Ebook: Contemporary Challenges and Solutions in Applied Artificial Intelligence
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: Studies in Computational Intelligence 489
- Year: 2013
- Publisher: Springer International Publishing
- Edition: 1
- Language: English
- pdf
Since its origination in the mid-twentieth century, the area of Artificial Intelligence (AI) has undergone a number of developments. While the early interest in AI was mainly triggered by the desire to develop artifacts that show the same intelligent behavior as humans, nowadays scientists have realized that research in AI involves a multitude of separate challenges, besides the traditional goal to replicate human intelligence. In particular, recent history has pointed out that a variety of ‘intelligent’ computational techniques, part of which are inspired by human intelligence, may be successfully applied to solve all kinds of practical problems. This sub-area of AI, which has its main emphasis on applications of intelligent systems to solve real-life problems, is currently known under the term Applied Intelligence.
The objective of the International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) is to promote and disseminate recent research developments in Applied Intelligence. The current book contains 30 chapters authored by participants of the 26th edition of IEA/AIE, which was held in Amsterdam, the Netherlands. The material of each chapter is self-contained and was reviewed by at least two anonymous referees, to assure a high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We are confident that this book provides useful reference values to researchers and students in the field of Applied Intelligence, enabling them to find opportunities and recognize challenges in the field.
Since its origination in the mid-twentieth century, the area of Artificial Intelligence (AI) has undergone a number of developments. While the early interest in AI was mainly triggered by the desire to develop artifacts that show the same intelligent behavior as humans, nowadays scientists have realized that research in AI involves a multitude of separate challenges, besides the traditional goal to replicate human intelligence. In particular, recent history has pointed out that a variety of ‘intelligent’ computational techniques, part of which are inspired by human intelligence, may be successfully applied to solve all kinds of practical problems. This sub-area of AI, which has its main emphasis on applications of intelligent systems to solve real-life problems, is currently known under the term Applied Intelligence.
The objective of the International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) is to promote and disseminate recent research developments in Applied Intelligence. The current book contains 30 chapters authored by participants of the 26th edition of IEA/AIE, which was held in Amsterdam, the Netherlands. The material of each chapter is self-contained and was reviewed by at least two anonymous referees, to assure a high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We are confident that this book provides useful reference values to researchers and students in the field of Applied Intelligence, enabling them to find opportunities and recognize challenges in the field.
Since its origination in the mid-twentieth century, the area of Artificial Intelligence (AI) has undergone a number of developments. While the early interest in AI was mainly triggered by the desire to develop artifacts that show the same intelligent behavior as humans, nowadays scientists have realized that research in AI involves a multitude of separate challenges, besides the traditional goal to replicate human intelligence. In particular, recent history has pointed out that a variety of ‘intelligent’ computational techniques, part of which are inspired by human intelligence, may be successfully applied to solve all kinds of practical problems. This sub-area of AI, which has its main emphasis on applications of intelligent systems to solve real-life problems, is currently known under the term Applied Intelligence.
The objective of the International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) is to promote and disseminate recent research developments in Applied Intelligence. The current book contains 30 chapters authored by participants of the 26th edition of IEA/AIE, which was held in Amsterdam, the Netherlands. The material of each chapter is self-contained and was reviewed by at least two anonymous referees, to assure a high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We are confident that this book provides useful reference values to researchers and students in the field of Applied Intelligence, enabling them to find opportunities and recognize challenges in the field.
Content:
Front Matter....Pages 1-9
Front Matter....Pages 1-1
Modelling Space Perception in Urban Planning: A Cognitive AI-Based Approach....Pages 3-9
Facilitating Player Interaction in a Dynamic Storytelling Environment....Pages 11-16
Front Matter....Pages 17-17
Using Agents for Dynamic Components Redeployment and Replication in Distributed Systems....Pages 19-25
Prototyping and Evaluation of a Wireless Sensor Network That Aims Easy Installation....Pages 27-32
Front Matter....Pages 33-33
Winner Determination in Combinatorial Reverse Auctions....Pages 35-40
Virus Transmission Genetic Algorithm....Pages 41-46
Automated Phenotype-Genotype Table Understanding....Pages 47-52
Front Matter....Pages 53-53
An Implementation of a Menu-List Recommendation System Providing Feedback from User....Pages 55-60
On Representing and Sharing Knowledge in Collaborative Problem Solving....Pages 61-66
Front Matter....Pages 67-67
Constructing Language Models for Spoken Dialogue Systems from Keyword Set....Pages 69-76
A Speaker Diarization System with Robust Speaker Localization and Voice Activity Detection....Pages 77-82
A Content Fusion System Based on User Participation Degree on Microblog....Pages 83-90
Network Intrusion Detection System Based on Incremental Support Vector Machine....Pages 91-96
Use of Fuzzy Information for Heterogeneous Performance Evaluation....Pages 97-103
Front Matter....Pages 105-105
Designing Loss-Aware Fitness Function for GA-Based Algorithmic Trading....Pages 107-114
