Sensor-Based Datasets for Human Activity Recognition – A Systematic Review of Literature
AUTHORS: Emiro De-La-Hoz-Franco; Paola Ariza-Colpas; Javier Medina Quero; Macarena Espinilla
IEEE Access
- 2018
- journal-article
SHADE with Iterative Local Search for Large-Scale Global Optimization
2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
- 2018
- conference-paper
Sharing notes: An academic social network based on a personalized fuzzy linguistic recommender system
Engineering Applications of Artificial Intelligence
- 2018
- journal-article
SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification
AUTHORS: F.M. Plaza-Del-Arco, E. Martínez-Cámara, M.T. Martín-Valdivia, L.A. Ureña-López
WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop
- 2018
- conference-paper
SINAI at TASS 2018: Lineal classification system with emotional external knowledge,SINAI en TASS 2018: Inserción de conocimiento emocional externo a un clasificador lineal de emociones
AUTHORS: F. Miriam-Plaza-del-Arco, E.M. Cámara, M.T. Martín Valdivia, L.A. Ureña-López
CEUR Workshop Proceedings
- 2018
- conference-paper
Smartphone Applications to Perform Body Balance Assessment: a Standardized Review
AUTHORS: Moral-Munoz, J.A.; Esteban-Moreno, B.; Herrera-Viedma, E.; Cobo, M.J.; Pérez, I.J.
Journal of Medical Systems
- 2018
- journal-article
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
AUTHORS: Fernández, A.; García, S.; Herrera, F.; Chawla, N.V.
Journal of Artificial Intelligence Research
- 2018
- journal-article
SMOTE-BD: An Exact and Scalable Oversampling Method for Imbalanced Classification in Big Data
Soil Erosion as an Environmental Concern in Vineyards: The Case Study of Celler del Roure, Eastern Spain, by Means of Rainfall Simulation Experiments
Soil Erosion Induced by the Introduction of New Pasture Species in a Faxinal Farm of Southern Brazil
Soil Physical Quality of Citrus Orchards Under Tillage, Herbicide, and Organic Managements
Special issue on intelligent decision support systems based on soft computing and their applications in real-world problems
AUTHORS: Enrique Herrera-Viedma; Francisco Chiclana; Yucheng Dong; Francisco Javier Cabrerizo
Applied Soft Computing
- 2018
- journal-article
State representation learning for control: An overview
State Representation Learning for Control: An Overview
- 2018
- journal-article
Statistical comparisons of active learning strategies over multiple datasets
AUTHORS: Oscar Reyes; Abdulrahman H. Altalhi; Sebastián Ventura
Knowledge-Based Systems
- 2018
- journal-article
Strategic weight manipulation in multiple attribute decision making
AUTHORS: Dong, Yucheng; Liu, Yating; Liang, Haiming; Chiclana, Francisco; Herrera-Viedma, Enrique
Omega-International Journal of Management Science
- 2018
- journal-article
Strengthened ordered directionally monotone functions. Links between the different notions of monotonicity
Study and classification of plum varieties using image analysis and deep learning techniques
Successes and challenges in developing a hybrid approach to sentiment analysis
AUTHORS: Appel, Orestes; Chiclana, Francisco; Carter, Jenny; Fujita, Hamido
Applied Intelligence
- 2018
- journal-article
Suitability analysis of modeling and assessment approaches in energy efficiency in buildings
Surveying alignment-free features for Ortholog detection in related yeast proteomes by using supervised big data classifiers
Sustainable grazing
Current Opinion in Environmental Science and Health
- 2018
- journal-article
Ten Years of Sustainability (2009 to 2018): A Bibliometric Overview
Teranga Go!: Carpooling Collaborative Consumption Community with multi-criteria hesitant fuzzy linguistic term set opinions to build confidence and trust
Testing simple scaling in soil erosion processes at plot scale
The age of vines as a controlling factor of soil erosion processes in Mediterranean vineyards
The Collapsing Defuzzifier for discretised generalised type-2 fuzzy sets
AUTHORS: Sarah Greenfield; Francisco Chiclana
International Journal of Approximate Reasoning
- 2018
- journal-article
The democratization of deep learning in TASS 2017
AUTHORS: M.C. Díaz-Galiano, E. Martínez-Cámara, M. Ángel García-Cumbreras, M. García-Vega, J. Villena-Román
Procesamiento de Lenguaje Natural
- 2018
- journal-article
The experience of developing the UJAmI Smart Lab
AUTHORS: Espinilla, M.; Martinez, L.; Medina, J.; Nugent, C.
IEEE Access
- 2018
- journal-article
The Experience of Developing the UJAml Smart Lab
The impact of dataset quality on the performance of data-driven approaches for human activity recognition
AUTHORS: Irvine, Naomi; Nugent, Chris; Zhang, Shuai; Wang, Hui; Ng, Wing W. Y.; Cleland, Ian; Espinilla, Macarena
Data Science and Knowledge Engineering for Sensing Decision Support
- 2018
- conference-paper
The Improvisational State of Mind: A Multidisciplinary Study of an Improvisatory Approach to Classical Music Repertoire Performance
The influence of input data standardization methods on the prediction accuracy of genetic programming generated classifiers
AUTHORS: Al Shorman, A.R.; Faris, H.; Castillo, P.A.; Merelo, J.J.; Al-Madi, N.
IJCCI 2018 - Proceedings of the 10th International Joint Conference on Computational Intelligence
- 2018
- conference-paper
The multidisciplinary origin of soil geography: A review
The optimization ordering model for intuitionistic fuzzy preference relations with utility functions
AUTHORS: Zaiwu Gong; Ning Zhang; Francisco Chiclana
Knowledge-Based Systems
- 2018
- journal-article
The Use of Fuzzy Linguistic Information and Fuzzy Delphi Method to Validate by Consensus a Questionnaire in a Blended-Learning Environment
AUTHORS: Jeovani Morales; Rosana Montes; Noe Zermeño; Jeronimo Duran; Francisco Herrera
Communications in Computer and Information Science
- 2018
- journal-article
Thin Cap Fibroatheroma Detection in Virtual Histology Images Using Geometric and Texture Features
Time prediction on multi-perspective declarative business processes
AUTHORS: Jimenez-Ramirez, A.; Barba, I.; Fernandez-Olivares, J.; Del Valle, C.; Weber, B.
Knowledge and Information Systems
- 2018
- journal-article
Tips, guidelines and tools for managing multi-label datasets: The mldr.datasets R package and the Cometa data repository
Toolkit for the Automatic Comparison of Optimizers: Comparing Large-Scale Global Optimizers Made Easy
2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
- 2018
- conference-paper
Two novel methodologies for considering aggregation functions by implicit equations and minimization problems
Two-stage aggregation paradigm for HFLTS possibility distributions: A hierarchical clustering perspective
AUTHORS: Zhen-Song Chen; Luis Martínez; Kwai-Sang Chin; Kwok-Leung Tsui
Expert Systems with Applications
- 2018
- journal-article
Type-1 OWA Unbalanced Fuzzy Linguistic Aggregation Methodology: Application to Eurobonds Credit Risk Evaluation
AUTHORS: Chiclana, Francisco; Mata, Francisco; Perez, Luis G.; Herrera-Viedma, Enrique
International Journal of Intelligent Systems
- 2018
- journal-article
Type-Reduced Set structure and the truncated type-2 fuzzy set
AUTHORS: Sarah Greenfield; Francisco Chiclana
Fuzzy Sets and Systems
- 2018
- journal-article
UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living
AUTHORS: Macarena Espinilla; Javier Medina Quero; Chris Nugent
Proceedings
- 2018
- journal-article
Una primera aproximación para la extracción de patrones emergentes en flujos continuos de datos
Proc. of the XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (XVIII CAEPIA)
- 2018
- conference-paper