Image Classification With Graph Kernels},
  journal   = {{IEEE} Geosci. Remote Sensing Lett.},
  volume    = {7},
  number    = {4},
  pages     = {741--745},
  year      = {2010},
  url       = {https://doi.org/10.1109/LGRS.2010.2046618},
  doi       = {10.1109/LGRS.2010.2046618},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/lgrs/Camps-VallsSB10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ThomaCGHKSSYYB10,
  author    = {Marisa Thoma and
               Hong Cheng and
               Arthur Gretton and
               Jiawei Han and
               Hans{-}Peter Kriegel and
               Alexander J. Smola and
               Le Song and
               Philip S. Yu and
               Xifeng Yan and
               Karsten M. Borgwardt},
  title     = {Discriminative frequent subgraph mining with optimality guarantees},
  journal   = {Statistical Analysis and Data Mining},
  volume    = {3},
  number    = {5},
  pages     = {302--318},
  year      = {2010},
  url       = {https://doi.org/10.1002/sam.10084},
  doi       = {10.1002/sam.10084},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/sadm/ThomaCGHKSSYYB10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/WackersreutherW10,
  author    = {Bianca Wackersreuther and
               Peter Wackersreuther and
               Annahita Oswald and
               Christian B{\"{o}}hm and
               Karsten M. Borgwardt},
  title     = {Frequent subgraph discovery in dynamic networks},
  booktitle = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
               {MLG} '10, Washington, D.C., USA, July 24-25, 2010},
  pages     = {155--162},
  year      = {2010},
  crossref  = {DBLP:conf/mlg/2010},
  url       = {https://doi.org/10.1145/1830252.1830272},
  doi       = {10.1145/1830252.1830272},
  timestamp = {Tue, 06 Nov 2018 16:58:01 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlg/WackersreutherW10},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcb/StegleDWMMGB09,
  author    = {Oliver Stegle and
               Katherine J. Denby and
               David L. Wild and
               Stuart McHattie and
               Andrew Meade and
               Zoubin Ghahramani and
               Karsten M. Borgwardt},
  title     = {Discovering Temporal Patterns of Differential Gene Expression in Microarray
               Time Series},
  booktitle = {German Conference on Bioinformatics 2009, 28th to 30th September 2009,
               Martin Luther University Halle-Wittenberg, Germany},
  pages     = {133--142},
  year      = {2009},
  crossref  = {DBLP:conf/gcb/2009},
  url       = {http://subs.emis.de/LNI/Proceedings/Proceedings157/article5378.html},
  timestamp = {Tue, 15 Mar 2016 11:26:11 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/gcb/StegleDWMMGB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KondorSB09,
  author    = {Risi Kondor and
               Nino Shervashidze and
               Karsten M. Borgwardt},
  title     = {The graphlet spectrum},
  booktitle = {Proceedings of the 26th Annual International Conference on Machine
               Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
  pages     = {529--536},
  year      = {2009},
  crossref  = {DBLP:conf/icml/2009},
  url       = {https://doi.org/10.1145/1553374.1553443},
  doi       = {10.1145/1553374.1553443},
  timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/KondorSB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShervashidzeB09,
  author    = {Nino Shervashidze and
               Karsten M. Borgwardt},
  title     = {Fast subtree kernels on graphs},
  booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
               Conference on Neural Information Processing Systems 2009. Proceedings
               of a meeting held 7-10 December 2009, Vancouver, British Columbia,
               Canada.},
  pages     = {1660--1668},
  year      = {2009},
  crossref  = {DBLP:conf/nips/2009},
  url       = {http://papers.nips.cc/paper/3813-fast-subtree-kernels-on-graphs},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/ShervashidzeB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/StegleDWGB09,
  author    = {Oliver Stegle and
               Katherine J. Denby and
               David L. Wild and
               Zoubin Ghahramani and
               Karsten M. Borgwardt},
  title     = {A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential
               Gene Expression in Microarray Time Series},
  booktitle = {Research in Computational Molecular Biology, 13th Annual International
               Conference, {RECOMB} 2009, Tucson, AZ, USA, May 18-21, 2009. Proceedings},
  pages     = {201--216},
  year      = {2009},
  crossref  = {DBLP:conf/recomb/2009},
  url       = {https://doi.org/10.1007/978-3-642-02008-7\_14},
  doi       = {10.1007/978-3-642-02008-7\_14},
  timestamp = {Thu, 25 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recomb/StegleDWGB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ThomaCGHKSSYYB09,
  author    = {Marisa Thoma and
               Hong Cheng and
               Arthur Gretton and
               Jiawei Han and
               Hans{-}Peter Kriegel and
               Alexander J. Smola and
               Le Song and
               Philip S. Yu and
               Xifeng Yan and
               Karsten M. Borgwardt},
  title     = {Near-optimal Supervised Feature Selection among Frequent Subgraphs},
  booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
               {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
  pages     = {1076--1087},
  year      = {2009},
  crossref  = {DBLP:conf/sdm/2009},
  url       = {https://doi.org/10.1137/1.9781611972795.92},
