-
Notifications
You must be signed in to change notification settings - Fork 0
/
bibliografia.bib
182 lines (171 loc) · 4.95 KB
/
bibliografia.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
@article{Breiman:2001,
author = {Breiman, Leo},
title = {Random Forests},
journal = {Mach. Learn.},
issue_date = {October 1 2001},
volume = {45},
number = {1},
month = oct,
year = {2001},
issn = {0885-6125},
pages = {5--32},
numpages = {28},
url = {http://dx.doi.org/10.1023/A:1010933404324},
doi = {10.1023/A:1010933404324},
acmid = {570182},
publisher = {Kluwer Academic Publishers},
address = {Hingham, MA, USA},
keywords = {classification, ensemble, regression}
}
@article{Buntine:1992,
title={Learning classification trees},
author={Buntine, Wray},
journal={Statistics and computing},
volume={2},
number={2},
pages={63--73},
year={1992},
publisher={Springer}
}
@article{Garcia:2013,
author = {Garcia, Salvador and Luengo, Julian and Saez, Jose A. and Lopez, Victoria and Herrera, Francisco},
title = {A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning},
journal = {IEEE Trans. on Knowl. and Data Eng.},
issue_date = {April 2013},
volume = {25},
number = {4},
month = apr,
year = {2013},
issn = {1041-4347},
pages = {734--750},
numpages = {17},
url = {http://dx.doi.org/10.1109/TKDE.2012.35},
doi = {10.1109/TKDE.2012.35},
acmid = {2478975},
publisher = {IEEE Educational Activities Department},
address = {Piscataway, NJ, USA},
keywords = {Discretization, continuous attributes, decision trees, taxonomy, data preprocessing, data mining, classification}
}
@article{Quinlan:1986,
year = {1986},
issn = {0885-6125},
journal = {Machine Learning},
volume = {1},
number = {1},
doi = {10.1023/A:1022643204877},
title = {Induction of Decision Trees},
url = {http://dx.doi.org/10.1023/A:1022643204877},
publisher = {Kluwer Academic Publishers-Plenum Publishers},
keywords = {classification; induction; decision trees; information theory; knowledge acquisition; expert systems},
author = {Quinlan, J.R.},
pages = {81-106}
}
@book{Quinlan:1993,
author = {Quinlan, J. Ross},
title = {C4.5: Programs for Machine Learning},
year = {1993},
isbn = {1558602402},
publisher = {Morgan Kaufmann Publishers Inc.},
address = {San Francisco, CA, USA}
}
@article{Quinlan:1996,
author = {Quinlan, J. R.},
title = {Improved Use of Continuous Attributes in C4.5},
journal = {J. Artif. Int. Res.},
issue_date = {January 1996},
volume = {4},
number = {1},
month = mar,
year = {1996},
issn = {1076-9757},
pages = {77--90},
numpages = {14},
url = {http://dl.acm.org/citation.cfm?id=1622737.1622742},
acmid = {1622742},
publisher = {AI Access Foundation},
address = {USA},
}
@article{delRio:2014,
title = "On the use of MapReduce for imbalanced big data using Random Forest",
journal = "Information Sciences",
volume = "285",
number = "0",
pages = "112--137",
year = "2014",
note = "Processing and Mining Complex Data Streams",
issn = "0020-0255",
doi = "10.1016/j.ins.2014.03.043",
url = "http://www.sciencedirect.com/science/article/pii/S0020025514003272",
author = "Sara del Río and Victoria López and José Manuel Benítez and Francisco Herrera",
keywords = "Big data",
keywords = "MapReduce",
keywords = "Imbalanced dataset",
keywords = "Sampling",
keywords = "Cost-sensitive learning",
keywords = "Random Forest"
}
@article{Dean:2008,
author = {Dean, Jeffrey and Ghemawat, Sanjay},
title = {MapReduce: Simplified Data Processing on Large Clusters},
journal = {Commun. ACM},
issue_date = {January 2008},
volume = {51},
number = {1},
month = jan,
year = {2008},
issn = {0001-0782},
pages = {107--113},
numpages = {7},
url = {http://doi.acm.org/10.1145/1327452.1327492},
doi = {10.1145/1327452.1327492},
acmid = {1327492},
publisher = {ACM},
address = {New York, NY, USA}
}
@article{Rabin:1989,
author = {Rabin, Michael O.},
title = {Efficient Dispersal of Information for Security, Load Balancing, and Fault Tolerance},
journal = {J. ACM},
issue_date = {April 1989},
volume = {36},
number = {2},
month = apr,
year = {1989},
issn = {0004-5411},
pages = {335--348},
numpages = {14},
url = {http://doi.acm.org/10.1145/62044.62050},
doi = {10.1145/62044.62050},
acmid = {62050},
publisher = {ACM},
address = {New York, NY, USA}
}
@book{MahoutInAction,
author = {Owen, Sean and Anil, Robin and Dunning, Ted and Friedman, Ellen},
title = {Mahout in Action},
year = {2011},
isbn = {1935182684, 9781935182689},
publisher = {Manning Publications Co.},
address = {Greenwich, CT, USA}
}
@misc{Bache+Lichman:2013,
author = "K. Bache and M. Lichman",
year = "2013",
title = "{UCI} Machine Learning Repository",
url = "http://archive.ics.uci.edu/ml",
institution = "University of California, Irvine, School of Information and Computer Sciences"
}
@article{Breiman:1996,
year={1996},
issn={0885-6125},
journal={Machine Learning},
volume={24},
number={2},
doi={10.1007/BF00058655},
title={Bagging predictors},
url={http://dx.doi.org/10.1007/BF00058655},
publisher={Kluwer Academic Publishers},
keywords={Aggregation; Bootstrap; Averaging; Combining},
author={Breiman, Leo},
pages={123-140}
}