A first approach on big data missing values imputation
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
- 2019
- conference-paper
A first approach on big data missing values imputation
AUTHORS: Montesdeoca, B.; Luengo, J.; Maillo, J.; García-Gil, D.; García, S.; Herrera, F.
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
- 2019
- conference-paper
A first approach on big data missing values imputation
AUTHORS: Montesdeoca, B.; Luengo, J.; Maillo, J.; García-Gil, D.; García, S.; Herrera, F.
IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security
- 2019
- conference-paper
A Food Recommender System Considering Nutritional Information and User Preferences
AUTHORS: Raciel Yera Toledo; Ahmad A. Alzahrani; Luis Martinez
IEEE Access
- 2019
- journal-article
A fuzzy ELECTRE structure methodology to assess big data maturity in healthcare SMEs
AUTHORS: Alejandro Peña; Isis Bonet; Christian Lochmuller; Marta S. Tabares; Carlos C. Piedrahita; Carmen C. Sánchez; Lillyana María Giraldo Marín; Mario Góngora; Francisco Chiclana
Soft Computing
- 2019
- journal-article
A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.
Cognitive Computation
- 2019
- journal-article
A group decision making approach considering self-confidence behaviors and its application in environmental pollution emergency management
AUTHORS: Liu, X.; Xu, Y.; Ge, Y.; Zhang, W.; Herrera, F.
International Journal of Environmental Research and Public Health
- 2019
- journal-article
A holographic mobile-based application for practicing pronunciation of basic English vocabulary for Spanish speaking children
A hybrid group decision making framework for achieving agreed solutions based on stable opinions
AUTHORS: Qingxing Dong; Xin Zhou; Luis Martínez
Information Sciences
- 2019
- journal-article
A Machine Learning Approach to Reveal the Neuro-Phenotypes of Autisms
A Metahierarchical Rule Decision System to Design Robust Fuzzy Classifiers Based on Data Complexity
A methodology for applying k-nearest neighbor to time series forecasting
A model towards global demographics: an application—a universal bank branch geolocator based on branch size
A MOOC on universal design for learning designed based on the UDL paradigm
AUTHORS: Liliana Herrara Nieves; Emilio Crisol Moya; Rosana Montes Soldado
Australasian Journal of Educational Technology
- 2019
- journal-article
A multi-objective evolutionary fuzzy system to obtain a broad and accurate set of solutions in intrusion detection systems
A multicriteria integral framework for agent-based model calibration using evolutionary multiobjective optimization and network-based visualization
AUTHORS: Ignacio Moya; Manuel Chica; Óscar Cordón
Decision Support Systems
- 2019
- journal-article
A new approach for search engine optimization based case based reasoning to detect user’s intent
AUTHORS: Zouhair, A.; Gaou, S.; En-Naimi, E.M.; Castillo-Valdivieso, P.A.; Bertelle, C.
ACM International Conference Proceeding Series
- 2019
- conference-paper
A new digital electromechanical system for measurement of soil bulk density
A Novel Linguistic Cohesion Measure for Weighting Experts’ Subgroups in Large-Scale Group Decision Making Methods
Proceedings of IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering, ISKE 2019
- 2019
- conference-paper
A novel memetic framework for enhancing differential evolution algorithms via combination with alopex local search
International Journal of Computational Intelligence Systems
- 2019
- journal-article
A Preliminary Approach for the Exploitation of Citizen Science Data for Fast and Robust Fuzzy k-Nearest Neighbour Classification
A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings
AUTHORS: Juan Gomez-Romero; Carlos J. Fernandez-Basso; M. Victoria Cambronero; Miguel Molina-Solana; Jesus R. Campana; M. Dolores Ruiz; Maria J. Martin-Bautista
IEEE Access
- 2019
- journal-article
A procedure for group decision making with interval-valued intuitionistic linguistic fuzzy preference relations
AUTHORS: Jie Tang; Fanyong Meng; Francisco Javier Cabrerizo; Enrique Herrera-Viedma
Fuzzy Optimization and Decision Making
- 2019
- journal-article
A review on the self and dual interactions between machine learning and optimisation
A review on trust propagation and opinion dynamics in social networks and group decision making frameworks
AUTHORS: Ureña, R.; Kou, G.; Dong, Y.; Chiclana, F.; Herrera-Viedma, E.
