23. IEA/AIE 2010: Cordoba, Spain
Nicolás García-Pedrajas, Francisco Herrera, Colin Fyfe, José Manuel Benítez, Moonis Ali (Eds.): Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part II. Springer 2010 Lecture Notes in Computer Science ISBN 978-3-642-13024-3
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
- 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
- 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
- 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
- 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
- Luis Miguel 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
- 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
- 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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