Cost-Sensitive Metaheuristic Optimization-Based Neural Network with Ensemble Learning for Financial Distress Prediction
AUTHORS: Salah Al-Deen Safi; Pedro A. Castillo; Hossam Faris
Applied Sciences
- 2022
- journal-article
Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns
AUTHORS: Mohammed Ibrahim Al-Twijri; José María Luna; Francisco Herrera; Sebastián Ventura
Cognitive Computation
- 2022
- journal-article
Credit Risk Scoring Forecasting Using a Time Series Approach
- 2022
- conference-paper
Cyclotomic exponent sequences of numerical semigroups
Data mining in predictive maintenance systems: A taxonomy and systematic review
Decision Making by Applying Z-Numbers
- 2022
- book-chapter
DECISION-MAKING MODEL FOR DESIGNING TELECOM PRODUCTS/SERVICES BASED ON CUSTOMER PREFERENCES AND NON-PREFERENCES
Deep Learning for Phishing Detection: Taxonomy, Current Challenges and Future Directions
Descompensación y desajuste en la financiación de las bibliotecas públicas de España y relación con su uso: análisis basado en los indicadores de esfuerzo por comunidades autónomas
Desertification and Degradation Risks vs Poverty: A Key Topic in Mediterranean Europe
Digital mapping of soil texture classes for efficient land management in the Piedmont plain of Iran
Dynamic defense against byzantine poisoning attacks in federated learning
AUTHORS: N. Rodríguez-Barroso, E. Martínez-Cámara, M.V. Luzón, F. Herrera
Future Generation Computer Systems
- 2022
- journal-article
Effect of Standard Disk Plough on Soil Translocation in Sloping Sicilian Vineyards
Efficient inference models for classification problems with a high number of fuzzy rules
Enhanced Computation of the EEG-IC Polarities using a Genetic Algorithm
Proceedings - 2022 12th International Congress on Advanced Applied Informatics, IIAI-AAI 2022
- 2022
- conference-paper
Entropy Based Approach to Measuring Consensus in Group Decision-Making Problems
- 2022
- book-chapter
Estimation of jellyfish abundance in the south-eastern Spanish coastline by using an explainable artificial intelligence model based on fuzzy logic
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson’s Disease
AUTHORS: Castillo-Barnes, Diego; Arco, Juan E.; Jimenez-Mesa, C.; Ramirez, J.; Gorriz, J. M.; Salas-Gonzalez, D.
Lecture Notes in Computer Science
- 2022
- journal-article
EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python
AUTHORS: Dang, Anh T.; Qaddoura, Raneem; Al-Zoubi, Ala' M.; Faris, Hossam; Castillo, Pedro A.
Lecture Notes in Computer Science
- 2022
- journal-article
Evolution of cooperation and trust in an N-player social dilemma game with tags for migration decisions
AUTHORS: Sandeep Dhakal; Raymond Chiong; Manuel Chica; The Anh Han
Royal Society Open Science
- 2022
- journal-article
Evolution of genetic networks for human creativity
AUTHORS: I. Zwir; C. Del-Val; M. Hintsanen; K. M. Cloninger; R. Romero-Zaliz; A. Mesa; J. Arnedo; R. Salas; G. F. Poblete; E. Raitoharju; O. Raitakari; L. Keltikangas-Järvinen; G. A. de Erausquin; I. Tattersall; T. Lehtimäki; C. R. Cloninger
Molecular Psychiatry
- 2022
- journal-article
Evolution of trust in the sharing economy with fixed provider and consumer roles under different host network structures
AUTHORS: Raymond Chiong; Sandeep Dhakal; Timothy Chaston; Manuel Chica
Knowledge Based Systems
- 2022
- journal-article
EvoRecSys
Examining the Effectiveness of Catch Crops as a Nature-Based Solution to Mitigate Surface Soil and Water Losses as an Environmental Regional Concern
Experimental Design of Nature-Based-Solution Considering the Interactions between Submerged Vegetation and Pile Group on the Structure of the River Flow on Sand Beds
Expertise-Structure and Risk-Appetite-Integrated Two-Tiered Collective Opinion Generation Framework for Large-Scale Group Decision Making
AUTHORS: Zhen-Song Chen; Xuan Zhang; Rosa M. Rodriguez; Witold Pedrycz; Luis Martinez; Miroslaw J. Skibniewski
IEEE Transactions on Fuzzy Systems
- 2022
- journal-article
EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
AUTHORS: Díaz-Rodríguez, N.; Lamas, A.; Sanchez, J.; Franchi, G.; Donadello, I.; Tabik, S.; Filliat, D.; Cruz, P.; Montes, R.; Herrera, F.
