Data Mining in Manufacturing kitap kapağı
Kitap başlığı:

Data Mining in Manufacturing

Data Mining Technology to Improve Manufacturing Process and Product Design

VDM Verlag Dr. Müller (2011-07-18 )

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ISBN-13:

978-3-639-37025-6

ISBN-10:
3639370252
EAN:
9783639370256
Kitabın dili:
İngilizce
Özet:
In recent years manufacturing enterprises are increasingly automated and collect and store large quantities of data relating to their products and production systems. This electronically stored data can hold both process measures and hidden information, which can be very important when discovered. Knowledge discovery in databases provides the tools to explore historic or current data to reveal many kinds of previously unknown knowledge from these databases. Manufacturing enterprises data is complex and may include information relating to design, process improvement and limitations, manufacturing machines and tools, and product quality. This book focuses on issues relating to information extraction from engineering databases in general and from manufacturing processes in particular using their historical databases. It also addresses the important issue of how the process or the design of the product can be improved based on such information.
Yayınevi:
VDM Verlag Dr. Müller
Websitesi:
http://www.vdm-verlag.de
Yazar:
Muhammad Shahbaz
Sayfa sayısı:
208
Yayın tarihi:
2011-07-18
Hisse:
Mevcut
Kategori:
Makine mühendisliği, üretim teknolojisi
Fiyat:
79.00 €
Anahtar kelimeler:
Knowledge Discovery in Database, Data Mining, association rules, Clustering, Supervised Clustering, Decision Trees, Rule Induction, machine learning, CRISP-DM, Manufacturing, Engineering, Product design, Process Capability, Knowledge Reuse

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