  doi       = {10.1137/1.9781611972795.92},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/sdm/ThomaCGHKSSYYB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LippertSGB09,
  author    = {Christoph Lippert and
               Oliver Stegle and
               Zoubin Ghahramani and
               Karsten M. Borgwardt},
  title     = {A kernel method for unsupervised structured network inference},
  booktitle = {Proceedings of the Twelfth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
               USA, April 16-18, 2009},
  pages     = {368--375},
  year      = {2009},
  crossref  = {DBLP:conf/aistats/2009},
  url       = {http://www.jmlr.org/proceedings/papers/v5/lippert09a.html},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/LippertSGB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ShervashidzeVPMB09,
  author    = {Nino Shervashidze and
               S. V. N. Vishwanathan and
               Tobias Petri and
               Kurt Mehlhorn and
               Karsten M. Borgwardt},
  title     = {Efficient graphlet kernels for large graph comparison},
  booktitle = {Proceedings of the Twelfth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
               USA, April 16-18, 2009},
  pages     = {488--495},
  year      = {2009},
  crossref  = {DBLP:conf/aistats/2009},
  url       = {http://www.jmlr.org/proceedings/papers/v5/shervashidze09a.html},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/jmlr/ShervashidzeVPMB09},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0906-4032,
  author    = {Karsten M. Borgwardt and
               Zoubin Ghahramani},
  title     = {Bayesian two-sample tests},
  journal   = {CoRR},
  volume    = {abs/0906.4032},
  year      = {2009},
  url       = {http://arxiv.org/abs/0906.4032},
  archivePrefix = {arXiv},
  eprint    = {0906.4032},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-0906-4032},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HublerKBG08,
  author    = {Christian H{\"{u}}bler and
               Hans{-}Peter Kriegel and
               Karsten M. Borgwardt and
               Zoubin Ghahramani},
  title     = {Metropolis Algorithms for Representative Subgraph Sampling},
  booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
               {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages     = {283--292},
  year      = {2008},
  crossref  = {DBLP:conf/icdm/2008},
  url       = {https://doi.org/10.1109/ICDM.2008.124},
  doi       = {10.1109/ICDM.2008.124},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/HublerKBG08},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KondorB08,
  author    = {Risi Kondor and
               Karsten M. Borgwardt},
  title     = {The skew spectrum of graphs},
  booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
               {(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
  pages     = {496--503},
  year      = {2008},
  crossref  = {DBLP:conf/icml/2008},
  url       = {https://doi.org/10.1145/1390156.1390219},
  doi       = {10.1145/1390156.1390219},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/KondorB08},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0805-2368,
  author    = {Arthur Gretton and
               Karsten M. Borgwardt and
               Malte J. Rasch and
               Bernhard Sch{\"{o}}lkopf and
               Alexander J. Smola},
  title     = {A Kernel Method for the Two-Sample Problem},
  journal   = {CoRR},
  volume    = {abs/0805.2368},
  year      = {2008},
  url       = {http://arxiv.org/abs/0805.2368},
  archivePrefix = {arXiv},
  eprint    = {0805.2368},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-0805-2368},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0807-0093,
  author    = {S. V. N. Vishwanathan and
               Karsten M. Borgwardt and
               Imre Risi Kondor and
               Nicol N. Schraudolph},
  title     = {Graph Kernels},
  journal   = {CoRR},
  volume    = {abs/0807.0093},
  year      = {2008},
  url       = {http://arxiv.org/abs/0807.0093},
  archivePrefix = {arXiv},
  eprint    = {0807.0093},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-0807-0093},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/de/Borgwardt2007,
  author    = {Karsten Michael Borgwardt},
  title     = {Graph kernels},
  school    = {Ludwig Maximilians University Munich, Germany},
  year      = {2007},
  url       = {http://edoc.ub.uni-muenchen.de/archive/00007169/},
  urn       = {urn:nbn:de:bvb:19-71691},
  timestamp = {Tue, 06 Dec 2016 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/phd/de/Borgwardt2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KriegelBKPSZ07,
  author    = {Hans{-}Peter Kriegel and
               Karsten M. Borgwardt and
               Peer Kr{\"{o}}ger and
               Alexey Pryakhin and
               Matthias Schubert and
               Arthur Zimek},
  title     = {Future trends in data mining},
  journal   = {Data Min. Knowl. Discov.},
  volume    = {15},
  number    = {1},
  pages     = {87--97},
  year      = {2007},
  url       = {https://doi.org/10.1007/s10618-007-0067-9},
  doi       = {10.1007/s10618-007-0067-9},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/datamine/KriegelBKPSZ07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GrettonBRSS07,
  author    = {Arthur Gretton and
               Karsten M. Borgwardt and
               Malte J. Rasch and
               Bernhard Sch{\"{o}}lkopf and
               Alexander J. Smola},
  title     = {A Kernel Approach to Comparing Distributions},
  booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
               July 22-26, 2007, Vancouver, British Columbia, Canada},
  pages     = {1637--1641},
  year      = {2007},
