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14. IWANN 2017: Cadiz, Spain - Part II
- Ignacio Rojas, Gonzalo Joya, Andreu Català:
Advances in Computational Intelligence - 14th International Work-Conference on Artificial Neural Networks, IWANN 2017, Cadiz, Spain, June 14-16, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10306, Springer 2017, ISBN 978-3-319-59146-9
Computational Intelligence Tools and Techniques for Biomedical Applications
- Francisco J. Veredas
, Francisco R. Cantón
Prediction of Protein Oxidation Sites. 3-14 - Auxiliadora Sarmiento
Neuronal Texture Analysis in Murine Model of Down's Syndrome. 15-25 - Michel Velázquez-Mariño, Miguel A. Atencia Ruiz
Architecture for Neurological Coordination Tests Implementation. 26-37 - Stefan Postavaru, Ruxandra Stoean, Catalin Stoean
Adaptation of Deep Convolutional Neural Networks for Cancer Grading from Histopathological Images. 38-49 - Daniel Urda
Deep Learning to Analyze RNA-Seq Gene Expression Data. 50-59
Assistive Rehabilitation Technology
- Mario Lozano-Lozano
Designing BENECA m-Health APP, A Mobile Health Application to Monitor Diet and Physical Activity in Cancer Survivors. 63-70 - Carlos Bailon
Automatic 2D Motion Capture System for Joint Angle Measurement. 71-81 - Manuel Martín Ortiz, Min-Gyu Kim, Emilia I. Barakova
Mobile Application for Executing Therapies with Robots. 82-92
Computational Intelligence Methods for Time Series
- Andriana S. L. O. Campanharo, Erwin Doescher, Fernando Manuel Ramos:
Automated EEG Signals Analysis Using Quantile Graphs. 95-103 - Wael Alkhatib, Alaa Alhamoud
Hybrid Models for Short-Term Load Forecasting Using Clustering and Time Series. 104-115 - Heider Sanchez, Benjamin Bustos
Multi-resolution Time Series Discord Discovery. 116-128 - József Dombi, Tamás Jónás, Zsuzsanna Eszter Tóth:
A Pliant Arithmetic-Based Fuzzy Time Series Model. 129-141 - Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar
Robust Clustering for Time Series Using Spectral Densities and Functional Data Analysis. 142-153 - Abel Rubio-Manzano
Introducing a Fuzzy-Pattern Operator in Fuzzy Time Series. 154-164 - Antonio Galicia, José F. Torres
Scalable Forecasting Techniques Applied to Big Electricity Time Series. 165-175 - Luis Fábregues, Argimiro Arratia
Forecasting Financial Time Series with Multiple Kernel Learning. 176-187 - Fernanda Carneiro Rola Servián, Julio Cesar de Oliveira:
Spatial-Temporal Analysis for Noise Reduction in NDVI Time Series. 188-197 - Julien Alerini, Marie Cottrell, Madalina Olteanu:
Hidden-Markov Models for Time Series of Continuous Proportions with Excess Zeros. 198-209 - Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis:
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. 210-221
Machine Learning Applied to Vision and Robotics
- Miguel A. Molina-Cabello, Rafael Marcos Luque Baena
Vehicle Classification in Traffic Environments Using the Growing Neural Gas. 225-234 - Alex Dominguez-Sanchez, Sergio Orts-Escolano, Miguel Cazorla
Recognizing Pedestrian Direction Using Convolutional Neural Networks. 235-245 - Rafal Zdunek, Tomasz Sadowski:
XRAY Algorithm for Separable Nonnegative Tensor Factorization. 246-256 - Francisco M. Castro, Manuel J. Marín-Jiménez
Automatic Learning of Gait Signatures for People Identification. 257-270 - Ricardo Tapiador-Morales, Antonio Rios-Navarro
Comprehensive Evaluation of OpenCL-Based CNN Implementations for FPGAs. 271-282 - Mauricio Zamora, Eldon Caldwell
Machine Learning Improves Human-Robot Interaction in Productive Environments: A Review. 283-293 - Luis Felipe Borja-Borja, Marcelo Saval-Calvo
Machine Learning Methods from Group to Crowd Behaviour Analysis. 294-305 - Esteban José Palomo
Unsupervised Color Quantization with the Growing Neural Forest. 306-316 - Victor Villena-Martinez, Andrés Fuster Guilló
3D Body Registration from RGB-D Data with Unconstrained Movements and Single Sensor. 317-329
Human Activity Recognition for Health and Well-being Applications
- Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català
Posture Transitions Identification Based on a Triaxial Accelerometer and a Barometer Sensor. 333-343 - Julià Camps
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson's Disease Based on Accelerometers. 344-355 - Kadian Davis, Evans Owusu, Geert van den Boomen, Henk Apeldoorn, Lucio Marcenaro, Carlo S. Regazzoni
