Question 1

According to the Simplified Taxonomy of Machine Learning,all of the following are types of learning except:

Accepted Answer

A)  Supervised learning 
B)  Reinforcement learning 
C)  Unreiforced learning 
D)  Unsupervised learning 
A)  Supervised learning 
B)  Reinforcement learning 
C)  Unreiforced learning 
D)  Unsupervised learning

Question 2

Interactivity is the most important characteristic of intelligent agents,making them capable of acting on their own or of being empowered.

Accepted Answer

A) True 
 B)False

Question 3

What is fuzzy logic?

Accepted Answer

Fuzzy logic deals with the kind of uncer

Question 4

Autonomy implies that an intelligent agent takes initiative and exercises control over its own actions by having each of the following characteristics except:

Accepted Answer

A)  An agent should accept high-level requests indicating what a human wants, and it should be responsible for deciding how and where to satisfy the requests. 
B)  An agent should be able to dynamically choose which actions to invoke, and in what sequence, in response to the state of its external environment. 
C)  The agent should obey commands and not be able to modify requests. 
D)  An agent should sense changes in its environment and decide when to act. 
A)  An agent should accept high-level requests indicating what a human wants, and it should be responsible for deciding how and where to satisfy the requests. 
B)  An agent should be able to dynamically choose which actions to invoke, and in what sequence, in response to the state of its external environment. 
C)  The agent should obey commands and not be able to modify requests. 
D)  An agent should sense changes in its environment and decide when to act.

Question 5

Case-based reasoning (CBR)is analogical reasoning that adapts solutions that had been used to solve old problems to solve new problems.

Accepted Answer

A) True 
 B)False

Question 6

Support vector machines (SVM)have a solid mathematical foundation in statistical learning theory,but are too complex for use in real-world applications.

Accepted Answer

A) True 
 B)False

Question 7

Which of the following is a limitation of GA?

Accepted Answer

A)  Difficult to determine good variables for a particular problem 
B)  The results of GA may vary 
C)  It might reach local optimum 
D)  All of the above 
A)  Difficult to determine good variables for a particular problem 
B)  The results of GA may vary 
C)  It might reach local optimum 
D)  All of the above

Question 8

Machine learning is a family of artificial intelligence technologies that is primarily concerned with:

Accepted Answer

A)  the use of use neural networks to support simple and repetitive decision making. 
B)  the design and development of algorithms that allow computers to learn based on historical data. 
C)  identifying outliers and patterns in data sets. 
D)  simulating creativity to generate courses of action. 
A)  the use of use neural networks to support simple and repetitive decision making. 
B)  the design and development of algorithms that allow computers to learn based on historical data. 
C)  identifying outliers and patterns in data sets. 
D)  simulating creativity to generate courses of action.

Question 9

Genetic algorithms (GA)are a part of global search techniques that are used to find or produce the best solution to a specific problem.

Accepted Answer

A) True 
 B)False

Question 10

________ segmentation is one of the unsupervised machine learning methods wherein data is put into several groups based on their similarity.

Accepted Answer

The answer of ________ segmentation is one of the unsupervised...

Question 11

A hyperplane is a geometric concept commonly used to describe the separation surface between different classes of things within a multidimensional space.

Accepted Answer

A) True 
 B)False

Question 12

A chromosome in a genetic algorithm refers to ________.

Accepted Answer

A)  crossover 
B)  summation 
C)  mutation 
D)  candidate solution 
A)  crossover 
B)  summation 
C)  mutation 
D)  candidate solution

Question 13

The basic principle of machine learning is that there are data that preserve previous decision experience,and these experience-based records are called ________.

Accepted Answer

The answer of The basic principle of machine learning is...

Question 14

________ is one of the unintended by-products of the information age characterized by huge volumes of information that cross the desks of mangers and decision makers.

Accepted Answer

Informatio

Question 15

The thinking behind fuzzy logic is that decision making is not always a matter of crisp logic,e.g.,black or white or true or false.It often involves tones of gray and varying degrees of truth.

Accepted Answer

A) True 
 B)False

Question 16

The foundation of case-based reasoning (CBR)is a repository or library of cases called a case base that contains a number of previous cases for decision making.

Accepted Answer

A) True 
 B)False

Question 17

Fuzzy sets use a spectrum of possible values called ________.

Accepted Answer

The answer of Fuzzy sets use a spectrum of possible...

Question 18

In SVM,kernel trick allows us to construct a decision surface that is 3D in the feature space while it is inherently nonlinear in the original input space.

Accepted Answer

A) True 
 B)False

Question 19

The foundation of case-based reasoning is a library of cases called ________.

