Hybrid Artificial Intelligent Systems : 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012, Proceedings, Part I
by Corchado, Emilio; Snasel, Vaclav; Abraham, Ajit; Wozniak, Michal; Grana, ManuelFormat: Paperback
Pub. Date: 2012-03-26
Publisher(s): Springer-Verlag New York Inc
Other versions by this Author
-
Free Shipping On Orders Over $59
Free standard shipping on order over $59 to your home address. Marketplace purchases through third-party sellers are excluded from free shipping promotions.
List Price: $147.26
Rent Textbook
Select for Price
Digital
$42.90*
New Textbook
We're Sorry
Sold Out
Used Textbook
We're Sorry
Sold Out
How Marketplace Works:
- This item is offered by an independent seller and not shipped from our warehouse
- Item details like edition and cover design may differ from our description; see seller's comments before ordering.
- Sellers much confirm and ship within two business days; otherwise, the order will be cancelled and refunded.
- Marketplace purchases cannot be returned to eCampus.com. Contact the seller directly for inquiries; if no response within two days, contact customer service.
- Additional shipping costs apply to Marketplace purchases. Review shipping costs at checkout.
Summary
The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations.
Table of Contents
| Special Sessions | |
| Agents and Multi Agents Systems | |
| An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management | p. 1 |
| Case-Based Argumentation Infrastructure for Agent Societies | p. 13 |
| The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses | p. 25 |
| Agent Capability Taxonomy for Dynamic Environments | p. 37 |
| Modeling Internet as a User-Adapted Speech Service | p. 49 |
| HAIS Applications | |
| Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling | p. 61 |
| Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis | p. 71 |
| Application of Genetic Algorithms to Optimize a Truncated Mean k-Nearest Neighbours Regressor for Hotel Reservation Forecasting | p. 79 |
| A Social Network-Based Approach to Expert Recommendation System | p. 91 |
| Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata | p. 103 |
| Lipreading Procedure for Liveness Verification in Video Authentication Systems | p. 115 |
| Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight | p. 125 |
| Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option | p. 137 |
| Spontaneous Facial Expression Recognition: Automatic Aggression Detection | p. 147 |
| A Memetic Approach to Project Scheduling That Maximizes the Effectiveness of the Human Resources Assigned to Project Activities | p. 159 |
| Hunting for Fraudsters in Random Forests | p. 174 |
| Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process | p. 186 |
| Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks | p. 196 |
| Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution | p. 208 |
| Fuzzy C-Means Clustering with Bilateral Filtering for Medical Image Segmentation | p. 221 |
| A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm | p. 231 |
| Cluster Analysis | |
| k-Means Clustering of Asymmetric Data | p. 243 |
| A Max Metric to Evaluate a Cluster | p. 255 |
| Nearest Cluster Classifier | p. 267 |
| Diffusion Maps for the Description of Meteorological Data | p. 276 |
| Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees | p. 288 |
| Data Mining and Knowledge Discovery | |
| Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm | p. 298 |
| White Box Classification of Dissimilarity Data | p. 309 |
| On Ensemble Classifiers for Noninstrusive Appliance Load Monitoring | p. 322 |
| Lee Path Replanner for Partially-Known Environments | p. 332 |
| Stroke Based Handwritten Character Recognition | p. 343 |
| KETO: A Knowledge Editing Tool for Encoding Condition - Action Guidelines into Clinical DSSs | p. 352 |
| Integration of Intelligent Information Technologies Ensembles for Modeling and Classification | p. 365 |
| Fusion of Modular Bayesian Networks for Context-Aware Decision Making | p. 375 |
| Evolutionary Computation | |
| Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator | p. 385 |
| Hybrid Multi-objective Machine Learning Classification in Liver Transplanation | p. 397 |
| Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy | p. 409 |
| Evolutionary Neural Networks for Product Design Tasks | p. 421 |
| An Incremental Hypersphere Learning Framework for Protein Membership Prediction | p. 429 |
| An Evolutionary Approach to Generate Solutions for Conflict Scenarios | p. 440 |
| Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue | p. 452 |
| Optimization of Neuro-coefficient Smooth Transition Autoregressive Models Using Differential Evolution | p. 464 |
| ReactGA - The Search Space Transformation for the Local Optimum Escaping | p. 474 |
| Learning Algorithms | |
| PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data | p. 485 |
| How to Reduce Dimension while Improving Performance | p. 497 |
| On How Percolation Threshold Affects PSO Performance | p. 509 |
| Pollen Grains Contour Analysis on Verification Approach | p. 521 |
| Modelling Stress Recognition in Conflict Resolution Scenarios | p. 533 |
| Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint | p. 545 |
| A Hybrid Classical Approach to a Fixed-Charged Transportation Problem | p. 557 |
| Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints | p. 567 |
| Systems, Man, and Cybernetics by HAIS | |
| Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques | p. 577 |
| Modeling an Operating System Based on Agents | p. 588 |
| An Empirical Comparison of Some Approximate Methods for Graph Coloring | p. 600 |
| A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kimematics Problems | p. 610 |
| Non-linear Data Stream Compression: Foundations and Theoretical Results | p. 622 |
| Reasoning with Qualitative Velocity: Towards a Hybrid Approach | p. 635 |
| Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification | p. 647 |
| Improving Evolved Alphabet Using Tabu Set | p. 655 |
| Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds | p. 667 |
| A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control | p. 677 |
| SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases | p. 690 |
| Author Index | p. 705 |
| Table of Contents provided by Ingram. All Rights Reserved. |
An electronic version of this book is available through VitalSource.
This book is viewable on PC, Mac, iPhone, iPad, iPod Touch, and most smartphones.
By purchasing, you will be able to view this book online, as well as download it, for the chosen number of days.
Digital License
You are licensing a digital product for a set duration. Durations are set forth in the product description, with "Lifetime" typically meaning five (5) years of online access and permanent download to a supported device. All licenses are non-transferable.
More details can be found here.
A downloadable version of this book is available through the eCampus Reader or compatible Adobe readers.
Applications are available on iOS, Android, PC, Mac, and Windows Mobile platforms.
Please view the compatibility matrix prior to purchase.