Information Fusion
- 2022
- journal-article
Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI
Exploring long‐term datasets of land use, economy, and demography variations in karst wetland areas to detect possible microclimate changes
Exploring post-hoc agnostic models for explainable cooking recipe recommendations
AUTHORS: Raciel Yera; Ahmad A. Alzahrani; Luis Martínez
Knowledge-Based Systems
- 2022
- journal-article
Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher’s Perspective
AUTHORS: Juan J. Merelo; Pedro A. Castillo; Antonio M. Mora; Francisco Barranco; Noorhan Abbas; Alberto Guillén; Olia Tsivitanidou
- 2022
- book-chapter
Extended Proinov X-contractions in metric spaces and fuzzy metric spaces satisfying the property NC by avoiding the monotone condition
Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas
- 2022
- journal-article
Extension of restricted equivalence functions and similarity measures for type-2 fuzzy sets
FacialSCDnet: A deep learning approach for the estimation of subject-to-camera distance in facial photographs
Facing Up Fare War: Generating Competitive Price Models With Gene Expression Programming
AUTHORS: Marco Antonio Barron; Jose Maria Luna; Sebastian Ventura
IEEE Access
- 2022
- journal-article
Fast sampling of satisfying assignments from random k-SAT with applications to connectivity
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring (May, 10.1007/s11760-022-02239-7, 2022)
Feature Importance Identification for Time Series Classifiers
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
- 2022
- conference-paper
Fish abundance estimation with imaging sonar in semi-intensive aquaculture ponds
Flexible-Dimensional EVR-OWA as Mean Estimator for Symmetric Distributions
AUTHORS: Juan Baz; Diego García-Zamora; Irene Díaz; Susana Montes; Luis Martínez
- 2022
- book-chapter
Forced vital capacity trajectories in patients with idiopathic pulmonary fibrosis: a secondary analysis of a multicentre, prospective, observational cohort
Forecasting: theory and practice
Frequency and Longitudinal Course of Motor Signs in Genetic Frontotemporal Dementia
AUTHORS: Sonja Schönecker; Francisco J. Martinez-Murcia; Boris-Stephan Rauchmann; Nicolai Franzmeier; Catharina Prix; Elisabeth Wlasich; Sandra V. Loosli; Katja Bochmann; Juan-Manuel Gorriz Saez; Robert Laforce, Jr; Simon Ducharme; Maria Carmela Tartaglia; Elizabeth Finger; Alexandre de Mendonça; Isabel Santana; Raquel Sanchez-Valle; Fermin Moreno; Sandro Sorbi; Fabrizio Tagliavini; Barbara Borroni; Markus Otto; Matthis Synofzik; Daniela Galimberti; Rik Vandenberghe; John van Swieten; Christopher Butler; Alexander Gerhard; Caroline Graff; Adrian Danek; Jonathan D. Rohrer; Mario Masellis; James Rowe; Johannes Levin; Sónia Afonso; Maria Rosario Almeida; Sarah Anderl-Straub; Christin Andersson; Anna Antonell; Silvana Archetti; Andrea Arighi; Mircea Balasa; Myriam Barandiaran; Nuria Bargalló; Robart Bartha; Benjamin Bender; Alberto Benussi; Luisa Benussi; Valentina Bessi; Giuliano Binetti; Sandra Black; Martina