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IWANN 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 II. Lecture Notes in Computer Science 9095, Springer 2015, ISBN 978-3-319-19221-5
Pattern Recognition
- Tomasz Latkowski
Developing Gene Classifier System for Autism Recognition. 3-14 - Verónica Bolón-Canedo, Noelia Sánchez-Maroño
A Distributed Feature Selection Approach Based on a Complexity Measure. 15-28 - Borja Seijo-Pardo, Verónica Bolón-Canedo, Iago Porto-Díaz, Amparo Alonso-Betanzos
Ensemble Feature Selection for Rankings of Features. 29-42 - Sara Nasiri, Johannes Zenkert
A Medical Case-Based Reasoning Approach Using Image Classification and Text Information for Recommendation. 43-55 - Roberto Becerra-García, Rodolfo García-Bermúdez
Non Spontaneous Saccadic Movements Identification in Clinical Electrooculography Using Machine Learning. 56-68 - Antonio Manuel Durán-Rosal
Applying a Hybrid Algorithm to the Segmentation of the Spanish Stock Market Index Time Series. 69-79 - Manuel Dorado-Moreno
Nonlinear Ordinal Logistic Regression Using Covariates Obtained by Radial Basis Function Neural Networks Models. 80-91 - Pedro Antonio Gutiérrez
Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model. 92-102 - Beatriz Remeseiro
Automatic Eye Blink Detection Using Consumer Web Cameras. 103-114 - Joan Pastor-Pellicer, Salvador España Boquera, Francisco Zamora-Martínez, Muhammad Zeshan Afzal, María José Castro Bleda:
Insights on the Use of Convolutional Neural Networks for Document Image Binarization. 115-126 - Danilo Avilar Silva, Ajalmar Rêgo Rocha Neto:
A Genetic Algorithms-Based LSSVM Classifier for Fixed-Size Set of Support Vectors. 127-141 - Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes, Amauri Holanda Souza Júnior:
Ensemble of Minimal Learning Machines for Pattern Classification. 142-152 - Emil Eirola
Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models. 153-164 - Luis Javier Herrera, Alberto Guillén
Modeling the EUR/USD Index Using LS-SVM and Performing Variable Selection. 165-172
Embedded intelligent systems
- Pablo Martínez-Cañada
Modeling Retina Adaptation with Multiobjective Parameter Fitting. 175-184 - Miquel L. Alomar, Vincent Canals, Víctor Martínez-Moll, José Luis Rosselló:
Stochastic-Based Implementation of Reservoir Computers. 185-196 - Francisco Ortega-Zamorano
FPGA Implementation Comparison Between C-Mantec and Back-Propagation Neural Network Algorithms. 197-208
Expert Systems
- José Neves
Logic Programming and Artificial Neural Networks in Breast Cancer Detection. 211-224 - Mohammad Amin Jarrahi
An ANFIS-Based Fault Classification Approach in Double-Circuit Transmission Line Using Current Samples. 225-236 - Silvia Curteanu, Elena Niculina Dragoi
Evolutionary Hybrid Configuration Applied to a Polymerization Process Modelling. 237-249 - Victoria Plaza
Multi-layer Perceptrons for Voxel-Based Classification of Point Clouds from Natural Environments. 250-261 - Michael M. Li
An Improved RBF Neural Network Approach to Nonlinear Curve Fitting. 262-275 - Guido Bologna, Yoichi Hayashi:
QSVM: A Support Vector Machine for Rule Extraction. 276-289 - Oresti Baños
Multiwindow Fusion for Wearable Activity Recognition. 290-297 - Claudia Villalonga
Ontological Sensor Selection for Wearable Activity Recognition. 298-306 - Nicolas Perez-Mora
Short-Term Spanish Aggregated Solar Energy Forecast. 307-319 - Anh-Tuan Nguyen, Wei Chen, Matthias Rauterberg
Intelligent Presentation Skills Trainer Analyses Body Movement. 320-332 - Alberto Guillén
Performing Variable Selection by Multiobjective Criterion: An Application to Mobile Payment. 333-340
Advances in Computational Intelligence
- Gonzalo Nápoles
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. 343-355 - Garimella Rama Murthy, Moncef Gabbouj
Existence and Synthesis of Complex Hopfield Type Associative Memories. 356-369 - Toshinori Deguchi, Toshiki Takahashi, Naohiro Ishii:
On Acceleration of Incremental Learning in Chaotic Neural Network. 370-379 - Nuria Rico
Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process. 380-390 - Alexandre Street de Aguiar, João Marco Braga da Cunha:
Estimating Artificial Neural Networks with Generalized Method Moments. 391-399 - Marco Vannucci
An Hybrid Ensemble Method Based on Data Clustering and Weak Learners Reliabilities Estimated Through Neural Networks. 400-411 - Arkal Vittal Hegde
Conventional Prediction vs Beyond Data Range Prediction of Loss Coefficient for Quarter Circle Breakwater Using ANFIS. 412-421 - José Daniel A. Santos, César Lincoln C. Mattos, Guilherme A. Barreto
Performance Evaluation of Least Squares SVR in Robust Dynamical System Identification. 422-435 - Manuel González Hidalgo
On the Generalization of the Uninorm Morphological Gradient. 436-449 - Laura Lopez-Fuentes
Revisiting Image Vignetting Correction by Constrained Minimization of Log-Intensity Entropy. 450-463 - Kaushala Dias, Terry Windeatt
Hybrid Dynamic Learning Systems for Regression. 464-476 - José Barahona da Fonseca:
A Novel Algorithm to Train Multilayer Hardlimit Neural Networks Based on a Mixed Integer Linear Program Model. 477-487 - Rafael Corchuelo
On Member Labelling in Social Networks. 488-499
Applications of Computational Intelligence
- Sidolina P. Santos, Juan Antonio Gómez Pulido
Deconvolution of X-ray Diffraction Profiles Using Genetic Algorithms and Differential Evolution. 503-514 - Brayan S. Reyes Daza, Octavio J. Salcedo Parra:
Using ANN in Financial Markets Micro-Structure Analysis. 515-523 - Michel Velázquez-Mariño, Miguel A. Atencia Ruiz
Cluster Analysis of Finger-to-nose Test for Spinocerebellar Ataxia Assessment. 524-535 - Mohamed Elleuch
Exploiting Neuro-Fuzzy System for Mobility Prediction in Wireless Ad-Hoc Networks. 536-548 - Andrii Shalaginov, Katrin Franke:
A New Method for an Optimal SOM Size Determination in Neuro-Fuzzy for the Digital Forensics Applications. 549-563 - Jesús Prada, José Ramón Dorronsoro:
SVRs and Uncertainty Estimates in Wind Energy Prediction. 564-577 - Nicolas Bourgeois, Marie Cottrell, Stéphane Lamassé, Madalina Olteanu:
Search for Meaning Through the Study of Co-occurrences in Texts. 578-591 - Rodolfo García-Bermúdez
Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic Records. 592-600 - Joan Pastor-Pellicer, María José Castro Bleda, Jose Luis Adelantado-Torres:
esCam: A Mobile Application to Capture and Enhance Text Images. 601-604 - Salvador Sancha-Ros, Esther García-Garaluz:
Computer Access and Alternative and Augmentative Communication (AAC) for People with Disabilities: a Multi-Modal Hardware and Software Solution. 605-610
Invited Talks to IWANN 2015
- Cristina Urdiales García:
The Shared Control Paradigm for Assistive and Rehabilitation Robots. 613-616
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