  crossref  = {DBLP:conf/aaai/2007},
  url       = {http://www.aaai.org/Library/AAAI/2007/aaai07-262.php},
  timestamp = {Mon, 10 Dec 2012 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/GrettonBRSS07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/Borgwardt07,
  author    = {Karsten M. Borgwardt},
  title     = {Graph Kernels},
  booktitle = {Ausgezeichnete Informatikdissertationen 2007},
  pages     = {41--50},
  year      = {2007},
  crossref  = {DBLP:conf/gi/2007diss},
  timestamp = {Sun, 14 Dec 2014 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/gi/Borgwardt07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongSGB07,
  author    = {Le Song and
               Alexander J. Smola and
               Arthur Gretton and
               Karsten M. Borgwardt},
  title     = {A dependence maximization view of clustering},
  booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
               {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  pages     = {815--822},
  year      = {2007},
  crossref  = {DBLP:conf/icml/2007},
  url       = {https://doi.org/10.1145/1273496.1273599},
  doi       = {10.1145/1273496.1273599},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/SongSGB07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongSGBB07,
  author    = {Le Song and
               Alexander J. Smola and
               Arthur Gretton and
               Karsten M. Borgwardt and
               Justin Bedo},
  title     = {Supervised feature selection via dependence estimation},
  booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
               {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  pages     = {823--830},
  year      = {2007},
  crossref  = {DBLP:conf/icml/2007},
  url       = {https://doi.org/10.1145/1273496.1273600},
  doi       = {10.1145/1273496.1273600},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/SongSGBB07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/SongBBGS07,
  author    = {Le Song and
               Justin Bedo and
               Karsten M. Borgwardt and
               Arthur Gretton and
               Alexander J. Smola},
  title     = {Gene selection via the {BAHSIC} family of algorithms},
  booktitle = {Proceedings 15th International Conference on Intelligent Systems for
               Molecular Biology {(ISMB)} {\&} 6th European Conference on Computational
               Biology (ECCB), Vienna, Austria, July 21-25, 2007},
  pages     = {490--498},
  year      = {2007},
  crossref  = {DBLP:conf/ismb/2007},
  url       = {https://doi.org/10.1093/bioinformatics/btm216},
  doi       = {10.1093/bioinformatics/btm216},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ismb/SongBBGS07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/BorgwardtPVK07,
  author    = {Karsten M. Borgwardt and
               Tobias Petri and
               S. V. N. Vishwanathan and
               Hans{-}Peter Kriegel},
  title     = {An Efficient Sampling Scheme For Comparison of Large Graphs},
  booktitle = {Mining and Learning with Graphs, {MLG} 2007, Firence, Italy, August
               1-3, 2007, Proceedings},
  year      = {2007},
  crossref  = {DBLP:conf/mlg/2007},
  url       = {http://mlg07.dsi.unifi.it/pdf/43\_Borgwardt.pdf},
  timestamp = {Wed, 12 Dec 2007 07:17:30 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlg/BorgwardtPVK07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SongSBG07,
  author    = {Le Song and
               Alexander J. Smola and
               Karsten M. Borgwardt and
               Arthur Gretton},
  title     = {Colored Maximum Variance Unfolding},
  booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
               of the Twenty-First Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  pages     = {1385--1392},
  year      = {2007},
  crossref  = {DBLP:conf/nips/2007},
  url       = {http://papers.nips.cc/paper/3307-colored-maximum-variance-unfolding},
  timestamp = {Thu, 07 May 2015 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/SongSBG07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/BorgwardtK07,
  author    = {Karsten M. Borgwardt and
               Hans{-}Peter Kriegel},
  title     = {Graph Kernels For Disease Outcome Prediction From Protein-Protein
               Interaction Networks},
  booktitle = {Biocomputing 2007, Proceedings of the Pacific Symposium, Maui, Hawaii,
               USA, 3-7 January 2007},
  pages     = {4--15},
  year      = {2007},
  crossref  = {DBLP:conf/psb/2007},
  url       = {http://psb.stanford.edu/psb-online/proceedings/psb07/borgwardt.pdf},
  timestamp = {Fri, 05 May 2017 13:11:14 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/psb/BorgwardtK07},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0704-2668,
  author    = {Le Song and
               Alexander J. Smola and
               Arthur Gretton and
               Karsten M. Borgwardt and
               Justin Bedo},
  title     = {Supervised Feature Selection via Dependence Estimation},
  journal   = {CoRR},
  volume    = {abs/0704.2668},
  year      = {2007},
  url       = {http://arxiv.org/abs/0704.2668},
  archivePrefix = {arXiv},
  eprint    = {0704.2668},
  timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-0704-2668},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/VishwanathanBGS06,
  author    = {S. V. N. Vishwanathan and
               Karsten M. Borgwardt and
               Omri Guttman and
               Alexander J. Smola},
  title     = {Kernel extrapolation},
  journal   = {Neurocomputing},
  volume    = {69},
  number    = {7-9},
  pages     = {721--729},
  year      = {2006},
  url       = {https://doi.org/10.1016/j.neucom.2005.12.113},
