Is it possible to improve the performance of KNN using an AdaBoost ensemble classifier that uses KNN as the base classifier? Give the detailed (qualitative) reasons on your assertions.
In: Computer Science
The title of the course is ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEMS I. All answers should be based on that. Please do not copy and paste answers on chegg or on google for me. All answers should be based on your understanding on the course. Please try as much to answer the questions based on what is asked and not setting your own questions and answering them. Let it be if you want to copy and paste answers.
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(a) AI concentrates on developing systems which enables the
computer to
perform human-like activities through 'reasoning' based on
programmed rules. Explain how this ‘reasoning’ is factored in
developing simple expert system for medical diagnosis that is
based
on interview and for suggesting a list of ten common drugs.
(b) The subject area of expert (knowledge based) systems is a
branch
of artificial intelligence (AI); which in turn is a branch of
computer
science that attempts to understand the nature of intelligence
and
produce new classes of intelligent machines. Considering the fields
of
engineering or business, demonstrate with five (5) practical
diagrams
and explain how they represent new classes of
intelligence.
(c) As compared to humans, computers can process more
information at a
faster rate. For instance, if the human mind can solve a
mathematics
problem in 5 minutes, AI can solve 10 problems in less than a
minute.
What could be the reasons, if rather; a computer solves 5
mathematics
problems in a minute whiles human solves 10 problems in 5
minutes.
NOTE: There is already an answer here and I'm not satisfied with it so don't copy and paste it to me again or else will have no option than discredit you.
In: Computer Science
2.10-2. Consider the system described by
x(k + 1) = c
0 1
0 3
d x(k) + c
1
1
d u(k)
y(k) = [-2 1]x(k)
(a) Find the transfer function Y(z)/U(z).
(b) Using any similarity transformation, find a different state
model for this system.
(c) Find the transfer function of the system from the transformed
state equations.
(d) Verify that A given and Aw derived in part (b) satisfy the
first three properties of similarity transformations.
The fourth property was verified in part (c).
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Discuss how you can create an effective website that will attract your customers. Give some features of this website. (Assume that you have a company of your own and state what company is this.)
In: Computer Science
Choose a Topic for a Dissertation in Cyber Security in 2020
Create a 750-word document that includes the following:
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Ikea is a values-driven company with a passion for life at home. According to them every product they create is their idea for making home a better place. At the IKEA, they have 389 stores worldwide. Their vision is “To create a better everyday life for many people”. Their business idea is “to offer a wide range of well-designed, functional home furnishing products at prices so low that as many people as possible will be able to afford them”.
Q. Identify 2-3user interface requirements of
IKEA.
3. External Interface Requirements
3.1 User Interfaces
<Describe the logical characteristics of each interface between
the software product and the users. This may include sample screen
images, any GUI standards or product family style guides that are
to be followed, screen layout constraints, standard buttons and
functions (e.g., help) that will appear on every screen, keyboard
shortcuts, error message display standards, and so on. Define the
software components for which a user interface is needed. Details
of the user interface design should be documented in a separate
user interface specification.>
3.2 Hardware Interfaces
<Describe the logical and physical characteristics of each
interface between the software product and the hardware components
of the system. This may include the supported device types, the
nature of the data and control interactions between the software
and the hardware, and communication protocols to be used.>
3.3 Software Interfaces
<Describe the connections between this product and other
specific software components (name and version), including
databases, operating systems, tools, libraries, and integrated
commercial components. Identify the data items or messages coming
into the system and going out and describe the purpose of each.
Describe the services needed and the nature of communications.
Refer to documents that describe detailed application programming
interface protocols. Identify data that will be shared across
software components. If the data sharing mechanism must be
implemented in a specific way (for example, use of a global data
area in a multitasking operating system), specify this as an
implementation constraint.>
3.4 Communications Interfaces
<Describe the requirements associated with any communications
functions required by this product, including e-mail, web browser,
network server communications protocols, electronic forms, and so
on. Define any pertinent message formatting. Identify any
communication standards that will be used, such as FTP or HTTP.
Specify any communication security or encryption issues, data
transfer rates, and synchronization mechanisms.>
In: Computer Science
Which of the following will give you a sum of numbers equal to 15
| 1. |
s = 0 |
|
| 2. |
All of the above. |
|
| 3. |
sum(list((9,5,1))) |
|
| 4. |
None of the above. |
|
| 5. |
s = 0 |
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Please explain the best practices for creating backups in Windows, Linux, and Mac OS X in a paragraph or two.
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On SQL explain Views, Union All, Union, Truncate, Delete. And how we create Accounts in SQL Server?
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Please discuss in a paragraph or two about the organizations and companies that utilize private cloud services rather than public cloud services. Discuss the reasons for doing so and possible benefits.
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May I get the output screenshot for the following source code:
INCLUDE Irvine32.inc
MAX_VALUE = 100
.data
str1 BYTE "Enter The character that want to display on Screen:
",0
char BYTE ?
rows BYTE ?
cols BYTE ?
randrow BYTE ?
randcol BYTE ?
.code
main PROC
mov edx, OFFSET str1
call writeString
call ReadChar
mov char, al
call crlf
call WriteChar
call crlf
mov eax,0
mov ebx,0
mov ecx,0
mov edx,0
call crlf
call GetMaxXY
mov rows,dh
mov cols,dl
call crlf
call crlf
mov eax,0
mov ebx,0
mov ecx,0
mov edx,0
;
mov ecx,MAX_VALUE ;counter
L1:
movzx eax,rows
call RandomRange
mov randrow, al
;call WriteDec
call crlf
mov eax,0
movzx eax,cols
call RandomRange
mov randcol, al
;call WriteDec
call crlf
mov eax,0
mov ebx,0
mov edx,0
mov dh,randrow
mov dl,randcol
call Gotoxy
movzx eax,char
call WriteChar
call crlf
mov eax,0
loop L1
exit
;exiting main.
main ENDP
END main
In: Computer Science