André C. P. L. F. de Carvalho

1. International AI Safety Report
   2025/01/29 by Yoshua Bengio, Sören Mindermann, Bengio, Yoshua +180 · 35 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Continual Object Detection: A review of definitions, strategies, and challenges
   2022/05/30 by Angelo Garangau Menezes, Gustavo de Moura, Menezes, Angelo G. +5 · 4 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
3. MeLIME: Meaningful Local Explanation for Machine Learning Models
   2020/09/12 by Tiago Botari, Botari, Tiago, Frederik Hvilshøj +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. Machine learning unveils composition-property relationships in chalcogenide glasses
   2021/06/14 by Saulo Martiello Mastelini, Daniel R. Cassar, Mastelini, Saulo M. +9 · 1 citation
   Materials Science · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Phase-change materials and chalcogenides #Soft Condensed Matter (cond-mat.soft)
5. Forecasting Financial Market Structure from Network Features using Machine Learning
   2021/10/22 by Douglas Castilho, Castilho, Douglas, Thársis T. P. Souza +7 · 1 citation
   Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Portfolio Management (q-fin.PM) #Social and Information Networks (cs.SI) #Stock Market Forecasting Methods
6. ProtoAL: Interpretable Deep Active Learning with prototypes for medical imaging
   2024/04/06 by Iury Batista de Andrade Santos, Santos, Iury B. de A., André C. P. L. F. de Carvalho +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare