Project data in the directions of maximum variance. â« Fisher Linear ... preserves direction useful for data classification ..... Multiple Discriminant Analysis (MDA).
ECE 6640. 5. Proakis Convolution Encoder. John G. Proakis, “Digital
Communications, 4th ed.,” McGraw Hill, Fourth. Edition, 2001. ISBN: 0-07-
232111-3.
Jan 7, 2011 ... Notes are based on Engineering Mechanics: Statics by R. C. Hibbeler, 12th
Edition, Pearson. Dr M. Touahmia & Dr M. Boukendakdji.
•At all types of milling machines, the cutting tool performs a rotational motion, that
is the cutting motion. The rotation axis of the tool could be horizontal or vertical ...
GIS 1. •GIS Tutorial, Third Edition. GIS Lecture 8: Geocoding. 100. 198. 101 ...
GIS 4. •GIS Tutorial, Third Edition. Geocoding. •Address Matching. - Process of ...
Then try to determine the toll pattern in such a way that the S-O becomes at the same time U-O. Dr. Anna Nagurney. FOMGT 341 Transportation and Logistics ...
Gamma regression: estimation and testing .... distribution is the Gamma
distribution, i.e. ... For known ν in Y ∼ Gamma(µ, ν) the log likelihood is given by l
(µ, ν, y) ...
g(µi) = ln(µi). We need distribution for Yi ≥ 0 with E(Yi) = µi and V ar(Yi) = σ2µ2 i .
Such a distribution is the Gamma distribution, i.e.. Y ∼ Gamma(ν, λ) with fY (y) ...
1. Chapter 4. Estimation of wing loading and thrust loading - 8. Lecture 16. Topics
. 4.14.9 Selection of propeller diameter for a chosen application. Example 4.19.
Lecture 8: Advanced Techniques ... (called hidden 1 technique, except when exp
= -127). • Exponent is ... Pitch is a good technique to speedup memory access.
Source: system analysis and design methods, by Jeffrey L Whitten et al.,. McGraw
-Hill/Irwin, ISBN 0072932619. Money are kept by boxes buried in the ground in ...
Σx(t + 1) = E(A(xt − ¯xt) + B(ut − ¯ut)) (A(xt − ¯xt) + B(ut − ¯ut)). T. = AΣx(t)A. T ....
are all jointly Gaussian (i.e., the process x, w, v, y is Gaussian). The Kalman filter.
29/12/2013. 1. Lecture 8. Rev. Dr Sahaya G. Selvam, sdb www.sahayaselvam.
org. 1. “Rituals are symbolic, routine, and repetitive activities and actions through
...
N-place predicates are assigned to sets of n-tuples drawn from D. This set is the
extension of the predicate of the model. Consider (again) Tarski's World.
Chip Kidd, Book cover for David Sedaris “Naked.” With dust jacket on. Page 11.
Chip Kidd, Book cover for David Sedaris “Naked.” With dust jacket off.
METAL CERAMIC RESTORATION. COMBINES THE. STRENGTH AND.
ACCURATE FIT OF A. CAST RESTORATION. WITH THE COSMETIC. EFFECT
OF A.
Mar 10, 2009 ... Equity Options Markets. • Single-name options. Electronic trading in 6 exchanges
, cross-listing of many stocks, penny-wide bid ask spreads for ...
Representative consumer. Firm theory (Williamson, ch. 4). Technology and
production function, CRS. Profit maximization, static and dynamic. Demand for
labor.
Feb 4, 2017 - is saved on the disk in the form of DBM files. So, as you are experimenting with the attack logic in lines
Nov 21, 2009 ... Energy Devices – Solar Energy (Lecture 8) ... Lecture outline: ... notes for
discussion of these energy units; compare this with the ∼ 200 MeV in ...
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Kingdom Monera can be divided into 2 Divisions (SchiZJ}phyta and Cyanophyta)
.
February 15, 2012. ECE 152A - Digital Design Principles. 2. Reading Assignment
. ▫ Brown and Vranesic. ❑ 6 Combinational – Circuit Building Blocks.
Void pointers. C does not allow us to declare and use void variables. •. • void can
be used only as return type or parameter of a function. • C allows void pointers.
A Subclass is an entity type that has a distinct role and is also a member of the.
Superclass. Subclass. Staff. Superclass/Subclass. Secretary. Manager. Sales_.
Semantic Net Diagram of Newspaper Advertises Property_for_Rent Relationship
34
Participation Constraints •
Determines whether the existence of an entity depends on its being related to another entity through the relationship.
•
Total Participation
•
Partial Participation
Participation Constraints •
Total Participation – The participation is total if an entiy’s existence requires the existence of an associated entity in a particular relationship.
•
Partial Participation – The participation is partial for the vice versa.
4
Participation Constraints of Branch IsAllocated Staff Relationship Every Branch Office is allocated members of Staff Total Participation
Participation Constraints of Branch IsAllocated Staff Relationship A member of Staff need not work at a Branch office Partial Participation
Semantic Net Model of the Branch IsAllocated Staff Relationship
5
Displaying Participation Constraints using (Min, Max) Notation
At least 5 staff are allocated to a Branch
(Min, Max) 37
Displaying Participation Constraints using (Min, Max) Notation
No more double-line
(Min, Max) 37
Displaying Participation Constraints using (Min, Max) Notation
If Min > 0, always Total
(Min, Max) 37
6
Displaying Participation Constraints using (Min, Max) Notation
A Staff can work at a maximum of one Branch
(Min, Max) 37
Problems with ER Models • Problems may arise when designing a conceptual data model called connection traps. • Often due to a misinterpretation of the meaning of certain relationships.
The Enhanced ER Models
7
The Enhanced ER Model • Since the 1980s there has been an increase in the emergence of new database applications with more demanding requirements. • Basic concepts of ER modeling are not sufficient to represent the requirements of the newer, more complex applications. • Response is development of additional ‘semantic’ modeling concepts.
The Enhanced ER Model • Semantic concepts are incorporated into the original ER model and is called the Enhanced EntityRelationship (EER) model. • Additional concepts of EER model includes specialization / generalization, and categorization.
Superclass • An entity type that includes distinct Subclasses that require to be represented In a data model.
8
Subclass •
A Subclass is an entity type that has a distinct role and is also a member of the Superclass.
Superclass/Subclass
Staff
Manager
Secretary
Sales_ Personnel
Inheritance • Attribute Inheritance •
An entity in a Subclass may possess subclass specific attributes, as well as those associated with the Superclass.
9
Superclass/Subclass Address
Staff_No Staff
DOB
SName
Manager
Secretary
Bonus
Typing_ Speed
Sales_ Personnel
Sales_Area
Concept of Specialization / Generalization • Specialization – The process of maximizing the differences between members of an entity by identifying their distinguishing characteristics.
• Generalization – The process of minimizing the differences between entities by identifying their common features.
Concept of Specialization / Generalization Address
Staff_No Staff
DOB
SName
Manager
Secretary
Bonus
Typing_ Speed
Sales_ Personnel
Sales_Area
10
Specialization of Staff Entity into Job Roles Subclasses
Concept of Specialization / Generalization • Specialization and generalization has: • Disjoint Constraints • Participation Constraints
Disjoint Constraints • Disjoint – Members in different Subclasses from the same Superclass are completely different.
• Non-Disjoint – Members in a Superclass can be enrolled in more than one Subclass.
11
Specialization of Staff Entity into Job Roles and Contract of Employment Subclasses Non-Disjoint Constraints
Disjoint Constraints
O = Overlap
54
Specialization of Staff Entity into Job Roles and Contract of Employment Subclasses Non-Disjoint Constraints
Disjoint Constraints
A Sales Manager is Manager & Sales_Personnel
54
Participation Constraints • Total – All member in the Superclass must participate in either one Subclass.
• Partial – At least one member in the Superclass does not participate in the Subclass.
12
Specialization of Staff Entity into Job Roles and Contract of Employment Subclasses Partial Constraints
Total Constraints
At least one staff is not Manager, Secretary, or Sales Personnel
54
Summary of Specialization/Generalization Notation
66
Categorization • The modeling of a single subclass (called a category) with a relationship that involves more than one distinct superclass. • A category subclass has selective inheritance. • Divided based on total or partial participation. – Total - every occurrence of all superclasses must appear in the category. – Partial - constraint is removed.
13
A Shared Subclass called Sales_Trainee
55
Property_Owner and Property Categories
57
Property represented as a Specialization / Generalization.
58
14
Building an EER Model • Identify entity types. • Identify relationship types. • Determine cardinality and participation constraints of relationship types. • Identify and associate attributes with entity or relationship types.
Building an EER Model • Determine candidate and primary key attributes. • Specialize / generalize entity types. • Categorize entity types. • Draw the EER Diagram.