... Reference Data in Enterprise Databases: Binding Corporate Data to the Wider World
Malcolm Chisholm
Data Mining: Conceptsand Techniques
Jiawei Hanand Micheline Kamber
Understanding SQL and Java ... Foundations of DataMining 665
11.3.2 Statistical DataMining 666
11.3.3 Visual and Audio DataMining 667
11.3.4 DataMiningand Collaborative Filtering 670
11.4 Social Impacts of DataMining 675
11.4.1 ... object-relational databases and
specific application-oriented databases, such as spatial databases, time-series databases,
text databases, and multimedia databases. The challenges andtechniques of mining...
... the original data.
PCA is computationally inexpensive, can be applied to ordered and unordered
attributes, and can handle sparse dataand skewed data. Multidimensional data
of more than two dimensions ... 2.3 Data Cleaning 65
2.3.3 Data Cleaning as a Process
Missing values, noise, and inconsistencies contribute to inaccurate data. So far, we have
looked at techniques for handling missing dataand ... 97
2.7
Summary
Data preprocessing is an important issue for both data warehousing anddata mining,
as real-world data tend to be incomplete, noisy, and inconsistent. Data preprocessing
includes data cleaning,...
... faster than the
viii
Basic ODM Concepts 1-1
1
Basic ODM Concepts
Oracle9i DataMining (ODM) embeds datamining within the Oracle9i database.
The data never leaves the database — the data, data ... SQL/MM for Data Mining. JDM has also influenced these
standards. Oracle9i DataMining will comply with the JDM standard when that
standard is published.
1.2.2 DataMining Server
The DataMining ... main components:
■
Oracle9i DataMining API
■
Data Mining Server (DMS)
1.2.1 Oracle9i DataMining API
The Oracle9i DataMining API is the component of Oracle9i DataMining that
allows users to...
... prepare for and
understand the change. As with any major policy
change, DTE Energy stresses that companies pursu-
ing this sort of change must be ready to handle the
negative press and criticism ... processes and pro- »
cedures to manage and monitor the credit
reporting program
General data reporting standards »
Best practices of other utility and telecom »
data furnishers
Training and development ... indi- »
viduals to understand and handle customer
disputes
e following is specic contact information and
resources for utilities, telecoms, and other non-
nancial data furnishers interested...
... sites and associated to characteristics of under study projects. The
offer and demand levels of these location factors must be defined and quantified, and a
fuzzy algorithm operates the datasets ... Factors
Activities and Services
Offer dataset
Demand dataset
Offer x Demand
Fuzzy Operator
Location
Hierarchy
Fig. 3. Methodology
The offer is measured in levels for each considered site, and a geoprocessing ... lines
After assigned, both offer and demand datasets could be inputted as arrays and processed
by computational resources, that compare offer vs. demand relations for each site and each
project, in order...
... relationship of investment and
services and planning on the one hand and regulation, pricing and to a certain extent
information on the other hand. Most policies relating to planning and investment, while
necessary, ... relationship of investment and
services and planning on the one hand and regulation, pricing and to a certain extent
information on the other hand. Most policies relating to planning and investment, while
necessary, ... standard measurement equipment and techniques. Nevertheless it is
possible do establish metrics for comparison of different situations and for the
determination of noise thresholds in laws and...
... fails and surcharged pipe flow occurs, jointly with open channel flow and flow
over streets, composing a complex picture where hydraulic structures and typical structures
Methods andTechniques ... fails and surcharged pipe flow occurs, jointly with open channel flow and flow
over streets, composing a complex picture where hydraulic structures and typical structures
Methods andTechniques ... equation. On the other hand, when galleries become
Methods andTechniques in Urban Engineering
146
of urban landscape interact to redefine a practical drainage net, not planned and not desired.
This...
... EFFORT AND EXPENSE HAVE GONE INTO THE
DEVELOPMENT AND DOCUMENTATION OF SAP2000. THE PROGRAM HAS
BEEN THOROUGHLY TESTED AND USED. IN USING THE PROGRAM,
HOWEVER, THE USER ACCEPTS AND UNDERSTANDS ...
spacing in the X, Y and Z direction. Set the number of grid spaces to
10 for the X direction, and to 1 for the Y and Z directions. Type 6 ft
into the X direction spacing edit box and press the Enter ...
is to demonstrate the fundamentals and to show how quickly and easily a
model can be created using this program. This tutorial is intended to give
you hands-on experience working with SAP2000,...
... expenditures for:
1. Permanent additions and major alterations to manufacturing andmining establishments.
2. New and used machinery and equipment used for replacement and additions to plant capac-
ity, ... sales value
and the cost of merchandise sold without further manufacture, processing, or assembly) plus the
net change in finished goods and work-in-process between the beginning- and end-of-year ... factories, or mills and
characteristically use power-driven machines and materials-handling equipment. However, estab-
lishments that transform materials or substances into new products by hand or in the...
... Dimensions and tolerances – merge, selection, and snap
tolerances; font sizes; zoom increment; and others
Design codes and their parameters
Colors of objects and results for display and printing ... editing the data in Excel, do not close Excel. Instead,
return to SAP2000 and select the Excel > Retrieve Database Table
from Excel command to save the changes or the Cancel Database
Table ... data format.
Change labels of objects and other named entities.
Pasting and adding to the model from a template do not operate on a
selection of objects. Interactive table editing and changing...
... the draft for approving it, and to Louisa Lapworth for
seeing it through to publication.
vi Preface and Acknowledgements
GOLD AND GILT,
POTS AND PINS
Possessions and People
in Medieval Britain
DAVID ... binding or cover
and you must impose this same condition on any acquirer
British Library Cataloguing in Publication Data
Data available
Library of Congress Cataloging in Publication Data
Data available
ISBN ... many more in the Midlands but still with some south of the
Thames in the next phase, and then in the later sixth century spreading north
beyond the Humber and east into Norfolk and Suffolk, but with...