Engineering Knowledge and Semantic Systems |
Improving Effectiveness of Query Expansion Using Information Theoretic Approach / Hazra Imran ; Aditi Sharan |
Defining Coupling Metrics among Classes in an OWL Ontology / Juan GarcÃa ; Francisco GarcÃa ; Roberto Therón |
Enterprise 2.0 and Semantic Technologies for Open Innovation Support / Francesco Carbone ; Jesús Contreras ; Josefa Z. Hernández |
Algorithmic Decision of Syllogisms / Bora I. Kumova ; Hüseyin Çakir |
Matching Multilingual Tags Based on Community of Lingual Practice from Multiple Folksonomy: A Preliminary Result / Jason J. Jung |
Ensemble Learning: Methods and Applications |
Multiclass Mineral Recognition Using Similarity Features and Ensembles of Pair-Wise Classifiers / Rimantas Kybartas ; Nurdan Akhan Baykan ; Nihat Yilmaz ; Sarunas Raudys |
Ensembles of Probability Estimation Trees for Customer Churn Prediction / Koen W. De Bock ; Dirk Van den Poel |
Evolving Ensembles of Feature Subsets towards Optimal Feature Selection for Unsupervised and Semi-supervised Clustering / Mihaela Elena Breaban |
Building a New Classifier in an Ensemble Using Streaming Unlabeled Data / Mehmed Kantardzic ; Joung Woo Ryu ; Chamila Walgampaya |
Random Projections for SVM Ensembles / Jesús Maudes ; Juan José RodrÃguez ; César GarcÃa-Osorio ; Carlos Pardo |
Rotation Forest on Microarray Domain: PCA versus ICA / Carlos J. Alonso-González ; Q. Isaac Moro-Sancho ; Iván Ramos-Muñoz ; M. Aránzazu Simón-Hurtado |
An Empirical Study of Multilayer Perception Ensembles for Regression Tasks |
Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition / Óscar J. Prieto ; Belarmino Pulido |
Evolutionary Computation and Applications |
Entropy-Based Evaluation Relaxation Strategy for Bayesian Optimization Algorithm / Hoang N. Luong ; Hai T.T. Nguyen ; Chang Wook Ahn |
A New Artificial Immune System for Solving the Maximum Satisfiability Problem / Abdesslem Layeb ; Abdel Hakim Deneche ; Souham Meshoul |
Power-Aware Multi-objective Evolutionary Optimization for Application Mapping on NoC Platforms / Marcus VinÃcius Carvalho da Silva ; Nadia Nedjah ; Luiza de Macedo Mourelle |
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 ; Miguel Angel Vega-RodrÃguez |
A Parallel Genetic Algorithm on a Multi-Processor System-on-Chip / Rubem Euzébio Ferreira |
The Influence of Using Design Patterns on the Process of Implementing Genetic Algorithms / Urszula Markowska-Kaczmar ; Filip Krygowski |
Fuzzy Systems and Applications |
Obtaining Significant Relations in L-Fuzzy Contexts / Cristina Alcalde ; Ana Burusco ; Ramón Fuentes-González |
Knowledge Extraction Based on Fuzzy Unsupervised Decision Tree: Application to an Emergency Call Center / Francisco Barrientos ; Gregorio Sainz |
Optimization of Embedded Fuzzy Rule-Based Systems in Wireless Sensor Network Nodes / M.A. Gadeo-Martas ; J.A. Fernández-Prieto ; J. Canada Bago ; J.R. Velasco |
An Algorithm for Online Self-organization of Fuzzy Controllers / Ana Belén Cara ; Héctor Pomares ; Ignacio Rojas |
A Mechanism of Output Constraint Handling for Analytical Fuzzy Controllers / Piotr M. Marusak |
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 / MarÃa José Gacto ; Rafael Alcalá ; Francisco Herrera |
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models / José Luis Aznarte M. ; José M. BenÃtez |
Heuristic Methods and Swarm Intelligence for Optimization |
Heuristic Methods Applied to the Optimization School Bus Transportation Routes: A Real Case / Luzia Vidal de Souza ; Paulo Henrique Siqueira |
Particle Swarm Optimization in Exploratory Data Analysis / Ying Wu ; Colin Fyfe |
Using the Bees Algorithm to Assign Terminals to Concentrators |
Multicritetia Assignment Problem (Selection of Access Points) / Mark Sh. Levin ; Maxim V. Petukhov |
Composite Laminates Buckling Optimization through Lévy Based Ant Colony Optimization / Roberto Candela ; Giulio Cottone ; Giuseppe Fileccia Scimemi ; Eleonora Riva Sanseverino |
Teaching Assignment Problem Solver / Ali Hmer ; Malek Mouhoub |
Swarm Control Designs Applied to a Micro-Electro-Mechanical Gyroscope System (MEMS) / Fábio Roberto Chavarette ; José Manoel Balthazar ; Ivan Rizzo Guilherme ; Orlando Saraiva do Nascimento Junior |
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 ; Alain Wagner |
Incident Mining Using Structural Prototypes / Ute Schmid ; Martin Hofmann ; Florian Bader ; Tilmann Häberle ; Thomas Schneider |
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 ; Antonio Bahamonde |
