Cargando…

Wavelet neural networks : with applications in financial engineering, chaos, and classification /

Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applic...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Alexandridis, Antonis K.
Otros Autores: Zapranis, Achilleas, 1965-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley & Sons, Inc., [2014]
Temas:
Acceso en línea:Texto completo
Texto completo

MARC

LEADER 00000cam a2200000 i 4500
001 EBOOKCENTRAL_ocn866563831
003 OCoLC
005 20240329122006.0
006 m o d
007 cr |||||||||||
008 131220s2014 nju ob 001 0 eng
010 |a  2013050697 
040 |a DLC  |b eng  |e rda  |e pn  |c DLC  |d YDX  |d EBLCP  |d N$T  |d MHW  |d IDEBK  |d YDXCP  |d E7B  |d DG1  |d DEBSZ  |d CDX  |d COO  |d OCLCF  |d OCLCO  |d UMI  |d DEBBG  |d RECBK  |d COCUF  |d DG1  |d MOR  |d CCO  |d LIP  |d PIFBY  |d ZCU  |d MERUC  |d OCLCQ  |d U3W  |d OCLCQ  |d UUM  |d STF  |d CEF  |d CRU  |d ICG  |d VTS  |d OCLCQ  |d INT  |d VT2  |d OCLCQ  |d TKN  |d OCLCQ  |d UAB  |d DKC  |d OCLCQ  |d UKAHL  |d OCLCQ  |d TUHNV  |d OCLCO  |d CFX  |d OCLCO  |d OCLCQ  |d OCLCO  |d OCLCL 
019 |a 881138404  |a 904769513  |a 908035539  |a 961486907  |a 1124435685  |a 1148149397  |a 1244447321 
020 |a 9781118596296  |q (epub) 
020 |a 1118596293  |q (epub) 
020 |a 9781118595503  |q (pdf) 
020 |a 1118595505  |q (pdf) 
020 |a 9781118596272 
020 |a 1118596277 
020 |a 9781306685009 
020 |a 1306685001 
020 |z 9781118592526  |q (cloth) 
020 |z 1118592522 
029 1 |a AU@  |b 000052339544 
029 1 |a AU@  |b 000065315160 
029 1 |a AU@  |b 000066260554 
029 1 |a CHBIS  |b 010259690 
029 1 |a CHNEW  |b 000942652 
029 1 |a CHVBK  |b 480229449 
029 1 |a DEBBG  |b BV042682797 
029 1 |a DEBBG  |b BV043396441 
029 1 |a DEBBG  |b BV043608926 
029 1 |a DEBSZ  |b 405717059 
029 1 |a DEBSZ  |b 425888053 
029 1 |a DEBSZ  |b 431674817 
029 1 |a DEBSZ  |b 44657998X 
029 1 |a DEBSZ  |b 449426084 
029 1 |a DEBSZ  |b 485044528 
029 1 |a GBVCP  |b 835871177 
029 1 |a NZ1  |b 15581295 
029 1 |a NZ1  |b 15906847 
035 |a (OCoLC)866563831  |z (OCoLC)881138404  |z (OCoLC)904769513  |z (OCoLC)908035539  |z (OCoLC)961486907  |z (OCoLC)1124435685  |z (OCoLC)1148149397  |z (OCoLC)1244447321 
037 |a CL0500000567  |b Safari Books Online 
042 |a pcc 
050 0 0 |a QA403.3 
072 7 |a COM  |x 000000  |2 bisacsh 
082 0 0 |a 006.3/2  |2 23 
049 |a UAMI 
100 1 |a Alexandridis, Antonis K. 
245 1 0 |a Wavelet neural networks :  |b with applications in financial engineering, chaos, and classification /  |c Antonis K. Alexandridis, School of Mathematics, Statistics and Actuarial Science, University of Kent, Canterbury, UK, Achilleas D. Zapranis, Department of Accounting and Finance, University of Macedonia, Thessaloniki, Greece. 
264 1 |a Hoboken, New Jersey :  |b John Wiley & Sons, Inc.,  |c [2014] 
264 4 |c ©2014 
300 |a 1 online resource (xiv, 247 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
505 0 |a Machine learning and financial engineering -- Neural networks -- Wavelet neural networks -- Model selection : selecting the architecture of the network -- Variable selection : determining the explanatory variables -- Model adequacy testing : determining the networks future performance -- Modeling the uncertainty: from point estimates to prediction intervals -- Modeling financial temperature derivatives -- Modeling financial wind derivatives -- Predicting chaotic time series -- Classification of breast cancer cases. 
588 0 |a Print version record and CIP data provided by publisher. 
520 |a Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applications, specifically, providing the mathematical and statistical framework needed for model selection, variable selection, wavelet network construction, initialization, training, forecasting and prediction, confidence intervals, prediction intervals, and model adequacy testing. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Wavelets (Mathematics) 
650 0 |a Neural networks (Computer science) 
650 0 |a Financial engineering. 
650 2 |a Neural Networks, Computer 
650 6 |a Ondelettes. 
650 6 |a Réseaux neuronaux (Informatique) 
650 6 |a Ingénierie financière. 
650 7 |a COMPUTERS  |x General.  |2 bisacsh 
650 7 |a Financial engineering  |2 fast 
650 7 |a Neural networks (Computer science)  |2 fast 
650 7 |a Wavelets (Mathematics)  |2 fast 
700 1 |a Zapranis, Achilleas,  |d 1965- 
758 |i has work:  |a Wavelet neural networks (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCFtbMCXrfVrW6VdhVK9Qjd  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Alexandridis, Antonis K.  |t Wavelet neural networks.  |d Hoboken, New Jersey : John Wiley & Sons, Inc., [2014]  |z 9781118592526  |w (DLC) 2013047838 
856 4 0 |u https://learning.oreilly.com/library/view/~/9781118596296/?ar  |z Texto completo 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1676373  |z Texto completo 
938 |a Askews and Holts Library Services  |b ASKH  |n AH27112991 
938 |a Coutts Information Services  |b COUT  |n 28220650 
938 |a EBL - Ebook Library  |b EBLB  |n EBL1676373 
938 |a EBL - Ebook Library  |b EBLB  |n EBL4036624 
938 |a ebrary  |b EBRY  |n ebr10862614 
938 |a EBSCOhost  |b EBSC  |n 761017 
938 |a ProQuest MyiLibrary Digital eBook Collection  |b IDEB  |n cis28220650 
938 |a Recorded Books, LLC  |b RECE  |n rbeEB00438497 
938 |a YBP Library Services  |b YANK  |n 12676448 
938 |a YBP Library Services  |b YANK  |n 11778608 
938 |a YBP Library Services  |b YANK  |n 11072129 
994 |a 92  |b IZTAP