Giovanni De Felice
Scholar

Giovanni De Felice

Google Scholar ID: dFZ6v6IAAAAJ
Postdoctoral researcher, Università della Svizzera italiana (USI)
Machine LearningTime SeriesSpatio-TemporalInterpretability
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Citations & Impact
All-time
Citations
63
 
H-index
4
 
i10-index
1
 
Publications
10
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
3 items
The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics
2026
Cited
0
Why Do Time Series Models Need Long Context Windows?
2026
Cited
0
Interpretability in Deep Time Series Models Demands Semantic Alignment
2026
Cited
0
Resume (English only)
Co-authors
16 total
Vladimir V. Gusev
Vladimir V. Gusev
University of Liverpool
Andrea Cini
Andrea Cini
SNSF Postdoctoral Fellow at University of Oxford, Postdoctoral affiliate at USI and UiT
Cesare Alippi
Cesare Alippi
Università della Svizzera italiana, Politecnico di Milano
Daniele Zambon
Daniele Zambon
The Swiss AI Lab IDSIA, USI
Taylor D. Sparks
Taylor D. Sparks
Professor of Materials Science and Engineering University of Utah, Salt Lake City, UT
Co-author 6
Co-author 6
Francesco De Santis
Francesco De Santis
PhD Researcer
Pietro Barbiero
Pietro Barbiero
SNSF Postdoctoral Fellow, IBM Research