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export results for "toc:db/books/collections/hbd2016.bht:"
download as .bib file
@incollection{DBLP:books/crc/p/Andoni16,
author = {Alexandr Andoni},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {High-Dimensional Computational Geometry},
booktitle = {Handbook of Big Data},
pages = {105--123},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-11},
doi = {10.1201/B19567-11},
timestamp = {Tue, 03 Mar 2020 13:17:02 +0100},
biburl = {https://dblp.org/rec/books/crc/p/Andoni16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Baglama16,
author = {James Baglama},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {{IRLBA:} Fast Partial Singular Value Decomposition Method},
booktitle = {Handbook of Big Data},
pages = {125--136},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-12},
doi = {10.1201/B19567-12},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Baglama16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/BalzerPL16,
author = {Laura Balzer and
Maya Petersen and
Mark J. van der Laan},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Tutorial for Causal Inference},
booktitle = {Handbook of Big Data},
pages = {361--386},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-28},
doi = {10.1201/B19567-28},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/BalzerPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/BienW16,
author = {Jacob Bien and
Daniela M. Witten},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Penalized Estimation in Complex Models},
booktitle = {Handbook of Big Data},
pages = {285--303},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-22},
doi = {10.1201/B19567-22},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/BienW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/BujaKG16,
author = {Andreas Buja and
Abba M. Krieger and
Edward I. George},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {A Visualization Tool for Mining Large Correlation Tables: The Association
Navigator},
booktitle = {Handbook of Big Data},
pages = {73--102},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-9},
doi = {10.1201/B19567-9},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/BujaKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Diakonikolas16,
author = {Ilias Diakonikolas},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Learning Structured Distributions},
booktitle = {Handbook of Big Data},
pages = {267--283},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-21},
doi = {10.1201/B19567-21},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Diakonikolas16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Diaz16,
author = {Iv{\'{a}}n D{\'{\i}}az},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Estimator and Model Selection Using Cross-Validation},
booktitle = {Handbook of Big Data},
pages = {223--239},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-19},
doi = {10.1201/B19567-19},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Diaz16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/GleichM16,
author = {David F. Gleich and
Michael W. Mahoney},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Mining Large Graphs},
booktitle = {Handbook of Big Data},
pages = {191--220},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-17},
doi = {10.1201/B19567-17},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/GleichM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Hafen16,
author = {Ryan Hafen},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Divide and Recombine: Approach for Detailed Analysis and Visualization
of Large Complex Data},
booktitle = {Handbook of Big Data},
pages = {35--46},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-6},
doi = {10.1201/B19567-6},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Hafen16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/HubbardL16,
author = {Alan E. Hubbard and
Mark J. van der Laan},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Mining with Inference: Data-Adaptive Target Parameters},
booktitle = {Handbook of Big Data},
pages = {439--452},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-33},
doi = {10.1201/B19567-33},
timestamp = {Sun, 14 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/p/HubbardL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/LeDell16,
author = {Erin LeDell},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Scalable Super Learning},
booktitle = {Handbook of Big Data},
pages = {339--357},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-26},
doi = {10.1201/B19567-26},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/LeDell16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Lendle16,
author = {Sam Lendle},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Online Estimation of the Average Treatment Effect},
booktitle = {Handbook of Big Data},
pages = {429--438},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-32},
doi = {10.1201/B19567-32},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Lendle16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Lin16,
author = {Guang Lin},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Integrate Big Data for Better Operation, Control, and Protection of
Power Systems},
booktitle = {Handbook of Big Data},
pages = {47--60},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-7},
doi = {10.1201/B19567-7},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Lin16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/MaathuisN16,
author = {Marloes H. Maathuis and
Preetam Nandy},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {A Review of Some Recent Advances in Causal Inference},
booktitle = {Handbook of Big Data},
pages = {387--407},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-29},
doi = {10.1201/B19567-29},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/MaathuisN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/MahoneyD16,
author = {Michael W. Mahoney and
Petros Drineas},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Structural Properties Underlying High-Quality Randomized Numerical
Linear Algebra Algorithms},
booktitle = {Handbook of Big Data},
pages = {137--154},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-13},
doi = {10.1201/B19567-13},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/MahoneyD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Matloff16,
author = {Norman S. Matloff},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Big-n versus Big-p in Big Data},
booktitle = {Handbook of Big Data},
pages = {21--32},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-4},
doi = {10.1201/B19567-4},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/p/Matloff16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Meier16,
author = {Lukas Meier},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {High-Dimensional Regression and Inference},
booktitle = {Handbook of Big Data},
pages = {305--319},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-23},
doi = {10.1201/B19567-23},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Meier16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/OgburnV16,
author = {Elizabeth L. Ogburn and
Alexander Volfovsky},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Networks},
booktitle = {Handbook of Big Data},
pages = {171--190},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-16},
doi = {10.1201/B19567-16},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/OgburnV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Rose16,
author = {Sherri Rose},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Targeted Learning for Variable Importance},
booktitle = {Handbook of Big Data},
pages = {411--427},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-31},
doi = {10.1201/B19567-31},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Rose16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/RubinfeldB16,
author = {Ronitt Rubinfeld and
Eric Blais},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Something for (Almost) Nothing: New Advances in Sublinear-Time Algorithms},
booktitle = {Handbook of Big Data},
pages = {155--167},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-14},
doi = {10.1201/B19567-14},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/RubinfeldB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/SappL16,
author = {Stephanie Sapp and
Erin LeDell},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Divide and Recombine: Subsemble, Exploiting the Power of Cross-Validation},
booktitle = {Handbook of Big Data},
pages = {323--338},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-25},
doi = {10.1201/B19567-25},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/SappL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Scheidegger16,
author = {Carlos Scheidegger},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Interactive Visual Analysis of Big Data},
booktitle = {Handbook of Big Data},
pages = {61--71},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-8},
doi = {10.1201/B19567-8},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Scheidegger16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/Starmans16,
author = {Richard J. C. M. Starmans},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {The Advent of Data Science: Some Considerations on the Unreasonable
Effectiveness of Data},
booktitle = {Handbook of Big Data},
pages = {3--19},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-3},
doi = {10.1201/B19567-3},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/Starmans16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/ToulisA16,
author = {Panos Toulis and
Edoardo M. Airoldi},
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Stochastic Gradient Methods for Principled Estimation with Large Datasets},
booktitle = {Handbook of Big Data},
pages = {241--265},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-20},
doi = {10.1201/B19567-20},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/ToulisA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/p/X16b,
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Index},
booktitle = {Handbook of Big Data},
pages = {453--464},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b19567-34},
doi = {10.1201/B19567-34},
timestamp = {Fri, 20 May 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/crc/p/X16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/crc/hbd2016,
editor = {Peter B{\"{u}}hlmann and
Petros Drineas and
Michael J. Kane and
Mark J. van der Laan},
title = {Handbook of Big Data},
publisher = {Chapman and Hall/CRC},
year = {2016},
url = {http://www.crcnetbase.com/isbn/978-1-4822-4908-8},
isbn = {978-1-4822-4907-1},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/crc/hbd2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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