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Works (11)

A Synthetic Benchmark to Explore Limitations of Localized Drift Detections

2025 | Book chapter
DOI: 10.1007/978-3-031-82346-6_7
Contributors: Flavio Giobergia; Eliana Pastor; Luca de Alfaro; Elena Baralis
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Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy

IEEE Transactions on Audio, Speech and Language Processing
2025 | Journal article
DOI: 10.1109/TASLPRO.2025.3539429
Contributors: Alkis Koudounas; Eliana Pastor; Luca de Alfaro; Elena Baralis
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Ex(o)plain: Subgroup-Level Analysis of Exoplanet Atmospheric Parameters

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3466919
Contributors: Alkis Koudounas; Flavio Giobergia; Elena Baralis
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Towards an Explorable Conceptual Map of Large Language Models

2024 | Book chapter
DOI: 10.1007/978-3-031-61000-4_10
Contributors: Lorenzo Bertetto; Francesca Bettinelli; Alessio Buda; Marco Da Mommio; Simone Di Bari; Claudio Savelli; Elena Baralis; Anna Bernasconi; Luca Cagliero; Stefano Ceri et al.
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A Systematic Mapping Study of Italian Research on Workflows

2023-11-12 | Conference paper
DOI: 10.1145/3624062.3624285
Contributors: Marco Aldinucci; Elena Maria Baralis; Valeria Cardellini; Iacopo Colonnelli; Marco Danelutto; Sergio Decherchi; Giuseppe Di Modica; Luca Ferrucci; Marco Gribaudo; Francesco Iannone et al.
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Semantic Image Collection Summarization With Frequent Subgraph Mining

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3229654
Contributors: Andrea Pasini; Flavio Giobergia; Eliana Pastor; Elena Baralis
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Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes

Expert Systems with Applications
2021-11 | Journal article
DOI: 10.1016/j.eswa.2021.115269
Contributors: Tania Cerquitelli; Francesco Ventura; Daniele Apiletti; Elena Baralis; Enrico Macii; Massimo Poncino
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Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction

Applied Sciences
2021-11-22 | Journal article
DOI: 10.3390/app112211060
Contributors: Simone Monaco; Salvatore Greco; Alessandro Farasin; Luca Colomba; Daniele Apiletti; Paolo Garza; Tania Cerquitelli; Elena Baralis
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Predicting Student Academic Performance by Means of Associative Classification

Applied Sciences
2021-02-04 | Journal article
DOI: 10.3390/app11041420
Contributors: Luca Cagliero; Lorenzo Canale; Laura Farinetti; Elena Baralis; Enrico Venuto
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Additional Reviewer Assignment by Means of Weighted Association Rules

IEEE Transactions on Emerging Topics in Computing
2021-01-01 | Journal article
DOI: 10.1109/TETC.2018.2861214
Contributors: Luca Cagliero; Paolo Garza; Andrea Pasini; Elena Baralis
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entity2rec: Property-specific knowledge graph embeddings for item recommendation

Expert Systems with Applications
2020-08 | Journal article
DOI: 10.1016/j.eswa.2020.113235
Contributors: Enrico Palumbo; Diego Monti; Giuseppe Rizzo; Raphaël Troncy; Elena Baralis
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