Archivio Istituzionale della RicercaBARALIS, ELENA MARIA
BARALIS, ELENA MARIA
Dipartimento di Automatica e Informatica
002041
Boosting court judgment prediction and explanation using legal entities
2025 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
Concept-based Explainable Artificial Intelligence: A Survey
2025 Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy
2025 Koudounas, Alkis; Pastor, Eliana; Alfaro, Luca de; Baralis, Elena
Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
2024 Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
Social and economic variables explain COVID-19 diffusion in European regions
2024 Cancedda, Christian; Cappellato, Alessio; Maninchedda, Luigi; Meacci, Leonardo; Peracchi, Sofia; Salerni, Claudia; Baralis, Elena; Giobergia, Flavio; Ceri, Stefano
The Rapidly Evolving Scenario of Acoustic Voice Analysis in Otolaryngology
2024 Fantini, Marco; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena; Succo, Giovanni; Crosetti, Erika
Towards Comprehensive Subgroup Performance Analysis in Speech Models
2024 Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
2022 Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
Semantic Image Collection Summarization with Frequent Subgraph Mining
2022 Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction
2021 Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
2021 Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes
2021 Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo
Leveraging full-text article exploration for citation analysis
2021 La Quatra, M.; Cagliero, L.; Baralis, E.
Predicting student academic performance by means of associative classification
2021 Cagliero, L.; Canale, L.; Farinetti, L.; Baralis, E.; Venuto, E.
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data
2021 Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo
A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps
2020 Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.
Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis
2020 Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, Elena
Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
2020 Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, Elena; Garza, Paolo; Huet, Benoit
entity2rec: Property-specific knowledge graph embeddings for item recommendation
2020 Palumbo, Enrico; Monti, Diego; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, Elena
Exploiting pivot words to classify and summarize discourse facets of scientific papers
2020 La Quatra, M.; Cagliero, L.; Baralis, E.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Boosting court judgment prediction and explanation using legal entities / Benedetto, I., Koudounas, A., Vaiani, L., Pastor, E., Cagliero, L., Tarasconi, F., Baralis, E.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - 33:3(2025), pp. 605-640. [10.1007/s10506-024-09397-8] | 1-gen-2025 | Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + | s10506-024-09397-8.pdf |
| Concept-based Explainable Artificial Intelligence: A Survey / Poeta, E., Ciravegna, G., Pastor, E., Cerquitelli, T., Baralis, E.. - In: ACM COMPUTING SURVEYS. - ISSN 0360-0300. - (2025). [10.1145/3774643] | 1-gen-2025 | Poeta, EleonoraCiravegna, GabrielePastor, ElianaCerquitelli, TaniaBaralis, Elena | Survey_Concept_based_Explainability_v1.pdf |
| Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy / Koudounas, A., Pastor, E., Alfaro, L.d., Baralis, E.. - In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. - ISSN 2329-9290. - 33:(2025), pp. 883-895. [10.1109/taslpro.2025.3539429] | 1-gen-2025 | Koudounas, AlkisPastor, ElianaBaralis, Elena + | Mitigating_Subgroup_Disparities_in_Speech_Models_A_Divergence-Aware_Dual_Strategy.pdf; Mitigating_Subgroup_Disparities_in_Speech_Models_ postprint.pdf |
| Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters / Koudounas, A., Giobergia, F., Baralis, E.. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 139773-139788. [10.1109/access.2024.3466919] | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioBaralis, Elena | Exoplain_Subgroup-Level_Analysis_of_Exoplanet_Atmospheric_Parameters.pdf |
| Social and economic variables explain COVID-19 diffusion in European regions / Cancedda, Christian; Cappellato, Alessio; Maninchedda, Luigi; Meacci, Leonardo; Peracchi, Sofia; Salerni, Claudia; Baralis, Elena; Giobergia, Flavio; Ceri, Stefano. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:1(2024). [10.1038/s41598-024-58218-0] | 1-gen-2024 | baralis, elenagiobergia, flavio + | s41598-024-56267-z.pdf |
