Fr. 64.00

Forecasting English League Football Results - A Fuzzy Inference System approach

Inglese, Tedesco · Tascabile

Spedizione di solito entro 2 a 3 settimane (il titolo viene stampato sull'ordine)

Descrizione

Ulteriori informazioni

Many papers and articles have been written about forecasting the outcome of sporting events, various methods have been used, the predominant methods in use are statistical, with a smaller proportion using soft computing techniques (ie Neural Nets, Fuzzy Logic, adaptive networks, and Genetic algorithms). This book explores the creation of Fuzzy Inference Systems to forecast English Football league outcomes using Clustering techniques. It attempts to achieve at least the results obtained by Statistical techniques and Fuzzy Inference systems to date, both of which achieved 64% forecast performance. The training and test datasets were taken from 22 seasons of fixtures (1984 to 2005). A specific genetic optimisation procedure called radii competition is used to achieve the best forecast performance. The data includes, 12 factors about each team, including historical and current facts to build a profile of each team. This profile enables the program to set relative strengths. The book succeeds in its goal by exceeding the performance achieved by previous statistical and fuzzy models by 10%, maximum forecast performance achieved: 74.21%.

Info autore










Liam has spent 10 years in the electronics manufacturing industryand 18 years in Education. Received his Bachelor of Science inComputer Applications from Dublin City University, specialisingin database programming, and Master of Science in Computing fromthe Institute of Technology Sligo, specialising in ArtificialIntelligence.

Dettagli sul prodotto

Autori Liam O Donnell
Editore LAP Lambert Academic Publishing
 
Lingue Inglese, Tedesco
Formato Tascabile
Pubblicazione 01.01.2013
 
EAN 9783838357812
ISBN 978-3-8383-5781-2
Pagine 172
Dimensioni 150 mm x 220 mm x 10 mm
Peso 246 g
Categoria Scienze naturali, medicina, informatica, tecnica > Matematica > Analisi

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