Innovative Applications in Data Mining: Studies in Computational Intelligence, cartea 169
Editat de Nadia Nedjah, Luiza de Macedo Mourelle, Janusz Kacprzyken Limba Engleză Hardback – 17 ian 2009
This volume offers a wide spectrum of research work developed for data mining for real-world application. In the following, we give a brief introduction of the chapters that are included in this book.
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Specificații
ISBN-13: 9783540880448
ISBN-10: 3540880445
Pagini: 140
Ilustrații: XIV, 124 p. 57 illus.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.39 kg
Ediția:2009
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Berlin, Heidelberg, Germany
ISBN-10: 3540880445
Pagini: 140
Ilustrații: XIV, 124 p. 57 illus.
Dimensiuni: 155 x 235 x 12 mm
Greutate: 0.39 kg
Ediția:2009
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence
Locul publicării:Berlin, Heidelberg, Germany
Public țintă
ResearchCuprins
Application of Data Mining Techniques to Storage Management and Online Distribution of Satellite Images.- A GUI Tool for Plausible Reasoning in the Semantic Web Using MEBN.- Multiobjective Optimization and Rule Learning: Subselection Algorithm or Meta-heuristic Algorithm?.- Clustering Dynamic Web Usage Data.- Towards Characterization of the Data Generation Process.- Data Mining Applied to the Electric Power Industry: Classification of Short-Circuit Faults in Transmission Lines.
Textul de pe ultima copertă
Data mining consists of attempting to discover novel and useful knowledge from data, trying to find patterns among datasets that can help in intelligent decision making. However, reports of real-world case studies are not generally detailed in the literature, due to the fact that they are usually based on proprietary datasets, making it impossible to publish the results. This kind of situation makes hard to evaluate, in a precise way, the degree of effectiveness of data mining techniques in real-world applications. On the other hand, researchers of this field of expertise usually exploit public-domain datasets.
This volume offers a wide spectrum of research work developed for data mining for real-world application. In the following, we give a brief introduction of the chapters that are included in this book.
This volume offers a wide spectrum of research work developed for data mining for real-world application. In the following, we give a brief introduction of the chapters that are included in this book.
Caracteristici
Recent advances in data mining