2017.bib

@COMMENT{{Automatically generated - DO NOT MODIFY!}}

@INPROCEEDINGS{leathart17:_probab_calib_trees,
  AUTHOR = {Tim Leathart and Eibe Frank and Geoffrey Holmes and Bernhard Pfahringer},
  TITLE = {Probability Calibration Trees},
  BOOKTITLE = {Proc 9th Asian Conference on Machine Learning},
  PAGES = {145--160},
  YEAR = 2017,
  SERIES = {Seoul, Korea},
  PUBLISHER = {Proceedings of Machine Learning Research},
  PDF = {http://proceedings.mlr.press/v77/leathart17a/leathart17a.pdf}
}

@INPROCEEDINGS{branco17:_learn_throug_utilit_optim_in_regres_tasks,
  AUTHOR = {Paula Branco and Luis Torgo and Rita P. Ribeiro and Eibe Frank and Bernhard Pfahringer and Markus Michael Rau},
  TITLE = {Learning Through Utility Optimization in Regression Tasks},
  BOOKTITLE = {Proc 4th IEEE International Conference on Data Science and Advanced Analytics},
  YEAR = 2017,
  SERIES = {Tokyo Japan},
  PUBLISHER = {IEEE},
  PDF = {http://www.cs.waikato.ac.nz/~eibe/pubs/Utility_Optimization_DSAA17Copyright.pdf}
}

@ARTICLE{geilke17:_onlin_estim_of_discr_contin,
  AUTHOR = {Michael Geilke and Andreas Karwath and Eibe Frank and Stefan Kramer},
  TITLE = {Online estimation of discrete, continuous, and conditional joint densities using classifier chains},
  JOURNAL = {Data Mining and Knowledge Discovery},
  YEAR = 2017,
  HTTP = {http://em.rdcu.be/wf/click?upn=KP7O1RED-2BlD0F9LDqGVeSJfjQ-2FNjUWKqFf9ptHCS3ic-3D_hbNl33h4MUjROltBqZcQP2xrOyNoYWgVukrnjKiZL-2FlLkymfHB4nYN-2F2VGZmg3s13iyg-2BnJ9PaMGJ1b7DIqF2yAy5H8yaQggp7iTSq0iXph2ULpWUIcZJkBi8DyQ8e3dDmcqbjZLqTiY4G32oQsbs9N4mrhUCdNp3Qah9aM3Y-2FgcVqnw4-2B0iwP-2FFjEiqa0FRzGaUI65rAPCOVuxT56gyiBaYzpzkMS1RicigZB7VyeANsgR1YFya-2Fs61vhM3NNdUBlmaLlZc4R4qhFhvLYenTg-3D-3D}
}

@INPROCEEDINGS{gurulian17:_proxim_assur_based_natur_and,
  AUTHOR = {Iakovos Gurulian and Konstantinos Markantonakis and Carlton Shepherd and Eibe Frank and Raja Naeem Akram},
  TITLE = {Proximity Assurances Based on Natural and Artificial Ambient Environments},
  BOOKTITLE = {Proc 10th International Conference on Information Technology and Communications Security},
  PAGES = {83--103},
  YEAR = 2017,
  SERIES = {Bucharest, Romania},
  PUBLISHER = {Springer},
  PDF = {http://www.cs.waikato.ac.nz/~eibe/pubs/proximity_assurances.pdf}
}

@ARTICLE{mitchell17:_accel_xgboos_algor_using_gpu_comput,
  AUTHOR = {Rory Mitchell and Eibe Frank},
  TITLE = {Accelerating the {XGBoost} algorithm using {GPU} computing},
  JOURNAL = {PeerJ Computer Science},
  YEAR = 2017,
  VOLUME = 3,
  NUMBER = {e127},
  HTTP = {https://doi.org/10.7717/peerj-cs.127}
}

@INPROCEEDINGS{mo17:_large_scale_autom_species_ident,
  AUTHOR = {Jeff Mo and Eibe Frank and Varvara Vetrova},
  TITLE = {Large-scale automatic species identification},
  PDF = {http://www.cs.waikato.ac.nz/~eibe/pubs/large-scale-automatic.pdf},
  BOOKTITLE = {Proc 30th Australasian Joint Conference on Artificial Intelligence},
  YEAR = 2017,
  PUBLISHER = {Springer}
}

@INPROCEEDINGS{gurulian17:_effec_of_ambien_sensin_for,
  AUTHOR = {Iakovos Gurulian and Carlton Shepherd and Eibe Frank and Konstantinos Markantonakis and Raja Naeem Akram and Keith Mayes},
  TITLE = {On the Effectiveness of Ambient Sensing for Detecting {NFC} Relay Attacks},
  BOOKTITLE = {Proc 6th IEEE International Conference on Trust, Security and Privacy in Computing and Communications},
  YEAR = 2017,
  SERIES = {Sydney, Australia},
  PDF = {http://www.cs.waikato.ac.nz/~eibe/pubs/PID4857507.pdf},
  PUBLISHER = {IEEE}
}

