Updates references and index.

parent c431c73b
......@@ -2,14 +2,55 @@
% Encoding: UTF-8
@Book{camposfilho2010algoritmos,
Title = {Algoritmos Num{\'e}ricos},
Author = {Frederico Ferreira {Campos Filho}},
Publisher = {LTC},
Year = {2010},
Edition = {2},
@Book{albon2018machine,
Title = {Machine Learning with {Python} Cookbook: Practical Solutions from Preprocessing to Deep Learning},
Author = {Albon, C.},
Publisher = {O'Reilly Media},
Year = {2018},
Url = {http://www.dcc.ufmg.br/dcc/?q=en/node/1048}
ISBN = {9781491989333},
Url = {https://books.google.com.br/books?id=kIhQDwAAQBAJ}
}
@Book{amaral2018introdução,
Title = {Introdu{\c{c}}{\~a}o {\`a} Ci{\^e}ncia de Dados: Minera{\c{c}}{\~a}o de dados e big data},
Author = {Amaral, F.},
Publisher = {Alta Books},
Year = {2018},
ISBN = {9788550804163},
Url = {https://books.google.com.br/books?id=A5uODwAAQBAJ}
}
@Book{burger2018introduction,
Title = {Introduction to Machine Learning with {R}: Rigorous Mathematical Analysis},
Author = {Burger, S.V.},
Publisher = {O'Reilly Media},
Year = {2018},
ISBN = {9781491976395},
Url = {https://books.google.com.br/books?id=buhPDwAAQBAJ}
}
@Book{cichosz2015data,
Title = {Data Mining Algorithms: Explained Using {R}},
Author = {Cichosz, P.},
Publisher = {Wiley},
Year = {2015},
ISBN = {9781118332580},
Lccn = {2014036992},
Url = {https://books.google.com.br/books?id=q7FYBQAAQBAJ}
}
@Book{de2017introdução,
Title = {Introdu{\c{c}}{\~a}o a minera{\c{c}}{\~a}o de dados},
Author = {DE CASTRO SILVA, D.G.F.L.N.},
Publisher = {Editora Saraiva},
Year = {2017},
ISBN = {9788547200992},
Url = {https://books.google.com.br/books?id=SSlrDwAAQBAJ}
}
@Book{efron2016computerage,
......@@ -21,46 +62,151 @@
Url = {https://www.amazon.com/Computer-Age-Statistical-Inference-Mathematical-ebook/dp/B01L27MR64?SubscriptionId=0JYN1NVW651KCA56C102&tag=techkie-20&linkCode=xm2&camp=2025&creative=165953&creativeASIN=B01L27MR64}
}
@Book{randall2011statisticalcomputing,
Title = {Statistical Computing in C++ and R (Chapman \& Hall/CRC The R Series)},
Author = {Randall L. Eubank and Ana Kupresanin},
Publisher = {Chapman and Hall/CRC},
@Book{everitt2011introduction,
Title = {An Introduction to Applied Multivariate Analysis with {R}},
Author = {Everitt, B. and Hothorn, T.},
Publisher = {Springer New York},
Year = {2011},
Series = {Use R!},
Url = {https://www.amazon.com/Statistical-Computing-Chapman-Hall-CRC-ebook/dp/B00702LSC0?SubscriptionId=0JYN1NVW651KCA56C102&tag=techkie-20&linkCode=xm2&camp=2025&creative=165953&creativeASIN=B00702LSC0}
ISBN = {9781441996503},
Lccn = {2011926793},
Url = {https://books.google.com.br/books?id=BB51TWe94EwC}
}
@Book{ferreira2013estcompjava,
Title = {Estat{\'\i}stica Computacional em Java},
Author = {Daniel Furtado Ferreira},
Publisher = {Editora UFLA},
@Book{ghatak2017machine,
Title = {Machine Learning with {R}},
Author = {Ghatak, A.},
Publisher = {Springer Singapore},
Year = {2017},
ISBN = {9789811068089},
Url = {https://books.google.com.br/books?id=rERADwAAQBAJ}
}
@Book{goldschmidt2015data,
Title = {Data Mining},
Author = {Goldschmidt, R. and Passos, E. and Bezerra, E.},
Publisher = {Elsevier Editora Ltda.},
Year = {2015},
ISBN = {9788535278231},
Url = {https://books.google.com.br/books?id=HN6sCQAAQBAJ}
}
@Book{hastie2013elements,
Title = {The Elements of Statistical Learning: Data Mining, Inference, and Prediction},
Author = {Hastie, T. and Tibshirani, R. and Friedman, J.},
Publisher = {Springer New York},
Year = {2013},
Series = {Springer Series in Statistics},
ISBN = {9780387216065},
Lccn = {2001031433},
Url = {https://books.google.com.br/books?id=yPfZBwAAQBAJ}
}
@Book{james2013introduction,
Title = {An Introduction to Statistical Learning: with Applications in {R}},
Author = {James, G. and Witten, D. and Hastie, T. and Tibshirani, R.},
Publisher = {Springer New York},
Year = {2013},
Series = {Springer Texts in Statistics},
ISBN = {9781461471387},