Accepted Answer

A)  case base 
B)  data base 
C)  legacy system 
D)  reasoning base 
A)  case base 
B)  data base 
C)  legacy system 
D)  reasoning base

Question 20

In supervised learning:

Accepted Answer

A)  only input stimuli are fed into the network. 
B)  both the inputs and the desired outputs are known. 
C)  the desired output and the algorithms are known. 
D)  the network is controlled by the user. 
A)  only input stimuli are fed into the network. 
B)  both the inputs and the desired outputs are known. 
C)  the desired output and the algorithms are known. 
D)  the network is controlled by the user.

According to the Simplified Taxonomy of Machine Learning,all of the following are types of learning except:

Interactivity is the most important characteristic of intelligent agents,making them capable of acting on their own or of being empowered.

What is fuzzy logic?

Autonomy implies that an intelligent agent takes initiative and exercises control over its own actions by having each of the following characteristics except:

Case-based reasoning (CBR)is analogical reasoning that adapts solutions that had been used to solve old problems to solve new problems.

Support vector machines (SVM)have a solid mathematical foundation in statistical learning theory,but are too complex for use in real-world applications.

Which of the following is a limitation of GA?

Machine learning is a family of artificial intelligence technologies that is primarily concerned with:

Genetic algorithms (GA)are a part of global search techniques that are used to find or produce the best solution to a specific problem.

________ segmentation is one of the unsupervised machine learning methods wherein data is put into several groups based on their similarity.

A hyperplane is a geometric concept commonly used to describe the separation surface between different classes of things within a multidimensional space.

A chromosome in a genetic algorithm refers to ________.

The basic principle of machine learning is that there are data that preserve previous decision experience,and these experience-based records are called ________.

________ is one of the unintended by-products of the information age characterized by huge volumes of information that cross the desks of mangers and decision makers.

The thinking behind fuzzy logic is that decision making is not always a matter of crisp logic,e.g.,black or white or true or false.It often involves tones of gray and varying degrees of truth.

The foundation of case-based reasoning (CBR)is a repository or library of cases called a case base that contains a number of previous cases for decision making.

Fuzzy sets use a spectrum of possible values called ________.

In SVM,kernel trick allows us to construct a decision surface that is 3D in the feature space while it is inherently nonlinear in the original input space.

The foundation of case-based reasoning is a library of cases called ________.

In supervised learning:

Decision Support Systems and Business Intelligence

Decision Making, Systems, Modeling, and Support

Decision Support Systems Concepts, Methodologies, and Technologies:

Modeling and Analysis

Data Mining for Business Intelligence

Artificial Neural Networks for Data Mining

Text and Web Mining

Data Warehousing

Business Performance Management

Collaborative Computer-Supported Technologies and

Knowledge Management

Artificial Intelligence and Expert Systems

Management Support Systems: Emerging Trends and Impacts

Filters

Exam 13: Advanced Intelligent Systems

According to the Simplified Taxonomy of Machine Learning,all of the following are types of learning except:

Interactivity is the most important characteristic of intelligent agents,making them capable of acting on their own or of being empowered.

What is fuzzy logic?

Autonomy implies that an intelligent agent takes initiative and exercises control over its own actions by having each of the following characteristics except:

Case-based reasoning (CBR)is analogical reasoning that adapts solutions that had been used to solve old problems to solve new problems.

Support vector machines (SVM)have a solid mathematical foundation in statistical learning theory,but are too complex for use in real-world applications.

Which of the following is a limitation of GA?

Machine learning is a family of artificial intelligence technologies that is primarily concerned with:

Genetic algorithms (GA)are a part of global search techniques that are used to find or produce the best solution to a specific problem.

________ segmentation is one of the unsupervised machine learning methods wherein data is put into several groups based on their similarity.

A hyperplane is a geometric concept commonly used to describe the separation surface between different classes of things within a multidimensional space.

A chromosome in a genetic algorithm refers to ________.

The basic principle of machine learning is that there are data that preserve previous decision experience,and these experience-based records are called ________.

________ is one of the unintended by-products of the information age characterized by huge volumes of information that cross the desks of mangers and decision makers.

The thinking behind fuzzy logic is that decision making is not always a matter of crisp logic,e.g.,black or white or true or false.It often involves tones of gray and varying degrees of truth.

The foundation of case-based reasoning (CBR)is a repository or library of cases called a case base that contains a number of previous cases for decision making.

Fuzzy sets use a spectrum of possible values called ________.

In SVM,kernel trick allows us to construct a decision surface that is 3D in the feature space while it is inherently nonlinear in the original input space.

The foundation of case-based reasoning is a library of cases called ________.

In supervised learning:

Decision Support Systems and Business Intelligence

Decision Making, Systems, Modeling, and Support

Decision Support Systems Concepts, Methodologies, and Technologies:

Modeling and Analysis

Data Mining for Business Intelligence

Artificial Neural Networks for Data Mining

Text and Web Mining

Data Warehousing

Business Performance Management

Collaborative Computer-Supported Technologies and

Knowledge Management

Artificial Intelligence and Expert Systems

Management Support Systems: Emerging Trends and Impacts

Filters