معرفی
Edmondo Trentin is an Associate Professor of Artificial Intelligence at the Department of Information Engineering and Mathematics (DIISM), University of Siena, Italy. He chairs the IAPR Technical Committee 3 (Neural Networks & Computational Intelligence) and serves as an Associate Editor for Neural Processing Letters. His research focuses on neural networks, probabilistic models, and their applications in bioinformatics, speech processing, and pattern recognition. Trentin has taught extensively at both undergraduate and graduate levels, including courses on Artificial Intelligence, Neural Networks, and Pattern Recognition. He has advised numerous PhD students and contributed to international conferences and workshops. His work integrates machine learning with statistical methods, emphasizing hybrid models for complex data analysis.
Teaching Highlights:
- Artificial Intelligence (MSc. courses since 2001)
- Neural Networks for Statistical Pattern Recognition
- Machine Learning for Graphs
- Supervised and Unsupervised Learning
Research Interests:
- Connectionist density estimation
- Probabilistic graphical models
- Hybrid ANN/HMM systems
- Bioinformatics applications
Professional Activities:
- Former Vice-Chair of IAPR-TC3
- IEEE Computational Intelligence Society Secretary (2005-2006)
- Organizer of international workshops on neural networks and pattern recognition
