3. HAIS 2008: Burgos, Spain

Invited Talks

• Xindong Wu:
  Data Mining: Algorithms and Problems. 1
  
• Bogdan Gabrys:
  Do Smart Adaptive Systems Exist? Hybrid Intelligent Systems Perspective. 2-3
  
• Salvador García, Francisco Herrera:
  Design of Experiments in Computational Intelligence: On the Use of Statistical Inference. 4-14
  
• Hujun Yin:
  Nonlinear Principal Manifolds - Adaptive Hybrid Learning Approaches. 15-29
  

Agents and Multi-agent Systems

• Yanbin Liu, Chunguang Zhou, Kangping Wang, Dan Li, Dongwei Guo:
  Multi-agent ERA Model Based on Belief Interaction Solves Wireless Sensor Networks Routing Problem. 30-37
  
• Sara Rodríguez, Javier Bajo:
  Multi-agent System for Management and Monitoring of Routes Surveillance. 38-45
  
• Cristian Pinzón, Yanira de Paz, Rosa Cano:
  Classification Agent-Based Techniques for Detecting Intrusions in Databases. 46-53
  
• Juan A. Fraile, Dante I. Tapia, Miguel A. Sánchez:
  Hybrid Multi-Agent Architecture (HoCa) Applied to the Control and Supervision of Patients in Their Homes. 54-61
  
• Nayat Sánchez Pi, Javier Carbó, José Manuel Molina:
  JADE/LEAP Agents in an Aml Domain. 62-69
  
• Bianca Innocenti, Beatriz López, Joaquim Salvi:
  Design Patterns for Combining Social and Individual Intelligences on Modular-Based Agents. 70-77
  
• Maria Cruz Gaya, J. Ignacio Giráldez:
  Experiments in Multi Agent Learning. 78-85
  
• Branislav Bosanský, Cyril Brom:
  Agent-Based Simulation of Business Processes in a Virtual World. 86-94
  
• Martí Navarro, Stella Heras, Vicente J. Botti, Vicente Julián:
  Temporal-Bounded CBR for the Management of Commitments in RT-Agents. 95-102
  

Evolutionary Computation

• Bo Xiao, Danpin Yu, Lei Zhang, Xin Tian, Song Gao, Sanyou Y. Zeng:
  A Constrained Dynamic Evolutionary Algorithm with Adaptive Penalty Coefficient. 103-112
  
• Fangming Zhu, Sheng Uei Guan:
  Enhanced Cooperative Co-evolution Genetic Algorithm for Rule-Based Pattern Classification. 113-123
  
• Verónica Venturini, Javier Carbó, José M. Molina:
  Learning User Profile with Genetic Algorithm in AmI Applications. 124-131
  
• Zorana Bankovic, Slobodan Bojanic, Octavio Nieto-Taladriz, Atta Badii:
  Unsupervised Genetic Algorithm Deployed for Intrusion Detection. 132-139
  
• Elisabet Parras-Gutierrez, Víctor M. Rivas, María José del Jesús:
  Automatic Neural Net Design by Means of a Symbiotic Co-evolutionary Algorithm. 140-147
  
• Anca Gog, Camelia Chira, Dumitru Dumitrescu:
  Hybrid Multi-population Collaborative Asynchronous Search. 148-155
  
• Leandro M. Almeida, Teresa Bernarda Ludermir:
  An Evolutionary Approach for Tuning Artificial Neural Network Parameters. 156-163
  
• Andreea Vescan, Crina Grosan:
  A Hybrid Evolutionary Multiobjective Approach for the Component Selection Problem. 164-171
  
• Abdesslem Layeb, Djamel-Eddine Saidouni:
  A New Quantum Evolutionary Local Search Algorithm for MAX 3-SAT Problem. 172-179
  
• Piotr Lipinski:
  Neuro-evolutionary Decision Support System for Financial Time Series Analysis. 180-187
  

Connectionist Models

• Ana María Lara Palma, Lourdes Sáiz Bárcena, Joaquín A. Pacheco, Rafael Brotóns:
  Optimization of Knowledge in Companies Simulating M6PROK© Model Using as Hybrid Methodology a Neuronal Network and a Memetic Algorithm. 188-195
  
