Case-based statistical learning: A non parametric implementation applied to SPECT images
Natural and Artificial Computation for Biomedicine and Neuroscience
- 2017
- conference-paper
Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM
Chi-Spark-RS: an Spark-built Evolutionary Fuzzy Rule Selection Algorithm in Imbalanced Classification for Big Data Problems
Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets
Classification of the risk in the new financing framework of the Deposit Guarantee Systems in Europe: K-Means Cluster Analysis and Soft Computing
AUTHORS: Gomez, Pilar; Partal, Antonio; Espinilla, Macarena
International Journal of Computational Intelligence Systems
- 2017
- journal-article
CommuniMents: A framework for detecting community based sentiments for events
International Journal on Semantic Web and Information Systems
- 2017
- journal-article
Comparative analysis of data mining and response surface methodology predictive models for enzymatic hydrolysis of pretreated olive tree biomass
Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor
AUTHORS: Shewell, C.; Medina-Quero, J.; Espinilla, M.; Nugent, C.; Donnelly, M.; Wang, H.
International Journal of Communication Systems
- 2017
- journal-article
Computational Intelligence for Smart Environments
AUTHORS: Espinilla, Macarena; Nugent, Chris
International Journal of Computational Intelligence Systems
- 2017
- journal-article
Confidence based consensus in environments with high uncertainty and incomplete information
AUTHORS: Ureña, R.; Chiclana, F.; Fujita, H.; Herrera-Viedma, E.
Frontiers in Artificial Intelligence and Applications
- 2017
- conference-paper
Confidence based consensus model for intuitionistic fuzzy preference relations
AUTHORS: Raquel Urena; Francisco Chiclana; Hamido Fujita; Enrique Herrera-Viedma
2017 4th International Conference on Control, Decision and Information Technologies (CoDIT)
- 2017
- conference-paper
Consensus in Group Decision Making and Social Networks
AUTHORS: Herrera-Viedma, Enrique; Javier Cabrerizo, Francisco; Chiclana, Francisco; Wu, Jian; Jesus Cobo, Manuel; Samuylov, Konstantin
Studies in Informatics and Control
- 2017
- journal-article
Consensus Measure with Multi-stage Fluctuation Utility Based on China’s Urban Demolition Negotiation
AUTHORS: Gong, Zaiwu; Xu, Chao; Chiclana, Francisco; Xu, Xiaoxia
Group Decision and Negotiation
- 2017
- journal-article
Construction and analysis of weighted brain networks from SICE for the study of Alzheimer’s disease
AUTHORS: Munilla, J.; Ortiz, A.; Górriz, J.M.; Ramírez, J.
Frontiers in Neuroinformatics
- 2017
- journal-article
Coral Reef Optimization for intensity-based medical image registration
2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
- 2017
- conference-paper
Corrigendum to “RF fingerprint measurements for the identification of devices in wireless communication networks based on feature reduction and subspace transformation” [Measurement 58 (2014) 468–475] (S0263224114003893)(10.1016/j.measurement.2014.09.009)
AUTHORS: Padilla, J.L.; Padilla, P.; Valenzuela-Valdés, J.F.; Ramírez, J.; Górriz, J.M.
Measurement: Journal of the International Measurement Confederation
- 2017
- journal-article
Cost-Sensitive back-propagation neural networks with binarization techniques in addressing multi-class problems and non-competent classifiers
Couch potato or gym addict? Semantic lifestyle profiling with wearables and fuzzy knowledge graphs
- 2017
- conference-paper
Cross-ratio uninorms as an effective aggregation mechanism in sentiment analysis
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido
Knowledge-Based Systems
- 2017
- journal-article
Customized Descriptor for Various Obstacles Detection in Road Scene
AUTHORS: Ameur, Haythem; Gorriz, J. M.; Helali, Abdelhamid; Mghaieth, Ridha; Ramirez, J.; Maaref, Hassen
International Journal of Advanced Computer Science and Applications (IJACSA)
- 2017
- journal-article
Data Science for Building Energy Management: a Review
AUTHORS: Molina-Solana, Miguel; Ros, María; Ruiz, M. Dolores; Gómez-Romero, Juan; Martín-Bautista, María J.
Renewable and Sustainable Energy Reviews
- 2017
- journal-article
Data science for building energy management: A review
Dealing with diversity and novelty in group recommendations using Hesitant fuzzy sets
AUTHORS: Castro, J.; Barranco, M.J.; Rodríguez, R.M.; Martínez, L.
