Application of data mining in e-business and finance / edited by Carlos Soares, ... [et al.].

Format:

Book

Conference/Event

Contributor:

Soares, Carlos A. Mota, 1945-

Conference Name:

Pacific-Asia Conference on Knowledge Discovery and Data Mining (2007 : Nanjing, China)

Series:

Frontiers in artificial intelligence and applications ; vol. 177.

Frontiers in artificial intelligence and applications, 0922-6389 ; vol. 177

Language:

English

Subjects (All):

Data mining--Congresses.

Data mining.

Electronic commerce--Congresses.

Electronic commerce.

Physical Description:

1 online resource (156 p.)

Edition:

1st ed.

Place of Publication:

Amsterdam ; Washington, D.C. : IOS Press, c2008.

Language Note:

English

Summary:

In spite of the close relationship between research and practice in Data Mining, it is not easy to find information on some of the important issues involved in real world application of DM technology. This book address some of these issues. It is suitable for Data Mining researchers and practitioners.

Contents:

Title page; Preface; Program Committee; Contents; Applications of Data Mining in E-Business and Finance: Introduction; Evolutionary Optimization of Trading Strategies; An Analysis of Support Vector Machines for Credit Risk Modeling; Applications of Data Mining Methods in the Evaluation of Client Credibility; A Tripartite Scorecard for the Pay/No Pay Decision-Making in the Retail Banking Industry; An Apriori Based Approach to Improve On-Line Advertising Performance; Probabilistic Latent Semantic Analysis for Search and Mining of Corporate Blogs; A Quantitative Method for RSS Based Applications

Comparing Negotiation Strategies Based on OffersTowards Business Interestingness in Actionable Knowledge Discovery; A Deterministic Crowding Evolutionary Algorithm for Optimization of a KNN-Based Anomaly Intrusion Detection System; Analysis of Foreign Direct Investment and Economic Development in the Yangtze Delta and Its Squeezing-in and out Effect; Sequence Mining for Business Analytics: Building Project Taxonomies for Resource Demand Forecasting; Author Index

Notes:

Contains extended versions of a selection of papers presented at the workshop Data mining for business, held in 2007 together with the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Nanjing China--Preface.

Includes bibliographical references and index.

ISBN:

6611786392

1-281-78639-X

9786611786397

1-4356-7820-6

600-00-0657-8

1-60750-354-9

OCLC:

646786555