• Alejandra Rodríguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela:
  STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy. 196-203
  
• Konsta Sirvio, Jaakko Hollmén:
  Spatio-temporal Road Condition Forecasting with Markov Chains and Artificial Neural Networks. 204-211
  
• Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
  Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis. 212-219
  
• Rafael Del Hoyo, Nicolás J. Medrano-Marqués, Bonifacio Martín-del-Brío, Francisco José Lacueva-Pérez:
  Supervised Classification Fuzzy Growing Hierarchical SOM. 220-228
  
• Adrian Horzyk:
  Self Optimizing Neural Networks SONN-3 for Classification Tasks. 229-236
  
• D. A. Karras:
  Efficient MRI Reconstruction Using a Hybrid Framework for Integrating Stepwise Bayesian Restoration and Neural Network Models in a Memory Based Priors System. 237-246
  
• Álvaro Herrero, Emilio Corchado:
  Traffic Data Preparation for a Hybrid Network IDS. 247-256
  

Optimization Systems

• José M. Chaves-González, Marisa da Silva Maximiano, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez:
  Comparing Hybrid Versions of SS and DE to Solve a Realistic FAP Problem. 257-264
  
• Orlando Duran, Nibaldo Rodríguez, Luiz Airton Consalter:
  PSO for Selecting Cutting Tools Geometry. 265-272
  
• Camelia-Mihaela Pintea, Petrica C. Pop, Camelia Chira, Dumitru Dumitrescu:
  A Hybrid Ant-Based System for Gate Assignment Problem. 273-280
  
• Hongbo Liu, Ajith Abraham, Hong Ye:
  Extracting Multi-knowledge from fMRI Data through Swarm-Based Rough Set Reduction. 281-288
  
• Millie Pant, Radha Thangaraj, Deepti Rani, Ajith Abraham, Dinesh Kumar Srivastava:
  Estimation Using Differential Evolution for Optimal Crop Plan. 289-297
  
• Antoniya Georgieva, Ivan Jordanov:
  Hybrid Metaheuristics for Global Optimization: A Comparative Study. 298-305
  
• Maria Belén Vaquerizo García:
  Generating Routes with Bio-inspired Algorithms under Uncertainty. 306-313
  

Fuzzy Logic Systems

• Svetlana Simic, Dragan Simic, Petar Slankamenac, Milana Simic-Ivkov:
  Computer-Assisted Diagnosis of Primary Headaches. 314-321
  
• Francesco Ceravolo, Matteo De Felice, Stefano Pizzuti:
  Ambient Temperature Modelling through Traditional and Soft Computing Methods. 322-328
  
• Francisco Jurado, Olga C. Santos, Miguel A. Redondo, Jesus Boticario, Manuel Ortega:
  Providing Dynamic Instructional Adaptation in Programming Learning. 329-336
  
• Davide Sottara, Paola Mello:
  Modelling Radial Basis Functions with Rational Logic Rules. 337-344
  

Classification and Classifiers

• María Guijarro, Gonzalo Pajares, P. Javier Herrera:
  On Combining Classifiers by Relaxation for Natural Textures in Images. 345-352
  
• Patricio García Báez, Carlos Fernández Viadero, José Regidor García, Carmen Paz Suárez Araujo:
  An Ensemble Approach for the Diagnosis of Cognitive Decline with Missing Data. 353-360
  
• Michal Wozniak, Konrad Jackowski:
  Fusers Based on Classifier Response and Discriminant Function - Comparative Study. 361-368
  
• Jorge López Lázaro, Álvaro Barbero Jiménez, José R. Dorronsoro:
  Simple Clipping Algorithms for Reduced Convex Hull SVM Training. 369-377
  
• Emilio Corchado, Bruno Baruque, Aitor Mata, Juan M. Corchado:
  A WeVoS-CBR Approach to Oil Spill Problem. 378-384
  

Cluster Analysis

• Claudia Hundertmark, Frank Klawonn:
  Clustering Likelihood Curves: Finding Deviations from Single Clusters. 385-391
  
