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ORCID4. HAIS 2009: Salamanca, Spain
- Emilio Corchado, Xindong Wu, Erkki Oja, Álvaro Herrero
, Bruno Baruque:
Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings. Lecture Notes in Computer Science 5572, Springer 2009, ISBN 978-3-642-02318-7
Agents and Multi Agents Systems
- Juan A. Fraile, Dante I. Tapia, Sara Rodríguez, Juan M. Corchado:
Agents in Home Care: A Case Study. 1-8 - Maurício Paletta, Pilar Herrero:
EP-MAS.Lib: A MAS-Based Evolutionary Program Approach. 9-17 - Eric Aaron, Henny Admoni:
A Framework for Dynamical Intention in Hybrid Navigating Agents. 18-25 - Xiaolong Jin, Jianmin Jiang, Geyong Min:
Multi-agent Based Personal File Management Using Case Based Reasoning. 26-33 - Rafal Drezewski, Piotr Wozniak, Leszek Siwik:
Agent-Based Evolutionary System for Traveling Salesman Problem. 34-41 - Maria Belén Vaquerizo García:
A Vehicle Routing Problem Solved by Agents. 42-49 - Aitor Mata, Belén Pérez Lancho, Angélica González Arrieta, Bruno Baruque, Emilio Corchado:
MACSDE: Multi-Agent Contingency Response System for Dynamic Environments. 50-59
HAIS Applications
- Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew:
Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. 60-67 - Natsumi Kitajima, Yuichi Goto, Jingde Cheng:
Development of a Decision-Maker in an Anticipatory Reasoning-Reacting System for Terminal Radar Control. 68-76 - Pan Xiong, Yaxin Bi, Xuhui Shen:
Study of Outgoing Longwave Radiation Anomalies Associated with Two Earthquakes in China Using Wavelet Maxima. 77-87 - Adolfo Lamas, Fernando López-Peña, Richard J. Duro:
A Hybrid Approach for Designing the Control System for Underwater Vehicles. 88-95 - Vicente Díaz Casás, Francisco Bellas, Fernando López-Peña, Richard J. Duro:
Hydrodynamic Design of Control Surfaces for Ships Using a MOEA with Neuronal Correction. 96-103 - Marzena Kryszkiewicz:
Closures of Downward Closed Representations of Frequent Patterns. 104-112 - Agustín Gajate, Rodolfo E. Haber, José R. Alique, Pastora I. Vega:
Transductive-Weighted Neuro-Fuzzy Inference System for Tool Wear Prediction in a Turning Process. 113-120 - Manuel Graña, Ivan Villaverde, José Manuel López-Guede, Borja Fernández:
Review of Hybridizations of Kalman Filters with Fuzzy and Neural Computing for Mobile Robot Navigation. 121-128 - Javier Oliver, Alberto Albiol, Samuel Morillas, Guillermo Peris-Fajarnés:
A Real-Time Person Detection Method for Moving Cameras. 129-136 - Alberto Carrascal, Alberto Díez, Ander Azpeitia:
Unsupervised Methods for Anomalies Detection through Intelligent Monitoring Systems. 137-144 - David Billington, Vladimir Estivill-Castro, René Hexel, Andrew Rock:
Architecture for Hybrid Robotic Behavior. 145-156 - Álvaro Herrero, Aitor Mata, Emilio Corchado, Lourdes Sáiz Bárcena:
A Hybrid Solution for Advice in the Knowledge Management Field. 157-168
Cluster Analysis
- Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos:
A Cluster-Based Feature Selection Approach. 169-176 - Debarati Kundu, Kaushik Suresh, Sayan Ghosh, Swagatam Das, Ajith Abraham, Youakim Badr:
Automatic Clustering Using a Synergy of Genetic Algorithm and Multi-objective Differential Evolution. 177-186 - Roman Podraza:
Credibility Coefficients in Hybrid Artificial Intelligence Systems. 187-194 - Jonathan de Andrade Silva, Eduardo R. Hruschka:
An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. 195-202
Data Mining and Knowledge Discovery
- Kamal Ali Albashiri, Frans Coenen:
A Generic and Extendible Multi-Agent Data Mining Framework. 203-210 - Leonardo Gualano, Paul Young:
A Modular Distributed Decision Support System with Data Mining Capabilities. 211-218 - Ching-Hsue Cheng, Jing-Rong Chang, Chen-Yi Kuo, Shu-Ying Liao:
A Fuzzy Quantitative Integrated Metric Model for CMMI Appraisal. 219-226 - Yusuf Kavurucu, Pinar Senkul, Ismail Hakki Toroslu:
Analyzing Transitive Rules on a Hybrid Concept Discovery System. 227-234 - Manuel Mejía-Lavalle, Ricardo Sosa R., Nemorio González M., Liliana Argotte-Ramos:
Survey of Business Intelligence for Energy Markets. 235-243
Evolutionary Computation
- Pedro Antonio Gutiérrez, César Hervás-Martínez, Juan Carlos Fernández, Francisca López-Granados:
Hybrid Multilogistic Regression by Means of Evolutionary Radial Basis Functions: Application to Precision Agriculture. 244-251 - Arijit Biswas, Sambarta Dasgupta, Bijaya K. Panigrahi, V. Ravikumar Pandi, Swagatam Das, Ajith Abraham, Youakim Badr:
Economic Load Dispatch Using a Chemotactic Differential Evolution Algorithm. 252-260 - Anca Gog, Camelia Chira:
Cellular Automata Rule Detection Using Circular Asynchronous Evolutionary Search. 261-268 - Dario Landa Silva, Joe Henry Obit:
Evolutionary Non-linear Great Deluge for University Course Timetabling. 269-276 - Rafal Drezewski, Krystian Obrocki:
Co-operative Co-evolutionary Approach to Multi-objective Optimization. 277-284 - Fatos Xhafa, Juan Antonio Gonzalez, Keshav P. Dahal, Ajith Abraham:
A GA(TS) Hybrid Algorithm for Scheduling in Computational Grids. 285-292 - Luis Martí, Jesús García, Antonio Berlanga, José M. Molina:
On the Model-Building Issue of Multi-Objective Estimation of Distribution Algorithms. 293-300 - Irene Moser, Raymond Chiong:
A Hooke-Jeeves Based Memetic Algorithm for Solving Dynamic Optimisation Problems. 301-309 - Radha Thangaraj, Millie Pant, Ajith Abraham, Youakim Badr:
Hybrid Evolutionary Algorithm for Solving Global Optimization Problems. 310-318
Learning Algorithms
- Elena N. Benderskaya, Sofya V. Zhukova:
Fragmentary Synchronization in Chaotic Neural Network and Data Mining. 319-326 - Krzysztof Siwek, Stanislaw Osowski:
Two-Stage Neural Network Approach to Precise 24-Hour Load Pattern Prediction. 327-335 - Luís Peña, Antonio LaTorre, José María Peña Sánchez, Sascha Ossowski:
Tentative Exploration on Reinforcement Learning Algorithms for Stochastic Rewards. 336-343 - Raúl Cruz-Barbosa, Alfredo Vellido:
Comparative Evaluation of Semi-supervised Geodesic GTM. 344-351
Real World HAIS Applications and Data Uncertainty
- Gerardo M. Mendez, Luis Leduc-Lezama, Rafael Colas, Gabriel Murillo-Pérez, Jorge Ramírez-Cuellar, José J. López:
Application of Interval Type-2 Fuzzy Logic Systems for Control of the Coiling Entry Temperature in a Hot Strip Mill. 352-359 - Óscar Ibáñez, Oscar Cordón, Sergio Damas, Luis Magdalena:
A Review on the Application of Hybrid Artificial Intelligence Systems to Optimization Problems in Operations Management. 360-367 - Davide Sottara, Gabriele Colombini, Luca Luccarini, Paola Mello:
A Pool of Experts to Evaluate the Evolution of Biological Processes in SBR Plants. 368-375 - Camelia-Mihaela Pintea, Gloria Cerasela Crisan, Camelia Chira, Dumitru Dumitrescu:
A Hybrid Ant-Based Approach to the Economic Triangulation Problem for Input-Output Tables. 376-383 - Enrique A. de la Cal, José Ramón Villar, Javier Sedano:
A Thermodynamical Model Study for an Energy Saving Algorithm. 384-390
Applications of Hybrid Artificial Intelligence in Bioinformatics
- Andrilene Maciel, Luís Coradine, Roberta Vieira, Manoel Lima:
A Fuzzy Approach of the Kohonen's Maps Applied to the Analysis of Biomedical Signals. 391-400 - Sam Chao, Fai Wong:
Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System. 401-408 - Lionel Morgado, Carlos Pereira:
Incremental Kernel Machines for Protein Remote Homology Detection. 409-416 - André L. B. Miranda, Luís Paulo F. Garcia, André C. P. L. F. de Carvalho, Ana Carolina Lorena:
Use of Classification Algorithms in Noise Detection and Elimination. 417-424 - Georgina Mirceva, Andrea Kulakov, Danco Davcev:
SGNG Protein Classifier by Matching 3D Structures. 425-432
Evolutionary Multiobjective Machine Learning
- Juan Carlos Fernández, César Hervás, Francisco José Martínez, Pedro Antonio Gutiérrez, Manuel Cruz:
Memetic Pareto Differential Evolution for Designing Artificial Neural Networks in Multiclassification Problems Using Cross-Entropy Versus Sensitivity. 433-441 - Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene:
Pareto-Based Multi-output Model Type Selection. 442-449 - Amelia Zafra, Sebastián Ventura:
A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning. 450-458
Hybrid Reasoning and Coordination Methods on Multi-Agent Systems
- Andrés Muñoz, Juan A. Botía Blaya:
On the Formalization of an Argumentation System for Software Agents. 459-467 - Stella Heras, Natalia Criado, Estefania Argente, Vicente Julián:
A Dialogue-Game Approach for Norm-Based MAS Coordination. 468-475 - Martí Navarro, Stella Heras, Vicente Julián:
Incorporating a Temporal Bounded Execution to the CBR Methodology. 476-483 - Luis Búrdalo, Andrés Terrasa, Ana García-Fornes, Agustín Espinosa:
