Proceedings of the 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Part II.

N. García-Pedrajas, F. Herrera, C. Fyfe, J.M. Benítez and M. Ali

Table of Contents

Engineering Knowledge and Semantic Systems

Improving Effectiveness of Query Expansion Using Information Theoretic Approach
Hazra Imran and Aditi Sharan
p. 1

Defining Coupling Metrics among Classes in an OWL Ontology
Juan García, Francisco García, and Roberto Therón
p. 12

Enterprise 2.0 and Semantic Technologies for Open Innovation Support
Francesco Carbone, Jesús Contreras, and Josefa Z. Hernández
p. 18

Algorithmic Decision of Syllogisms
Bora I. Kumova and Hüseyin Cakir
p. 28

Matching Multilingual Tags Based on Community of Lingual Practice from Multiple Folksonomy: A Preliminary Result
Jason J. Jung
p. 39

Ensemble Learning: Methods and Applications

Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers
Rimantas Kybartas, Nurdan Akhan Baykan, Nihat Yilmaz, and Sarunas Raudys
p. 47

Ensembles of Probability Estimation Trees for Customer Churn Prediction
Koen W. De Bock and Dirk Van den Poel
p. 57

Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clustering
Mihaela Elena Breaban
p. 67

Building a New Classifier in an Ensemble Using Streaming Unlabeled Data
Mehmed Kantardzic, Joung Woo Ryu, and Chamila Walgampaya
p. 77

Random Projections for SVM Ensembles
Jesús Maudes, Juan José Rodríguez, César García-Osorio, and Carlos Pardo
p. 87

Rotation Forest on Microarray Domain: PCA versus ICA
Carlos J. Alonso-González, Q. Isaac Moro-Sancho, Iván Ramos-Muñoz, and M. Aránzazu Simón-Hurtado
p. 96

An Empirical Study of Multilayer Perceptron Ensembles for Regression Tasks
Carlos Pardo, Juan José Rodríguez, César García-Osorio, and Jesús Maudes
p. 106

Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition
Carlos J. Alonso-González, Juan José Rodríguez, Oscar J. Prieto, and Belarmino Pulido
p. 116

Evolutionary Computation and Applications

Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithm
Hoang N. Luong, Hai T.T. Nguyen, and Chang Wook Ahn
p. 126

A New Artificial Immune System for Solving the Maximum Satisfiability Problem
Abdesslem Layeb, Abdel Hakim Deneche, and Souham Meshoul
p. 136

Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platforms
Marcus Vinícius Carvalho da Silva, Nadia Nedjah, and Luiza de Macedo Mourelle
p. 143

A Discrete Differential Evolution Algorithm for Solving the Weighted Ring Arc Loading Problem
Anabela Moreira Bernardino, Eugénia Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez-Pulido, and Miguel Angel Vega-Rodríguez
p. 153

A Parallel Genetic Algorithm on a Multi-Processor System-on-Chip
Rubem Euzébio Ferreira, Luiza de Macedo Mourelle, and Nadia Nedjah
p. 164

The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithms
Urszula Markowska-Kaczmar and Filip Krygowski
p. 173

Fuzzy Systems and Applications

Obtaining Significant Relations in L-Fuzzy Contexts
Cristina Alcalde, Ana Burusco, and Ramón Fuentes-González
p. 183

Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center
Francisco Barrientos and Gregorio Sainz
p. 193

Optimization of Embedded Fuzzy Rule-Based Systems in Wireless Sensor Network Nodes
M.A. Gadeo-Martos, J.A. Fernández-Prieto, J. Canada Bago, and J.R. Velasco
p. 203

An Algorithm for Online Self-organization of Fuzzy Controllers
Ana Belén Cara, Héctor Pomares, and Ignacio Rojas
p. 212

A Mechanism of Output Constraint Handling for Analytical Fuzzy Controllers
Piotr M. Marusak
p. 222

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
María José Gacto, Rafael Alcalá, and Francisco Herrera
p. 228

Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models
José Luis Aznarte M. and José M. Benítez
p. 239

Heuristic Methods and Swarm Intelligence for Optimization

Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Case
Luzia Vidal de Souza and Paulo Henrique Siqueira
p. 247

Particle Swarm Optimization in Exploratory Data Analysis
Ying Wu and Colin Fyfe
p. 257

Using the Bees Algorithm to Assign Terminals to Concentrators
Eugénia Moreira Bernardino, Anabela Moreira Bernardino, Juan Manuel Sánchez-Pérez, Juan Antonio Gómez-Pulido, and Miguel Angel Vega-Rodríguez
p. 267

Multicriteria Assignment Problem (Selection of Access Points)
Mark Sh. Levin and Maxim V. Petukhov
p. 277

Composite Laminates Buckling Optimization through Lévy Based Ant Colony Optimization
Roberto Candela, Giulio Cottone, Giuseppe Fileccia Scimemi, and Eleonora Riva Sanseverino
p. 288

Teaching Assignment Problem Solver
Ali Hmer and Malek Mouhoub
p. 298

Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS)
Fábio Roberto Chavarette, José Manoel Balthazar, Ivan Rizzo Guilherme, and Orlando Saraiva do Nascimento Junior
p. 308

Industrial Applications of Data Mining: New Paradigms for New Challenges

A Representation to Apply Usual Data Mining Techniques to Chemical Reactions
Frank Hoonakker, Nicolas Lachiche, Alexandre Varnek, and Alain Wagner
p. 318

Incident Mining Using Structural Prototypes
Ute Schmid, Martin Hofmann, Florian Bader, Tilmann H¨aberle, and Thomas Schneider
p. 327

Viability of an Alarm Predictor for Coffee Rust Disease Using Interval Regression
Oscar Luaces, Luiz Henrique A. Rodrigues, Carlos Alberto Alves Meira, José R. Quevedo, and Antonio Bahamonde
p. 337

Prediction of Web Goodput Using Nonlinear Autoregressive Models
Maciej Drwal and Leszek Borzemski
p. 347

Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids
Paulo J.L. Adeodato, Petronio L. Braga, Adrian L. Arnaud, Germano C. Vasconcelos, Frederico Guedes, Hélio B. Menezes, and Giorgio O. Limeira
p. 357

Intelligent Agent-Based Systems

Social Order in Hippocratic Multi-Agent Systems
Ludivine Crépin, Yves Demazeau, Olivier Boissier, and François Jacquenet
p. 367

Building an Electronic Market System
Elaine Lawrence and John Debenham
p. 377

Information Theory Based Intelligent Agents
Elaine Lawrence and John Debenham
p. 387

A Possibilistic Approach to Goal Generation in Cognitive Agents
Célia Da Costa Pereira and Andrea G.B. Tettamanzi
p. 397

Modelling Greed of Agents in Economical Context
Tibor Bosse, Ghazanfar F. Siddiqui, and Jan Treur
p. 407

Modeling and Verifying Agent-Based Communities of Web Services
Wei Wan, Jamal Bentahar, and Abdessamad Ben Hamza
p. 418

Interactive and Cognitive Environments

An Ambient Intelligent Agent Model Based on Behavioural Monitoring and Cognitive Analysis
Alexei Sharpanskykh and Jan Treur
p. 428

The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent
Usef Faghihi, Philippe Fouriner-viger, Roger Nkambou, and Pierre Poirier
p. 438

Driver's Behavior Assessment by On-board/Off-board Video Context Analysis
Lorenzo Ciardelli, Andrea Beoldo, Francesco Pasini, and Carlo Regazzoni
p. 450

An eHealth System for a Complete Home Assistance
Jaime Martín, Mario Ibañez, Natividad Martínez Madrid, and Ralf Seepold
p. 460

Tracking System Based on Accelerometry for Users with Restricted Physical Activity
L.M. Soria-Morillo, Juan Antonio álvarez-García, Juan Antonio Ortega, and Luis González-Abril
p. 470

Internet Applications

Web Query Reformulation Using Differential Evolution
Prabhat K. Mahanti, Mohammad Al-Fayoumi, Soumya Banerjee, and Feras Al-Obeidat
p. 484

On How Ants Put Advertisements on the Web
Tony White, Amirali Salehi-Abari, and Braden Box
p. 494

Mining Association Rules from Semantic Web Data
Victoria Nebot and Rafael Berlanga
p. 504

Hierarchical Topic-Based Communities Construction for Authors in a Literature Database
Chien-Liang Wu and Jia-Ling Koh
p. 514

Generating an Event Arrangement for Understanding News Articles on the Web
Norifumi Hirata, Shun Shiramatsu, Tadachika Ozono, and Toramatsu Shintani
p. 525

Architecture for Automated Search and Negotiation in Affiliation among Community Websites and Blogs
Robin M.E. Swezey, Masato Nakamura, Shun Shiramatsu, Tadachika Ozono, and Toramatsu Shintani
p. 535

Knowledge Management and Knowledge Based Systems

Effect of Semantic Differences in WordNet-Based Similarity Measures
Raúl Ernesto Menéndez-Mora and Ryutaro Ichise
p. 545

An Ontological Representation of Documents and Queries for Information Retrieval Systems
Mauro Dragoni, Célia Da Costa Pereira, and Andrea G.B. Tettamanzi
p. 555

Predicting the Development of Juvenile Delinquency by Simulation
Tibor Bosse, Charlotte Gerritsen, and Michel C.A. Klein
p. 565

Building and Analyzing Corpus to Investigate Appropriateness of Argumentative Discourse Structure for Facilitating Consensus
Tatiana Zidrasco, Shun Shiramatsu, Jun Takasaki, Tadachika Ozono, and Toramatsu Shintani
p. 575

Improving Identification Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using Barge-in Timing
Kyoko Matsuyama, Kazunori Komatani, Toru Takahashi, Tetsuya Ogata, and Hiroshi G. Okuno
p. 585

A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysis
Ahmed Badreddine and Nahla Ben Amor
p. 595

Machine Learning

Feature Selection and Occupancy Classification Using Seismic Sensors
Arun Subramanian, Kishan G. Mehrotra, Chilukuri K. Mohan, Pramod K. Varshney, and Thyagaraju Damarla
p. 605

Extending Metric Multidimensional Scaling with Bregman Divergences
Jigang Sun, Malcolm Crowe, and Colin Fyfe
p. 615

Independent Component Analysis Using Bregman Divergences
Xi Wang and Colin Fyfe
p. 627

Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition
Oresti Baños, Héctor Pomares, and Ignacio Rojas
p. 637

Time Space Tradeoffs in GA Based Feature Selection for Workload Characterization
Dan E. Tamir, Clara Novoa, and Daniel Lowell
p. 643

Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction
Wladimiro Díaz-Villanueva, Francesc J. Ferri, and Vicente Cerverón
p. 653

Scaling Up Feature Selection by Means of Democratization
Aida de Haro-García and Nicolás García-Pedrajas
p. 662