Lccn = {13936251},
Url = {https://books.google.com.br/books?id=qcI\_AAAAQBAJ}
}
@Book{lantz2015machine,
Title = {Machine Learning with {R}},
Author = {Lantz, B.},
Publisher = {Packt Publishing},
Year = {2015},
ISBN = {9781784394523},
Url = {https://books.google.com.br/books?id=ZaJNCgAAQBAJ}
}
@Book{lesmeister2017mastering,
Title = {Mastering Machine Learning with {R}, Second Edition},
Author = {Lesmeister, C.},
Publisher = {Packt Publishing},
Year = {2017},
ISBN = {9781787287471},
Url = {https://books.google.com.br/books?id=pGtEtAEACAAJ}
}
@Book{müller2016introduction,
Title = {Introduction to Machine Learning with {Python}: A Guide for Data Scientists},
Author = {M{\"u}ller, A.C. and C, M.A. and Guido, S.},
Publisher = {O'Reilly Media},
Year = {2016},
ISBN = {9781449369903},
Url = {https://books.google.com.br/books?id=1-4lDQAAQBAJ}
}
@Book{marsland2011machine,
Title = {Machine Learning: An Algorithmic Perspective},
Author = {Marsland, S.},
Publisher = {CRC Press},
Year = {2011},
ISBN = {9781420067194},
Url = {https://books.google.com.br/books?id=n66O8a4SWGEC}
}
@Book{ozdemir2018feature,
Title = {Feature Engineering Made Easy: Identify unique features from your dataset in order to build powerful machine learning systems},
Author = {Ozdemir, S. and Susarla, D.},
Publisher = {Packt Publishing},
Year = {2018},
ISBN = {9781787286474},
Url = {https://books.google.com.br/books?id=rNRJDwAAQBAJ}
}
@Book{raschka2015python,
Title = {Python Machine Learning},
Author = {Raschka, S.},
Publisher = {Packt Publishing},
Year = {2015},
ISBN = {9781783555147},
Url = {https://books.google.com.br/books?id=GOVOCwAAQBAJ}
}
@Book{rencher2003methods,
Title = {Methods of Multivariate Analysis},
Author = {Rencher, A.C.},
Publisher = {Wiley},
Year = {2003},
Series = {Wiley Series in Probability and Statistics},
Url = {http://www.livraria.editora.ufla.br/estatistica-computacional-em-java.html}
ISBN = {9780471461722},
Lccn = {2001046735},
Url = {https://books.google.com.br/books?id=SpvBd7IUCxkC}
}
@Book{gentle2012handbook,
Title = {Handbook of Computational Statistics: Concepts and Methods},
Author = {Gentle, J.E. and H{\"a}rdle, W.K. and Mori, Y.},
Publisher = {Springer Berlin Heidelberg},
Year = {2012},
Edition = {2},
Series = {Springer Handbooks of Computational Statistics},
@Book{da2017introdução,
Title = {Introdu{\c{c}}{\~a}o {\`a} Minera{\c{c}}{\~a}o de Dados: Com Aplica{\c{c}}{\~o}es em {R}},
Author = {da Silva, L.A. and Peres, S.M. and Boscarioli, C.},
Publisher = {Elsevier Editora Ltda.},
Year = {2017},
ISBN = {9783642215513},
Url = {https://books.google.com.br/books?id=aSv09LwmuRYC}
ISBN = {9788535284478},
Url = {https://books.google.com.br/books?id=5LA4DwAAQBAJ}
}
@Book{manly2006randomization,
Title = {Randomization, Bootstrap and Monte Carlo Methods in Biology, Third Edition},
Author = {Manly, B.F.J.},
Publisher = {Taylor \& Francis},
Year = {2006},
Edition = {2},
Series = {Chapman and Hall texts in statistical science series},
@Book{zheng2018feature,
Title = {Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists},
Author = {Zheng, A. and Casari, A.},
Publisher = {O'Reilly Media},
Year = {2018},
ISBN = {9781584885412},
Lccn = {96072031},
Url = {https://books.google.com.br/books?id=j2UN5xDMbIsC}
ISBN = {9781491953198},
Url = {https://books.google.com.br/books?id=sthSDwAAQBAJ}
}
......@@ -111,3 +111,21 @@ output:
Pelo menos 25% das piores notas das sabatinas serão eliminadas. As
sabatinas não serão repostas. O trabalho final não terá reposição.
# Referências
```{r, include = FALSE}
# system("sed '/Url/d' config/refs.bib > config/Refs.bib")
refs <- system("grep -E '^@[[:alpha:]]+{' config/refs.bib",
intern = TRUE)
refs <- gsub("^@[[:alpha:]]+\\{([[:alnum:]]+),",
replacement = "@\\1",
x = refs)
cat(refs, sep = ", ")
x <- paste(refs, collapse = ", ")
```
---
nocite: |
`r x`
...
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