Salvador García

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 · 150 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. 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 · 51 citations
   Computer Science · Engineering · #Imbalanced Data Classification Techniques #Electricity Theft Detection Techniques #Machine Learning and Data Classification
3. Monotonic classification: an overview on algorithms, performance\n measures and data sets
   2018/11/17 by José-Ramón Cano, Cano, José-Ramón, Pedro Antonio Gutiérrez +7 · 2 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
4. EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population
   2023/08/05 by Oh Shu Lih, Shu Lih Oh, V. Jahmunah +12 · 12 citations
   Neuroscience · Medicine · Computer Science · #EEG and Brain-Computer Interfaces #Epilepsy research and treatment #Machine Learning in Healthcare
5. 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
6. Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints
   2023/02/25 by Germán González-Almagro, González-Almagro, Germán, Juan Luis Suárez +7 · 1 citation
   Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
7. Semi-Supervised Constrained Clustering: An In-Depth Overview, Ranked Taxonomy and Future Research Directions
   2023/02/28 by Germán González-Almagro, Daniel Peralta, González-Almagro, Germán +7 · 1 citation
   Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)