Ana Carolina Lorena

1. How Complex is your classification problem? A survey on measuring classification complexity
   2018/08/10 by Ana Carolina Lorena, Lorena, Ana C., Luís P. F. Garcia +7 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
2. Characterizing instance hardness in classification and regression problems
   2022/12/04 by Gustavo P. Torquette, Torquette, Gustavo P., Victor S. Nunes +7 · 1 citation
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. PyHard: a novel tool for generating hardness embeddings to support data-centric analysis
   2021/09/29 by Pedro Yuri Arbs Paiva, Kate Smith‐Miles, Paiva, Pedro Yuri Arbs +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
4. Diffusion Models in Medical Image Inpainting: Challenges, Solution Taxonomy, and Future Directions
   2026/07/24 by Arthur Dantas Mangussi, Joana Cristo Santos, Ricardo Cardoso Pereira +3
   #cs.CV #cs.CL