data mining theory methodology techniques and applications pdf
Data Mining Classification: Alternative Techniques - Lecture Notes for Chapter 5 Introduction to Data Mining pdf
Ngày tải lên :
15/03/2014, 09:20
... by R1
© Tan,Steinbach, Kumar Introduction to Data Mining 36
Instance Based Classifiers
Examples:
Rote-learner
ã
Memorizes entire training data and performs
classification only if attributes ... to $1M
© Tan,Steinbach, Kumar Introduction to Data Mining 40
1 nearest-neighbor
Voronoi Diagram
© Tan,Steinbach, Kumar Introduction to Data Mining 38
Nearest-Neighbor Classifiers
Requires ... r*
and r
ã
Choose rule set that minimizes MDL principle
–
Repeat rule generation and rule optimization
for the remaining positive examples
© Tan,Steinbach, Kumar Introduction to Data Mining...
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MIMO SYSTEMS, THEORY AND APPLICATIONS pdf
Ngày tải lên :
27/06/2014, 01:20
... Multi polarization techniques
9.1 Basic antenna theory and concepts
We present in this paragraph, some basic concepts related to antenna. A rigorous analysis of
the antenna theory and the related ... the q-th complex channel gain, b
q
is an AWGN with zero mean and variance σ
2
b
.
We keep for notations :
26
MIMO Systems, Theory and Applications
7.2 SINR maximization beamforming
Interference ... transmit signals and beamforming weights are normalized. The received
signal (Of size
(M
i
ì1))byuserU
i
is :
y
i
= H
i
K
k= 1
Wt
k
·e
k
+ b
i
(74)
32
MIMO Systems, Theory and Applications
...
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Management Accounting in networks: Techniques and applications
Ngày tải lên :
09/02/2014, 21:12
... be a priority, and
Management accounting in networks:
Techniques and applications
Research Executive Summaries Series | 4
Introduction
Collaboration between rms – a quick and exible way ... coordinate inter-
organisational activities; and monitor the level of mutual performance and satisfaction.
Management accounting in networks:
Techniques and applications
1 | Research Executive Summaries ... generalisable framework for
describing and understanding management
accounting and control patterns in
networked organisations.
2. Introduce new concepts and techniques that
are suitable to...
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Tài liệu Bio-MEMS Technologies and Applications pdf
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13/02/2014, 08:20
... steps of sample handling and processing, and improving data
quality and quantitative capabilities. This format also helps to reduce the
overall cost and time of the measurement and at the same ... Concentrations,
and Related Sample Processing Technologies 213
Gang Chen and Yuehe Lin
9
Bio-MEMS Devices in Cell Manipulation: Microflow Cytometry
and Applications 237
Choongho Yu and Li Shi
... Technologies and Applications
is divided into three sections:
1. Basic Bio-MEMS Fabrication Technologies
2. Microfluidic Devices and Components for Bio-MEMS
3. Sensing Technologies and Bio-MEMS Applications
The...
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Tài liệu The Reproductive Plan Language RPL2: Motivation, Architecture and Applications pdf
Ngày tải lên :
13/02/2014, 10:20
... 1991.
Holland, 1975. John H.Holland. AdaptationinNaturalandArtificialSystems.UniversityofMichigan
Press (Ann Arbor), 1975.
Holsheimer and Siebes, 1994. Marcel Holsheimer and Arno Siebes. Data mining: ... for
knowledge in databases. Technical Report CS-R9406, CWI Amsterdam, 1994.
Husbands and Mill, 1991. Philip Husbands and Frank Mill. Simulated co-evolutionas themechanism
for emergent planning and scheduling. ... of respect and assortment
together with related ideas. These include random respectful recombination and random
transmitting recombination (R
and RTR respectively; Radcliffe, 1991b), random assorting
recombination...
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Tài liệu Scaling and Uncertainty Analysis in Ecology: Methods and Applications pdf
Ngày tải lên :
17/02/2014, 19:20
...
research and its applications. Scaling is the essence of prediction and understanding
both of which require cross-scale translation of information, and is at the core of
ecological theory and application ... Jones, H. Li, and O.L. Loucks (eds.),
Scaling and Uncertainty Analysis in Ecology: Methods and Applications, 1744.
