-
1
-
-
33748526544
-
On the kernel rule for function classification
-
Abraham, C., Biau, G. & Cadre, B. (2006). On the kernel rule for function classification. Ann. Inst. Stat. Math. 58, 619-633.
-
(2006)
Ann. Inst. Stat. Math.
, vol.58
, pp. 619-633
-
-
Abraham, C.1
Biau, G.2
Cadre, B.3
-
3
-
-
34547706430
-
Fast learning rates for plug-in classifiers
-
Audibert, J. Y. & Tsybakov, A. B. (2007). Fast learning rates for plug-in classifiers. Ann. Statist. 35, 608-633.
-
(2007)
Ann. Statist.
, vol.35
, pp. 608-633
-
-
Audibert, J.Y.1
Tsybakov, A.B.2
-
4
-
-
84866398260
-
Classification methods for functional data
-
(eds F. Ferraty & Y. Romain), Oxford University Press, Oxford.
-
Baíllo, A., Cuevas, A. & Fraiman, R. (2010). Classification methods for functional data. In Oxford handbook of functional data analysis (eds F. Ferraty & Y. Romain ), 259-297. Oxford University Press, Oxford.
-
(2010)
Oxford handbook of functional data analysis
, pp. 259-297
-
-
Baíllo, A.1
Cuevas, A.2
Fraiman, R.3
-
6
-
-
70449568627
-
k-nearest neighbours method in functional non-parametric regression
-
Burba, F, Ferraty, F. & Vieu, P. (2009). k-nearest neighbours method in functional non-parametric regression. J. Nonparametr. Stat. 21, 453-469.
-
(2009)
J. Nonparametr. Stat.
, vol.21
, pp. 453-469
-
-
Burba, F.1
Ferraty, F.2
Vieu, P.3
-
7
-
-
33846119781
-
Nearest neighbour classification in infinite dimension
-
Cérou, F. & Guyader, A. (2006). Nearest neighbour classification in infinite dimension. ESAIM Probab. Stat. 10, 340-355.
-
(2006)
ESAIM Probab. Stat.
, vol.10
, pp. 340-355
-
-
Cérou, F.1
Guyader, A.2
-
8
-
-
80053010895
-
Functional classification and the random Tukey depth. Practical issues
-
(eds C. Borgelt, G. González-Rodríguez, W. Trutschnig, M. A. Lubiano, M. A. Gil, P. Grzegorzewski & O. Hryniewicz), Springer-Verlag, Berlin.
-
Cuesta-Albertos, J. A. & Nieto-Reyes, A. (2010). Functional classification and the random Tukey depth. Practical issues. In Combining soft computing and statistical methods in data analysis (eds C. Borgelt, G. González-Rodríguez, W. Trutschnig, M. A. Lubiano, M. A. Gil, P. Grzegorzewski & O. Hryniewicz ), 123-130. Springer-Verlag, Berlin.
-
(2010)
Combining soft computing and statistical methods in data analysis
, pp. 123-130
-
-
Cuesta-Albertos, J.A.1
Nieto-Reyes, A.2
-
9
-
-
58349119332
-
On depth measures and dual statistics. A methodology for dealing with general data
-
Cuevas, A. & Fraiman, R. (2009). On depth measures and dual statistics. A methodology for dealing with general data. J. Multivariate Anal. 100, 753-766.
-
(2009)
J. Multivariate Anal
, vol.100
, pp. 753-766
-
-
Cuevas, A.1
Fraiman, R.2
-
10
-
-
33750282724
-
On the use of the bootstrap for estimating functions with functional data
-
Cuevas, A., Febrero, M. & Fraiman, R. (2006). On the use of the bootstrap for estimating functions with functional data. Comput. Statist. Data Anal. 51, 1063-1074.
-
(2006)
Comput. Statist. Data Anal
, vol.51
, pp. 1063-1074
-
-
Cuevas, A.1
Febrero, M.2
Fraiman, R.3
-
11
-
-
36049026510
-
Robust estimation and classification for functional data via projection-based depth notions
-
Cuevas A., Febrero, M. & Fraiman, R. (2007). Robust estimation and classification for functional data via projection-based depth notions. Comput. Statist. 22, 481-496.
