García, Salvador

1. Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
   2019/10/22 by Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Arrieta, Alejandro Barredo +21 · 183 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. Monotonic classification: an overview on algorithms, performance\n measures and data sets
   2018/11/17 by José-Ramón Cano, Pedro Antonio Gutiérrez, Cano, José-Ramón +7 · 3 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)
3. Enabling Smart Data: Noise filtering in Big Data classification
   2017/04/06 by García-Gil, Diego, Luengo, Julián, García, Salvador +1 · 1 citation
   #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints
   2023/02/25 by Germán González-Almagro, Juan Luis Suárez, González-Almagro, Germán +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
5. Semi-Supervised Constrained Clustering: An In-Depth Overview, Ranked Taxonomy and Future Research Directions
   2023/02/28 by Germán González-Almagro, González-Almagro, Germán, Daniel Peralta +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)
6. On Forecast Stability
   2023/10/26 by Rakshitha Godahewa, Godahewa, Rakshitha, Christoph Bergmeir +11 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Forecasting Techniques and Applications #Stock Market Forecasting Methods #Monetary Policy and Economic Impact