Presenting a Real-Time Activity-Based Bidirectional Framework for Improving Social Connectedness. 356-367
Software Testing and Intelligent Systems
- Pablo C. Cañizares
Using Ants to Fight Wildfire. 371-380 - Pedro Delgado-Pérez
Using Evolutionary Computation to Improve Mutation Testing. 381-391 - Ramin M. Hasani
Towards Deterministic and Stochastic Computations with the Izhikevich Spiking-Neuron Model. 392-402 - Juan Boubeta-Puig
A Formal Framework to Specify and Test Systems with Fuzzy-Time Information. 403-414 - Gregorio Díaz
Intelligent Transportation System to Control Air Pollution in Cities Using Complex Event Processing and Colored Petri Nets. 415-426 - Fernando López Pelayo
Heuristics for ROSA's LTS Searching. 427-437
Real World applications of BCI Systems
- Felix Gembler, Piotr Stawicki
Suitable Number of Visual Stimuli for SSVEP-Based BCI Spelling Applications. 441-452 - Víctor Martínez-Cagigal
A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection. 453-463 - Liliana García, Ricardo Ron-Angevin
A Comparison of a Brain-Computer Interface and an Eye Tracker: Is There a More Appropriate Technology for Controlling a Virtual Keyboard in an ALS Patient? 464-473 - Abdul Saboor
SSVEP-Based BCI in a Smart Home Scenario. 474-485 - Vinicio Changoluisa
How to Reduce Classification Error in ERP-Based BCI: Maximum Relative Areas as a Feature for P300 Detection. 486-497
Machine Learning in Imbalanced Domains
- David Díaz-Vico
Deep Fisher Discriminant Analysis. 501-512 - Francisco Javier Maestre-García, Carlos García-Martínez
An Iterated Greedy Algorithm for Improving the Generation of Synthetic Patterns in Imbalanced Learning. 513-524 - María Pérez-Ortiz
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation. 525-537 - Ricardo P. M. Cruz
Combining Ranking with Traditional Methods for Ordinal Class Imbalance. 538-548 - Ricardo P. M. Cruz
Constraining Type II Error: Building Intentionally Biased Classifiers. 549-560
Surveillance and Rescue Systems and Algorithms for Unmanned Aerial Vehicles
- Wilbert G. Aguilar, Marco A. Luna
Pedestrian Detection for UAVs Using Cascade Classifiers and Saliency Maps. 563-574 - Wilbert G. Aguilar, Verónica P. Casaliglla, José L. Pólit, Vanessa Abad, Hugo Ruiz:
Obstacle Avoidance for Flight Safety on Unmanned Aerial Vehicles. 575-584 - Wilbert G. Aguilar, Stephanie Morales
RRT* GL Based Optimal Path Planning for Real-Time Navigation of UAVs. 585-595 - Wilbert G. Aguilar, Guillermo A. Rodríguez, Leandro Álvarez, Sebastián Sandoval, Fernando Quisaguano, Alex Limaico:
Visual SLAM with a RGB-D Camera on a Quadrotor UAV Using on-Board Processing. 596-606
End-User Development for Social Robotics
- Hoang-Long Cao
An End-User Interface to Generate Homeostatic Behavior for NAO Robot in Robot-Assisted Social Therapies. 609-619 - Igor Zubrycki
Graphical Programming Interface for Enabling Non-technical Professionals to Program Robots and Internet-of-Things Devices. 620-631 - Jose Manuel Peula, Joaquín Ballesteros
Biomimetic Navigation Using CBR. 632-643 - Hossam Fraihat, Kurosh Madani, Christophe Sabourin
A Pseudo-3D Vision-Based Dual Approach for Machine-Awareness in Indoor Environment Combining Multi-resolution Visual Information. 644-654
Artificial Intelligence and Games
- Cindy Even, Anne-Gwenn Bosser, Cédric Buche:
Analysis of the Protocols Used to Assess Virtual Players in Multi-player Computer Games. 657-668 - Pablo Delatorre
The Long Path of Frustration: A Case Study with Dead by Daylight. 669-680 - Antonio Miguel Mora, Álvaro Gutiérrez-Rodríguez, Antonio José Fernández Leiva
Optimising Humanness: Designing the Best Human-Like Bot for Unreal Tournament 2004. 681-693 - Ismael Sagredo-Olivenza, Pedro Pablo Gómez-Martín, Marco Antonio Gómez-Martín, Pedro Antonio González-Calero:
Combining Neural Networks for Controlling Non-player Characters in Games. 694-705
Supervised, Non-supervised, Reinforcement and Statistical Algorithms
- Ignacio Diaz Reyes, Miguel Damas
A Classification System to Assess Low Back Muscle Endurance and Activity Using mHealth Technologies. 709-721 - Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo:
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection. 722-733 - Jesús Prada, José Ramón Dorronsoro:
General Noise SVRs and Uncertainty Intervals. 734-746 - Jan Hula
Towards Visual Training Set Generation Framework. 747-758
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