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Home / Reference / Knowledge Management / Knowledge Discovery
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Web Sites
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- Bibliography: Data Mining and Knowledge Discovery in Databases - A bibliography of KDD research from a Computer Science perspective. Links are provided to almost every paper, most of which are seminal.
db.cs.sfu.ca/sections/publication/kdd/kdd.html
- Data Mining Group - Data Mining group in the Laboratory for Knowledge Discovery in Databases (KDD) at Kansas State University
www.kddresearch.org/Groups/Data-Mining
- Goldridge Strategic Landscapes - Visualize complex market relationships based on real-time market data contained in Goldridge databases to which clients subscribe.
www.goldridge.net
- Information Discovery, Inc. - Knowledge Access Suite. Relevant patterns in data are automatically pre-mined into a pattern warehouse for business users.
www.datamining.com
- KD Central - A portal listing links on every aspect of Knowledge Discovery, including theory, articles, guides, tools, consultants, and companies. Very frequently updated, good starting place to find more popular ideas about analysis.
www.kdcentral.com
- KD Nuggets Tool Links - Tools for Data Mining and Knowledge Discovery. Comprehensive list of tools with Internet Links.
www.kdnuggets.com/tools.html
- Knowledge Discovery In Databases: Tools and Techniques - Article by Peggy Wright that presents the results of a literature survey outlining the state-of-the-art in KDD techniques and tools.
www.acm.org/crossroads/xrds5-2/kdd.html
- Knowmadic Inc. - Provides web automation solutions by 'driving' the browser. Applications in B2B integration, web automation, content aggregation, data warehousing, and data mining browser helpers.
www.knowmadic.com
- Megaputer Intelligence - Data, text, and web mining software. PolyAnalyst includes in-place mining, strong Microsoft integration.
www.megaputer.com
- Mining Customer Data - By Gary Saarenvirta. A step-by-step look at a powerful clustering and segmentation methodology.
www.db2mag.com/db_area/archives/1998/q3/98fsaar.shtml
- model&mine - Dorian Pyle, author of "Data Preparation for Data Mining", provides resources on data mining, business modeling, and analytical CRM, including: articles, White Papers, downloads, books, information on courses and consulting, extensive links, and FAQs for mining pro's and newbies.
www.modelandmine.com
- Net Perceptions - Real-time relationship marketing and personalization, integrating high-scale data mining, analytic, and recommendation technologies with a direct conduit to action.
www.netperceptions.com
- Nonlinear Thinking - A thought process that offers simple solutions within complexity reducing the dependence on experts, consultants and external resources. Features articles and tips for discovering novel solutions to recurring problems.
www.nonlinearthinking.com/home.htm
- Psybertron Knowledge Modelling Weblog - What, Why and How do we Know ? Research into models for knowledge management in business organisation decision support. (Supersedes Ian's Knowledge Modelling Weblog)
www.psybertron.org
- Second Moment - The news and business resource for applied analytics. Powerful content weblog mixing articles, commentary, technique and critique of the intersection of academic KD research and the directed KD of corporations.
www.secondmoment.org
- The Deep Web: Surfacing Hidden Value - White paper on the Deep Web, an area of the Internet 550 times larger than the surface web crawled by traditional search engines.
brightplanet.com/deepcontent/tutorials/DeepWeb/index.asp
- UCI Knowledge Discovery in Databases Archive - An online repository of large datasets which encompasses a wide variety of data types, analysis tasks, and application areas. The primary role of this repository is to serve as a benchmark testbed to enable researchers in knowledge discovery and data mining to scale existing and future data analysis algorithms to very large and complex data sets.
kdd.ics.uci.edu
- Web Mining for Knowledge Discovery - Firm offers services mining, analyzing and transforming raw data into meaningful information. Features company profile, description of services and contact details.
www.webmining.net
- Weka 3 - Data Mining with Open Source Machine Learning Software in Java - Weka is a collection of machine learning algorithms for solving real-world data mining problems. It is written in Java and runs on almost any platform. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka is also well-suited for developing new machine learning schemes. Weka is open source software issued under the GNU General Public License.
www.cs.waikato.ac.nz/ml/weka
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