Evolutionary Applications for Financial Prediction: Classification Methods to Gather Patterns Using Genetic Programming - Brossura
Sinossi
This book presents three applications, based on Machine Learning and Genetic Programming, which are devoted to find useful patterns to predict future events. The objective is to train the algorithms by using past data to produce a classifier that identifies the positive cases and discriminates the false alarms. This work uses examples for predicting future opportunities in financial stock markets in cases where the number of profitable opportunities is scarce. However, when the number of positive examples is small in comparison with the number of total cases, the identification of useful patterns becomes a serious challenge. Nevertheless, the objective of many real world problems, is precisely to identify the minority class as the fraud detection problem, or medical diagnosis and many other examples. The techniques of this book are suitable to deal with imbalanced data sets, provide comprehensible results that allow users to understand the factors that are involved in the decision, as well as to generate a range of solutions that let the user choose the best trade off according to their risk preferences.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
L'autore
Dr. Alma Lilia García-Almanza is PhD in Computer Science from the University of Essex, her research interests are on evolutionary computation, machine learning, data mining and financial forecasting. Professor Edward Tsang is the co-founder and Director of the Centre for Computational Finance and Economic Agents at University of Essex.
Product Description
Book by Garcia Almanza Dr Alma Lilia Edward Tsang Professo
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
Risultati della ricerca per Evolutionary Applications for Financial Prediction:...
Immagini fornite dal venditore
Evolutionary Applications for Financial Prediction
Editore:
VDM Verlag Dr. Müller, 2011
ISBN 10: 3639307674
ISBN 13: 9783639307672
Nuovo
Kartoniert / Broschiert
Da: moluna, Greven, Germania
Valutazione del venditore 4 su 5 stelle
Kartoniert / Broschiert. Condizione: New. Codice articolo 4976159
Compra nuovo
EUR 52,71
Spedizione EUR 48,99
Spedito da Germania a U.S.A.
Spedito da Germania a U.S.A.
Quantità: Più di 20 disponibili
Immagini fornite dal venditore
Evolutionary Applications for Financial Prediction | Classification Methods to Gather Patterns Using Genetic Programming
Da: preigu, Osnabrück, Germania
Valutazione del venditore 5 su 5 stelle
Taschenbuch. Condizione: Neu. Evolutionary Applications for Financial Prediction | Classification Methods to Gather Patterns Using Genetic Programming | Alma Lilia Garcia Almanza (u. a.) | Taschenbuch | Englisch | VDM Verlag Dr. Müller | EAN 9783639307672 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Codice articolo 107108474
Compra nuovo
EUR 57,95
Spedizione EUR 70,00
Spedito da Germania a U.S.A.
Spedito da Germania a U.S.A.
Quantità: 5 disponibili
Immagini fornite dal venditore
Evolutionary Applications for Financial Prediction : Classification Methods to Gather Patterns Using Genetic Programming
Print on DemandDa: AHA-BUCH GmbH, Einbeck, Germania
Valutazione del venditore 5 su 5 stelle
Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book presents three applications, based on Machine Learning and Genetic Programming, which are devoted to find useful patterns to predict future events. The objective is to train the algorithms by using past data to produce a classifier that identifies the positive cases and discriminates the false alarms. This work uses examples for predicting future opportunities in financial stock markets in cases where the number of profitable opportunities is scarce. However, when the number of positive examples is small in comparison with the number of total cases, the identification of useful patterns becomes a serious challenge. Nevertheless, the objective of many real world problems, is precisely to identify the minority class as the fraud detection problem, or medical diagnosis and many other examples. The techniques of this book are suitable to deal with imbalanced data sets, provide comprehensible results that allow users to understand the factors that are involved in the decision, as well as to generate a range of solutions that let the user choose the best trade off according to their risk preferences. Codice articolo 9783639307672
Compra nuovo
EUR 68,82
Spedizione EUR 61,22
Spedito da Germania a U.S.A.
Spedito da Germania a U.S.A.
Quantità: 2 disponibili
Foto dell'editore
Evolutionary Applications for Financial Prediction: Classification Methods to Gather Patterns Using Genetic Programming
Editore:
VDM Verlag Dr. Müller, 2011
ISBN 10: 3639307674
ISBN 13: 9783639307672
Antico o usato
Paperback
Da: Mispah books, Redhill, SURRE, Regno Unito
Valutazione del venditore 4 su 5 stelle
Paperback. Condizione: Like New. LIKE NEW. SHIPS FROM MULTIPLE LOCATIONS. book. Codice articolo ERICA77336393076745
Compra usato
EUR 145,68
Spedizione EUR 28,98
Spedito da Regno Unito a U.S.A.
Spedito da Regno Unito a U.S.A.
Quantità: 1 disponibili