Neural networks in applied statistics - Discussion

被引：0

作者：

DeVeaux, RD ^{[1
]}

Ungar, LH ^{[1
]}

机构：

[1] UNIV PENN,DEPT CHEM ENGN,PHILADELPHIA,PA 19104

来源：

TECHNOMETRICS | 1996年 / 38卷 / 03期

关键词：

D O I：

暂无

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

In this discussion, we give a short overview of some of the uses of artificial neural networks in practice. This is not intended to be an exhaustive list, but it includes some widely used industrial examples with which we are familiar. From our experience, we also attempt to point out why they are used and what the relative advantages and disadvantages of using a neural network over a traditional statistical method might be.

引用

页码：215 / 218

页数：4

共 50 条

[21] NEURAL NETWORKS AND RELATED METHODS FOR CLASSIFICATION - DISCUSSION
WHITTLE, P
KAY, J
HAND, DJ
TARASSENKO, L
BROWN, PJ
TITTERINGTON, DM
TAYLOR, C
GILKS, WR
CRITCHLEY, F
MAYNE, AJ
WAHBA, G
LUTTRELL, SP
BACZKOWSKI, AJ
MARDIA, KV
BREIMAN, L
BUNTINE, W
CHATFIELD, C
DEVEAUX, RD
DARKEN, CJ
UNGAR, LH
GLENDINNING, RH
HASTIE, T
TIBSHIRANI, R
MCLACHLAN, GJ
MICHIE, D
OWEN, AB
WOLPERT, DH
RIPLEY, BD
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1994, 56 (03) : 437 - 456
[22] Artificial Neural Networks Applied in Civil Engineering
Lagaros, Nikos D. D.
APPLIED SCIENCES-BASEL, 2023, 13 (02):
[23] Artificial Neural Networks Applied to Image Steganography
Brandao, A. S.
Jorge, D. C.
IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (03) : 1361 - 1366
[24] Dynamic Neural Networks Applied to Melody Retrieval
Gomez, Laura E.
Sossa, Humberto
Barron, Ricardo
Jimenez, Julio F.
ADVANCES IN SOFT COMPUTING - MICAI 2010, PT II, 2010, 6438 : 269 - 279
[25] Artificial neural networks applied to the coagulation process
de Menezes, Fabio Conceicao
Oliveira Rodriguez Esquerre, Karla Patricia Santos
Kalid, Ricardo de Araujo
Kiperstok, Asher
de Oliva Matos, Mario Cezar
Moreira, Rodrigo
ENGENHARIA SANITARIA E AMBIENTAL, 2009, 14 (04) : 449 - 454
[26] Neural networks applied in intrusion detection systems
Bonifacio, JM
Cansian, AM
de Carvalho, ACPLF
Moreira, ES
IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, 1998, : 205 - 210
[27] Neural networks applied to automatic fault detection
Jakubek, S
Strasser, T
2002 45TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, 2002, : 639 - 642
[28] Graph Neural Networks and Applied Linear Algebra
Moore, Nicholas S.
Cyr, Eric C.
Ohm, Peter
Siefert, Christopher M.
Tuminaro, Raymond S.
SIAM REVIEW, 2025, 67 (01) : 141 - 175
[29] Uncertainty Analysis Applied to Feedforward Neural Networks
Hess, David E.
Roddy, Robert F.
Faller, William E.
SHIP TECHNOLOGY RESEARCH, 2007, 54 (03) : 114 - +
[30] NEURAL NETWORKS APPLIED IN ELECTROMAGNETIC INTERFERENCE PROBLEMS
Micu, Dan D.
Czumbil, Levente
Christoforidis, Giorgios
Simion, Emil
REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2012, 57 (02): : 162 - 171

← 1 2 3 4 5 →