-
(2007)
Comput. Statist.
, vol.22
, pp. 481-496
-
-
Cuevas, A.1
Febrero, M.2
Fraiman, R.3
-
13
-
-
0003922190
-
-
2nd edn. Wiley, New York.
-
Duda, R. O., Hart, P. E. & Stork, D. G. (2000). Pattern classification, 2nd edn. Wiley, New York.
-
(2000)
Pattern classification
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
14
-
-
34247379877
-
Functional PLS logit regression model
-
Escabias, M., Aguilera, A. M. & Valderrama, M. J. (2007). Functional PLS logit regression model. Comput. Statist. Data Anal. 51, 4891-4902.
-
(2007)
Comput. Statist. Data Anal
, vol.51
, pp. 4891-4902
-
-
Escabias, M.1
Aguilera, A.M.2
Valderrama, M.J.3
-
15
-
-
84972503470
-
Equivalence and perpendicularity of Gaussian processes
-
Feldman, J. (1958). Equivalence and perpendicularity of Gaussian processes. Pacific J. Math. 8, 699-708.
-
(1958)
Pacific J. Math.
, vol.8
, pp. 699-708
-
-
Feldman, J.1
-
16
-
-
0141989607
-
Curves discrimination: a nonparametric functional approach
-
Ferraty, F. & Vieu, P. (2003). Curves discrimination: a nonparametric functional approach. Comput. Statist. Data Anal. 44, 161-173.
-
(2003)
Comput. Statist. Data Anal.
, vol.44
, pp. 161-173
-
-
Ferraty, F.1
Vieu, P.2
-
18
-
-
32544447886
-
Multilayer perceptron with functional inputs: an inverse regression approach
-
Ferré, L. & Villa, N. (2006). Multilayer perceptron with functional inputs: an inverse regression approach. Scand. J. Statist. 33, 807-823.
-
(2006)
Scand. J. Statist.
, vol.33
, pp. 807-823
-
-
Ferré, L.1
Villa, N.2
-
19
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
Fisher, R. A. (1936). The use of multiple measurements in taxonomic problems. Ann. Eugenics 7, 179-188.
-
(1936)
Ann. Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
22
-
-
33745886270
-
Classifier technology and the illusion of progress
-
Hand, D. (2006). Classifier technology and the illusion of progress. Statist. Sci. 21, 1-34.
-
(2006)
Statist. Sci.
, vol.21
, pp. 1-34
-
-
Hand, D.1
-
25
-
-
0035535702
-
Functional linear discriminant analysis for irregularly sampled curves
-
James, G. M. & Hastie, T. J. (2001). Functional linear discriminant analysis for irregularly sampled curves. J. Roy. Statist. Soc. Ser. B 63, 533-550.
-
(2001)
J. Roy. Statist. Soc. Ser. B
, vol.63
, pp. 533-550
-
-
James, G.M.1
Hastie, T.J.2
-
26
-
-
0040571866
-
-
Various Publications Series, No. 4, Matematisk Institut, Aarhus Universitet, Aarhus.
-
Jørsboe, O. G. (1968). Equivalence or singularity of Gaussian measures on function spaces. Various Publications Series, No. 4, Matematisk Institut, Aarhus Universitet, Aarhus.
-
(1968)
Equivalence or singularity of Gaussian measures on function spaces
-
-
Jørsboe, O.G.1
-
28
-
-
55149112607
-
Depth-based classification for functional data
-
(eds R. Liu, R. Serfling & D. L. Souvaine), American Mathematical Society, Providence, RI.
-
López-Pintado, S. & Romo, J. (2006). Depth-based classification for functional data. In Data depth: robust multivariate analysis, computational geometry and applications (eds R. Liu, R. Serfling & D. L. Souvaine ), 103-119. American Mathematical Society, Providence, RI.
-
(2006)
Data depth: robust multivariate analysis, computational geometry and applications
, pp. 103-119
-
-
López-Pintado, S.1
Romo, J.2
-
29
-
-
33750515938
-
Regression models for functional data by reproducing kernel Hilbert spaces methods
-
Preda, C. (2007). Regression models for functional data by reproducing kernel Hilbert spaces methods. J. Statist. Plann. Inference 137, 829-840.
