Andrea Albarelli

Andrea Albarelli is an Associate Professor at Ca' Foscari University of Venice, affiliated with the Department of Environmental Sciences, Informatics and Statistics. His research focuses on Artificial Intelligence, Machine Learning, and Computer Vision, with a particular emphasis on Explainable AI, Pattern Recognition, and Data Analytics applications. He has contributed to numerous peer-reviewed publications, including studies on hierarchical text classification, fruit ripeness analysis, and embedded vision systems. His teaching activities include courses on Data Analytics for Business and Society, emphasizing practical applications of AI and informatics. Albarelli's work spans theoretical frameworks and applied research, addressing challenges in both academic and industrial contexts.

• Research Interests: Machine Learning algorithms, computer vision techniques, and their applications in agriculture, edge computing, and multi-camera systems.
• Recent Contributions: Over 90 publications, including high-impact journals like Electronics and Expert Systems with Applications.

His academic contributions reflect a balance between foundational research and real-world problem-solving, with notable projects on model explainability, quantization-aware neural networks, and calibration techniques for vision systems. Albarelli serves as a faculty member in both undergraduate and graduate programs, integrating cutting-edge research into curriculum design.