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ORCIDCAEPIA 2016: Salamanca, Spain
- Oscar Luaces, José A. Gámez, Edurne Barrenechea, Alicia Troncoso, Mikel Galar, Héctor Quintián, Emilio Corchado:
Advances in Artificial Intelligence - 17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings. Lecture Notes in Computer Science 9868, Springer 2016, ISBN 978-3-319-44635-6
Image and Video
- Miguel A. Molina-Cabello, Ezequiel López-Rubio
, Rafael Marcos Luque Baena, Esteban J. Palomo, Enrique Domínguez:
Frame Size Reduction for Foreground Detection in Video Sequences. 3-12 - Fidel Aznar Gregori, Mar Pujol, Ramón Rizo:
Visual Navigation for UAV with Map References Using ConvNets. 13-22 - Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo:
Vessel Tree Extraction and Depth Estimation with OCT Images. 23-33
Classification
- Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura:
How to Correctly Evaluate an Automatic Bioacoustics Classification Method. 37-47 - Pedro A. Marín-Reyes, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Elena Sánchez-Nielsen:
Shot Classification and Keyframe Detection for Vision Based Speakers Diarization in Parliamentary Debates. 48-57 - Ricardo Teixeira Sousa, João Gama:
Online Multi-label Classification with Adaptive Model Rules. 58-67 - Miguel Cárdenas-Montes:
Predicting Hardness of Travelling Salesman Problem Instances. 68-78 - María Pérez-Ortiz, Pedro Antonio Gutiérrez, Mariano Carbonero-Ruz, César Hervás-Martínez:
Learning from Label Proportions via an Iterative Weighting Scheme and Discriminant Analysis. 79-88 - César Domínguez, Jónathan Heras, Eloy J. Mata, Vico Pascual:
WekaBioSimilarity - Extending Weka with Resemblance Measures. 89-98 - Manuel Campos, Antonio Gomariz, M. Balsa, María Ángeles Rol, Juan Antonio Madrid, F. J. Garcia:
Age Classification Through the Evaluation of Circadian Rhythms of Wrist Temperature. 99-109 - Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Selection of the Best Base Classifier in One-Versus-One Using Data Complexity Measures. 110-120 - Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Using Data Complexity Measures for Thresholding in Feature Selection Rankers. 121-131
Clustering
- Beatriz Sevilla Villanueva, Karina Gibert, Miquel Sànchez-Marrè:
Using CVI for Understanding Class Topology in Unsupervised Scenarios. 135-149 - Antonio M. Fernández, José F. Torres, Alicia Troncoso, Francisco Martínez-Álvarez:
Automated Spark Clusters Deployment for Big Data with Standalone Applications Integration. 150-159 - José María Luna-Romera, María del Mar Martínez-Ballesteros, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos:
An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark. 160-169
Multiagent Systems
- Pilar Arques, Fidel Aznar, Mireia Sempere:
Positioning of Geometric Formations in Swarm Robotics. 173-182 - Jesús Giráldez-Cru, Pedro Meseguer:
ABT with Clause Learning for Distributed SAT. 183-193 - Ángel Martín del Rey, J. D. Hernández Guillén, Gerardo Rodríguez Sánchez:
Modeling Malware Propagation in Wireless Sensor Networks with Individual-Based Models. 194-203
Machine Learning
- Ignacio Leguey, Concha Bielza, Pedro Larrañaga:
Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions. 207-216 - Antonio F. G. Sevilla, Alberto Fernández-Isabel, Alberto Díaz:
Enriched Semantic Graphs for Extractive Text Summarization. 217-226 - Lidia Sánchez, Héctor Quintián, Hilde Pérez, Emilio Corchado:
Optimization of MLHL-SIM and SIM Algorithm Using OpenMP. 227-236 - Yolanda E-Martín, María D. R.-Moreno, David E. Smith:
Incremental Contingency Planning for Recovering from Uncertain Outcomes. 237-247
Applications
- Bernardo Cánovas-Segura, Manuel Campos, Antonio Morales Nicolás, Jose M. Juarez, Francisco Palacios:
Clinical Decision Support Using Antimicrobial Susceptibility Test Results. 251-260 - Antonio Morales Nicolás, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez, Francisco Palacios:
Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital. 261-270 - Pablo Chamoso, Juan F. De Paz, Javier Bajo, Gabriel Villarrubia, Juan Manuel Corchado:
Predictive Analysis Tool for Energy Distribution Networks. 271-279 - Carlos L. Quintero-Araujo, Aljoscha Gruler, Angel A. Juan:
Quantifying Potential Benefits of Horizontal Cooperation in Urban Transportation Under Uncertainty: A Simheuristic Approach. 280-289 - Pedro López-García, Eneko Osaba, Enrique Onieva, Antonio D. Masegosa, Asier Perallos:
Short-Term Traffic Congestion Forecasting Using Hybrid Metaheuristics and Rule-Based Methods: A Comparative Study. 290-299 - Manuel Dorado-Moreno, Antonio Manuel Durán-Rosal, David Guijo-Rubio, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines. 300-309 - Yuviny Echevarría, Luciano Sánchez, Cecilio Blanco Viejo:
Genetic Fuzzy Modelling of Li-Ion Batteries Through a Combination of Theta-DEA and Knowledge-Based Preference Ordering. 310-320 - Enrique Alba, Andrés Camero:
Using Evolutionary Algorithms to Find the Melody of a Musical Piece. 321-330 - Alba Agustín, Aljoscha Gruler, Jésica de Armas, Angel A. Juan:
Optimizing Airline Crew Scheduling Using Biased Randomization: A Case Study. 331-340 - Jesús Sánchez-Oro, Abraham Duarte, Sancho Salcedo-Sanz:
Estimating the Spanish Energy Demand Using Variable Neighborhood Search. 341-350
Evolutionary and Genetic Algorithms
- Óscar Gómez, Óscar Ibáñez, Oscar Cordón:
Evolutionary Image Registration in Craniofacial Superimposition: Modeling and Incorporating Expert Knowledge. 353-362 - Alejandro Martín, Héctor D. Menéndez, David Camacho:
Studying the Influence of Static API Calls for Hiding Malware. 363-372 - Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Sancho Salcedo-Sanz:
Feature Selection with a Grouping Genetic Algorithm - Extreme Learning Machine Approach for Wind Power Prediction. 373-382 - Christian Cintrano, Enrique Alba:
Genetic Algorithms Running into Portable Devices: A First Approach. 383-393
Metaheuristics
- Joaquín Bautista, Rocío Alfaro Pozo, Cristina Batalla García:
GRASP for Minimizing the Ergonomic Risk Range in Mixed-Model Assembly Lines. 397-407 - Laura Calvet, Adela Pagès-Bernaus, Oriol Travesset-Baro, Angel A. Juan:
A Simheuristic for the Heterogeneous Site-Dependent Asymmetric VRP with Stochastic Demands. 408-417 - Antonio Manuel Durán-Rosal, Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez:
On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm. 418-427 - Airam Expósito, Julio Brito, José Andrés Moreno-Pérez:
A Heuristic-Biased GRASP for the Team Orienteering Problem. 428-437
Optimization
- Josu Ceberio, Alexander Mendiburu, José Antonio Lozano:
A Note on the Boltzmann Distribution and the Linear Ordering Problem. 441-446 - Carlos Alberto Cobos Lozada, Hernán Dulcey, Johny Ortega, Martha Mendoza, Armando Ordóñez:
A Binary Fisherman Search Procedure for the 0/1 Knapsack Problem. 447-457 - Leticia Hernando, Alexander Mendiburu, José Antonio Lozano:
Estimating Attraction Basin Sizes. 458-467 - Carlos Alberto Cobos Lozada, Cristian Erazo, Julio Luna, Martha Mendoza, Carlos Gaviria, Cristian Arteaga, Alexander Paz:
Multi-objective Memetic Algorithm Based on NSGA-II and Simulated Annealing for Calibrating CORSIM Micro-Simulation Models of Vehicular Traffic Flow. 468-476
Fuzzy Logic: Foundations and Applications
- José Carlos R. Alcantud:
Fuzzy Soft Set Decision Making Algorithms: Some Clarifications and Reinterpretations. 479-488 - José Luis González Sánchez, Ramón González del Campo, Luis Garmendia:
Some New Measures of k-Specificity. 489-497 - Soma Dutta, Francesc Esteva, Lluís Godo:
On a Three-Valued Logic to Reason with Prototypes and Counterexamples and a Similarity-Based Generalization. 498-508
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