Towards Providing Social Knowledge by Event Tracing in Multiagent Systems. 484-491 - Cristian Pinzón, Belén Pérez Lancho, Angélica González Arrieta, Ana de Luis, Jesús A. Román:
A Solution CBR Agent-Based to Classify SOAP Message within SOA Environments. 492-499 - Luis Fernando Castillo, Manuel González Bedia, Ana L. Uribe:
RecMas: A Multiagent System Socioconfiguration Recommendations Tool. 500-509
Methods of Classifiers Fusion
- Rosa Maria Valdovinos, José Salvador Sánchez:
Combining Multiple Classifiers with Dynamic Weighted Voting. 510-516 - Carolina Saavedra, Rodrigo Salas, Héctor Allende, Claudio Moraga:
Fusion of Topology Preserving Neural Networks. 517-524 - Konrad Jackowski, Michal Wozniak:
Adaptive Splitting and Selection Method of Classifier Ensemble Building. 525-532 - Robert Burduk:
Probability Error in Global Optimal Hierarchical Classifier with Intuitionistic Fuzzy Observations. 533-540 - Michal Wozniak, Konrad Jackowski:
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting. 541-548
Knowledge Extraction Based on Evolutionary Learning
- Yannis Marinakis, Magdalene Marinaki, Nikolaos F. Matsatsinis:
A Hybrid Bumble Bees Mating Optimization - GRASP Algorithm for Clustering. 549-556 - Joaquín Derrac, Salvador García, Francisco Herrera:
A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection. 557-564 - José Ramón Villar, María del Rosario Suárez, Javier Sedano, Felipe Mateos:
Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty. 565-572 - Cristóbal J. Carmona, Pedro González, María José del Jesus, Francisco Herrera:
Non-dominated Multi-objective Evolutionary Algorithm Based on Fuzzy Rules Extraction for Subgroup Discovery. 573-580 - José Antonio Sanz, Alberto Fernández, Humberto Bustince Sola, Francisco Herrera:
A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets. 581-588 - Leila Shila Shafti, Eduardo Pérez:
Feature Construction and Feature Selection in Presence of Attribute Interactions. 589-596 - Guiomar Corral, Alvaro Garcia-Piquer, Albert Orriols-Puig, Albert Fornells, Elisabet Golobardes:
Multiobjective Evolutionary Clustering Approach to Security Vulnerability Assesments. 597-604 - Núria Macià, Albert Orriols-Puig, Ester Bernadó-Mansilla:
Beyond Homemade Artificial Data Sets. 605-612 - Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni:
A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. 613-620 - Camelia Serban, Andreea Vescan, Horia F. Pop:
A New Component Selection Algorithm Based on Metrics and Fuzzy Clustering Analysis. 621-628 - José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Sebastián Ventura:
Multi-label Classification with Gene Expression Programming. 629-637 - Diego M. Escalante, Miguel Ángel Rodríguez, Antonio Peregrín:
An Evolutionary Ensemble-Based Method for Rule Extraction with Distributed Data. 638-645 - Nicolò Flugy Papè, Jesús Alcalá-Fdez, Andrea Bonarini, Francisco Herrera:
Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness. 646-653 - Ana M. Palacios, Luciano Sánchez, Inés Couso:
A Minimum-Risk Genetic Fuzzy Classifier Based on Low Quality Data. 654-661
Hybrid Systems Based on Bioinspired Algorithms and Argumentation Models
- Claudia Gómez Santillán, Laura Cruz Reyes, Eustorgio Meza Conde, Claudia Amaro Martinez, Marco Antonio Aguirre Lam, Carlos Alberto Ochoa Ortíz Zezzatti:
Performance Analysis of the Neighboring-Ant Search Algorithm through Design of Experiment. 662-669 - Laura Cruz Reyes, Juan J. González B., José Francisco Delgado Orta, Bárbara Abigail Arrañaga Cruz, Héctor J. Fraire H.:
A New Approach to Improve the Ant Colony System Performance: Learning Levels. 670-677 - Miguel Gil, Carlos Alberto Ochoa Ortíz Zezzatti, Antonio Zamarrón, Juan Martín Carpio:
Hybrid Algorithm to Data Clustering. 678-685
Hybrid Evolutionary Intelligence in Financial Engineering
- Dragan Simic, Ilija Tanackov, Vladeta Gajic, Svetlana Simic:
Financial Forecasting of Invoicing and Cash Inflow Processes for Fair Exhibitions. 686-693 - Nikos S. Thomaidis, Georgios Dounias:
A Hybrid Neural Network-Based Trading System. 694-701 - Vassilios Vassiliadis, Nikos S. Thomaidis, Georgios Dounias:
Active Portfolio Management under a Downside Risk Framework: Comparison of a Hybrid Nature - Inspired Scheme. 702-712
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