Advances in Data Mining: Applications in E-Commerce, Medicine, and Knowledge Management / Edition 1

Advances in Data Mining: Applications in E-Commerce, Medicine, and Knowledge Management / Edition 1

by Petra Perner
     
 

ISBN-10: 3540441166

ISBN-13: 9783540441168

Pub. Date: 10/03/2002

Publisher: Springer Berlin Heidelberg

This book presents six thoroughly reviewed and revised full papers describing selected projects on data mining.
Three papers deal with data mining and e-commerce, focusing on sequence rule analysis, association rule mining and knowledge discovery in databases, and intelligent e-marketing with Web mining. One paper is devoted to experience management and process

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Overview

This book presents six thoroughly reviewed and revised full papers describing selected projects on data mining.
Three papers deal with data mining and e-commerce, focusing on sequence rule analysis, association rule mining and knowledge discovery in databases, and intelligent e-marketing with Web mining. One paper is devoted to experience management and process learning. The last two papers report on medical applications, namely on genomic data processing and on case-based reasoning for prognosis of influenza.

Product Details

ISBN-13:
9783540441168
Publisher:
Springer Berlin Heidelberg
Publication date:
10/03/2002
Series:
Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Series, #2394
Edition description:
2002
Pages:
120
Product dimensions:
0.26(w) x 9.21(h) x 6.14(d)

Table of Contents

Data Mining and E-commerce.- Sequence Rules for Web Clickstream Analysis.- Data Mining of Association Rules and the Process of Knowledge Discovery in Databases.- Intelligent E-marketing with Web Mining, Personalization, and User-Adpated Interfaces.- Knowledge Management and Data Mining.- The indiGo Project: Enhancement of Experience Management and Process Learning with Moderated Discourses.- Medical Applications.- Genomic Data Explosion — The Challenge for Bioinformatics?.- Case-Based Reasoning for Prognosis of Threatening Influenza Waves.

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