  doi       = {10.1016/j.neucom.2005.12.113},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/journals/ijon/VishwanathanBGS06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AssfalgBK06,
  author    = {Johannes A{\ss}falg and
               Karsten M. Borgwardt and
               Hans{-}Peter Kriegel},
  title     = {3DString: a feature string kernel for 3D object classification on
               voxelized data},
  booktitle = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
               and Knowledge Management, Arlington, Virginia, USA, November 6-11,
               2006},
  pages     = {198--207},
  year      = {2006},
  crossref  = {DBLP:conf/cikm/2006},
  url       = {https://doi.org/10.1145/1183614.1183647},
  doi       = {10.1145/1183614.1183647},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/cikm/AssfalgBK06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BorgwardtKW06,
  author    = {Karsten M. Borgwardt and
               Hans{-}Peter Kriegel and
               Peter Wackersreuther},
  title     = {Pattern Mining in Frequent Dynamic Subgraphs},
  booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
               {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages     = {818--822},
  year      = {2006},
  crossref  = {DBLP:conf/icdm/2006},
  url       = {https://doi.org/10.1109/ICDM.2006.124},
  doi       = {10.1109/ICDM.2006.124},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/BorgwardtKW06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/BorgwardtGRKSS06,
  author    = {Karsten M. Borgwardt and
               Arthur Gretton and
               Malte J. Rasch and
               Hans{-}Peter Kriegel and
               Bernhard Sch{\"{o}}lkopf and
               Alexander J. Smola},
  title     = {Integrating structured biological data by Kernel Maximum Mean Discrepancy},
  booktitle = {Proceedings 14th International Conference on Intelligent Systems for
               Molecular Biology 2006, Fortaleza, Brazil, August 6-10, 2006},
  pages     = {49--57},
  year      = {2006},
  crossref  = {DBLP:conf/ismb/2006},
  url       = {https://doi.org/10.1093/bioinformatics/btl242},
  doi       = {10.1093/bioinformatics/btl242},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ismb/BorgwardtGRKSS06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrettonBRSS06,
  author    = {Arthur Gretton and
               Karsten M. Borgwardt and
               Malte J. Rasch and
               Bernhard Sch{\"{o}}lkopf and
               Alexander J. Smola},
  title     = {A Kernel Method for the Two-Sample-Problem},
  booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
               of the Twentieth Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages     = {513--520},
  year      = {2006},
  crossref  = {DBLP:conf/nips/2006},
  url       = {http://papers.nips.cc/paper/3110-a-kernel-method-for-the-two-sample-problem},
  timestamp = {Tue, 05 Jan 2016 17:17:56 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/GrettonBRSS06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangSGBS06,
  author    = {Jiayuan Huang and
               Alexander J. Smola and
               Arthur Gretton and
               Karsten M. Borgwardt and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Correcting Sample Selection Bias by Unlabeled Data},
  booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
               of the Twentieth Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages     = {601--608},
  year      = {2006},
  crossref  = {DBLP:conf/nips/2006},
  url       = {http://papers.nips.cc/paper/3075-correcting-sample-selection-bias-by-unlabeled-data},
  timestamp = {Tue, 05 Jan 2016 17:17:56 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/HuangSGBS06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VishwanathanBS06,
  author    = {S. V. N. Vishwanathan and
               Karsten M. Borgwardt and
               Nicol N. Schraudolph},
  title     = {Fast Computation of Graph Kernels},
  booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
               of the Twentieth Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages     = {1449--1456},
  year      = {2006},
  crossref  = {DBLP:conf/nips/2006},
  url       = {http://papers.nips.cc/paper/2973-fast-computation-of-graph-kernels},
  timestamp = {Tue, 05 Jan 2016 17:17:56 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/VishwanathanBS06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/BorgwardtVK06,
  author    = {Karsten M. Borgwardt and
               S. V. N. Vishwanathan and
               Hans{-}Peter Kriegel},
  title     = {Class Prediction from Time Series Gene Expression Profiles Using Dynamical
               Systems Kernels},
  booktitle = {Biocomputing 2006, Proceedings of the Pacific Symposium, Maui, Hawaii,
               USA, 3-7 January 2006},
  pages     = {547--558},
  year      = {2006},
  crossref  = {DBLP:conf/psb/2006},
  url       = {http://psb.stanford.edu/psb-online/proceedings/psb06/borgwardt.pdf},
  timestamp = {Fri, 05 May 2017 13:11:14 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/psb/BorgwardtVK06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BorgwardtBK06,
  author    = {Karsten M. Borgwardt and
               Sebastian B{\"{o}}ttger and
               Hans{-}Peter Kriegel},
  title     = {{VGM:} visual graph mining},
  booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
               of Data, Chicago, Illinois, USA, June 27-29, 2006},
  pages     = {733--735},
  year      = {2006},
  crossref  = {DBLP:conf/sigmod/2006},
  url       = {https://doi.org/10.1145/1142473.1142570},
  doi       = {10.1145/1142473.1142570},
  timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/sigmod/BorgwardtBK06},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BorgwardtGVS05,
  author    = {Karsten M. Borgwardt and
               Omri Guttman and
               S. V. N. Vishwanathan and
               Alexander J. Smola},
  title     = {Joint Regularization},
  booktitle = {{ESANN} 2005, 13th European Symposium on Artificial Neural Networks,
               Bruges, Belgium, April 27-29, 2005, Proceedings},
  pages     = {455--460},
  year      = {2005},
  crossref  = {DBLP:conf/esann/2005},
  url       = {https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2005-90.pdf},
  timestamp = {Tue, 29 Jul 2014 17:44:34 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/BorgwardtGVS05},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BorgwardtK05,
  author    = {Karsten M. Borgwardt and
               Hans{-}Peter Kriegel},
  title     = {Shortest-Path Kernels on Graphs},
  booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
               {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
  pages     = {74--81},
  year      = {2005},
  crossref  = {DBLP:conf/icdm/2005},
  url       = {https://doi.org/10.1109/ICDM.2005.132},
  doi       = {10.1109/ICDM.2005.132},
  timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/BorgwardtK05},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/BorgwardtOSVSK05,
  author    = {Karsten M. Borgwardt and
               Cheng Soon Ong and
               Stefan Sch{\"{o}}nauer and
               S. V. N. Vishwanathan and
               Alexander J. Smola and
               Hans{-}Peter Kriegel},
  title     = {Protein function prediction via graph kernels},
  booktitle = {Proceedings Thirteenth International Conference on Intelligent Systems
               for Molecular Biology 2005, Detroit, MI, USA, 25-29 June 2005},
  pages     = {47--56},
  year      = {2005},
  crossref  = {DBLP:conf/ismb/2005},
  url       = {https://doi.org/10.1093/bioinformatics/bti1007},
  doi       = {10.1093/bioinformatics/bti1007},
  timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ismb/BorgwardtOSVSK05},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017,
  editor    = {Vijay Raghavan and
               Srinivas Aluru and
               George Karypis and
               Lucio Miele and
               Xindong Wu},
  title     = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
               New Orleans, LA, USA, November 18-21, 2017},
  publisher = {{IEEE} Computer Society},
  year      = {2017},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=8211002},
  isbn      = {978-1-5386-3835-4},
  timestamp = {Mon, 07 Jan 2019 17:17:42 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2017},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017-2,
  editor    = {Michelangelo Ceci and
               Jaakko Hollm{\'{e}}n and
               Ljupco Todorovski and
               Celine Vens and
               Saso Dzeroski},
  title     = {Machine Learning and Knowledge Discovery in Databases - European Conference,
               {ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
               Part {II}},
  series    = {Lecture Notes in Computer Science},
  volume    = {10535},
  publisher = {Springer},
  year      = {2017},
  url       = {https://doi.org/10.1007/978-3-319-71246-8},
  doi       = {10.1007/978-3-319-71246-8},
  isbn      = {978-3-319-71245-1},
  timestamp = {Tue, 02 Jan 2018 12:14:02 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/pkdd/2017-2},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2016,
  editor    = {Daniel D. Lee and
               Masashi Sugiyama and
               Ulrike von Luxburg and
               Isabelle Guyon and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 29: Annual Conference
               on Neural Information Processing Systems 2016, December 5-10, 2016,
               Barcelona, Spain},
  year      = {2016},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-29-2016},
  timestamp = {Fri, 03 Mar 2017 14:59:41 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2016},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2015,
  editor    = {Longbing Cao and
               Chengqi Zhang and
               Thorsten Joachims and
               Geoffrey I. Webb and
               Dragos D. Margineantu and
               Graham Williams},
  title     = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
               10-13, 2015},
  publisher = {{ACM}},
  year      = {2015},
  url       = {http://dl.acm.org/citation.cfm?id=2783258},
  isbn      = {978-1-4503-3664-2},
  timestamp = {Mon, 10 Aug 2015 08:09:53 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2015,
  editor    = {Corinna Cortes and
               Neil D. Lawrence and
               Daniel D. Lee and
               Masashi Sugiyama and
               Roman Garnett},
  title     = {Advances in Neural Information Processing Systems 28: Annual Conference
               on Neural Information Processing Systems 2015, December 7-12, 2015,
               Montreal, Quebec, Canada},
  year      = {2015},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-28-2015},
  timestamp = {Fri, 08 Apr 2016 19:32:52 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2015,
  editor    = {Suresh Venkatasubramanian and
               Jieping Ye},
  title     = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
               Vancouver, BC, Canada, April 30 - May 2, 2015},
  publisher = {{SIAM}},
  year      = {2015},
  url       = {https://doi.org/10.1137/1.9781611974010},
  doi       = {10.1137/1.9781611974010},
  isbn      = {978-1-61197-401-0},