Watching Subgraphs to Improve Efficiency in Maximum Clique Search....Pages 115-122
Decision Making and Optimization for Inspection Planning under Parametric Uncertainty of Underlying Models....Pages 123-129
Topological Feature Mining for Rambling Activities....Pages 131-139
Front Matter....Pages 141-141
Confusion Matrix Based Reweighting....Pages 143-148
Web Performance Forecasting with Kriging Method....Pages 149-154
Front Matter....Pages 155-155
Application of the Swarm Intelligence Algorithm for Investigating the Inverse Continuous Casting Problem....Pages 157-162
Estimating Mental States of a Depressed Person with Bayesian Networks....Pages 163-168
Multi-objective Optimization Algorithms for Microchannel Heat Sink Design....Pages 169-174
Solution of the Inverse Stefan Problem by Applying the Procedure Based on the Modified Harmony Search Algorithm....Pages 175-180
Front Matter....Pages 181-181
Cascade Safe Formation Control for a Fleet of Underactuated Surface Vessels Using the DCOP Approach....Pages 183-188
UMH’s Navigation in Unknown Environment Based on Pre-planning Guided Fuzzy Reactive Controller....Pages 189-194
Front Matter....Pages 195-195
Developing Context-Free Grammars for Equation Discovery: An Application in Earthquake Engineering....Pages 197-203
Neural Networks to Select Ultrasonic Data in Non Destructive Testing....Pages 205-210
Front Matter....Pages 211-211
Stairway Detection Based on Extraction of Longest Increasing Subsequence of Horizontal Edges and Vanishing Point....Pages 213-218
A Heuristic to the Multiple Container Loading Problem with Preference....Pages 219-224
Back Matter....Pages 225-226
Since its origination in the mid-twentieth century, the area of Artificial Intelligence (AI) has undergone a number of developments. While the early interest in AI was mainly triggered by the desire to develop artifacts that show the same intelligent behavior as humans, nowadays scientists have realized that research in AI involves a multitude of separate challenges, besides the traditional goal to replicate human intelligence. In particular, recent history has pointed out that a variety of ‘intelligent’ computational techniques, part of which are inspired by human intelligence, may be successfully applied to solve all kinds of practical problems. This sub-area of AI, which has its main emphasis on applications of intelligent systems to solve real-life problems, is currently known under the term Applied Intelligence.
The objective of the International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE) is to promote and disseminate recent research developments in Applied Intelligence. The current book contains 30 chapters authored by participants of the 26th edition of IEA/AIE, which was held in Amsterdam, the Netherlands. The material of each chapter is self-contained and was reviewed by at least two anonymous referees, to assure a high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We are confident that this book provides useful reference values to researchers and students in the field of Applied Intelligence, enabling them to find opportunities and recognize challenges in the field.
Content:
Front Matter....Pages 1-9
Front Matter....Pages 1-1
Modelling Space Perception in Urban Planning: A Cognitive AI-Based Approach....Pages 3-9
Facilitating Player Interaction in a Dynamic Storytelling Environment....Pages 11-16
Front Matter....Pages 17-17
Using Agents for Dynamic Components Redeployment and Replication in Distributed Systems....Pages 19-25
Prototyping and Evaluation of a Wireless Sensor Network That Aims Easy Installation....Pages 27-32
Front Matter....Pages 33-33
Winner Determination in Combinatorial Reverse Auctions....Pages 35-40
Virus Transmission Genetic Algorithm....Pages 41-46
Automated Phenotype-Genotype Table Understanding....Pages 47-52
Front Matter....Pages 53-53
An Implementation of a Menu-List Recommendation System Providing Feedback from User....Pages 55-60
On Representing and Sharing Knowledge in Collaborative Problem Solving....Pages 61-66
Front Matter....Pages 67-67
Constructing Language Models for Spoken Dialogue Systems from Keyword Set....Pages 69-76
A Speaker Diarization System with Robust Speaker Localization and Voice Activity Detection....Pages 77-82
A Content Fusion System Based on User Participation Degree on Microblog....Pages 83-90
Network Intrusion Detection System Based on Incremental Support Vector Machine....Pages 91-96
Use of Fuzzy Information for Heterogeneous Performance Evaluation....Pages 97-103
Front Matter....Pages 105-105
Designing Loss-Aware Fitness Function for GA-Based Algorithmic Trading....Pages 107-114
Watching Subgraphs to Improve Efficiency in Maximum Clique Search....Pages 115-122
Decision Making and Optimization for Inspection Planning under Parametric Uncertainty of Underlying Models....Pages 123-129
Topological Feature Mining for Rambling Activities....Pages 131-139
Front Matter....Pages 141-141
Confusion Matrix Based Reweighting....Pages 143-148
Web Performance Forecasting with Kriging Method....Pages 149-154
Front Matter....Pages 155-155
Application of the Swarm Intelligence Algorithm for Investigating the Inverse Continuous Casting Problem....Pages 157-162
Estimating Mental States of a Depressed Person with Bayesian Networks....Pages 163-168
Multi-objective Optimization Algorithms for Microchannel Heat Sink Design....Pages 169-174
Solution of the Inverse Stefan Problem by Applying the Procedure Based on the Modified Harmony Search Algorithm....Pages 175-180
Front Matter....Pages 181-181
Cascade Safe Formation Control for a Fleet of Underactuated Surface Vessels Using the DCOP Approach....Pages 183-188
UMH’s Navigation in Unknown Environment Based on Pre-planning Guided Fuzzy Reactive Controller....Pages 189-194
Front Matter....Pages 195-195
Developing Context-Free Grammars for Equation Discovery: An Application in Earthquake Engineering....Pages 197-203
Neural Networks to Select Ultrasonic Data in Non Destructive Testing....Pages 205-210
Front Matter....Pages 211-211
Stairway Detection Based on Extraction of Longest Increasing Subsequence of Horizontal Edges and Vanishing Point....Pages 213-218
A Heuristic to the Multiple Container Loading Problem with Preference....Pages 219-224
Back Matter....Pages 225-226
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