Libros

Co-words Analysis of the Last Ten Years of the Fuzzy Decision Making Research Area
AUTHORS: Manuel Jesús Cobo

Advances in Intelligent Systems and Computing

Datil: Learning fuzzy ontology datatypes

Communications in Computer and Information Science

Fuzzy MCDA without defuzzification based on fuzzy rank acceptability analysis
AUTHORS: Yatsalo, B.; Martinez, L.

Advances in Intelligent Systems and Computing

Generating Recommendations in GDM with an Allocation of Information Granularity
AUTHORS: Enrique Herrera-Viedma

Advances in Intelligent Systems and Computing

Learning from Imbalanced Data Sets
Learning planning action models with numerical information and logic relationships using classification techniques
AUTHORS: Segura-Muros, J.Á.; Pérez, R.; Fernández-Olivares, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Mono-modal medical image registration with coral reef optimization
AUTHORS: Bermejo, E.; Chica, M.; Damas, S.; Salcedo-Sanz, S.; Cordón, O.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

New application of 3D VFH descriptors in archaeological categorization: A case study

Advances in Intelligent Systems and Computing

Predicting physical activity and functional fitness levels through inertial signals and EMD-based features in older adults

Frontiers in Artificial Intelligence and Applications

Preface

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Using bibliometrics and fuzzy linguistic modeling to deal with cold start in recommender systems for digital libraries

Advances in Intelligent Systems and Computing

Using Group Decision Making Methods to Extract Experts Knowledge
AUTHORS: Enrique Herrera-Viedma

Advances in Intelligent Systems and Computing

Using inductive rule learning techniques to learn planning domains
AUTHORS: Segura-Muros, J.Á.; Pérez, R.; Fernández-Olivares, J.

Communications in Computer and Information Science

Using information extracted from microblogs in order to palliate the cold start problem in recommender systems

Frontiers in Artificial Intelligence and Applications

Using the AHP model to improve the measurement of satisfaction in the ICT sector

Frontiers in Artificial Intelligence and Applications

A 3D convolutional neural network approach for the diagnosis of Parkinson’s disease

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A holistic domain knowledge discovery and recommendation system for collaborative wikis

Frontiers in Artificial Intelligence and Applications

A parallel island approach to multiobjective feature selection for brain-computer interfaces

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A recommender system for supporting students in programming online judges
AUTHORS: Yera, R.; Rodríguez, R.M.; Castro, J.; Martínez, L.

Smart Innovation, Systems and Technologies

A SEIS model for propagation of random jamming attacks in wireless sensor networks

Advances in Intelligent Systems and Computing

A study on the noise label influence in boosting algorithms: Adaboost, GBM and XGBoost
AUTHORS: Gómez-Ríos, A.; Luengo, J.; Herrera, F.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

An iterated greedy algorithm for improving the generation of synthetic patterns in imbalanced learning

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Analysing concentrating photovoltaics technology through the use of emerging pattern mining

Advances in Intelligent Systems and Computing

Assisting the diagnosis of neurodegenerative disorders using principal component analysis and tensorflow
AUTHORS: Segovia, F.; García-Pérez, M.; Górriz, J.M.; Ramírez, J.; Martínez-Murcia, F.J.

Advances in Intelligent Systems and Computing

Data Analytics and Decision Support in Cybersecurity
AUTHORS: Ivan Palomares Carrascosa; Harsha Kalutarage; Yan Huang

Data Analytics

Deep belief networks and multiobjective feature selection for BCI with multiresolution analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Estimating energy consumption in evolutionary algorithms by means of FRBS: Towards energy-aware bioinspired algorithms
AUTHORS: Díaz Álvarez, J.; Chávez de La O, F.; García Martínez, J.Á.; Castillo Valdivieso, P.Á.; de Vega, F.F.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Finding self-organized criticality in collaborative work via repository mining
AUTHORS: Merelo, J.J.; Castillo, P.A.; García-Valdez, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Fuzzy fog computing: A linguistic approach for knowledge inference in wearable devices
AUTHORS: Medina, J.; Espinilla, M.; Zafra, D.; Martínez, L.; Nugent, C.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Impact of protests in the number of smart devices in streets: A new approach to analyze protesters behavior
AUTHORS: Fernández-Ares, A.; Garcia-Arenas, M.; Castillo, P.A.; Merelo, J.J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Improving activity classification using ontologies to expand features in smart environments
AUTHORS: Salguero, A.; Espinilla, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

