Hybrid Artificial Intelligent Systems, Part II: 5th International Conference, HAIS 2010, San Sebastian, Spain, June 23-25, 2010, Proceedings

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Emilio Corchado, Manuel Grana Romay, Alexandre Manhaes Savio
Springer Science & Business Media, Jun 11, 2010 - Computers - 570 pages
th The 5 International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010) has become a unique, established and broad interdisciplinary forum for researchers and practitioners who are involved in developing and applying symbolic and sub-symbolic techniques aimed at the construction of highly robust and reliable problem-solving techniques, and bringing the most relevant achievements in this field. Overcoming the rigid encasing imposed by the arising orthodoxy in the field of arti- cial intelligence, which has led to the partition of researchers into so-called areas or fields, interest in hybrid intelligent systems is growing because they give freedom to design innovative solutions to the ever-increasing complexities of real-world pr- lems. Noise and uncertainty call for probabilistic (often Bayesian) methods, while the huge amount of data in some cases asks for fast heuristic (in the sense of suboptimal and ad-hoc) algorithms able to give answers in acceptable time frames. High dim- sionality demands linear and non-linear dimensionality reduction and feature extr- tion algorithms, while the imprecision and vagueness call for fuzzy reasoning and linguistic variable formalization. Nothing impedes real-life problems to mix diffic- ties, presenting huge quantities of noisy, vague and high-dimensional data; therefore, the design of solutions must be able to resort to any tool of the trade to attack the problem. Combining diverse paradigms poses challenging problems of computational and methodological interfacing of several previously incompatible approaches. This is, thus, the setting of HAIS conference series, and its increasing success is the proof of the vitality of this exciting field.
 

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Contents

An Advanced SteadyState MultiObjective Genetic Fuzzy System
1
A Preliminary Study
9
Solving Classification Problems Using Genetic Programming Algorithms on GPUs
17
Analysis of the Effectiveness of G3PARM Algorithm
27
Reducing Dimensionality in Multiple Instance Learning with a Filter Method
35
Graphical Exploratory Analysis of Educational Knowledge Surveys with Missing and Conflictive Answers Using Evolutionary Techniques
45
Data Mining for Grammatical Inference with Bioinformatics Criteria
53
Hybrid Multiagent System for Automatic Object Learning Classification
61
Label Dependent Evolutionary Feature Weighting for Remote Sensing Data
272
Evolutionary qGaussian Radial Basis Functions for BinaryClassification
280
Evolutionary Learning Using a SensitivityAccuracy Approach for Classification
288
An Hybrid System for Continuous Learning
296
Support Vector Regression Algorithms in the Forecasting of Daily Maximums of Tropospheric Ozone Concentration in Madrid
304
Neuronal Implementation of Predictive Controllers
312
αSatisfiability and αLock Resolution for a LatticeValued Logic LPX
320
On Compactness and Consistency in Finite LatticeValued Propositional Logic
328

On the Use of a Hybrid Approach to Contrast Endmember Induction Algorithms
69
Selfemergence of Lexicon Consensus in a Population of Autonomous Agents by Means of Evolutionary Strategies
77
Enhanced Self Organized Dynamic Tree Neural Network
85
Agents and Computer Vision for Processing Stereoscopic Images
93
Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS
101
A New Platform for Embedding Agents in Heterogeneous Wireless Sensor Networks
111
A Genetic Algorithm for Solving the Generalized Vehicle Routing Problem
119
Using Cultural Algorithms to Improve Intelligent Logistics
127
A Cultural Algorithm for the Urban Public Transportation
135
Scalability of a Methodology for Generating Technical Trading Rules with GAPs Based on RiskReturn Adjustment and Incremental Training
143
Hybrid Approach for the Public Transportation Time Dependent Orienteering Problem with Time Windows
151
A Functional Taxonomy for Artifacts
159
A CaseBased Reasoning Approach for Norm Adaptation
168
An Abstract Argumentation Framework for Supporting Agreements in Agent Societies
177
Reaching a Common Agreement Discourse Universe on MultiAgent Planning
185
Integrating Information Extraction Agents into a Tourism Recommender System
193
Adaptive Hybrid Immune Detector Maturation Algorithm
201
Interactive Visualization Applets for Modular Exponentiation Using Addition Chains
209
Multimedia Elements in a Hybrid MultiAgent System for the Analysis of Web Usability
217
An Approach for an AVC to SVC Transcoder with Temporal Scalability
225
A GPUBased DVC to H264AVC Transcoder
233
Hybrid Color Space Transformation to Visualize Color Constancy
241
A Novel Hybrid Approach to Improve Performance of Frequency Division Duplex Systems with Linear Precoding
248
Low BitRate Video Coding with 3D Lower Trees 3DLTW
256
Color Video Segmentation by Dissimilarity Based on Edges
264
Lattice Independent Component Analysis for Mobile Robot Localization
335
An Introduction to the Kosko Subsethood FAM
343
An Increasing Hybrid MorphologicalLinear Perceptron with Evolutionary Learning and Phase Correction for Financial Time Series Forecasting
351
Lattice Associative Memories for Segmenting Color Images in Different Color Spaces
359
Lattice Neural Networks with Spike Trains
367
Detecting Features from Confusion Matrices Using Generalized Formal Concept Analysis
375
Reconciling Knowledge in Social Tagging Web Services
383
2D Shape Representation and Recognition by Lattice Computing Techniques
391
Order Metrics for Semantic Knowledge Systems
399
Granular Fuzzy Inference System FIS Design by Lattice Computing
410
Median HeteroAssociative Memories Applied to the Categorization of TrueColor Patterns
418
A Comparison of VBM Results by SPM ICA and LICA
429
Fusion of Single View Soft kNN Classifiers for Multicamera Human Action Recognition
436
Selfadaptive Coordination for Organizations of Agents in Information Fusion Environments
444
A New Paradigm for Automatic Video Surveillance
452
A Simulation Framework for UAV Sensor Fusion
460
An Embeddable Fusion Framework to Manage Context Information in Mobile Devices
468
Embodied MovingTarget Seeking with Prediction and Planning
478
Using SelfOrganizing Maps for Intelligent CameraBased User Interfaces
486
A SVM and kNN Restricted Stacking to Improve Land Use and Land Cover Classification
493
A Bioinspired Fusion Method for Data Visualization
501
A CBR Intrusion Detector for SQ LInjection Attacks
510
Author Index
520
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