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.
Author(s): Michel González, Jorge Casillas, Carlos Morell (auth.), Emilio Corchado, Manuel Graña Romay, Alexandre Manhaes Savio (eds.)
Series: Lecture Notes in Computer Science 6077 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 570
Tags: Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Information Systems Applications (incl.Internet); Computation by Abstract Devices; Database Management; Information Storage and Retrieval
Front Matter....Pages -
SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System....Pages 1-8
Evolving Multi-label Classification Rules with Gene Expression Programming: A Preliminary Study....Pages 9-16
Solving Classification Problems Using Genetic Programming Algorithms on GPUs....Pages 17-26
Analysis of the Effectiveness of G3PARM Algorithm....Pages 27-34
Reducing Dimensionality in Multiple Instance Learning with a Filter Method....Pages 35-44
Graphical Exploratory Analysis of Educational Knowledge Surveys with Missing and Conflictive Answers Using Evolutionary Techniques....Pages 45-52
Data Mining for Grammatical Inference with Bioinformatics Criteria....Pages 53-60
Hybrid Multiagent System for Automatic Object Learning Classification....Pages 61-68
On the Use of a Hybrid Approach to Contrast Endmember Induction Algorithms....Pages 69-76
Self-emergence of Lexicon Consensus in a Population of Autonomous Agents by Means of Evolutionary Strategies....Pages 77-84
Enhanced Self Organized Dynamic Tree Neural Network....Pages 85-92
Agents and Computer Vision for Processing Stereoscopic Images....Pages 93-100
Incorporating Temporal Constraints in the Planning Task of a Hybrid Intelligent IDS....Pages 101-110
HERA: A New Platform for Embedding Agents in Heterogeneous Wireless Sensor Networks....Pages 111-118
A Genetic Algorithm for Solving the Generalized Vehicle Routing Problem....Pages 119-126
Using Cultural Algorithms to Improve Intelligent Logistics....Pages 127-134
A Cultural Algorithm for the Urban Public Transportation....Pages 135-142
Scalability of a Methodology for Generating Technical Trading Rules with GAPs Based on Risk-Return Adjustment and Incremental Training....Pages 143-150
Hybrid Approach for the Public Transportation Time Dependent Orienteering Problem with Time Windows....Pages 151-158
A Functional Taxonomy for Artifacts....Pages 159-167
A Case-Based Reasoning Approach for Norm Adaptation....Pages 168-176
An Abstract Argumentation Framework for Supporting Agreements in Agent Societies....Pages 177-184
Reaching a Common Agreement Discourse Universe on Multi-Agent Planning....Pages 185-192
Integrating Information Extraction Agents into a Tourism Recommender System....Pages 193-200
Adaptive Hybrid Immune Detector Maturation Algorithm....Pages 201-208
Interactive Visualization Applets for Modular Exponentiation Using Addition Chains....Pages 209-216
Multimedia Elements in a Hybrid Multi-Agent System for the Analysis of Web Usability....Pages 217-224
An Approach for an AVC to SVC Transcoder with Temporal Scalability....Pages 225-232
A GPU-Based DVC to H.264/AVC Transcoder....Pages 233-240
Hybrid Color Space Transformation to Visualize Color Constancy....Pages 241-247
A Novel Hybrid Approach to Improve Performance of Frequency Division Duplex Systems with Linear Precoding....Pages 248-255
Low Bit-Rate Video Coding with 3D Lower Trees (3D-LTW)....Pages 256-263
Color Video Segmentation by Dissimilarity Based on Edges....Pages 264-271
Label Dependent Evolutionary Feature Weighting for Remote Sensing Data....Pages 272-279
Evolutionary q -Gaussian Radial Basis Functions for Binary-Classification....Pages 280-287
Evolutionary Learning Using a Sensitivity-Accuracy Approach for Classification....Pages 288-295
An Hybrid System for Continuous Learning....Pages 296-303
Support Vector Regression Algorithms in the Forecasting of Daily Maximums of Tropospheric Ozone Concentration in Madrid....Pages 304-311
Neuronal Implementation of Predictive Controllers....Pages 312-319
α -Satisfiability and α -Lock Resolution for a Lattice-Valued Logic LP(X)....Pages 320-327
On Compactness and Consistency in Finite Lattice-Valued Propositional Logic....Pages 328-334
Lattice Independent Component Analysis for Mobile Robot Localization....Pages 335-342
An Introduction to the Kosko Subsethood FAM....Pages 343-350
An Increasing Hybrid Morphological-Linear Perceptron with Evolutionary Learning and Phase Correction for Financial Time Series Forecasting....Pages 351-358
Lattice Associative Memories for Segmenting Color Images in Different Color Spaces....Pages 359-366
Lattice Neural Networks with Spike Trains....Pages 367-374
Detecting Features from Confusion Matrices Using Generalized Formal Concept Analysis....Pages 375-382
Reconciling Knowledge in Social Tagging Web Services....Pages 383-390
2-D Shape Representation and Recognition by Lattice Computing Techniques....Pages 391-398
Order Metrics for Semantic Knowledge Systems....Pages 399-409
Granular Fuzzy Inference System (FIS) Design by Lattice Computing....Pages 410-417
Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns....Pages 418-428
A Comparison of VBM Results by SPM, ICA and LICA....Pages 429-435
Fusion of Single View Soft k-NN Classifiers for Multicamera Human Action Recognition....Pages 436-443
Self-adaptive Coordination for Organizations of Agents in Information Fusion Environments....Pages 444-451
Sensor Management: A New Paradigm for Automatic Video Surveillance....Pages 452-459
A Simulation Framework for UAV Sensor Fusion....Pages 460-467
An Embeddable Fusion Framework to Manage Context Information in Mobile Devices....Pages 468-477
Embodied Moving-Target Seeking with Prediction and Planning....Pages 478-485
Using Self-Organizing Maps for Intelligent Camera-Based User Interfaces....Pages 486-492
A SVM and k-NN Restricted Stacking to Improve Land Use and Land Cover Classification....Pages 493-500
A Bio-inspired Fusion Method for Data Visualization....Pages 501-509
CBRid4SQL: A CBR Intrusion Detector for SQL Injection Attacks....Pages 510-519
Back Matter....Pages -
