Tania Cerquitelli
Scholar

Tania Cerquitelli

Google Scholar ID: j55CgqEAAAAJ
Full Professor, Dept. of Control and Computer Engineering,Politecnico di Torino
Automated Data ScienceExplainable AIMachine learningData managementBig data analytics
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Citations & Impact
All-time
Citations
3,197
 
H-index
32
 
i10-index
91
 
Publications
20
 
Co-authors
105
list available
Contact
No contact links provided.
Publications
8 items
Will AI Agents Free Us From Meaningless Work? A Human-Centered Analysis
2026
Cited
0
A Concept-based approach to Voice Disorder Detection
2025
Cited
0
Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models
2025
Cited
0
MVP: Multi-source Voice Pathology detection
2025
Cited
0
V-CEM: Bridging Performance and Intervenability in Concept-based Models
2025
Cited
0
Prime Convolutional Model: Breaking the Ground for Theoretical Explainability
2025
Cited
0
Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time
arXiv.org · 2024
Cited
2
Self-supervised Interpretable Concept-based Models for Text Classification
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
105 total
Elena Baralis
Elena Baralis
Full Professor, Computer engineering, Politecnico di Torino, Italy
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Paolo Garza
Paolo Garza
Associate Professor, Politecnico di Torino
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Enrico Macii
Enrico Macii
Politecnico di Torino
Co-author 8
Co-author 8