Projects and Research (21)
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The QUEST Data Mining Group 
- IBM's QUEST team work on several data mining projects, especially techniques for extracting associations, classifications, sequential patterns and time sequences. They also provide a free software tool, DB2 Universal Database and Intelligent Miner, to ac
- http://www.almaden.ibm.com/software/quest/
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DBMiner and Data Mining Projects - Intelligent database systems research laboratory, Simon Fraser University. Includes downloadable research theses and publications. - http://ddm.cs.sfu.ca/    Data Mining, Machine Learning and Bioinformatics Research, University of Edinburgh - James Malone is a Research Fellow for AIAI at the University of Edinburgh. His research encompasses data mining, machine learning, Bioinformatics and Proteomics. This site also offers a free Association Rule data mining tool - the Armada software. - http://www.aiai.ed.ac.uk/~jmalone Data Mining Research Laboratory @ LaTech - Data Mining Research Laboratory at Louisiana Tech University has research specialization in the arena of Bioinformatics, Clinical Imaging and knowledge discovery applications in distributed and heterogeneous data domains. - http://dmrl.latech.edu Microsoft Data Mining Research - A long term Knowledge Discovery and Data Mining project which has the current short-term goals of research into (i) the integration of data mining with database systems and (ii) scalable data mining algorithms. - http://research.microsoft.com/dmx/DataMining/default.aspx 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 techn - http://www.cs.helsinki.fi/research/fdk/datamining/ 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 conj - http://www.csse.monash.edu.au/~webb/ Resource Aware Ubiquitous Data Mining Project - Focus on developing a resource-aware ubiquitous data mining system using different algorithmic and optimization techniques. - http://www.csse.monash.edu.au/~mgaber/main.html National Center for Data Mining (NCDM) - National Center for Data Mining - A national resource for high performance and distributed for data mining. The center also researches several cutting-edge data mining projects. - http://www.ncdm.uic.edu/ Xelopes Data Mining Library - The XELOPES library is an open platform-independent and data-source-independent library for Embedded Data Mining. XELOPES is CWM-compatible, supports the relevant Data Mining standards and can be combined with all analytical software. - http://www.zsoft.ru Center for Data Insight - Comprehensive 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. - http://www.insight.nau.edu/ Equicom, Inc. Unsupervised Data Clustering - Non-biological intelligence concept based on a matrix reasoning algorithm representing an intelligent data understanding system. The NBI-algorithm allows for unsupervised hierarchical multi-dimensional clustering based on hundreds of parameters. - http://www.matrixreasoning.com Approximate Query Answering (AQUA) - A project for exploratory data analysis, aiming to improve responses for large database queries. Through Bell Labs. - http://www.bell-labs.com/project/aqua/ Machine Learning and Applied Statistics (MLAS) - Group at Microsoft focused on learning from data and data mining. By building software that automatically learns from data, enable applications that do intelligent tasks such as handwriting recognition, and help human data analysts explore their data. - http://research.microsoft.com/mlas/ Data Mining Information - Information on KDD applications and systems. Also includes a glossary and success stories. - http://www.lri.fr/iasi/introduction.en.html 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. - http://www.cs.iastate.edu/~honavar/ailab/projects/eda.html Incremental Learning from Distributed Dynamic Data Sources - Algorithmic and systems solutions for knowledge acquisition from distributed data sets. Work from AIRL, Dept. of CS, Iowa State University. - http://www.cs.iastate.edu/~honavar/ailab/projects/inclearn.html Data Mining in Engineering - Group combining modern statistical methods, machine learning, and knowledge of specific application areas to develop new approaches to data mining. University of Toronto. - http://chem-eng.utoronto.ca/~datamining/index.html Data Miners - Data mining or knowledge discovery in databases, is a new research area developing methods and systems for extracting interesting and useful information from large sets of data. University of Helsinki. - http://www.cs.helsinki.fi/research/pmdm/datamining/ |
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