Prediction of Web Goodput Using Nonlinear Autoregressive Models / Maciej Drwal ; Leszek Borzemski |
Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids / Paulo J.L. Adeodato ; Petrônio L. Braga ; Adrian L. Arnaud ; Germano C. Vasconcelos ; Frederico Guedes ; Hélio B. Menezes ; Giorgio O. Limeira |
Intelligent Agent-Based Systems |
Social Order in Hippocratic Multi-Agent Systems / Ludivine Crépin ; Yves Demazeau ; Olivier Boissier ; François Jacquenet |
Building an Electronic Market System / Elaine Lawrence ; John Debenham |
Information Theory Based Intelligent Agents |
A Possibilistic Approach to Goal Generation in Cognitive Agents / Célia Da Costa Pereira ; Andrea G.B. Tettamanzi |
Modelling Greed of Agents in Economical Context / Tibor Bosse ; Ghazanfar F. Siddiqui ; Jan Treur |
Modeling and Verifying Agent-Based Communities of Web Services / Wei Wan ; Jamal Bentahar ; Abdessamad Ben Hamza |
Interactive and Cognitive Environments |
An Ambient Intelligent Agent Model Based on Behavioural Monitoring and Cognitive Analysis / Alexei Sharpanskykh |
The Combination of a Causal and Emotional Learning Mechanism for an Improved Cognitive Tutoring Agent / Usef Faghihi ; Philippe Fouriner-viger ; Roger Nkambou ; Pierre Poirier |
Driver's Behavior Assessment by On-board/Off-board Video Context Analysis / Lorenzo Ciardelli ; Andrea Beoldo ; Francesco Pasini ; Carlo Regazzoni |
An eHealth System for a Complete Home Assistance / Jaime MartÃn ; Mario Ibañez ; Natividad MartÃnez Madrid ; Ralf Seepold |
Tracking System Based on Accelerometry for Users with Restricted Physical Activity / L.M. Soria-Morillo ; Juan Antonio Ãlvarez-GarcÃa ; Juan Antonio Ortega ; Luis González-Abril |
Internet Applications |
Web Query Reformulation Using Differential Evolution / Prabhat K. Mahanti ; Mohammad Al-Fayoumi ; Soumya Banerjee ; Feras Al-Obeidat |
On How Ants Put Advertisements on the Web / Tony White ; Amirali Salehi-Abari ; Braden Box |
Mining Association Rules from Semantic Web Data / Victoria Nebot ; Rafael Berlanga |
Hierarchical Topic-Based Communities Construction for Authors in a Literature Database / Chien-Liang Wu ; Jia-Ling Koh |
Generating an Event Arrangement for Understanding News Articles on the Web / Norifumi Hirata ; Shun Shiramatsu ; Tadachika Ozono ; Toramatsu Shintani |
Architecture for Automated Search and Negotiation in Affiliation among Community Websites and Blogs / Robin M.E. Swezey ; Masato Nakamura |
Knowledge Management and Knowledge Based Systems |
Effect of Semantic Differences in WordNet-Based Similarity Measures / Raúl Ernesto Menéndez-Mora ; Ryutaro Ichise |
An Ontological Representation of Documents and Queries for Information Retrieval Systems / Mauro Dragoni |
Predicting the Development of Juvenile Delinquency by Simulation / Charlotte Gerritsen ; Michel C.A. Klein |
Building and Analyzing Corpus to Investigate Appropriateness of Argumentative Discourse Structure for Facilitating Consensus / Tatiana Zidrasco ; Jun Takasaki |
Improving Identification Accuracy by Extending Acceptable Utterances in Spoken Dialogue System Using Barge-in Timing / Kyoko Matsuyama ; Kazunori Komatani ; Toru Takahashi ; Tetsuya Ogata ; Hiroshi G. Okuno |
A New Approach to Construct Optimal Bow Tie Diagrams for Risk Analysis / Ahmed Badreddine ; Nahla Ben Amor |
Machine Learning |
Feature Selection and Occupancy Classification Using Seismic Sensors / Arun Subramanian ; Kishan G. Mehrotra ; Chilukuri K. Mohan ; Pramod K. Varshney ; Thyagaraju Damarla |
Extending Metric Multidimensional Scaling with Bregman Divergences / Jigang Sun ; Malcolm Crowe |
Independent Component Analysis Using Bregman Divergences / Xi Wang |
Novel Method for Feature-Set Ranking Applied to Physical Activity Recognition / Oresti Baños |
Time Space Tradeoffs in GA Based Feature Selection for Workload Characterization / Dan E. Tamir ; Clara Novoa ; Daniel Lowell |
Learning Improved Feature Rankings through Decremental Input Pruning for Support Vector Based Drug Activity Prediction / Wladimiro DÃaz- Villanueva ; Francesc J. Ferri ; Vicente Cerverón |
Scaling Up Feature Selection by Means of Democratization / Aida de Haro-GarcÃa ; Nicolás GarcÃa-Pedrajas |
Author Index |
Engineering Knowledge and Semantic Systems |
Improving Effectiveness of Query Expansion Using Information Theoretic Approach / Hazra Imran ; Aditi Sharan |
Defining Coupling Metrics among Classes in an OWL Ontology / Juan GarcÃa ; Francisco GarcÃa ; Roberto Therón |