23. IEA/AIE 2010: Cordoba, Spain

Engineering Knowledge and Semantic Systems

• Hazra Imran, Aditi Sharan:
  Improving Effectiveness of Query Expansion Using Information Theoretic Approach. 1-11
  
• Juan García, Francisco J. García, Roberto Therón:
  Defining Coupling Metrics among Classes in an OWL Ontology. 12-17
  
• Francesco Carbone, Jesús Contreras, Josefa Z. Hernández:
  Enterprise 2.0 and Semantic Technologies for Open Innovation Support. 18-27
  
• Bora I. Kumova, Hüseyin Çakir:
  Algorithmic Decision of Syllogisms. 28-38
  
• Jason J. Jung:
  Matching Multilingual Tags Based on Community of Lingual Practice from Multiple Folksonomy: A Preliminary Result. 39-46
  

Ensemble Learning: Methods and Applications

• Rimantas Kybartas, Nurdan Akhan Baykan, Nihat Yilmaz, Sarunas Raudys:
  Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers. 47-56
  
• Koen W. De Bock, Dirk Van den Poel:
  Ensembles of Probability Estimation Trees for Customer Churn Prediction. 57-66
  
• Mihaela Elena Breaban:
  Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clustering. 67-76
  
• Mehmed M. Kantardzic, Joung Woo Ryu, Chamila Walgampaya:
  Building a New Classifier in an Ensemble Using Streaming Unlabeled Data. 77-86
  
• Jesús Maudes, Juan José Rodríguez, Cesar García-Osorio, Carlos Pardo:
  Random Projections for SVM Ensembles. 87-95
  
• Carlos J. Alonso-González, Q. Isaac Moro-Sancho, Iván Ramos-Muñoz, María Aránzazu Simón Hurtado:
  Rotation Forest on Microarray Domain: PCA versus ICA. 96-105
  
• Carlos Pardo, Juan José Rodríguez, Cesar García-Osorio, Jesús Maudes:
  An Empirical Study of Multilayer Perceptron Ensembles for Regression Tasks. 106-115
  
• Carlos J. Alonso-González, Juan José Rodríguez, Oscar J. Prieto, Belarmino Pulido Junquera:
  Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition. 116-125
  

Evolutionary Computation and Application

• Hoang Ngoc Luong, Hai Thanh Thi Nguyen, Chang Wook Ahn:
  Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithm. 126-135
  
• Abdesslem Layeb, Abdel Hakim Deneche, Souham Meshoul:
  A New Artificial Immune System for Solving the Maximum Satisfiability Problem. 136-142
  
• Marcus Vinicius Carvalho da Silva, Nadia Nedjah, Luiza de Macedo Mourelle:
  Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platforms. 143-152
  
• Anabela Moreira Bernardino, Eugénia Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez Pulido, Miguel Ángel Vega Rodríguez:
  A Discrete Differential Evolution Algorithm for Solving the Weighted Ring Arc Loading Problem. 153-163
  
• Rubem Euzébio Ferreira, Luiza de Macedo Mourelle, Nadia Nedjah:
  A Parallel Genetic Algorithm on a Multi-Processor System-on-Chip. 164-172
  
• Urszula Markowska-Kaczmar, Filip Krygowski:
  The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithms. 173-182
  

Fuzzy Systems and Applications

• Cristina Alcalde, Ana Burusco, Ramón Fuentes-González:
  Obtaining Significant Relations in L-Fuzzy Contexts. 183-192
  
• Francisco Barrientos, Gregorio Ismael Sainz Palmero:
  Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center. 193-202
  
• Manuel-Ángel Gadeo-Martos, Jose-Ángel Fernández-Prieto, Joaquín Cañada Bago, Juan-Ramón Velasco:
  Optimization of Embedded Fuzzy Rule-Based Systems in Wireless Sensor Network Nodes. 203-211
  
• Ana Belén Cara, Héctor Pomares, Ignacio Rojas:
  An Algorithm for Online Self-organization of Fuzzy Controllers. 212-221
  
