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Top: Computers: Software: Databases: Data Mining (234)
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Estimating Campaign Benefits and Modeling Lift (Overheads) - In assessing the potential of data mining based marketing campaigns one needs to estimate the payoff of applying modeling to the problem of predicting behavior of some target population. We present a methodology for initial cost/benefit analysis and present surprising empirical results, based on actual business data from several domains, on achievable model accuracy. Bank Of Montreal Mines Knowledge From Data - Jan Mrazek says privacy and performance are key issues in business intelligence and data mining for the Bank of Montreal. Data Mining on the Web - Article by Dan Greening on data mining techniques applied to analyzing and making decisions from web data. Market Mining Tools - A variety of modeling technologies to create response, retention, and valuation models and marketing analyses. These include Statistical Networks, Linear Regression, Logistic Regression, K-Nearest Neighbor and C4.5 Decision Trees. About.com on Data Mining - About.com presents a collection of original feature articles, net links, forum discussions and a chat room dedicated to data mining and data warehousing topics. Web-Datamining - Web-datamining.net gather information and exchanges on Data Mining, Statistics and Knowledge Discovery, including publications, meetings and tools. In French and English Top Ten Data Mining Questions - Fundamental questions can quickly clarify the business benefits and the power of a data mining system, setting its advantages in a clear perspective. Joel Ratsaby Research Web Site - Personal Web page describing personal, professional and research capabilities on Intelligent Systems, Data Mining, Bayesian Networks and Learning Theory. Kurt Thearling: Data Mining and CRM - Information on data mining and CRM technology. Includes many articles and white papers Data Mining Resources - A collection of Data Mining links edited by the Central Connecticut State University E-Mining Myth & Magic: Using Data Mining Successfully - by Michael Meltzer The Data Mine - Launched in April 1994 to provide information about Data Mining (AKA Knowledge Discovery In Databases or KDD). A Twiki site full of guides, info, and links Data Mining and Knowledge Discovery - A peer-reviewed journal publishing articles on all aspects of Knowledge Discovery in Databases (KDD) and data mining methods for extracting high-level representations (patterns and models) from data. Accepts submissions of original research or technical survey articles of related fields and techniques. DSS Lab - Includes articles and guides from some of the top applied data miners including Erik Thomsen, George Spofford, and Michael Berry Distribution Analysis module for PostgreSQL - Graphical parameter distribution and function relations analysis software for PostgreSQL Tyson Software - Flagship product, The Query Tool, a data mining application that performs data analysis upon any SQL database. Data can be sorted, filtered, printed and exported to a variety of formats. Visual Basic Data Mining .NET - An online resource on data mining with applications developed using Visual Basic or the .NET framework. Features free data mining source code, applications, data mining algorithm documentation and data mining quick start guides. Includes Naive Bayes Classifiers, Decision Trees, One Rule (1Rule).
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