In-field assessment of grapevine water status using a portable NIR spectrophotometer
AUTHORS: Fernández-Novales, J.; Gutiérrez, S.; Tardaguila, J.; Millan, B.; Diago, M.P.

Acta Horticulturae

Learning longitudinal MRI patterns by SICE and deep learning: Assessing the Alzheimer’s disease progression
AUTHORS: Ortiz, A.; Munilla, J.; Martínez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.

Communications in Computer and Information Science

Mapping Ash CaCO3, pH, and Extractable Elements Using Principal Component Analysis

Soil Mapping and Process Modeling for Sustainable Land Use Management

Memetic algorithms for the automatic discovery of software architectures

Advances in Intelligent Systems and Computing

Mining perfectly rare itemsets on big data: An approach based on apriori-inverse and mapreduce
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.

Advances in Intelligent Systems and Computing

On the impact of imbalanced data in convolutional neural networks performance

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

On the need of opening the big data landscape to everyone: Challenges and new trends

Digital Marketplaces Unleashed

PET image classification using HHT-based features through fractal sampling
AUTHORS: Ortiz, A.; Lozano, F.; Peinado, A.; Garía-Tarifa, M.J.; Górriz, J.M.; Ramírez, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Preliminary study on unilateral sensorineural hearing loss identification via dual-tree complex wavelet transform and multinomial logistic regression
AUTHORS: Wang, S.; Zhang, Y.; Yang, M.; Liu, B.; Ramirez, J.; Gorriz, J.M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Ranking programming languages for evolutionary algorithm operations
AUTHORS: Merelo-Guervós, J.-J.; Blancas-Álvarez, I.; Castillo, P.A.; Romero, G.; García-Sánchez, P.; Rivas, V.M.; García-Valdez, M.; Hernández-Ásguila, A.; Román, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A cross-platform assessment of energy consumption in evolutionary algorithms towards energy-aware bioinspired algorithms
AUTHORS: Fernández de Vega, F.; Chávez, F.; Díaz, J.; García, J.A.; Castillo, P.A.; Merelo, J.J.; Cotta, C.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A data structure to speed-up machine learning algorithms on massive datasets
AUTHORS: Padillo, F.; Luna, J.M.; Cano, A.; Ventura, S.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A first study on the use of boosting for class noise reparation
AUTHORS: Álvarez, P.M.; Luengo, J.; Herrera, F.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A new scalable approach for distributed metadata in HPC

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A two-stage online approach for collaborative multi-agent planning under uncertainty
AUTHORS: Palomares, I.; Bauters, K.; Liu, W.; Hong, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A web system for managing and monitoring smart environments
AUTHORS: Zafra, D.; Medina, J.; Martinez, L.; Nugent, C.; Espinilla, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

A wrapper evolutionary approach for supervised multivariate discretization: A case study on decision trees
AUTHORS: Ramírez-Gallego, S.; García, S.; Benítez, J.M.; Herrera, F.

Advances in Intelligent Systems and Computing

Addressing high dimensional multi-objective optimization problems by coevolutionary Islands with overlapping search spaces
AUTHORS: García-Sánchez, P.; Ortega, J.; González, J.; Castillo, P.A.; Merelo, J.J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

An energy-based prognostic framework to predict evolution of damage in composite materials
AUTHORS: Chiachío, M.; Chiachío, J.; Saxena, A.; Goebel, K.

Structural Health Monitoring (SHM) in Aerospace Structures