• Piotr M. Marusak:
  A Mechanism of Output Constraint Handling for Analytical Fuzzy Controllers. 222-227
  
• María José Gacto, Rafael Alcalá, Francisco Herrera:
  Analysis of the Performance of a Semantic Interpretability-Based Tuning and Rule Selection of Fuzzy Rule-Based Systems by Means of a Multi-Objective Evolutionary Algorithm. 228-238
  
• José Luis Aznarte, José Manuel Benítez:
  Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models. 239-246
  

Heuristic Methods and Swarm Intelligence for Optimization

• Luzia Vidal de Souza, Paulo Henrique Siqueira:
  Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Case. 247-256
  
• Ying Wu, Colin Fyfe:
  Particle Swarm Optimization in Exploratory Data Analysis. 257-266
  
• Eugénia Moreira Bernardino, Anabela Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez Pulido, Miguel A. Vega-Rodríguez:
  Using the Bees Algorithm to Assign Terminals to Concentrators. 267-276
  
• Mark Sh. Levin, Maxim V. Petukhov:
  Multicriteria Assignment Problem (Selection of Access Points). 277-287
  
• Roberto Candela, Giulio Cottone, Giuseppe Fileccia Scimemi, Eleonora Riva Sanseverino:
  Composite Laminates Buckling Optimization through Lévy Based Ant Colony Optimization. 288-297
  
• Ali Hmer, Malek Mouhoub:
  Teaching Assignment Problem Solver. 298-307
  
• Fabio Roberto Chavarette, José Manoel Balthazar, Ivan Rizzo Guilherme, Orlando Saraiva do Nascimento:
  Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS). 308-317
  

Industrial Applications of Data Mining: New Paradigms for New Challenges

• Frank Hoonakker, Nicolas Lachiche, Alexandre Varnek, Alain Wagner:
  A Representation to Apply Usual Data Mining Techniques to Chemical Reactions. 318-326
  
• Ute Schmid, Martin Hofmann, Florian Bader, Tilmann Häberle, Thomas Schneider:
  Incident Mining Using Structural Prototypes. 327-336
  
• Oscar Luaces, Luiz Henrique A. Rodrigues, Carlos Alberto Alves Meira, José Ramón Quevedo, Antonio Bahamonde:
  Viability of an Alarm Predictor for Coffee Rust Disease Using Interval Regression. 337-346
  
• Maciej Drwal, Leszek Borzemski:
  Prediction of Web Goodput Using Nonlinear Autoregressive Models. 347-356
  
• Paulo J. L. Adeodato, Petrônio L. Braga, Adrian L. Arnaud, Germano C. Vasconcelos, Frederico Guedes, Hélio B. Menezes, Giorgio O. Limeira:
  Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids. 357-366
  

Intelligent Agent-Based Systems

• Ludivine Crépin, Yves Demazeau, Olivier Boissier, François Jacquenet:
  Social Order in Hippocratic Multi-Agent Systems. 367-376
  
• Elaine Lawrence, John K. Debenham:
  Building an Electronic Market System. 377-386
  
• Elaine Lawrence, John K. Debenham:
  Information Theory Based Intelligent Agents. 387-396
  
• Célia da Costa Pereira, Andrea Tettamanzi:
  A Possibilistic Approach to Goal Generation in Cognitive Agents. 397-406
  
• Tibor Bosse, Ghazanfar F. Siddiqui, Jan Treur:
  Modelling Greed of Agents in Economical Context. 407-417
  
• Wei Wan, Jamal Bentahar, Abdessamad Ben Hamza:
  Modeling and Verifying Agent-Based Communities of Web Services. 418-427
  

Interactive and Cognitive Environments

• Alexei Sharpanskykh, Jan Treur:
  An Ambient Intelligent Agent Model Based on Behavioural Monitoring and Cognitive Analysis. 428-437
  
• Usef Faghihi, Philippe Fournier-Viger, Roger Nkambou, Pierre Poirier:
  The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent. 438-449
  