  timestamp = {Wed, 17 May 2017 14:24:53 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/sdm/2015},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2014,
  editor    = {Mohammed Javeed Zaki and
               Zoran Obradovic and
               Pang{-}Ning Tan and
               Arindam Banerjee and
               Chandrika Kamath and
               Srinivasan Parthasarathy},
  title     = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
               Philadelphia, Pennsylvania, USA, April 24-26, 2014},
  publisher = {{SIAM}},
  year      = {2014},
  url       = {https://doi.org/10.1137/1.9781611973440},
  doi       = {10.1137/1.9781611973440},
  isbn      = {978-1-61197-344-0},
  timestamp = {Wed, 16 Aug 2017 06:46:44 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/sdm/2014},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2013,
  editor    = {Francesca Rossi},
  title     = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
               on Artificial Intelligence, Beijing, China, August 3-9, 2013},
  publisher = {{IJCAI/AAAI}},
  year      = {2013},
  url       = {http://ijcai.org/proceedings/2013},
  isbn      = {978-1-57735-633-2},
  timestamp = {Wed, 20 Jul 2016 15:16:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ijcai/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipmi/2013,
  editor    = {James C. Gee and
               Sarang C. Joshi and
               Kilian M. Pohl and
               William M. Wells III and
               Lilla Z{\"{o}}llei},
  title     = {Information Processing in Medical Imaging - 23rd International Conference,
               {IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {7917},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-38868-2},
  doi       = {10.1007/978-3-642-38868-2},
  isbn      = {978-3-642-38867-5},
  timestamp = {Fri, 19 May 2017 01:25:16 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ipmi/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2013,
  editor    = {Christopher J. C. Burges and
               L{\'{e}}on Bottou and
               Zoubin Ghahramani and
               Kilian Q. Weinberger},
  title     = {Advances in Neural Information Processing Systems 26: 27th Annual
               Conference on Neural Information Processing Systems 2013. Proceedings
               of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
  year      = {2013},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-26-2013},
  timestamp = {Fri, 31 Jan 2014 12:11:40 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2013},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2011,
  editor    = {Chid Apt{\'{e}} and
               Joydeep Ghosh and
               Padhraic Smyth},
  title     = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
               2011},
  publisher = {{ACM}},
  year      = {2011},
  isbn      = {978-1-4503-0813-7},
  timestamp = {Tue, 23 Aug 2011 09:25:42 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/kdd/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2011,
  editor    = {John Shawe{-}Taylor and
               Richard S. Zemel and
               Peter L. Bartlett and
               Fernando C. N. Pereira and
               Kilian Q. Weinberger},
  title     = {Advances in Neural Information Processing Systems 24: 25th Annual
               Conference on Neural Information Processing Systems 2011. Proceedings
               of a meeting held 12-14 December 2011, Granada, Spain},
  year      = {2011},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-24-2011},
  timestamp = {Thu, 11 Dec 2014 17:34:08 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2011},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0026799,
  editor    = {Henry Horng{-}Shing Lu and
               Bernhard Sch{\"{o}}lkopf and
               Hongyu Zhao},
  title     = {Handbook of Statistical Bioinformatics},
  series    = {Springer Handbooks of Computational Statistics},
  publisher = {Springer},
  year      = {2011},
  url       = {https://doi.org/10.1007/978-3-642-16345-6},
  doi       = {10.1007/978-3-642-16345-6},
  isbn      = {978-3-642-16344-9},
  timestamp = {Wed, 14 Nov 2018 10:12:21 +0100},
  biburl    = {https://dblp.org/rec/bib/books/daglib/0026799},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlg/2010,
  editor    = {Ulf Brefeld and
               Lise Getoor and
               Sofus A. Macskassy},
  title     = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
               {MLG} '10, Washington, D.C., USA, July 24-25, 2010},
  publisher = {{ACM}},
  year      = {2010},
  url       = {https://doi.org/10.1145/1830252},
  doi       = {10.1145/1830252},
  isbn      = {978-1-4503-0214-2},
  timestamp = {Tue, 06 Nov 2018 16:58:01 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlg/2010},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gcb/2009,
  editor    = {Ivo Grosse and
               Steffen Neumann and
               Stefan Posch and
               Falk Schreiber and
               Peter F. Stadler},
  title     = {German Conference on Bioinformatics 2009, 28th to 30th September 2009,
               Martin Luther University Halle-Wittenberg, Germany},
  series    = {{LNI}},
  volume    = {157},
  publisher = {{GI}},
  year      = {2009},
  url       = {http://subs.emis.de/LNI/Proceedings/Proceedings157.html},
  isbn      = {978-3-88579-251-2},
  timestamp = {Tue, 15 Mar 2016 11:26:11 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/gcb/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2009,
  editor    = {Andrea Pohoreckyj Danyluk and
               L{\'{e}}on Bottou and
               Michael L. Littman},
  title     = {Proceedings of the 26th Annual International Conference on Machine
               Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
  series    = {{ACM} International Conference Proceeding Series},
  volume    = {382},
  publisher = {{ACM}},
  year      = {2009},
  url       = {https://doi.org/10.1145/1553374},
  doi       = {10.1145/1553374},
  isbn      = {978-1-60558-516-1},
  timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2009,
  editor    = {Yoshua Bengio and
               Dale Schuurmans and
               John D. Lafferty and
               Christopher K. I. Williams and
               Aron Culotta},
  title     = {Advances in Neural Information Processing Systems 22: 23rd Annual
               Conference on Neural Information Processing Systems 2009. Proceedings
               of a meeting held 7-10 December 2009, Vancouver, British Columbia,
               Canada},
  publisher = {Curran Associates, Inc.},
  year      = {2009},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-22-2009},
  isbn      = {9781615679119},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recomb/2009,
  editor    = {Serafim Batzoglou},
  title     = {Research in Computational Molecular Biology, 13th Annual International
               Conference, {RECOMB} 2009, Tucson, AZ, USA, May 18-21, 2009. Proceedings},
  series    = {Lecture Notes in Computer Science},
  volume    = {5541},
  publisher = {Springer},
  year      = {2009},
  url       = {https://doi.org/10.1007/978-3-642-02008-7},
  doi       = {10.1007/978-3-642-02008-7},
  isbn      = {978-3-642-02007-0},
  timestamp = {Thu, 25 May 2017 00:42:22 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/recomb/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2009,
  title     = {Proceedings of the {SIAM} International Conference on Data Mining,
               {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
  publisher = {{SIAM}},
  year      = {2009},
  url       = {https://doi.org/10.1137/1.9781611972795},
  doi       = {10.1137/1.9781611972795},
  isbn      = {978-0-89871-682-5},
  timestamp = {Wed, 17 May 2017 14:24:53 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/sdm/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2009,
  editor    = {David A. Van Dyk and
               Max Welling},
  title     = {Proceedings of the Twelfth International Conference on Artificial
               Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
               USA, April 16-18, 2009},
  series    = {{JMLR} Proceedings},
  volume    = {5},
  publisher = {JMLR.org},
  year      = {2009},
  url       = {http://jmlr.org/proceedings/papers/v5/},
  timestamp = {Thu, 11 Sep 2014 07:28:56 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aistats/2009},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2008,
  title     = {Proceedings of the 8th {IEEE} International Conference on Data Mining
               {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  publisher = {{IEEE} Computer Society},
  year      = {2008},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=4781077},
  isbn      = {978-0-7695-3502-9},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2008},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2008,
  editor    = {William W. Cohen and
               Andrew McCallum and
               Sam T. Roweis},
  title     = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
               {(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
  series    = {{ACM} International Conference Proceeding Series},
  volume    = {307},
  publisher = {{ACM}},
  year      = {2008},
  isbn      = {978-1-60558-205-4},
  timestamp = {Thu, 14 Aug 2008 13:27:10 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2008},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2007,
  title     = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
               July 22-26, 2007, Vancouver, British Columbia, Canada},
  publisher = {{AAAI} Press},
  year      = {2007},
  isbn      = {978-1-57735-323-2},
  timestamp = {Wed, 05 Sep 2007 08:24:34 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/aaai/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/gi/2007diss,
  editor    = {Dorothea Wagner},
  title     = {Ausgezeichnete Informatikdissertationen 2007},
  series    = {{LNI}},
  volume    = {{D-8}},
  publisher = {{GI}},
  year      = {2008},
  isbn      = {978-3-88579-412-7},
  timestamp = {Wed, 10 Dec 2014 15:18:04 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/gi/2007diss},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2007,
  editor    = {Zoubin Ghahramani},
  title     = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
               {(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
  series    = {{ACM} International Conference Proceeding Series},
  volume    = {227},
  publisher = {{ACM}},
  year      = {2007},
  isbn      = {978-1-59593-793-3},
  timestamp = {Fri, 01 Jul 2011 12:24:37 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icml/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismb/2007,
  title     = {Proceedings 15th International Conference on Intelligent Systems for
               Molecular Biology {(ISMB)} {\&} 6th European Conference on Computational
               Biology (ECCB), Vienna, Austria, July 21-25, 2007},
  year      = {2007},
  crossref  = {DBLP:conf/ismb/2007},
  timestamp = {Thu, 02 Feb 2017 09:38:57 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/ismb/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlg/2007,
  editor    = {Paolo Frasconi and
               Kristian Kersting and
               Koji Tsuda},
  title     = {Mining and Learning with Graphs, {MLG} 2007, Firence, Italy, August
               1-3, 2007, Proceedings},
  year      = {2007},
  timestamp = {Wed, 12 Dec 2007 07:17:30 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/mlg/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2007,
  editor    = {John C. Platt and
               Daphne Koller and
               Yoram Singer and
               Sam T. Roweis},
  title     = {Advances in Neural Information Processing Systems 20, Proceedings
               of the Twenty-First Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  publisher = {Curran Associates, Inc.},
  year      = {2008},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-20-2007},
  timestamp = {Thu, 11 Dec 2014 17:34:07 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/psb/2007,
  editor    = {Russ B. Altman and
               A. Keith Dunker and
               Lawrence Hunter and
               Tiffany Murray and
               Teri E. Klein},
  title     = {Biocomputing 2007, Proceedings of the Pacific Symposium, Maui, Hawaii,
               USA, 3-7 January 2007},
  publisher = {World Scientific},
  year      = {2007},
  url       = {http://psb.stanford.edu/psb-online/proceedings/psb07/},
  isbn      = {981-270-417-5},
  timestamp = {Fri, 05 May 2017 13:11:14 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/psb/2007},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2006,
  editor    = {Philip S. Yu and
               Vassilis J. Tsotras and
               Edward A. Fox and
               Bing Liu},
  title     = {Proceedings of the 2006 {ACM} {CIKM} International Conference on Information
               and Knowledge Management, Arlington, Virginia, USA, November 6-11,
               2006},
  publisher = {{ACM}},
  year      = {2006},
  isbn      = {1-59593-433-2},
  timestamp = {Mon, 14 May 2012 09:20:40 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/cikm/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2006,
  title     = {Proceedings of the 6th {IEEE} International Conference on Data Mining
               {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  publisher = {{IEEE} Computer Society},
  year      = {2006},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=4053012},
  isbn      = {0-7695-2701-9},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismb/2006,
  title     = {Proceedings 14th International Conference on Intelligent Systems for
               Molecular Biology 2006, Fortaleza, Brazil, August 6-10, 2006},
  year      = {2006},
  timestamp = {Mon, 28 Aug 2006 14:08:30 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ismb/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2006,
  editor    = {Bernhard Sch{\"{o}}lkopf and
               John C. Platt and
               Thomas Hofmann},
  title     = {Advances in Neural Information Processing Systems 19, Proceedings
               of the Twentieth Annual Conference on Neural Information Processing
               Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  publisher = {{MIT} Press},
  year      = {2007},
  url       = {http://papers.nips.cc/book/advances-in-neural-information-processing-systems-19-2006},
  isbn      = {0-262-19568-2},
  timestamp = {Tue, 05 Jan 2016 17:17:56 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/nips/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/psb/2006,
  editor    = {Russ B. Altman and
               Tiffany Murray and
               Teri E. Klein and
               A. Keith Dunker and
               Lawrence Hunter},
  title     = {Biocomputing 2006, Proceedings of the Pacific Symposium, Maui, Hawaii,
               USA, 3-7 January 2006},
  publisher = {World Scientific},
  year      = {2006},
  url       = {http://psb.stanford.edu/psb-online/proceedings/psb06/},
  isbn      = {981-256-463-2},
  timestamp = {Fri, 05 May 2017 13:11:14 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/psb/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2006,
  editor    = {Surajit Chaudhuri and
               Vagelis Hristidis and
               Neoklis Polyzotis},
  title     = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
               of Data, Chicago, Illinois, USA, June 27-29, 2006},
  publisher = {{ACM}},
  year      = {2006},
  isbn      = {1-59593-256-9},
  timestamp = {Thu, 06 Jul 2006 14:01:55 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/sigmod/2006},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2005,
  title     = {{ESANN} 2005, 13th European Symposium on Artificial Neural Networks,
               Bruges, Belgium, April 27-29, 2005, Proceedings},
  year      = {2005},
  url       = {https://www.elen.ucl.ac.be/esann/proceedings/papers.php?ann=2005},
  timestamp = {Tue, 29 Jul 2014 17:44:34 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/esann/2005},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2005,
  title     = {Proceedings of the 5th {IEEE} International Conference on Data Mining
               {(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
  publisher = {{IEEE} Computer Society},
  year      = {2005},
  url       = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=10470},
  isbn      = {0-7695-2278-5},
  timestamp = {Tue, 16 Sep 2014 18:00:18 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/icdm/2005},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ismb/2005,
  title     = {Proceedings Thirteenth International Conference on Intelligent Systems
               for Molecular Biology 2005, Detroit, MI, USA, 25-29 June 2005},
  year      = {2005},
  timestamp = {Mon, 12 Sep 2005 13:53:22 +0200},
  biburl    = {https://dblp.org/rec/bib/conf/ismb/2005},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
maintained by Schloss Dagstuhl LZI, founded at University of Trier