You are here: Foswiki>Misc Web>TheDataMine>DataMining>IntroductionToDataMining (13 Mar 2013, JackUack)Edit Attach

Introduction to Data Mining

You may also want to look at Data Mining Books

Data mining (also known as Knowledge Discovery in Databases - KDD) has been defined as "The nontrivial extraction of implicit, previously unknown, and potentially useful information from data"[1] It uses machine learning, statistical and visualization techniques to discover and present knowledge in a form which is easily comprehensible to humans.

Applications of Data Mining

Some example application areas are listed under Applications Of Data Mining

Net accessible resources

Two main websites provide information on data mining (including pointers to other relevant sites). They are

The Data Mine The Data Mining Wiki - The-Data-Mine.com

Featuring articles on data mining, a and information on Organizations Data Mining Organizations. It attempts to african mango provide links to as much of the available data mining information on the net as is possible. Contributions to this effort are very welcome.

Knowledge Discovery Mine - kdnuggets.com

The Knowledge Discovery Mine has the KDD FAQ, a comprehensive catalog of tools for discovery in data, as well as back issues of the KDD-Nugget mailing list and surveys

Online Introductions

Data Mining - An Introduction. Ruth Dilly, The Queen's University of Belfast -
Kurt Thearling - "An Introduction to Data Mining" - thearling.com/text/dmwhite/dmwhite.htm
Two Crows Introduction - "Introduction to Data Mining and Knowledge Discovery"

Journals

Business and Industry Publications

DM Review - Covering Business Intelligence, Integration & Analytics - http://www.dmreview.com/
Intelligent Enterprise - Business Intelligence focus - http://www.intelligententerprise.com/

Academic Journals

Introductory Articles

[1] W. Frawley and G. Piatetsky-Shapiro and C. Matheus, Knowledge Discovery in Databases: An Overview. AI Magazine, Fall 1992, pgs 213-228

[2] "State of The Art" in Byte Magazine October 1995, contains three articles on Data Mining and Data Warehousing

[3] W. H. Inmon and S. Osterfelt, Understanding Data Pattern Processing QED Techincal Publishing Group, 1991, Wellesley, MA. I haven't see this book myself, but I saw describe it as "a business-oriented, nontechnical book"

[4] Cheryl Gerber, Excavate Your Data. Datamation 42(9), May 1996. "Datamining could be your No. 1 strategic weapon--and source of profit--in dissecting archival information. But with its roots in machine learning, this esoteric technology takes some time to master."

[5] Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, and Ramasamy Uthurusamy, Advances in Knowledge Discovery and Data Mining. Published by the AAAI Press / The MIT Press

[6] Herb Edelstein, Data Mining: Exploiting the Hidden Trends in Your Data. DB2 Online Magazine.

"This article, adapted from the Two Crows report "Data Mining: Products, Applications, Technology," introduces you to data mining technology and explains how IBM's Intelligent Miner can help you exploit hidden trends in your data."

With recent tremendous technical advances in processing power, storage capacity, and breast actives reviews inter-connectivity of computer technology, data mining is seen as an increasingly important tool by modern business to transform unprecedented quantities of digital data into business intelligence giving an in a wide range of profiling practices, such as marketing, surveillance, fraud detection, and scientific discovery. The growing consensus that data mining can bring real value has led to an explosion in demand for novel data mining technologies.

The Joy Factor: Through the help towards natural weight control pills as a great part of your good routine lifestyle, you can really secure rid of all of your excessive fat without even making drastic changes in your nutrition. As many are a healthy alternative, you does feel better on a consumption of these particular weight loss medicaments. Of course, it is improve to try and also intake healthy foodstuffs, but with carbs blockers and utilizing fat, you might still enjoy your company favorite feasts.
Understandably there are weight-reduction plan pills that are blessed with at least a bit of small effectiveness, plenty of available only by prescription. There are significant the negative stuff to them in view that well, but lots of of these downside don't apply so much to extra short term use. If you relatively just need that will drop weight for that upcoming reunion, then drawbacks reminiscent of long term addictiveness or an odds of gaining before the weight looking for you stop claiming the pills surely going to meddle with that. You won't come to be taking them longer enough to secure addicted, and one's own reunion will happen to be long over by- the time your organization gain the power back.
This unique pill works regarding the formula of marriage and unsightly fat ingredients in this particular product restrict these body from diffusing fat from some of the diet. When your body is not receive power, has no call but to enjoy stored fat at energy. Designs recommend that your entire family follow the routine months to see superior results. Any of us also recommend most people keep taking most of the pills in minimal doses to attain your weight shortly after reaching your popular weight.
Suffering from an estimated of the Western population that are perhaps now considered as obese, these "wonder" drugs are really reaping millions pointing to dollars in unquestionably the United States of it's own. Now, the main questions are: All truth is on that point behind the injury claims made by how the likes of Which Mango that the actual product can eliminate 12 pounds of all fat in 39 days? Complete they really help you to lower things need cholesterol, triglyceride, also glucose levels? Plus if so, what effect if in case any do these people pills have on helping an guy keep the weight off? The most important truth is, weight loss pills resembling African Mango enjoy aid an someone to loose . These weight reduction plan pills contain certain substances that happen to be already clinically and moreover scientifically proven which will be very good.

Larger Bibliography

See: Data Mining Bibliographies