• Raúl Cruz-Barbosa, Alfredo Vellido:
  Unfolding the Manifold in Generative Topographic Mapping. 392-399
  
• Urszula Markowska-Kaczmar, Arletta Hurej:
  Evaluation of Subspace Clustering Quality. 400-407
  
• Elena N. Benderskaya, Sofya V. Zhukova:
  Clustering by Chaotic Neural Networks with Mean Field Calculated Via Delaunay Triangulation. 408-416
  

Video and Image Analysis

• Hong Zhang, Xiao-nan Sun, Lei Zhao, Lei Liu:
  Image Fusion Algorithm Using RBF Neural Networks. 417-424
  
• César Reyes, Maria Luisa Durán, Teresa Alonso, Pablo García Rodríguez, Andrés Caro:
  Behaviour of Texture Features in a CBIR System. 425-432
  
• Bogdan Kwolek:
  Object Tracking Using Grayscale Appearance Models and Swarm Based Particle Filter. 433-440
  
• Paloma de la Puente, Diego Rodríguez-Losada, Raul López, Fernando Matía:
  Extraction of Geometrical Features in 3D Environments for Service Robotic Applications. 441-450
  
• José García Rodríguez, Francisco Flórez-Revuelta, Juan Manuel García Chamizo:
  Hybrid GNG Architecture Learns Features in Images. 451-457
  

Hybrid Systems Based on Negotiation and Social Network Modelling

• Saddys Segrera, Joel Pinho, María N. Moreno García:
  Information-Theoretic Measures for Meta-learning. 458-465
  
• Sebastian Nusser, Clemens Otte, Werner Hauptmann:
  An EM-Based Piecewise Linear Regression Algorithm. 466-474
  
• Amparo Fúster-Sabater, Pino Caballero-Gil, O. Delgado:
  On the Use of Linear Cellular Automata for the Synthesis of Cryptographic Sequences. 475-482
  
• Wei Fang, Pengyu Hu, Pengpeng Zhao, Zhiming Cui:
  Ontology-Based Deep Web Data Sources Selection. 483-490
  
• Andrea Visconti, Hooman Tahayori:
  A Type-2 Fuzzy Set Recognition Algorithm for Artificial Immune Systems. 491-498
  
• Erkki Laitila:
  Symbolic Hybrid Programming Tool for Software Understanding. 499-506
  
• G. Aranda, Carlos Carrascosa, Vicente J. Botti:
  Characterizing Massively Multiplayer Online Games as Multi-Agent Systems. 507-514
  
• Stella Heras, Miguel Rebollo, Vicente Julián:
  A Dialogue Game Protocol for Recommendation in Social Networks. 515-522
  
• Samer Hassan, Mauricio Salgado, Juan Pavón:
  Friends Forever: Social Relationships with a Fuzzy Agent-Based Model. 523-532
  
• Lobna Hsairi, Khaled Ghédira, Adel M. Alimi, Abdellatif BenAbdelhafid:
  R2-IBN: Argumentation Based Negotiation Framework for the Extended Enterprise. 533-542
  
• Jaime Muñoz Arteaga, Ma. De Lourdes Margain Fuentes, Francisco Álvarez Rodríguez, Carlos Alberto Ochoa Ortíz Zezzatti:
  Extending Pattern Specification for Design the Collaborative Learning at Analysis Level. 543-550
  
• María Lucila Morales-Rodríguez, Bernard Pavard, Juan Javier González Barbosa, José A. Martínez Flores:
  Towards the Simulation of Social Interactions through Embodied Conversational Agents. 551-557
  
• Rodolfo A. Pazos Rangel, José A. Martínez Flores, Juan Javier González Barbosa, María Lucila Morales-Rodríguez, Gladis M. Galiana B., Alberto Castro H.:
  Ontology-Based Approach for Semi-automatic Generation of Subcategorization Frames for Spanish Verbs. 558-566
  
• José M. Galán, Ricardo del Olmo, Adolfo López-Paredes:
  Diffusion of Domestic Water Conservation Technologies in an ABM-GIS Integrated Model. 567-574
  

Real World Applications of Hais Under Uncertainty

• Gerardo M. Mendez, María de los Angeles Hernandez M.:
  Hybrid IT2 NSFLS-1 Used to Predict the Uncertain MXNUSD Exchange Rate. 575-582
  
