Alice Gatti
Università Cattolica del Sacro Cuore(IT)National Patient Safety Foundation(US)
Publications by Year
Research Areas
Stock Market Forecasting Methods, Explainable Artificial Intelligence (XAI), Ethics and Social Impacts of AI, Adversarial Robustness in Machine Learning, Topic Modeling
Most-Cited Works
- → The Challenges of Machine Learning: A Critical Review(2024)145 cited
- → Toward Green AI: A Methodological Survey of the Scientific Literature(2024)40 cited
- → Breaking Away From AI: The Ontological and Ethical Evolution of Machine Learning(2025)15 cited
- → Humanity's Last Exam(2025)14 cited
- → The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning(2024)13 cited
- → Balancing the Scale: Data Augmentation Techniques for Improved Supervised Learning in Cyberattack Detection(2024)9 cited
- → Toward Greener Smart Cities: A Critical Review of Classic and Machine-Learning-Based Algorithms for Smart Bin Collection(2024)9 cited
- → Enhancing Financial Time Series Prediction with Quantum-Enhanced Synthetic Data Generation: A Case Study on the S&P 500 Using a Quantum Wasserstein Generative Adversarial Network Approach with a Gradient Penalty(2024)9 cited
- → Context expectation influences the gait pattern biomechanics(2023)7 cited
- → Decoding Urban Intelligence: Clustering and Feature Importance in Smart Cities(2024)7 cited