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

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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