â 2006 Springer. Printed in the Netherlands.
CHAPTER 2
PERSPECTIVES AND METHODS ... field-based data from
multiple spatial and temporal scales, but these data rarely exist for many ecosystems.
Such inadequacies of data further elevate the demand for effective scaling
10 J. WU AND...
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Tài liệu ADSORBENTS: FUNDAMENTALS AND APPLICATIONS pdf
Ngày tải lên :
19/02/2014, 17:20
... Adsorbed Solution Theory for Mixture and Similarities
with Langmuir and Potential Theories
The ideal adsorbed solution (IAS) theory of Myers and Prausnitz (1965) was
the first major theory for predicting ... Cyclic
Processes, and Sorbent Selection Criteria
17
3.1. Equilibrium Isotherms and Diffusion / 18
3.1.1. Langmuir Isotherms for Single and Mixed
Gases / 18
3.1.2. Potential Theory Isotherms for Single and ... and polymer
resin agents
CONTENTS
Preface xi
1 Introductory Remarks 1
1.1. Equilibrium Separation and Kinetic Separation / 2
1.2. Commercial Sorbents and Applications / 3
1.3. New Sorbents and...
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Elementary Number Theory: Primes, Congruences, and Secrets pdf
Ngày tải lên :
07/03/2014, 16:20
... systems, and playing a central role
in Andrew Wiles’ resolution of Fermat’s Last Theorem.
Today, pure and applied number theory is an exciting mix of simultane-
ously broad and deep theory, which ... prime,” and if it outputs false, then n is definitely composite.
1. [Split Off Power of 2] Compute the unique integers m and k such
that m is odd and n −1 = 2
k
· m.
2. [Random Base] Choose a random ... n and b | n with gcd(a, b) = 1, then ab | n.
(b) if a | bc and gcd(a, b) = 1, then a | c.
1.9 Let a, b, c, d, and m be integers. Prove that
(a) if a | b and b | c then a | c.
(b) if a | b and...
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Multiscale and Adaptivity: Modeling, Numerics and Applications pdf
Ngày tải lên :
14/03/2014, 22:20
... detail in such
region.
The outstanding and internationally renowned lecturers have themselves con-
tributed in an essential way to the development of the theory and techniques that
constituted the ... refinable functions ' and Q' (the scaling functions) which, by
translation and dilation generate biorthogonal bases for the V
j
’s and the
Q
V
j
’s,
respectively, and that allow to write ... translation and dilation
invariance properties of the spaces V
j
and the bases cannot possibly be constructed
by contracting and translating a single function '.
Let us then see which elements and...
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Esthetic Dentistry: A Clinical Approach to Techniques and Materials pdf
Ngày tải lên :
22/03/2014, 22:20
... sample laboratory prescriptions, office
forms, and clinical techniques. Advanced techniques and
criteria are presented to aid the dentist in determining
when to refer a patient for specialty care.
Section ... Morgan and Morgan.
Agoston GA: Color theory and its application in art and design,
New York, 1979, Springer-Verlag.
Appleby DS, Craig C: Subtleties of contour: a system for
recognition and correction, ... control of dental ceramics.
Part 1, Trends and Techniques April 1987.
Friedman M: Staining and shade control of dental ceramics.
Part II, Trends and Techniques, p. 24, May 1987.
Frush JP, Fisher...
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Ecological Informatics Scope, Techniques and Applications 2nd Edition pptx
Ngày tải lên :
29/03/2014, 17:20
... be used and from the
Preface
XVI
- Object-oriented data representation to facilitate data standardization and data
integration by the embodiment of metadata and data operations into data
structures;
- ... sharing of dynamic, multi-authored data sets, and parallel
posting and retrieval of data;
- Remote sensing and GIS to facilitate spatial data visualization and acquisition;
- Animation to facilitate ... data is consecutively refined to ecological information, ecosystem
theory and ecosystem decision support by two basic computational operations:
data archival, retrieval and visualization, and...
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