Relational Data Mining
AFSS '02 Proceedings of the 2002 AFSS International Conference on Fuzzy Systems. Calcutta: Advances in Soft Computing
Application of Neural Network Technique to Combustion Spray Dynamics Analysis
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Pattern Detection and Discovery
Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery
Handbook of data mining and knowledge discovery
An introduction to information technology and business intelligence
Data warehousing and web engineering
Proof running two state-of-the-art pattern recognition techniques in the field of direct marketing
Enterprise information systems IV
Towards a continuous personalization experience
Dutch HCI '04 Proceedings of the conference on Dutch directions in HCI
Minority report in fraud detection: classification of skewed data
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Evaluation of decision trees: a multi-criteria approach
Computers and Operations Research
Lessons and Challenges from Mining Retail E-Commerce Data
Machine Learning
A Data Mining Approach for Retailing Bank Customer Attrition Analysis
Applied Intelligence
Multicampaign Assignment Problem
IEEE Transactions on Knowledge and Data Engineering
Tests and variables selection on regression analysis for massive datasets
Data & Knowledge Engineering
ICCOMP'07 Proceedings of the 11th WSEAS International Conference on Computers
Diminishing downsides of Data Mining
International Journal of Business Intelligence and Data Mining
A hybrid system for concept-based web usage mining
International Journal of Hybrid Intelligent Systems
Business intelligence approach to supporting strategy-making of ISP service management
Expert Systems with Applications: An International Journal
A novel particle swarm optimization for multiple campaigns assignment problem
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
An application of data mining technique in developing sizing system for army soldiers in Taiwan
WSEAS Transactions on Computers
Framework for formal implementation of the business understanding phase of data mining projects
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Constructing a decision tree from data with hierarchical class labels
Expert Systems with Applications: An International Journal
Information Systems Management
The privacy framework: protecting clickstream data
LawTech '07 Proceedings of the Fifth IASTED International Conference on Law and Technology
Fuzzy transforms method and attribute dependency in data analysis
Information Sciences: an International Journal
A Fuzzy Data Warehouse Approach for Web Analytics
WSKS '09 Proceedings of the 2nd World Summit on the Knowledge Society: Visioning and Engineering the Knowledge Society. A Web Science Perspective
Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
New theoretical findings in multiple personalized recommendations
Proceedings of the 2010 ACM Symposium on Applied Computing
Joint cutoff probabilistic estimation using simulation: a mailing campaign application
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
CRBT customer churn prediction: can data mining techniques work?
International Journal of Networking and Virtual Organisations
The Knowledge Engineering Review
A novel image retrieval model based on the most relevant features
Knowledge-Based Systems
Identifying new business areas using patent information: A DEA and text mining approach
Expert Systems with Applications: An International Journal
Constructing credit auditing and control & management model with data mining technique
Expert Systems with Applications: An International Journal
Using data mining technology to deign an quality control system for manufacturing industry
ECS'10/ECCTD'10/ECCOM'10/ECCS'10 Proceedings of the European conference of systems, and European conference of circuits technology and devices, and European conference of communications, and European conference on Computer science
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Discovering cardholders' payment-patterns based on clustering analysis
Expert Systems with Applications: An International Journal
Advanced Engineering Informatics
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Data mining project: a critical element in teaching, learning and assessment of a data mining module
BNCOD'11 Proceedings of the 28th British national conference on Advances in databases
Using OVA modeling to improve classification performance for large datasets
Expert Systems with Applications: An International Journal
An inference engine for personalized content adaptation in heterogeneous mobile environment
UCS'06 Proceedings of the Third international conference on Ubiquitous Computing Systems
An application of apriori algorithm on a diabetic database
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Evaluation of an integrated Knowledge Discovery and Data Mining process model
Expert Systems with Applications: An International Journal
Intelligent Analysis of Acute Bed Overflow in a Tertiary Hospital in Singapore
Journal of Medical Systems
Multi-level relationship outlier detection
International Journal of Business Intelligence and Data Mining
Customer attrition in retailing: An application of Multivariate Adaptive Regression Splines
Expert Systems with Applications: An International Journal
INFORMS Journal on Computing
Investigating the relationship among self-leadership strategies by association rules mining
International Journal of Business Information Systems
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From the Publisher:"Berry and Linoff lead the reader down an enlightened path of best practices." -Dr. Jim Goodnight, President and Cofounder, SAS Institute Inc."This is a great book, and it will be in my stack of four or five essential resources for my professional work." -Ralph Kimball, Author of The Data Warehouse Lifecycle ToolkitMastering Data MiningIn this follow-up to their successful first book, Data Mining Techniques, Michael J. A. Berry and Gordon S. Linoff offer a case study-based guide to best practices in commercial data mining. Their first book acquainted you with the new generation of data mining tools and techniques and showed you how to use them to make better business decisions. Mastering Data Mining shifts the focus from understanding data mining techniques to achieving business results, placing particular emphasis on customer relationship management.In this book, you'll learn how to apply data mining techniques to solve practical business problems. After providing the fundamental principles of data mining and customer relationship management, Berry and Linoff share the lessons they have learned through a series of warts-and-all case studies drawn from their experience in a variety of industries, including e-commerce, banking, cataloging, retailing, and telecommunications.Through the cases, you will learn how to formulate the business problem, analyze the data, evaluate the results, and utilize this information for similar business problems in different industries.Berry and Linoff show you how to use data mining to:* Retain customer loyalty* Target the right prospects* Identify new markets for products and services* Recognize cross-selling opportunities on and off the Web. Thecompanion Web site features:* Updated information on data mining products and service providers* Information on data mining conferences, courses, and other sources of information* Full-color versions of the illustrations used in the book