Moreira, Catarina

1. Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications
   2021/03/07 by Yu-Liang Chou, Catarina Moreira, Chou, Yu-Liang +7 · 7 citations
   Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education
2. MDF-Net for abnormality detection by fusing X-rays with clinical data
   2023/02/26 by Chihcheng Hsieh, Isabel Blanco Nobre, Hsieh, Chihcheng +13 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #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) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs
   2024/10/21 by J Torres, Catherine Mulligan, Torres, João Pedro Fernandes +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Semantic Web and Ontologies #Speech and dialogue systems
4. Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes
   2024/03/14 by Alexander Stevens, Chun Ouyang, Stevens, Alexander +5 · 1 citation
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences
5. Explainable AI Systems Must Be Contestable: Here's How to Make It Happen
   2025/06/02 by Moreira, Catarina, Palatkina, Anna, Braca, Dacia +4 · 2 citations
   #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. DALL-M: Context-Aware Clinical Data Augmentation with LLMs
   2024/07/11 by Hsieh, Chihcheng, Moreira, Catarina, Nobre, Isabel Blanco +5 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.3.3 #I.2.7 #I.5.1 #Information Retrieval (cs.IR) #J.3 #Machine Learning (cs.LG)
7. Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data
   2024/09/30 by Velmurugan, Mythreyi, Ouyang, Chun, Xu, Yue +3 · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)