@INPROCEEDINGS{gurulian17:_applic_of_ambien_sensor_as,
  AUTHOR = {Carlton Shepherd and Iakovos Gurulian and Konstantinos Markantonakis and Eibe Frank and Raja Naeem Akram and Emmanouil Panaousis and Keith Mayes },
  TITLE = {The Applicability of Ambient Sensors as Proximity Evidence for {NFC} Transactions},
  BOOKTITLE = {Proc 6th Workshop on Mobile Security Technologies (MoST)},
  YEAR = 2017,
  SERIES = {San Jose, United States},
  PUBLISHER = {IEEE Computer Society's Technical Committee on Security and Privacy},
  HTTP = {http://www.ieee-security.org/TC/SPW2017/MoST/proceedings/Shepherd_MoST17.pdf}
}

@INPROCEEDINGS{MohammadB17wassa,
  TITLE = {{WASSA-2017} Shared Task on Emotion Intensity},
  AUTHOR = {Mohammad, Saif M. and Bravo-Marquez, Felipe},
  BOOKTITLE = {Proceedings of the Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA)},
  ADDRESS = {Copenhagen, Denmark},
  YEAR = {2017},
  URL = {https://aclanthology.info/papers/W17-5205/w17-5205}
}

@INPROCEEDINGS{MohammadB17starsem,
  TITLE = {Emotion Intensities in Tweets},
  AUTHOR = {Mohammad, Saif M. and Bravo-Marquez, Felipe},
  BOOKTITLE = {Proceedings of the sixth joint conference on lexical and computational semantics (*Sem)},
  ADDRESS = {Vancouver, Canada},
  YEAR = {2017},
  URL = {http://www.aclweb.org/anthology/S17-1007}
}

@INPROCEEDINGS{BifetZFHZQHP17,
  AUTHOR = {Albert Bifet and
               Jiajin Zhang and
               Wei Fan and
               Cheng He and
               Jianfeng Zhang and
               Jianfeng Qian and
               Geoff Holmes and
               Bernhard Pfahringer},
  TITLE = {Extremely Fast Decision Tree Mining for Evolving Data Streams},
  BOOKTITLE = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
               - 17, 2017},
  PAGES = {1733--1742},
  YEAR = {2017},
  URL = {http://doi.acm.org/10.1145/3097983.3098139},
  DOI = {10.1145/3097983.3098139}
}

@ARTICLE{BarddalGEP17,
  AUTHOR = {Jean Paul Barddal and
               Heitor Murilo Gomes and
               Fabr{\'{\i}}cio Enembreck and
               Bernhard Pfahringer},
  TITLE = {A survey on feature drift adaptation: Definition, benchmark, challenges
               and future directions},
  JOURNAL = {Journal of Systems and Software},
  VOLUME = {127},
  PAGES = {278--294},
  YEAR = {2017},
  URL = {https://doi.org/10.1016/j.jss.2016.07.005},
  DOI = {10.1016/j.jss.2016.07.005}
}

@ARTICLE{DurrantKHMSZ17,
  AUTHOR = {Robert J. Durrant and
               Kee{-}Eung Kim and
               Geoffrey Holmes and
               Stephen Marsland and
               Masashi Sugiyama and
               Zhi{-}Hua Zhou},
  TITLE = {Foreword: special issue for the journal track of the 8th Asian conference on machine learning {(ACML} 2016)},
  JOURNAL = {Machine Learning},
  VOLUME = {106},
  NUMBER = {5},
  PAGES = {623--625},
  YEAR = {2017},
  URL = {https://doi.org/10.1007/s10994-017-5637-5},
  DOI = {10.1007/s10994-017-5637-5}
}

@ARTICLE{MayoD17,
  AUTHOR = {Michael Mayo and
               Maisa Daoud},
  TITLE = {Aesthetic Local Search of Wind Farm Layouts},
  JOURNAL = {Information},
  VOLUME = {8},
  NUMBER = {2},
  PAGES = {39},
  YEAR = {2017},
  URL = {https://doi.org/10.3390/info8020039}
}

@INPROCEEDINGS{MayoG17,
  AUTHOR = {Michael Mayo and
               Sean Goltz},
  TITLE = {Constructing Document Vectors Using Kernel Density Estimates},
  BOOKTITLE = {Modeling Decisions for Artificial Intelligence - 14th International
               Conference, {MDAI} 2017, Kitakyushu, Japan, October 18-20, 2017, Proceedings},
  PAGES = {183--194},
  YEAR = {2017},
  URL = {https://doi.org/10.1007/978-3-319-67422-3_16},
  DOI = {10.1007/978-3-319-67422-3_16}
}

@INPROCEEDINGS{WilsonWM17,
  AUTHOR = {Brett Wilson and
               Sarah Wakes and
               Michael Mayo},
  TITLE = {Surrogate modeling a computational fluid dynamics-based wind turbine
               wake simulation using machine learning},
  BOOKTITLE = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
               2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
  PAGES = {1--8},
  YEAR = {2017},
  URL = {https://doi.org/10.1109/SSCI.2017.8280844},
  DOI = {10.1109/SSCI.2017.8280844}
}