Recent Trends in Applied Artificial Intelligence 26th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2013, Amsterdam, The Netherlands, June 17-21, 2013. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Ali, Moonis (Επιμελητής έκδοσης), Bosse, Tibor (Επιμελητής έκδοσης), Hindriks, Koen V. (Επιμελητής έκδοσης), Hoogendoorn, Mark (Επιμελητής έκδοσης), Jonker, Catholijn M. (Επιμελητής έκδοσης), Treur, Jan (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Lecture Notes in Computer Science, 7906
• Θέματα: Computer science.; Algorithms.; Data mining.; Artificial intelligence.; Computer graphics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Algorithm Analysis and Problem Complexity.; Data Mining and Knowledge Discovery.; Computer Imaging, Vision, Pattern Recognition and Graphics.; Computer Science, general.

This volume constitutes the thoroughly refereed conference proceedings of the 26th International Conference on Industrial Engineering and Other Applications of Applied Intelligence Systems, IEA/AIE 2013, held in Amsterdam, The Netherlands, in June 2013. The total of 71 papers selected for the procee...

Πίνακας περιεχομένων:

• Auctions and Negotiation
• Developing Online Double Auction Mechanism for Fishery Markets
• A Mediator-Based Agent Negotiation Protocol for Utilities That Change with Time
• Cognitive Modeling
• Learning Parameters for a Cognitive Model on Situation Awareness
• Fostering Social Interaction of Home-Bound Elderly People: The EasyReach System
• Cooperative Games with Incomplete Information among Secondary Base Stations in Cognitive Radio Networks
• Crowd Behavior Modeling
• Ant Colony Optimisation for Planning Safe Escape Routes
• A Spatio-Temporal Probabilistic Model of Hazard and Crowd Dynamics in Disasters for Evacuation Planning
• Predicting Human Behavior in Crowds: Cognitive Modeling versus Neural Networks
• Distributed Systems and Networks
• Analyzing Grid Log Data with Affinity Propagation
• Using Ising Model to Study Distributed Systems Processing Capability
• Evolutionary Algorithms
• Computing the Consensus Permutation in Mallows Distribution by Using Genetic Algorithms
• A Hybrid Genetic Algorithm for the Maximum Satisfiability Problem
• Knowledge Representation and Reasoning
• An Object Representation Model Based on the Mechanism of Visual Perception
• Web Metadata Extraction and Semantic Indexing for Learning Objects Extraction
• Pattern Recognition
• Approximately Recurring Motif Discovery Using Shift Density Estimation
• An Online Anomalous Time Series Detection Algorithm for Univariate Data Streams.-Assisting Web Site Navigation through Web Usage Patterns
• Planning
• GRASPing Examination Board Assignments for University-Entrance Exams
• A Greedy Look-Ahead Heuristic for the Container Relocation Problem
• Integrating Planning and Scheduling in the ISS Fluid Science Laboratory Domain
• Efficient Identification of Energy-Optimal Switching and Operating Sequences for Modular Factory Automation Systems
• Problem Solving
• The Two-Dimensional Vector Packing Problem with Courier Cost Structure
• Penguins Search Optimization Algorithm (PeSOA)
• A Bidirectional Building Approach for the 2D Guillotine Knapsack-Packing Problem
• Increasing the Antibandwidth of Sparse Matrices by a Genetic Algorithm.-A New GA-Based Method for Temporal Constraint Problems
• On Using the Theory of Regular Functions to Prove the Optimality of the Continuous Pursuit Learning Automaton
• Robotics
• Online Exploratory Behavior Acquisition of Mobile Robot Based on Reinforcement Learning
• Improved Sound Source Localization and Front-Back Disambiguation for Humanoid Robots with Two Ears
• Designing and Optimization of Omni-Directional Kick for Bipedal Robots
• Aerial Service Vehicles for Industrial Inspection: Task Decomposition and Plan Execution.-A BSO-Based Algorithm for Multi-robot and Multi-target Search
• Text Mining
• Economic Sentiment: Text-Based Prediction of Stock Price Movements with Machine Learning and WordNet
• Feature Extraction Using Single Variable Classifiers for Binary Text Classification
• An Approach to Automated Learning of Conceptual Graphs from Text
• Semi-supervised Latent Dirichlet Allocation for Multi-label Text Classification
• Special Session on Advances in Recommender Systems
• Recommending Interest Groups to Social Media Users by Incorporating Heterogeneous Resources
• Recent Advances in Recommendation Systems for Software Engineering
• WE-DECIDE: A Decision Support Environment for Groups of Users
• Special Session on Business Process Intelligence Logic-Based Incremental Process Mining in Smart Environments
• Information Mining Processes Based on Intelligent Systems
• Customer Churn Detection System: Identifying Customers Who Wish to Leave a Merchant
• Special Session on Decision Support for Safety related Systems Hazard Identification of the Offshore Three-Phase Separation Process Based on Multilevel Flow Modeling and HAZOP
• Multilevel Flow Modeling Based Decision Support System and Its Task Organization
• Simulation-Based Fault Propagation Analysis – Application on Hydrogen Production Plant
• Automatic Decomposition and Allocation of Safety Integrity Levels Using a Penalty-Based Genetic Algorithm
• HAZOP Analysis System Compliant with Equipment Models Based on SDG
• Special Session on Innovations in Intelligent Computation and Applications
• TAIEX Forecasting Based on Fuzzy Time Series and Technical Indices Analysis of the Stock Market
• Hierarchical Gradient Diffusion Algorithm for Wireless Sensor Networks
• Constructing a Diet Recommendation System Based on Fuzzy Rules and Knapsack Method
• An Intelligent Stock-Selecting System Based on Decision Tree Combining Rough Sets Theory
• Cloud-Based LED Light Management System and Implementation Based-on Wireless Communication
• A Study on Online Game Cheating and the Effective Defense
• Credit Rating Analysis with Support Vector Machines and Artificial Bee Colony Algorithm
• An ACO Algorithm for the 3D Bin Packing Problem in the Steel Industry
• Special Session on Intelligent Image and Signal Processing Controlling Search Using an S Decreasing Constriction Factor for Solving Multi-mode Scheduling Problems
• Extracting Blood Vessel in Sclera-Conjunctiva Image Based on Fuzzy C-means and Modified Cone Responses
• A Spherical Coordinate Based Fragile Watermarking Scheme for 3D Models - Palm Image Recognition Using Image Processing Techniques
• Liver Cell Nucleuses and Vacuoles Segmentation by Using Genetic Algorithms for the Tissue Images
• Mouth Location Based on Face Mask and Projection
• Environmental Background Sounds Classification Based on Properties of Feature Contours
• On the Prediction of Floor Identification Credibility in RSS-Based Positioning Techniques
• A Study of Vessel Origin Detection on Retinal Images
• The Tires Worn Monitoring Prototype System Using Image Clustering Technology
• Quality Assessment Model for Critical Manufacturing Process of Crystal Oscillator
• Local Skew Estimation in Moving Business Cards
• Special Session on Machine Learning Methods
• Applied to Manufacturing Processes and Production Systems Imbalanced Learning Ensembles for Defect Detection in X-Ray Images
• Improvements in Modelling of Complex Manufacturing Processes Using Classification Techniques
• A Study on the Use of Machine Learning Methods for Incidence Prediction in High-Speed Train Tracks
• Estimating the Maximum Shear Modulus with Neural Networks.