• José Ramón Villar, Enrique A. de la Cal, Javier Sedano:
  Minimizing Energy Consumption in Heating Systems under Uncertainty. 583-590
  
• Giovanni Montana, Francesco Parrella:
  Learning to Trade with Incremental Support Vector Regression Experts. 591-598
  
• Óscar Ibáñez, Oscar Cordón, Sergio Damas, Jose Santamaría:
  Craniofacial Superimposition Based on Genetic Algorithms and Fuzzy Location of Cephalometric Landmarks. 599-607
  
• Luciano Sánchez, Ana M. Palacios, Inés Couso:
  A Minimum Risk Wrapper Algorithm for Genetically Selecting Imprecisely Observed Features, Applied to the Early Diagnosis of Dyslexia. 608-615
  

Hybrid Intelligent Systems for Multi-robot and Multi-agent Systems

• Iñaki Navarro, Álvaro Gutiérrez, Fernando Matía, Félix Monasterio-Huelin:
  An Approach to Flocking of Robots Using Minimal Local Sensing and Common Orientation. 616-624
  
• Yolanda Sanz, Javier de Lope Asiaín, José Antonio Martin H.:
  Applying Reinforcement Learning to Multi-robot Team Coordination. 625-632
  
• Abraham Prieto, Francisco Bellas, Pilar Caamaño, Richard J. Duro:
  A Complex Systems Based Tool for Collective Robot Behavior Emergence and Analysis. 633-640
  
• Richard J. Duro, M. Graña, Javier de Lope Asiaín:
  On the Need of Hybrid Intelligent Systems in Modular and Multi Robotics. 641-648
  
• José Baca, Ariadna Yerpes, Manuel Ferre, Juan A. Escalera, Rafael Aracil:
  Modelling of Modular Robot Configurations Using Graph Theory. 649-656
  
• Ivan Villaverde, Manuel Graña:
  A Hybrid Intelligent System for Robot Ego Motion Estimation with a 3D Camera. 657-664
  
• Ramón Moreno, Alicia D'Anjou, Manuel Graña:
  Evolutive Parametric Approach for Specular Correction in the Dichromatic Reflection Model. 665-672
  
• José Manuel López-Guede, Manuel Graña, Ekaitz Zulueta:
  On Distributed Cooperative Control for the Manipulation of a Hose by a Multirobot System. 673-679
  
• Luis Payá, Óscar Reinoso, Arturo Gil, Javier Sogorb:
  Multi-robot Route Following Using Omnidirectional Vision and Appearance-Based Representation of the Environment. 680-687
  

Applications of Hybrid Artificial Intelligence in Bioinformatics

• Juan M. Corchado, Juan Francisco de Paz:
  Using CBR Systems for Leukemia Classification. 688-695
  
• Zheng Rong Yang:
  Crosstalk and Signalling Pathway Complexity - A Case Study on Synthetic Models. 696-705
  
• Zheng Rong Yang:
  Explore Residue Significance in Peptide Classification. 706-713
  
• Zareen Mehboob, Hujun Yin:
  Analysis of Non-stationary Neurobiological Signals Using Empirical Mode Decomposition. 714-721
  

Genetic Fuzzy Systems: Novel Approaches

• Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla:
  Approximate Versus Linguistic Representation in Fuzzy-UCS. 722-729
  
• Fernando Jiménez, Gracia Sánchez, José F. Sánchez, José M. Alcaraz:
  Fuzzy Classification with Multi-objective Evolutionary Algorithms. 730-738
  
• Antonio Márquez, Francisco Alfredo Márquez, Antonio Peregrín:
  Cooperation between the Inference System and the Rule Base by Using Multiobjective Genetic Algorithms. 739-746
  
• Pietro Ducange, Rafael Alcalá, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni:
  Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework. 747-754
  
• Yusuke Nojima, Hisao Ishibuchi:
  Effects of Diversity Measures on the Design of Ensemble Classifiers by Multiobjective Genetic Fuzzy Rule Selection with a Multi-classifier Coding Scheme. 755-763