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Q&A | February 27, 2014

Rene Denfeld: IMG Powell’s Q&A: Rene Denfeld



Describe your latest book. The Enchanted is a story narrated by a man on death row. The novel was inspired by my work as a death penalty... Continue »
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    The Enchanted

    Rene Denfeld 9780062285508

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Annals of Information Systems #8: Data Mining: Special Issue in Annals of Information Systems

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Annals of Information Systems #8: Data Mining: Special Issue in Annals of Information Systems Cover

 

Synopses & Reviews

Publisher Comments:

Over the course of the last twenty years, research in data mining has seen a substantial increase in interest, attracting original contributions from various disciplines including computer science, statistics, operations research, and information systems. Data mining supports a wide range of applications, from medical decision making, bioinformatics, web-usage mining, and text and image recognition to prominent business applications in corporate planning, direct marketing, and credit scoring. Research in information systems equally reflects this inter- and multidisciplinary approach, thereby advocating a series of papers at the intersection of data mining and information systems research. This special issue of Annals of Information Systems contains original papers and substantial extensions of selected papers from the 2007 and 2008 International Conference on Data Mining (DMIN'07 and DMIN'08, Las Vegas, NV) that have been rigorously peer-reviewed. The issue brings together topics on both information systems and data mining, and aims to give the reader a current snapshot of the contemporary research and state of the art practice in data mining.

Synopsis:

This special issue of AoIS includes rigorously peer-reviewed selected papers from the 2007 International Conference on Data Mining in Las Vegas. The issue covers both information systems and data mining, providing a snapshot of current research and practice.

Table of Contents

Data mining and information systems.- Response-Based Segmentation Using Finite Mixture Partial Least Squares.- Building Acceptable Classification Models.- Mining Interesting Rules Without Support Requirement.- Classification Techniques and Error Control in Logic Mining.- An Extended Study of the Discriminant Random Forest.- Prediction with the SVM using test point margins.- Effects of Oversampling versus Cost-sensitive Learning for Bayesian and SVM Classifiers.- The Impact of Small Disjuncts on Classifier Learning.- Predicting Customer Loyalty Labels in a Large Retail Database.- PCA-based Time Series Similarity Search.- Evolutionary Optimization of Least-Squares Support Vector Machines.- Genetically Evolved kNN Ensembles.- Behaviorally Founded Recommendation Algorithm for Browsing.- Using Web Text Mining to Predict Future Events.- Avoiding Attribute Disclosure with the (Extended) p-Sensitive k-Anonymity Model.- Privacy Preserving Random Kernel Classification of Checkerboard Partitioned Data.

Product Details

ISBN:
9781441912794
Author:
Stahlbock, Robert
Publisher:
Springer
Editor:
Crone, Sven F.
Editor:
Lessmann, Stefan
Author:
Crone, Sven F.
Author:
Lessmann, Stefan
Subject:
Operations Research
Subject:
Information technology
Subject:
Bioinformatics
Subject:
Business Writing
Subject:
Operations Research/Decision Theory
Subject:
Business/Management Science, general
Subject:
Information Systems Applications (incl.Internet)
Subject:
Engineering Economics, Organization, Logistics, Marketing
Subject:
Statistics for Business/Economics/Mathematical Finance/Insurance
Subject:
Operation Research/Decision Theory
Copyright:
Edition Description:
2010
Series:
Annals of Information Systems
Series Volume:
08
Publication Date:
20091123
Binding:
TRADE PAPER
Language:
English
Illustrations:
Y
Pages:
400
Dimensions:
235 x 155 mm 1250 gr

Related Subjects

» Business » Business Plans
» Business » General
» Business » Management
» Business » Writing
» Computers and Internet » Computers Reference » Bioinformatics
» Computers and Internet » Internet » Information
» Computers and Internet » Networking » General
» Health and Self-Help » Health and Medicine » Medical Specialties
» Science and Mathematics » Electricity » General Electronics

Annals of Information Systems #8: Data Mining: Special Issue in Annals of Information Systems New Trade Paper
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Product details 400 pages Springer - English 9781441912794 Reviews:
"Synopsis" by , This special issue of AoIS includes rigorously peer-reviewed selected papers from the 2007 International Conference on Data Mining in Las Vegas. The issue covers both information systems and data mining, providing a snapshot of current research and practice.
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