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Data
Mining
Kdnuggets
KD stands for Knowledge Discovery) is the leading source of information
on Data Mining, Web Mining, Knowledge Discovery, and Decision
Support Topics, including News, Software, Solutions, Companies,
Jobs, Courses, Meetings, Publications, and more.
DMG The Data Mining
Group (DMG) is an independent, vendor led group which develops
data mining standards, such as the Predictive Model Markup Language
(PMML). DMG's XML related standards can be found at Source Forge.
Version 3.0 was released in October
Data
Mining Data Mining,
if you haven't heard of it before, is the automated extraction
of hidden predictive information from databases. Over the past
fifteen years I have been involved in the creation of a number
of commercial data mining software applications, including Darwin
from Thinking Machines (now part of Oracle), Xchange Dialogue
for Modeling, AnVil's Data Analysis Platform Technology (ADAPT),
and Pilot Software's Discovery Server. As part of this work, I
have spent time solving problems in variety of areas, including
financial services, insurance, telecommunications, and the life
sciences. I am currently Director of Strategic Technology at Capital
One.
Two
Crows Accuracy is an important factor in assessing the success
of data mining. When applied to data, accuracy refers to the rate
of correct values in the data. When applied to models, accuracy
refers to the degree of fit between the model and the data. This
measures how error-free the model's predictions are. Since accuracy
does not include cost information, it is possible for a less accurate
model to be more cost-effective. Also see precision.
Almaden
IBM The Intelligent Information Systems Research (aka. Quest)
group, led by Dr. Rakesh Agrawal, IBM Fellow, is designing information
systems that preserve the privacy and ownership of data while
not impeding the flow of information. Our work is motivated by
the technical challenges posed by the emerging 'On Demand' world
whose success is predicated on protecting the privacy, security,
and integrity of interactions between individuals and enterprises
as well as between enterprises.
Thearling.com Data Mining,
if you haven't heard of it before, is the automated extraction
of hidden predictive information from databases. Over the past
fifteen years I have been involved in the creation of a number
of commercial data mining software applications, including Darwin
from Thinking Machines (now part of Oracle), Xchange Dialogue
for Modeling, AnVil's Data Analysis Platform Technology (ADAPT),
and Pilot Software's Discovery Server. As part of this work, I
have spent time solving problems in variety of areas, including
financial services, insurance, telecommunications, and the life
sciences. I am currently Director of Strategic Technology at Capital
One.
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