Databases
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- Rexer Analytics
- Analytic and CRM consulting to deliver insights, drive strategic decisions, and produce measurable results. Based in Boston, Massachusetts.
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- International Conference on Machine Learning and Data Mining (MLDM)
- Biennial conference, held in Leipzig, Germany in July in odd-numbered years. Details of organising committee, information for participants, and tables of contents from previous proceedings.
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- Publications of the Artificial Intelligence Research Laboratory at Iowa State University
- A List of pointers to online publications on data mining algorithms, software, and applications. Many pubs include full pdf or ps versions.
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- SearchDataManagement
- Data Integration, BI, Data Warehousing and other Data Management-related topics examined through exclusive news, expert tips, white papers and advice for data management professionals.
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- Statistical data analysis with decision trees
- Articles about Decision Trees: calculation and interpretation.
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- Unsupervised Adaptive Clustering for Data Prospecting and Data Mining
- By Ben A. Hitt, Ph.D. - American Heuristics Corporation. Automated tools must be developed to help extract meaningful information from a morass of information. Moreover, these tools must be sophisticated enough to search for correlations among the data unspecified by the user, as the potential for unforeseen relationships to exist among the data is very high.
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- Center for Data Insight
- A Data Mining facility where all the elements of the Data Mining process coexist in one center of excellence. The Center is partnered with the latest vendors of Data Mining products covering the entire spectrum of the Data Mining process.
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- Geoff Webb's Research
- Professor of Computer Science at Monash University. Data mining, machine learning and user modeling research includes k-Optimal Rule Discovery (as exemplified by the Magnum Opus system), OPUS (an efficient search algorithm for exploring the space of conjunctive rules), learning complex conditional probabilities from data (as exemplified by the AODE algorithm), MultiBoosting, decision tree grafting and Feature Based Modeling (the first application of an association-rule-like approach to user modeling).
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- Interactive Visual Overviews of Large Multi-Dimensional Datasets
- Exploratory data analysis through machine learning and visualization. Work from AIRL, Dept. of CS, Iowa State University.
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- Resource Aware Ubiquitous Data Mining Project
- Focus on developing a resource-aware ubiquitous data mining system using different algorithmic and optimization techniques.
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- University of Helsinki data mining and machine learning project
- This website details project developments into methods and tools for analyzing large data sets and for searching for unexpected relationships in the data. The project combines development of combinatorial pattern matching algorithms with statistical techniques and database methods. The project has also studied the construction of efficient predictors from large masses of data.
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- Association Rule Miner
- Client-server Java based data mining software for mining association rules. Developed at University of Massachusetts.
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- CLUTO - Clustering Toolkit
- A freely available software toolkit for clustering low- and high-dimensional data sets. It is well-suited for clustering data sets arising in many areas including information retrieval, customer purchasing transactions, science, and biology.
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- DeFindIt Analysis and Reporting
- Open source software for extraction and reporting using a powerful template tool. Deft combines declarative concepts of SQL with all of Perl's features. Requires Linux and Perl
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- Discovery of Multivalued Dependencies from Relations
- Includes source code, related papers and associated projects.
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- ECOBWEB - Concept Formation Program
- Source code for program for creation of hierarchical classification trees. Information about implementations, documentation, and related research papers.