Bocchetta; Sergi Borrego-Ecija; Jose Bras; Rose Bruffaerts; Marta Cañada; Valentina Cantoni; Paola Caroppo; David Cash; Miguel Castelo-Branco; Rhian Convery; Thomas Cope; Maura Cosseddu; María de Arriba; Giuseppe Di Fede; Zigor Díaz; Alina Díez; Diana Duro; Chiara Fenoglio; Camilla Ferrari; Carlos Ferreira; Catarina B. Ferreira; Toby Flanagan; Nick C. Fox; Giorgio Fumagalli; Alazne Gabilondo; Roberto Gasparotti; Serge Gauthier; Stefano Gazzina; Giorgio Giaccone; Ana Gorostidi; Caroline Greaves; Rita Guerreiro; Carolin Heller; Tobias Hoegen; Begoña Indakoetxea; Vesna Jelic; Lize Jiskoot; Hans-Otto Karnath; Ron Keren; Tobias Langheinrich; Maria João Leitão; Albert Lladó; Gemma Lombardi; Carolina Maruta; Simon Mead; Lieke Meeter; Gabriel Miltenberger; Rick van Minkelen; Sara Mitchell; Katrina M. Moore; Benedetta Nacmias; Mollie Neason; Jennifer Nicholas; Linn Öijerstedt; Jaume Olives; Sebastien Ourselin; Alessandro Padovani; Jessica Panman; Janne Papma; Georgia Peakman; Irene Piaceri; Michela Pievani; Yolande Pijnenburg; Cristina Polito; Enrico Premi; Sara Prioni; Rosa Rademakers; Veronica Redaelli; Tim Rittman; Ekaterina Rogaeva; Pedro Rosa-Neto; Giacomina Ross; Martin N. Rossor; Beatriz Santiago; Elio Scarpini; Elisa Semler; Rachelle Shafei; Christen Shoesmith; Miguel Tábuas-Pereira; Mikel Tainta; Ricardo Taipa; David Tang-Wai; David L. Thomas; Paul Thompson; Hakan Thonberg; Carolyn Timberlake; Pietro Tiraboschi; Emily Todd; Philip Vandamme; Mathieu Vandenbulcke; Michele Veldsman; Ana Verdelho; Jorge Villanua; Jason D. Warren; Carlo Wilke; Ione Woollacott; Henrik Zetterberg; Miren Zulaica
Neurology
- 2022
- journal-article
Frequency and Longitudinal Course of Motor Signs in Genetic Frontotemporal Dementia.
AUTHORS: Sonja Schönecker; Francisco Jesús Martínez-Murcia; Boris-Stephan Rauchmann; Nicolai Franzmeier; Catharina Prix; Elisabeth Wlasich; Sandra V Loosli; Katja Bochmann; Juan M. Gorriz; Robert Jr Laforce; Simon Ducharme; Maria Carmela Tartaglia; Elizabeth Finger; Alexandre De Mendonça; Isabel Santana; Raquel Sanchez-Valle; Fermin Moreno; Sandro Sorbi; Fabrizio Tagliavini; Barbara Borroni; Markus Otto; Matthis Synofzik; Daniela Galimberti; Rik Vandenberghe; John Van Swieten; Christopher Butler; Alexander Gerhard; Caroline Graff; Adrian Danek; Jonathan D Rohrer; Mario Masellis; James Rowe; Johannes Levin; Genetic Frontotemporal Dementia Initiative (GENFI)
Wolters Kluwer
- 2022
- journal-article
Functional Representation of the Intentional Bounded Rationality of Decision-Makers: A Laboratory to Study the Decisions a Priori
Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification
AUTHORS: Javier Fumanal-Idocin; Zdenko Takáč; L’ubomíra Horanská; Humberto Bustince; Oscar Cordon
- 2022
- book-chapter
Fuzzy TODIM for ELICIT Information
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
Gaussian IT2FSs-based prospect theory method with application to the evaluation of renewable energy sources
AUTHORS: Shi-Fan He; Ying-Ming Wang; Luis Martínez
Computers & Industrial Engineering
- 2022
- journal-article