IEEE International Conference on Fuzzy Systems
- 2017
- conference-paper
Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation
IEEE Conference on Computer Vision and Pattern Recognition
- 2017
- conference-paper
Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus Lotus as Case Study
Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión
XXII Jornadas en Ingeniería del Software y Bases de Datos (JISBD 2017)
- 2017
- conference-paper
Designing a more efficient, effective and safe Medical Emergency Team (MET) service using data analysis
Designing educational games: key elements and methodological approach
AUTHORS: De Lope, Rafael P.; Medina-Medina, Nuria; Montes Soldado, Rosana; Mora Garcia, Antonio; Luis Gutierrez-Vela, Francisco
9TH INTERNATIONAL CONFERENCE ON VIRTUAL WORLDS AND GAMES FOR SERIOUS APPLICATIONS (VS-GAMES)
- 2017
- journal-article
DeSoftIn: A methodological proposal for individual software development
Detecting hidden periodicities for models with cyclical errors
AUTHORS: Frías, M.P.; Ivanov, A.V.; Leonenko, N.; Martínez, F.; Ruiz-Medina, M.D.
Statistics and its Interface
- 2017
- journal-article
Detecting social communities in Spanish Theses Defense Committee in the area of Computer Science
PROCEEDINGS OF ISSI 2011: THE 13TH CONFERENCE OF THE INTERNATIONAL SOCIETY FOR SCIENTOMETRICS AND INFORMETRICS, VOLS 1 AND 2
- 2017
- journal-article
Detecting social communities in Spanish theses defense committee in the area of computer science
ISSI 2017 - 16th International Conference on Scientometrics and Informetrics, Conference Proceedings
- 2017
- conference-paper
Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Saeys, Y.; Benitez, J.M.; Herrera, F.
Knowledge-Based Systems
- 2017
- journal-article
Dynamical Graph Theory Networks Methods for the Analysis of Sparse Functional Connectivity Networks and for Determining Pinning Observability in Brain Networks
AUTHORS: Meyer-Baese, Anke; Roberts, Rodney G.; Illan, Ignacio A.; Meyer-Base, Uwe; Lobbes, Marc; Stadlbauer, Andreas; Pinker-Domenig, Katja
Frontiers in Computational Neuroscience
- 2017
- journal-article
Educational data science in massive open online courses
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
- 2017
- journal-article
Effects of update rules on networked N-player trust game dynamics
Enabling smart data: Noise filtering in big data classification
Encoding, preparation and implementation of novel complex verbal instructions
AUTHORS: González-García, C.; Arco, J.E.; Palenciano, A.F.; Ramírez, J.; Ruz, M.
NeuroImage
- 2017
- journal-article
Estimación del efecto Venturi como factor desencadenante de la pluviometría en la Sierra de Grazalema
Evaluating Alzheimer’s disease diagnosis using texture analysis
Evaluation and comparison of open source software suites for data mining and knowledge discovery
AUTHORS: Altalhi, A.H.; Luna, J.M.; Vallejo, M.A.; Ventura, S.
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
- 2017
- journal-article
Evolutionary composition of QoS-aware web services: A many-objective perspective
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification
Exact fuzzy k-nearest neighbor classification for big datasets
AUTHORS: Maillo, J.; Luengo, J.; García, S.; Herrera, F.; Triguero, I.
IEEE International Conference on Fuzzy Systems
- 2017
- conference-paper
Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark
AUTHORS: Padillo, F.; Luna, J.M.; Ventura, S.
Progress in Artificial Intelligence
- 2017
- journal-article
Exploring the effectiveness of dynamic ensemble selection in the one-versus-one scheme
Extremely high-dimensional optimization with MapReduce: Scaling functions and algorithm
Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data
AUTHORS: Ramírez-Gallego, S.; Lastra, I.; Martínez-Rego, D.; Bolón-Canedo, V.; Benítez, J.M.; Herrera, F.; Alonso-Betanzos, A.
International Journal of Intelligent Systems
- 2017
- journal-article
Feature ranking for mild cognitive impairment and Alzheimer’s disease diagnosis
AUTHORS: Domashenko, D.; Manko, M.; Popov, A.; Krashenyi, I.; Ramirez, J.; Gorriz, J.M.
2017 Signal Processing Symposium, SPSympo 2017
- 2017
- conference-paper
Finding Self-organized Criticality in Collaborative Work via Repository Mining
International Work-Conference on Artificial Neural Networks
- 2017
- conference-paper