Software Engineering Artificial Intelligence Networking and Parallel Distributed Computing 1st Edition by Roger Lee ISBN 9783030923167 3030923169

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ISBN 10: 3030923169
ISBN 13: 9783030923167
Author: Roger Lee

Software Engineering Artificial Intelligence Networking and Parallel Distributed Computing 1st Edition Table of contents:

A Data Mining Based Publish/Subscribe System over Structured Peer-to-Peer Networks

1 Introduction

2 Background

2.1 System Definition

2.2 DHT-Based Publish/Subscribe System

2.3 Frequent Itemset Mining

3 SystemDesign

3.1 Frequent Itemsets Mining from Historical Recorders of Subscriptions

3.2 Peer Initialization

3.3 Subscription Installation

3.4 Event Publication

3.5 Subscriptions and Events Matching

3.6 Event Delivery

3.7 Load Balancing Strategy

4 Performance Evaluation

4.1 Experimental Setup

4.2 Experimental Results

5 Conclusion

References

Secure Identity Management System for Federated Cloud Environment

1 Introduction

2 Related Work

3 Proposed Secure IDMS for Federated Cloud Environment

3.1 Workflow of Secure IDMS for Federated Cloud Environment

4 Use Case Scenario

4.1 Access Right Delegation (ARD)- Use-Case 01

4.2 Usage of Delegated Access Rights by CSC – Use-Case 02

5 Evaluation

5.1 Protocol Evaluation Using Scyther

5.2 Protocol Evaluation Using Test-Cases

6 Conclusion

References

Using Word N-Grams as Features in Arabic Text Classification

1 Introduction

1.1 Background

1.2 Related Work

2 Materials and Methods

2.1 Dataset

2.2 Experimental Setup

3 Results and Discussion

4 Conclusion

References

Optimization of Emotional Learning Approach to Control Systems with Unstable Equilibrium

1 Introduction

2 Control Based on Brain Emotional Learning

3 Computation Model of Brain Emotional Learning

4 Design and Structure of the Controller

4.1 Controller Structure Details

5 Stress Generation

5.1 Imitation Phase

5.2 Optimization Phase

6 Simulation and Results

7 Conclusion and Future Works

References

An Evaluation of the MiDCoP Method for Imputing Allele Frequency in Genome Wide Association Studies*

1 Introduction

2 The MiDCoP Method

3 Data Source

4 Overall Performance of MiDCoP Method Using the GAIN Data Set

5 Performance of MiDCoP Using Different Reference Sets

6 Summaries and Conclusion

References

An Approach to Construct Weighted Minimum Spanning Tree in Wireless Sensor Networks

1 Introduction

2 Related Work

3 The SWST Algorithm

4 Performance Evaluation

5 Conclusion

References

Elements of Difficulty Level in Mathematics

1 Introduction

2 Methods of Making a Decision of Difficulty Level

2.1 Statistical Approach

2.2 Subjective Methods

2.3 Discovery of the Elements

2.4 Other Viewpoints

3 The Reasons of Wrong Answer or Expression

3.1 How to Correct

3.2 Arrangement of Data Collection

4 Classification of Incorrect Reason

4.1 Lack of Understanding

4.2 Other Reasons

4.3 Elements of Difficulty Level

5 Discussion

5.1 Is Decision of Difficulty Level in Mathematics “Complex System”?

5.2 Lack of Understanding

5.3 Circumstances of Learner

6 Conclusions

References

Identify a Specified Fish Species by the Co-occurrence Matrix and AdaBoost

1 Introduction

2 Fish Area Detection

2.1 Overview of Target Detection

2.2 Mechine Learning Process

3 Targeted Invasive Alien Fish Species Decision

3.1 Extraction of Texture Feature

3.2 Co-occurrence Matrix

4 Simulations

4.1 Fish Recognition Rate Experiment

4.2 Body Surface Texture Pattern Analysis

5 Conclusion

References

Constraint-Based Verification of Compositions in Safety-Critical Component-Based Systems

1 Introduction

2 Problem Statement

2.1 Motivating Example

2.2 Modelling and Verification Aspects

3 Constraint-Based Verification

3.1 General: Components and Compositions

3.2 Modelling Compositions Enriched with Properties

3.3 Ensuring Correctness of Compositions

3.4 Composition as a Constraint Satisfaction Problem

4 Experimental Results

4.1 Quantitative Results

4.2 Qualitative Results: Discussion

5 Related Work

6 Conclusion

References

A Polynomial-Time Algorithm for Checking the Equivalence of Deterministic Restricted One-Counter Tra

1 Introduction

2 Definitions and Notation

3 Basic Properties and Propositions

3.1 Basic Properties of DROCT’s Which Accept by Final State

3.2 The Basic Proposition Concerning the Equivalence

4 The Equivalence Checking Algorithm

4.1 Branching

4.2 Stack Reduction

4.3 Skipping

4.4 The Whole Algorithm

5 Conclusions

References

An Unsupervised Ensemble Approach for Emotional Scene Detection from Lifelog Videos

1 Introduction

2 Related Works

3 FacialFeatures

3.1 Facial Feature Points

3.2 Facial Feature Values

4 Facial Expression Recognition

4.1 Ensemble Clustering

4.2 Constructing Weak Clusters

4.3 Feature Selection

4.4 Construction of Strong Clusters

5 Emotional Scene Detection

6 Experiment

6.1 Experimental Settings

6.2 Emotional Scene Detection Accuracy

6.3 Useful Facial Features

6.4 Emotional Scene Detection Efficiency

7 Conclusion

References

A Discovery Method of Anteroposterior Correlation for Big Data Era

1 Introduction

2 Related Works

3 Essence of Big Data Analytics

3.1 Definition of Big Data

3.2 Mapping from Real World to Cyber World

3.3 Three Primitive of Big Data Analytics

4 Anteroposterior Correlation Discovery Method

4.1 Basic Idea of Our Method

4.2 Degree of Dependence

4.3 Application to Query Log

5 Preliminary Experiment

5.1 Experiment System Setting

5.2 Experimental Result

5.3 Discussion

6 Conclusion

References

Increasing the Accuracy of Software Fault Prediction Using Majority Ranking Fuzzy Clustering

1 Introduction

2 Related Works

3 Fuzzy Clustering

3.1 C-means Clustering Algorithm

4 Proposed Method

4.1 Training Stage

4.2 Two Stage Outlier Removal

4.3 Testing Stage

5 Experimental Description

5.1 Dataset Description

5.2 Performance Evaluation Metrics

5.3 Hypothesis Formulation

6 Experimental Results and Analysis

7 Conclusion

References

Author Index

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Tags: Roger Lee, Software Engineering, Artificial Intelligence, Networking, Parallel Distributed Computing