Hybrid Artificial Intelligent Systems

1. Front Matter

   Pages I-XVIII

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2. Data Mining and Knowledge Discovery

   1. Front Matter

      Pages 1-1

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   2. Frequent Sets Discovery in Privacy Preserving Quantitative Association Rules Mining

      • Piotr Andruszkiewicz

      Pages 3-15

   3. An Instance of Social Intelligence in the Internet of Things: Bread Making Recipe Recommendation by ELM Regression

      • Manuel Graña, J. David Nuñez-Gonzalez

      Pages 16-25

   4. Random Forests and Gradient Boosting for Wind Energy Prediction

      • Álvaro Alonso, Alberto Torres, José R. Dorronsoro

      Pages 26-37

   5. Agent-Based Web Resource Acquisition System for Scientific Knowledge Base

      • Adam Omelczuk, Piotr Andruszkiewicz

      Pages 38-49

   6. An Efficient Nearest Neighbor Method for Protein Contact Prediction

      • Gualberto Asencio-Cortés, Jesús S. Aguilar-Ruiz, Alfonso E. Márquez- Chamorro

      Pages 50-60

   7. Interface for Composing Queries for Complex Databases for Inexperienced Users

      • Rodolfo A. Pazos R., Alan G. Aguirre L., Marco A. Aguirre L., José A. Martínez F.

      Pages 61-72

   8. A Structural Pattern Mining Approach for Credit Risk Assessment

      • Bernardete Ribeiro, Ning Chen, Alexander Kovačec

      Pages 73-84

3. Video and Image Analysis

   1. Front Matter

      Pages 85-85

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   2. A Novel Technique for Human Face Recognition Using Fractal Code and Bi-dimensional Subspace

      • Benouis Mohamed

      Pages 87-98

   3. A Platform for Matching Context in Real Time

      • Andrei Olaru, Adina Magda Florea

      Pages 99-110

   4. Motion Capture Systems for Jump Analysis

      • Sendoa Rojas-Lertxundi, J. Ramón Fernández-López, Sergio Huerta, Pablo Garía Bringas

      Pages 111-124

   5. Expert System for Handwritten Numeral Recognition Using Dynamic Zoning

      • David Álvarez, Ramón Fernández, Lidia Sánchez, José Alija

      Pages 125-135

   6. Arabic Handwriting Recognition Based on Synchronous Multi-stream HMM Without Explicit Segmentation

      • Khaoula Jayech, Mohamed Ali Mahjoub, Najoua Essoukri Ben Amara

      Pages 136-145

   7. Image Segmentation Based on Hybrid Adaptive Active Contour

      • Amira Soudani, Ezzeddine Zagrouba

      Pages 146-156

   8. Particle Swarm Optimizer with Finite Velocity of Information Transmission

      • Miguel Cárdenas-Montes, Miguel A. Vega-Rodríguez

      Pages 157-169

4. Bio-inspired Models and Evolutionary Computation

   1. Front Matter

      Pages 171-171

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   2. Cryptanalysis of Simplified-AES Using Intelligent Agent

      • Rania Saeed, Ashraf Bhery

      Pages 173-187

   3. A Discrete Bat Algorithm for the Community Detection Problem

      • Eslam A. Hassan, Ahmed Ibrahem Hafez, Aboul Ella Hassanien, Aly A. Fahmy

      Pages 188-199

This volume constitutes the proceedings of the 10th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2015, held Bilbao, Spain, June 2014. The 60 papers published in this volume were carefully reviewed and selected from 190 submissions. They are organized in topical sections such as data mining and knowledge discovery; video and image analysis; bio-inspired models and evolutionary computation; learning algorithms; hybrid intelligent systems for data mining and applications; classification and cluster analysis, HAIS applications.

• Ant colony optimization
• Artificial neural networks
• Biometrics
• Combinatorial optimization
• Computer vision
• Cryptanalysis
• Cryptography
• Data mining
• Fuzzy logic
• Genetic algorithms
• Hybrid systems
• Image processing
• Learning algorithms
• Multi-agent systems
• Pattern matching
• Recommender systems
• Social networks
• Soft computing
• Statistical models
• User modeling

• University of Deusto, Bilbao, Spain

  Enrique Onieva, Igor Santos, Eneko Osaba

• Universidad de Salamanca, Salamanca, Spain

  Héctor Quintián, Emilio Corchado

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