Francisco Herrera

1. Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
   2019/10/22 by Alejandro Barredo Arrieta, Arrieta, Alejandro Barredo, Natalia Díaz-Rodríguez +21 · 152 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. A unifying view on dataset shift in classification
   2011/07/23 by Jose G. Moreno-Torres, Troy Raeder, Rocío Alaiz-Rodríguez +3 · 71 citations
   Computer Science · #Data Stream Mining Techniques #Machine Learning and Data Classification #Imbalanced Data Classification Techniques
3. An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
   2013/07/12 by Victoria López, Alberto Fernández, Salvador García +2 · 52 citations
   Computer Science · Engineering · #Imbalanced Data Classification Techniques #Electricity Theft Detection Techniques #Machine Learning and Data Classification
4. Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation
   2023/05/02 by Natalia Díaz-Rodríguez, Javier Del Ser, Díaz-Rodríguez, Natalia +9 · 18 citations
   Computer Science · Social Sciences · #68T01 #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #I.2 #K.4 #K.5 #Machine Learning (cs.LG)
5. Automatic Handgun Detection Alarm in Videos Using Deep Learning
   2017/02/16 by Roberto Olmos, Olmos, Roberto, Siham Tabik +3 · 2 voices
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #Fire Detection and Safety Systems #cs.CV
6. Linguistic decision analysis: steps for solving decision problems under linguistic information
   2000/10/01 by Francisco Herrera, F. Herrera, Enrique Herrera‐Viedma +1 · 1 citation
   Decision Sciences · Computer Science · #Multi-Criteria Decision Making #Rough Sets and Fuzzy Logic #Advanced Algebra and Logic
7. Social network group decision making: Managing self-confidence-based consensus model with the dynamic importance degree of experts and trust-based feedback mechanism
   2019/07/15 by Xia Liu, Yejun Xu, Rosana Montes +1 · 4 citations
   Decision Sciences · Computer Science · #Multi-Criteria Decision Making #Cognitive Science and Mapping
8. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation
   2022/09/05 by Nan Yang, Javier Del Ser, Nan, Yang +17 · 2 citations
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
9. Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects
   2013/11/13 by Joaquín Derrac, Salvador García, Francisco Herrera · 3 citations
   Computer Science · #Rough Sets and Fuzzy Logic #Anomaly Detection Techniques and Applications #Fuzzy Logic and Control Systems
10. Probabilistic double hierarchy linguistic term set and its use in designing an improved VIKOR method: The application in smart healthcare
    2020/09/25 by Xunjie Gou, Zeshui Xu, Huchang Liao +1 · 1 citation
11. X-SHIELD: Regularization for eXplainable Artificial Intelligence
    2024/04/03 by Iván Sevillano-García, Sevillano-García, Iván, Julián Luengo +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6
12. Opacity as a Feature, Not a Flaw: The LoBOX Governance Ethic for Role-Sensitive Explainability and Institutional Trust in AI
    2025/05/18 by Francisco Herrera, Reyes Calderón, Herrera, Francisco +1 · 3 citations
    Social Sciences · Medicine · Computer Science · #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)