Advances in Computational Intelligence

1. Expert Systems

   1. Front Matter

      Pages 209-209

      PDF

   2. Logic Programming and Artificial Neural Networks in Breast Cancer Detection

      • José Neves, Tiago Guimarães, Sabino Gomes, Henrique Vicente, Mariana Santos, João Neves et al.

      Pages 211-224

   3. An ANFIS-Based Fault Classification Approach in Double-Circuit Transmission Line Using Current Samples

      • Mohammad Amin Jarrahi, Haidar Samet, Hossein Raayatpisheh, Ahmad Jafari, Mohsen Rakhshan

      Pages 225-236

   4. Evolutionary Hybrid Configuration Applied to a Polymerization Process Modelling

      • Silvia Curteanu, Elena-Niculina Dragoi, Vlad Dafinescu

      Pages 237-249

   5. Multi-layer Perceptrons for Voxel-Based Classification of Point Clouds from Natural Environments

      • Victoria Plaza, Jose Antonio Gomez-Ruiz, Anthony Mandow, Alfonso Garcia-Cerezo

      Pages 250-261

   6. An Improved RBF Neural Network Approach to Nonlinear Curve Fitting

      • Michael M. Li, Brijesh Verma

      Pages 262-275

   7. QSVM: A Support Vector Machine for Rule Extraction

      • Guido Bologna, Yoichi Hayashi

      Pages 276-289

   8. Multiwindow Fusion for Wearable Activity Recognition

      • Oresti Banos, Juan-Manuel Galvez, Miguel Damas, Alberto Guillen, Luis-Javier Herrera, Hector Pomares et al.

      Pages 290-297

   9. Ontological Sensor Selection for Wearable Activity Recognition

      • Claudia Villalonga, Oresti Banos, Hector Pomares, Ignacio Rojas

      Pages 298-306

   10. Short-Term Spanish Aggregated Solar Energy Forecast

       • Nicolas Perez-Mora, Vincent Canals, Victor Martinez-Moll

       Pages 307-319

   11. Intelligent Presentation Skills Trainer Analyses Body Movement

       • Anh-Tuan Nguyen, Wei Chen, Matthias Rauterberg

       Pages 320-332

   12. Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment

       • Alberto Guillén, Luis-Javier Herrera, Francisco Liébana, Oresti Baños, Ignacio Rojas

       Pages 333-340

2. Advances in Computational Intelligence

   1. Front Matter

      Pages 341-341

      PDF

   2. Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem

      • Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof

      Pages 343-355

   3. Existence and Synthesis of Complex Hopfield Type Associative Memories

      • Garimella Rama Murthy, Moncef Gabbouj

      Pages 356-369

   4. On Acceleration of Incremental Learning in Chaotic Neural Network

      • Toshinori Deguchi, Toshiki Takahashi, Naohiro Ishii

      Pages 370-379

   5. Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process

      • Nuria Rico, Maribel García Arenas, Desirée Romero, J. M. Crespo, Pedro Castillo, J. J. Merelo

      Pages 380-390

   6. Estimating Artificial Neural Networks with Generalized Method Moments

      • Alexandre Street de Aguiar, João Marco Braga da Cunha

      Pages 391-399

   7. An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks

      • Marco Vannucci, Valentina Colla, Silvia Cateni

      Pages 400-411

   8. Conventional Prediction vs Beyond Data Range Prediction of Loss Coefficient for Quarter Circle Breakwater Using ANFIS

      • Arkal Vittal Hegde, Budime Raju

      Pages 412-421

This two-volume set LNCS 9094 and LNCS 9095 constitutes the thoroughly refereed proceedings of the 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, held in Palma de Mallorca, Spain, in June 2013. The 99 revised full papers presented together with 1 invited talk were carefully reviewed and selected from 195 submissions. The papers are organized in topical sections on brain-computer interfaces: applications and tele-services; multi-robot systems: applications and theory (MRSAT); video and image processing; transfer learning; structures, algorithms and methods in artificial intelligence; interactive and cognitive environments; mathematical and theoretical methods in fuzzy systems; pattern recognition; embedded intelligent systems; expert systems; advances in computational intelligence; and applications of computational intelligence.

• ant colony optimization
• artificial intelligence
• bio-inspired systems
• brain-computer interface
• cenetic algorithm
• clustering
• cognitive robotics
• computer vision
• computing platforms
• data mining
• distributed artificial intelligence
• evolutionary algorithms
• knowledge representation and reasoning
• machine learning
• mobile robots
• natural language
• parallel computation
• search methodologies
• social networks
• wearable sensors

• University of Granada, Granada, Spain

  Ignacio Rojas

• Department of Electronics Technology, University of Malaga, Malaga, Spain

  Gonzalo Joya

• Polytechnic University of Catalonia, Vilanova i la Geltrú, Spain

  Andreu Catala

Policies and ethics