Gianmarco Mengaldo
- A Comprehensive Review on Financial Explainable AI
2023/09/21 by Wei Jie Yeo, Yeo, Wei Jie, Wihan van der Heever +9 · 6 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computational Engineering #Computational Finance (q-fin.CP) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #Finance #Financial Distress and Bankruptcy Prediction #Stock Market Forecasting Methods #and Science (cs.CE)
- Time-Lagged Recurrence: a data-driven method to estimate the predictability of dynamical systems
2024/09/23 by Chenyu Dong, Davide Faranda, Adriano Gualandi +2 · 1 voice · 3 citations
Computer Science · #Time Series Analysis and Forecasting
- ProtoS-ViT: Visual foundation models for sparse self-explainable classifications
2024/06/14 by Hugues Turbé, Mina Bjelogrlic, Turbé, Hugues +5 · 2 citations
Computer Science · #Data Visualization and Analytics #Image Retrieval and Classification Techniques #Machine Learning and Data Classification
- Dynamical errors in machine learning forecasts
2025/04/15 by Fang Zhou, Gianmarco Mengaldo, Fang, Zhou +1 · 3 citations
Physics and Astronomy · Materials Science · Computer Science · #Model Reduction and Neural Networks #Machine Learning in Materials Science #Adversarial Robustness in Machine Learning
- Explain the Black Box for the Sake of Science: the Scientific Method in the Era of Generative Artificial Intelligence
2024/06/15 by Gianmarco Mengaldo, Mengaldo, Gianmarco · 2 citations
Social Sciences · #Ethics and Social Impacts of AI
- ESGSenticNet: A Neurosymbolic Knowledge Base for Corporate Sustainability Analysis
2025/01/27 by Keane Ong, Rui Mao, Ong, Keane +12 · 1 citation
Decision Sciences · #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences