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ORCIDIWANN 2015: Palma de Mallorca, Spain
- Ignacio Rojas, Gonzalo Joya Caparrós, Andreu Català
:
Advances in Computational Intelligence - 13th International Work-Conference on Artificial Neural Networks, IWANN 2015, Palma de Mallorca, Spain, June 10-12, 2015. Proceedings, Part I. Lecture Notes in Computer Science 9094, Springer 2015, ISBN 978-3-319-19257-4
Computing Languages with Bio-Inspired Devices and Multi-Agent Systems
- Leonor Becerra-Bonache, María Dolores Jiménez-López:
A Grammatical Inference Model for Measuring Language Complexity. 3-17 - Leonor Becerra-Bonache, María Galván, François Jacquenet:
A Proposal for Contextual Grammatical Inference. 18-28 - José-Ramón Sánchez-Couso, Sandra Gómez Canaval, David Batard Lorenzo:
How to Search Optimal Solutions in Big Spaces with Networks of Bio-Inspired Processors. 29-39 - Sandra Gómez Canaval, Alfonso Ortega de la Puente, Pablo Orgaz González:
Distributed Simulation of NEPs Based On-Demand Cloud Elastic Computation. 40-54 - Karina Jiménez, Antonio Jiménez, Marina de la Cruz, Sandra Gómez Canaval:
How Nets of Evolutionary Processors (NEPs) Could be Simulated in a Distributed Way. 55-68
Brain-Computer Interfaces: Applications and Tele-services
- Felix Gembler, Piotr Stawicki, Ivan Volosyak:
A Comparison of SSVEP-Based BCI-Performance Between Different Age Groups. 71-77 - Leandro da Silva-Sauer, Luis Valero-Aguayo, Francisco Velasco-Álvarez, Sergio Varona-Moya, Ricardo Ron-Angevin:
Training in Realistic Virtual Environments: Impact on User Performance in a Motor Imagery-Based Brain-Computer Interface. 78-88 - José Miguel Morales, Leandro Luigi Di Stasi, Carolina Díaz-Piedra, Christian A. Morillas, Samuel F. Romero:
Real-Time Monitoring of Biomedical Signals to Improve Road Safety. 89-97 - Liliana García, Véronique Lespinet-Najib, Sarah Saioud, Victor Meistermann, Samuel Renaud, Jaime Diaz Pineda, Jean-Marc André, Ricardo Ron-Angevin:
Brain-Computer Interface: Usability Evaluation of Different P300 Speller Configurations: A Preliminary Study. 98-109 - Chris P. Brennan, Paul J. McCullagh, Gaye Lightbody, Leo Galway, Diana Feuser, José Luis González, Suzanne Martin:
Accessing Tele-Services Using a Hybrid BCI Approach. 110-123 - Miguel Angel Lopez-Gordo, Ricardo Ron-Angevin, Francisco José Pelayo Valle:
Authentication of Brain-Computer Interface Users in Network Applications. 124-132 - Pedro Martín-Smith, Julio Ortega Lopera, Javier Asensio-Cubero, John Q. Gan, Andrés Ortiz:
A Label-Aided Filter Method for Multi-objective Feature Selection in EEG Classification for BCI. 133-144
Multi-Robot Systems: Applications and Theory (MRSAT)
- José Guerrero, Óscar Valero, Gabriel Oliver:
A First Step Toward a Possibilistic Swarm Multi-robot Task Allocation. 147-158 - Ignacio Herrero, Cristina Urdiales, Jose Manuel Peula, Francisco Sandoval:
A Bottom-up Robot Architecture Based on Learnt Behaviors Driven Design. 159-170 - Viachaslau Kachurka, Kurosh Madani, Christophe Sabourin, Vladimir A. Golovko:
From Human Eye Fixation to Human-like Autonomous Artificial Vision. 171-184 - Manuel Fernández-Carmona, Jose Manuel Peula, Cristina Urdiales, Francisco Sandoval:
Towards a Shared Control Navigation Function: Efficiency Based Command Modulation. 185-198 - Thomas Schöpping, Timo Korthals, Stefan Herbrechtsmeier, Ulrich Rückert:
AMiRo: A Mini Robot for Scientific Applications. 199-205
Video and Image Processing
- Ezequiel López-Rubio, Esteban José Palomo, Rafael Marcos Luque Baena, Enrique Domínguez:
Visualization of Complex Datasets with the Self-Organizing Spanning Tree. 209-217 - Angel J. Rico-Diaz, Alvaro Rodríguez, Daniel Villares, Juan R. Rabuñal, Jerónimo Puertas, Luís Peña:
A Detection System for Vertical Slot Fishways Using Laser Technology and Computer Vision Techniques. 218-226 - Hsin-Chia Fu, L. X. Zheng, Jingbo B. Wang, Hsiao-Tien Pao:
Interactive Relevance Visual Learning for Image Retrieval. 227-240 - Gholam Ali Montazer, Davar Giveki, Mohammad Ali Soltanshahi:
Scene Classification Based on Local Binary Pattern and Improved Bag of Visual Words. 241-251 - María Pérez-Ortiz, Pedro Antonio Gutiérrez, José Manuel Peñá-Barragán, Jorge Torres-Sánchez, César Hervás-Martínez, Francisca López-Granados:
An Experimental Comparison for the Identification of Weeds in Sunflower Crops via Unmanned Aerial Vehicles and Object-Based Analysis. 252-262 - Luisa Sánchez Brea, Noelia Barreira, Hugo Pena-Verdeal, Eva Yebra-Pimentel:
A Novel Framework for Hyperemia Grading Based on Artificial Neural Networks. 263-275 - Antonio Martí Campoy, Otoniel López, Francisco Rodríguez-Ballester, Manuel P. Malumbres:
Applying a Genetic Algorithm Solution to Improve Compression of Wavelet Coefficient Sign. 276-286 - Alexander V. Goltsev, Vladimir Gritsenko, Ernst M. Kussul, Tatiana Baidyk:
Finding the Texture Features Characterizing the Most Homogeneous Texture Segment in the Image. 287-300 - José María González-Linares, Nicolás Guil, Julián Ramos Cózar:
Robust Tracking for Augmented Reality. 301-308 - Francisco Barranco, Cornelia Fermüller, Yiannis Aloimonos:
Bio-inspired Motion Estimation with Event-Driven Sensors. 309-321
Transfer Learning
- Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes:
Domain Generalization Based on Transfer Component Analysis. 325-334 - Chetak Kandaswamy, Luís M. Silva, Luís A. Alexandre, Jorge M. Santos:
Deep Transfer Learning Ensemble for Classification. 335-348 - Pablo del Saz-Orozco, Javier Fernández de Cañete, R. Alba:
Development of a Power Output Forecasting Tool for Wind Farms Based in Principal Components and Artificial Neural Networks. 349-360 - María Dolores Pérez-Godoy, Antonio Jesús Rivera, Francisco Charte, María José del Jesus:
CO ^2 RBFN-CS: First Approach Introducing Cost-Sensitivity in the Cooperative-Competitive RBFN Design. 361-373 - Ricardo Gamelas Sousa, Tiago Esteves, Sara Rocha, Francisco Figueiredo, Joaquim Marques de Sá, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva:
Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging. 374-384
Structures, Algorithms and Methods in Artificial Intelligence
- Souhila Sadeg, Leila Hamdad, Karima Benatchba, Zineb Habbas:
BSO-FS: Bee Swarm Optimization for Feature Selection in Classification. 387-399 - Xiaoran Jiang, Max Raphael Sobroza Marques, Pierre-Julien Kirsch, Claude Berrou:
Improved Retrieval for Challenging Scenarios in Clique-Based Neural Networks. 400-414 - Daniela Danciu, Vladimir Rasvan:
On Structures with Emergent Computing Properties. A Connectionist versus Control Engineering Approach. 415-429 - David Díaz, Alberto Torres, José R. Dorronsoro:
Deep Neural Networks for Wind Energy Prediction. 430-443 - Ruxandra Stoean, Catalin Stoean, Adrian Sandita, Daniela Ciobanu, Cristian Mesina:
Ensemble of Classifiers for Length of Stay Prediction in Colorectal Cancer. 444-457
Interactive and Cognitive Environments
- Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero:
Monitoring Motor Fluctuations in Parkinson's Disease Using a Waist-Worn Inertial Sensor. 461-474 - Juan Sebastian Olier, Carlo S. Regazzoni, Lucio Marcenaro, Matthias Rauterberg:
Convolutional Neural Networks for Detecting and Mapping Crowds in First Person Vision Applications. 475-485 - Veranika Lim, Mathias Funk, Matthias Rauterberg, Lucio Marcenaro, Carlo S. Regazzoni:
E-COmate: What's Your Non-consumption? 486-499
Mathematical and Theoretical Methods in Fuzzy Systems
- Gholam Ali Montazer, Mohammad Ali Soltanshahi, Davar Giveki:
Extended Bag of Visual Words for Face Detection. 503-510 - Pedro J. Morcillo, Ginés Moreno:
Improving Multi-adjoint Logic Programs by Unfolding Fuzzy Connective Definitions. 511-524 - Hamid Ahangarbahan, Gholam Ali Montazer:
A Mixed Fuzzy Similarity Approach to Detect Plagiarism in Persian Texts. 525-534 - Piotr Witczak, Marcin Mrugalski, Krzysztof Patan, Marcin Witczak:
A Neural-Network-Based Robust Observer for Simultaneous Unknown Input Decoupling and Fault Estimation. 535-548 - Begum Mutlu, Ebru Akcapinar Sezer, Hakan Ahmet Nefeslioglu:
Consequences of Structural Differences Between Hierarchical Systems While Fuzzy Inference. 549-560 - Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima:
SIRMs Fuzzy Inference Model with Linear Transformation of Input Variables and Universal Approximation. 561-575 - Ruben Araújo, Mêuser J. S. Valença, Sérgio Fernandes:
A New Approach of Fuzzy Neural Networks in Monthly Forecast of Water Flow. 576-586 - Elena Mielcová:
Ordering Relations Over Intuitionistic Fuzzy Quantities. 587-596 - Vicenç Torra:
On Fuzzy c -Means and Membership Based Clustering. 597-607
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