• Lorenzo Ciardelli, Andrea Beoldo, Francesco Pasini, Carlo S. Regazzoni:
  Driver's Behavior Assessment by On-board/Off-board Video Context Analysis. 450-459
  
• Jaime Martín, Mario Ibáñez, Natividad Martínez Madrid, Ralf Seepold:
  An eHealth System for a Complete Home Assistance. 460-469
  
• L. M. Soria-Morillo, Juan Antonio Álvarez-García, Juan Antonio Ortega, Luis González Abril:
  Tracking System Based on Accelerometry for Users with Restricted Physical Activity. 470-483
  

Internet Applications

• Prabhat Kumar Mahanti, Mohammed Al-Fayoumi, Soumya Banerjee, Feras Al-Obeidat:
  Web Query Reformulation Using Differential Evolution. 484-493
  
• Tony White, Amirali Salehi-Abari, Braden Box:
  On How Ants Put Advertisements on the Web. 494-503
  
• Victoria Nebot, Rafael Berlanga Llavori:
  Mining Association Rules from Semantic Web Data. 504-513
  
• Chien-Liang Wu, Jia-Ling Koh:
  Hierarchical Topic-Based Communities Construction for Authors in a Literature Database. 514-524
  
• Norifumi Hirata, Shun Shiramatsu, Tadachika Ozono, Toramatsu Shintani:
  Generating an Event Arrangement for Understanding News Articles on the Web. 525-534
  
• Robin M. E. Swezey, Masato Nakamura, Shun Shiramatsu, Tadachika Ozono, Toramatsu Shintani:
  Architecture for Automated Search and Negotiation in Affiliation among Community Websites and Blogs. 535-544
  

Knowledge Management and Knowledge Based Systems

• Raúl Ernesto Menéndez-Mora, Ryutaro Ichise:
  Effect of Semantic Differences in WordNet-Based Similarity Measures. 545-554
  
• Mauro Dragoni, Célia da Costa Pereira, Andrea Tettamanzi:
  An Ontological Representation of Documents and Queries for Information Retrieval Systems. 555-564
  
• Tibor Bosse, Charlotte Gerritsen, Michel C. A. Klein:
  Predicting the Development of Juvenile Delinquency by Simulation. 565-574
  
• Tatiana Zidrasco, Shun Shiramatsu, Jun Takasaki, Tadachika Ozono, Toramatsu Shintani:
  Building and Analyzing Corpus to Investigate Appropriateness of Argumentative Discourse Structure for Facilitating Consensus. 575-584
  
• Kyoko Matsuyama, Kazunori Komatani, Toru Takahashi, Tetsuya Ogata, Hiroshi G. Okuno:
  Improving Identification Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using Barge-in Timing. 585-594
  
• Ahmed Badreddine, Nahla Ben Amor:
  A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysis. 595-604
  

Machine Learning

• Arun Subramanian, Kishan G. Mehrotra, Chilukuri K. Mohan, Pramod K. Varshney, Thyagaraju R. Damarla:
  Feature Selection and Occupancy Classification Using Seismic Sensors. 605-614
  
• Jigang Sun, Malcolm Crowe, Colin Fyfe:
  Extending Metric Multidimensional Scaling with Bregman Divergences. 615-626
  
• Xi Wang, Colin Fyfe:
  Independent Component Analysis Using Bregman Divergences. 627-636
  
• Oresti Baños, Héctor Pomares, Ignacio Rojas:
  Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition. 637-642
  
• Dan E. Tamir, Clara Novoa, Daniel Lowell:
  Time Space Tradeoffs in GA Based Feature Selection for Workload Characterization. 643-652
  
• Wladimiro Díaz Villanueva, Francesc J. Ferri, Vicente Cerverón:
  Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction. 653-661
  
• Aida de Haro-García, Nicolás García-Pedrajas:
  Scaling Up Feature Selection by Means of Democratization. 662-672
  

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