Information Sciences
- 2019
- journal-article
A risk-aware fuzzy linguistic knowledge-based recommender system for hedge funds
A robust Bayesian methodology for damage localization in plate-like structures using ultrasonic guided-waves
AUTHORS: Sergio Cantero-Chinchilla; Juan Chiachío; Manuel Chiachío; Dimitrios Chronopoulos; Arthur Jones
Mechanical Systems and Signal Processing
- 2019
- journal-article
A Scalable Approach to Fuzzy Rough Nearest Neighbour Classification with Ordered Weighted Averaging Operators
- 2019
- book-chapter
A Showcase of the Use of Autoencoders in Feature Learning Applications
AUTHORS: David Charte; Francisco Charte; María J. del Jesus; Francisco Herrera
- 2019
- book-chapter
A simulation-based optimisation approach for inventory management of highly perishable food
ICORES 2019 - Proceedings of the 8th International Conference on Operations Research and Enterprise Systems
- 2019
- conference-paper
A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations
AUTHORS: Charte, D.; Charte, F.; García, S.; Herrera, F.
Progress in Artificial Intelligence
- 2019
- journal-article
A social network based approach for consensus achievement in multiperson decision making
AUTHORS: Raquel Ureña; Francisco Chiclana; Guy Melançon; Enrique Herrera-Viedma
Information Fusion
- 2019
- journal-article
A software implementation of the fuzzy rule learning algorithm NSLVOrd for ordinal classification into KEEL
2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
- 2019
- conference-paper
A Study on Implied Constraints in a MaxSAT Approach to B2B Problems
A survey of many-objective optimisation in search-based software engineering
A Taxonomy of Traffic Forecasting Regression Problems from a Supervised Learning Perspective
A two-stage social trust network partition model for large-scale group decision-making problems
A variance-based consensus degree in group decision making problems
AUTHORS: Jose del Moral A, Maria; Chiclana, Francisco; Miguel Tapia G, Juan; Herrera-Viedma, Enrique
Proceedings of the Annual Hawaii International Conference on System Sciences
- 2019
- conference-paper
A wind tunnel experiment to investigate the effect of polyvinyl acetate, biochar, and bentonite on wind erosion control
Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion
AUTHORS: Miguel Ángel López Medina; Macarena Espinilla; Cristiano Paggeti; Javier Medina Quero
Sensors
- 2019
- journal-article
Adaptive cooperation of multi-swarm particle swarm optimizer-based hidden Markov model
Advanced visualization of Twitter data for its analysis as a communication channel in traditional companies
AUTHORS: Zarco, C.; Santos, E.; Cordón, O.
Progress in Artificial Intelligence
- 2019
- journal-article
Age estimation in forensic anthropology: methodological considerations about the validation studies of prediction models
Agent-based Modeling of Migration Dynamics in the Mekong Delta, Vietnam: Automated Calibration Using a Genetic Algorithm
AUTHORS: Nguyen, H.K.; Chiong, R.; Chica, M.; Middleton, R.H.; Dhakal, S.
2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings
- 2019
- conference-paper
Aggregating interrelated attributes in multi-attribute decision-making with ELICIT information based on bonferroni mean and its variants
International Journal of Computational Intelligence Systems
- 2019
- journal-article
Alternative ranking-based clustering and reliability index-based consensus reaching process for hesitant fuzzy large scale group decision making
AUTHORS: Liu, X.; Xu, Y.; Montes, R.; Ding, R.-X.; Herrera, F.
IEEE Transactions on Fuzzy Systems
- 2019
- journal-article
Ample Spectrum Contractions and Related Fixed Point Theorems
An Adaptive Feedback Mechanism for Consensus Reaching Processes Based on Individuals’ Credibility
Proceedings of the 52nd Hawaii International Conference on System Sciences
- 2019
- conference-paper
An adaptive feedback mechanism for consensus reaching processes based on individuals’ credibility
AUTHORS: Cabrerizo, F.J.; Pérez, I.J.; Morente-Molinera, J.A.; Alonso, S.; Herrera-Viedma, E.
Proceedings of the Annual Hawaii International Conference on System Sciences
- 2019
- conference-paper
An advanced review on text mining in medicine
AUTHORS: Luque, C.; Luna, J.M.; Luque, M.; Ventura, S.
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
- 2019
- journal-article