-
(2007)
J. Statist. Plann. Inference
, vol.137
, pp. 829-840
-
-
Preda, C.1
-
30
-
-
34347222890
-
PLS classification of functional data
-
Preda, C., Saporta, G. & Lévéder, C. (2007). PLS classification of functional data. Comput. Statist. 22, 223-235.
-
(2007)
Comput. Statist.
, vol.22
, pp. 223-235
-
-
Preda, C.1
Saporta, G.2
Lévéder, C.3
-
32
-
-
32544451454
-
Support vector machine for functional data classification
-
Rossi, F. & Villa, N. (2006). Support vector machine for functional data classification. Neurocomputing 69, 730-742.
-
(2006)
Neurocomputing
, vol.69
, pp. 730-742
-
-
Rossi, F.1
Villa, N.2
-
33
-
-
0041859202
-
Cariporide preserves mitochondrial proton gradient and delays ATP depletion in cardiomyocites during ischemic conditions
-
Ruiz-Meana, M., García-Dorado, D., Pina, P., Inserte, J., Agulló, L. & Soler-Soler, J. (2003). Cariporide preserves mitochondrial proton gradient and delays ATP depletion in cardiomyocites during ischemic conditions. Am. J. Physiol. Heart Circ. Physiol. 285, H999-H1006.
-
(2003)
Am. J. Physiol. Heart Circ. Physiol.
, vol.285
-
-
Ruiz-Meana, M.1
García-Dorado, D.2
Pina, P.3
Inserte, J.4
Agulló, L.5
Soler-Soler, J.6
-
34
-
-
0002932504
-
Designs for regression problems with correlated errors
-
Sacks, J. & Ylvisaker, N. D. (1966). Designs for regression problems with correlated errors. Ann. Math. Statist. 37, 66-89.
-
(1966)
Ann. Math. Statist.
, vol.37
, pp. 66-89
-
-
Sacks, J.1
Ylvisaker, N.D.2
-
35
-
-
33747495728
-
Radon-Nikodym derivatives with respect to measures induced by discontinuous independent-increment processes
-
Segall, A. & Kailath, T. (1975). Radon-Nikodym derivatives with respect to measures induced by discontinuous independent-increment processes. Ann. Probab. 3, 449-464.
-
(1975)
Ann. Probab.
, vol.3
, pp. 449-464
-
-
Segall, A.1
Kailath, T.2
-
36
-
-
43049109196
-
An extension of Fisher's discriminant analysis for stochastic processes
-
Shin, J. (2008). An extension of Fisher's discriminant analysis for stochastic processes. J. Multiv. Anal. 99, 1191-1216.
-
(2008)
J. Multiv. Anal.
, vol.99
, pp. 1191-1216
-
-
Shin, J.1
-
37
-
-
0000388992
-
Consistent nonparametric regression
-
Stone, C. J. (1977). Consistent nonparametric regression. Ann. Statist. 5, 595-645.
-
(1977)
Ann. Statist.
, vol.5
, pp. 595-645
-
-
Stone, C.J.1
-
38
-
-
77957063650
-
The topological support of Gaussian measure in Banach space
-
Vakhania, N. N. (1975). The topological support of Gaussian measure in Banach space. Nagoya Math. J. 57, 59-63.
-
(1975)
Nagoya Math. J.
, vol.57
, pp. 59-63
-
-
Vakhania, N.N.1
-
39
-
-
84972517039
-
On equivalence of Gaussian measures
-
Varberg, D. E. (1961). On equivalence of Gaussian measures. Pacific J. Math. 11, 751-762.
-
(1961)
Pacific J. Math.
, vol.11
, pp. 751-762
-
-
Varberg, D.E.1
-
40
-
-
84968468853
-
On Gaussian measures equivalent to Wiener measure
-
Varberg, D. E. (1964). On Gaussian measures equivalent to Wiener measure. Trans. Amer. Math. Soc. 113, 262-273.
-
(1964)
Trans. Amer. Math. Soc.
, vol.113
, pp. 262-273
-
-
Varberg, D.E.1
|