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Alessio Cascione

Observed names: CASCIONE, ALESSIO, Cascione, Alessio
ORCID: 0009-0003-5043-5942
Observed ORCID: 0009-0003-5043-5942
OpenAlex ID: A5106839492
Data-Agnostic Pivotal Instances Selection for Decision-Making Models
2024 · Alessio Cascione, Mattia Setzu, et al. · Lecture notes in computer science · 6
Interpretable Instance-Based Learning Through Pairwise Distance Trees
2025 · Andrea Fedele, Alessio Cascione, et al. · Lecture notes in computer science · 1
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Learning Sparse Decision Trees via Transformer Variational Auto-Encoders
2026 · Fidone, Giacomo, Cascione, Alessio, et al. · arXiv (Cornell University)
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Expanding Data-Agnostic Pivotal Instances Selection Models with Proximity Trees and Ensemble Learning
2026 · Cascione, Alessio, Setzu, Mattia, et al. · arXiv (Cornell University)
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Interpretable and Accurate Hybrid Decision Trees with Selective Case-Based Splits
2025 · Cristiano Landi, Alessio Cascione, et al. · IEEE International Conference on Big Data (BigData)
Balancing Fairness and Interpretability in Clustering with FairParTree
2025 · Cristiano Landi, Alessio Cascione, et al. · Communications in computer and information science
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Unsupervised and Interpretable Detection of User Personalities in Online Social Networks
2025 · Alessio Cascione, Laura Pollacci, et al. · Communications in computer and information science
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Interpretable Machine Learning for Oral Lesion Diagnosis Through Prototypical Instances Identification
2025 · Alessio Cascione, Mattia Setzu, et al. · Lecture notes in computer science
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Works count: 9
Citation count: 7
H-index: 1
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