| The Rapidly Evolving Scenario of Acoustic Voice Analysis in Otolaryngology / Fantini, Marco; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena; Succo, Giovanni; Crosetti, Erika. - In: CUREUS. - ISSN 2168-8184. - 16:11(2024). [10.7759/cureus.73491] | 1-gen-2024 | Ciravegna, GabrieleKoudounas, AlkisCerquitelli, TaniaBaralis, Elena + | cureus-0016-00000073491.pdf |
| Towards Comprehensive Subgroup Performance Analysis in Speech Models / Koudounas, A., Pastor, E., Attanasio, G., Mazzia, V., Giollo, M., Gueudre, T., Reale, E., Cagliero, L., Cumani, S., de Alfaro, L., Baralis, E., Amberti, D.. - In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. - ISSN 2329-9290. - 32:(2024), pp. 1468-1480. [10.1109/taslp.2024.3363447] | 1-gen-2024 | Koudounas, AlkisPastor, ElianaAttanasio, GiuseppeCagliero, LucaCumani, SandroBaralis, Elena + | Towards_Comprehensive_Subgroup_Performance_Analysis_in_Speech_Models.pdf |
| Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, D., Giobergia, F., Pastor, E., La Macchia, A., Cerquitelli, T., Baralis, E., Mellia, M., Tricarico, D.. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] | 1-gen-2022 | Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide | 1-s2.0-S0166361521001615-main.pdf; Giordano_PREPIPE.pdf |
| Semantic Image Collection Summarization with Frequent Subgraph Mining / Pasini, A., Giobergia, F., Pastor, E., Baralis, E.M.. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 131747-131764. [10.1109/ACCESS.2022.3229654] | 1-gen-2022 | andrea pasiniflavio giobergiaeliana pastorelena baralis | Semantic_Image_Collection_Summarization_With_Frequent_Subgraph_Mining.pdf |
| Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction / Monaco, S., Greco, S., Farasin, A., Colomba, L., Apiletti, D., Garza, P., Cerquitelli, T., Baralis, E.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 11:22(2021). [10.3390/app112211060] | 1-gen-2021 | Monaco, SimoneGreco, SalvatoreFarasin, AlessandroColomba, LucaApiletti, DanieleGarza, PaoloCerquitelli, TaniaBaralis, Elena | applsci-11-11060.pdf |
| Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case / Giordano, D., Pastor, E., Giobergia, F., Cerquitelli, T., Baralis, E., Mellia, M., Neri, A., Tricarico, D.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 180 (115109):(2021). [10.1016/j.eswa.2021.115109] | 1-gen-2021 | Giordano, DaniloPastor, ElianaGiobergia, FlavioCerquitelli, TaniaBaralis, ElenaMellia, MarcoNeri, AlessandraTricarico, Davide | Giordano_ExpertSystemPredictiveMaincenance_Final.pdf; Giordano_ExpertSystemPredictiveMaincenance.pdf; Giordano_ExpertPostprint.pdf |
| Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes / Cerquitelli, T., Ventura, F., Apiletti, D., Baralis, E., Macii, E., Poncino, M.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 182 (115269):(2021). [10.1016/j.eswa.2021.115269] | 1-gen-2021 | Cerquitelli, TaniaVentura, FrancescoApiletti, DanieleBaralis, ElenaMacii, EnricoPoncino, Massimo | Pre-Proof-PDF.pdf; 1-s2.0-S0957417421007004-main.pdf |
| Leveraging full-text article exploration for citation analysis / La Quatra, M., Cagliero, L., Baralis, E.. - In: SCIENTOMETRICS. - ISSN 0138-9130. - ELETTRONICO. - 126:(2021), pp. 8275-8293. [10.1007/s11192-021-04117-4] | 1-gen-2021 | La Quatra M.Cagliero L.Baralis E. | s11192-021-04117-4.pdf |
| Predicting student academic performance by means of associative classification / Cagliero, L., Canale, L., Farinetti, L., Baralis, E., Venuto, E.. - In: APPLIED SCIENCES. - ISSN 2076-3417. - 11:4(2021), pp. 1-22. [10.3390/app11041420] | 1-gen-2021 | Cagliero L.Canale L.Farinetti L.Baralis E.Venuto E. | applsci-11-01420-v3.pdf |
| Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data / Markudova, D., Mishra, S., Cagliero, L., Vassio, L., Mellia, M., Baralis, E., Salvatori, L., Loti, R.. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 130 (103468):(2021). [10.1016/j.compind.2021.103468] | 1-gen-2021 | Markudova, DenaCagliero, LucaVassio, LucaMellia, MarcoBaralis, Elena + | Computers in Industry_Preventive maintenance.pdf; 1-s2.0-S0166361521000750-main.pdf; Computers in Industry Predictive maintenance Post print.pdf |
| A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps / Cerquitelli, T., Corso, E.D., Proto, S., Bethaz, P., Mazzarelli, D., Capozzoli, A., Baralis, E., Mellia, M., Casagrande, S., Tamburini, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 9:12(2020), pp. 1-26. [10.3390/electronics9122132] | 1-gen-2020 | Cerquitelli T.Bethaz P.Mazzarelli D.Capozzoli A.Baralis E.Mellia M. + | electronics-09-02132-v2.pdf |
| Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis / Renga, D., Apiletti, D., Giordano, D., Nisi, M., Huang, T., Zhang, Y., Mellia, M., Baralis, E.. - In: COMPUTING. - ISSN 1436-5057. - ELETTRONICO. - (2020), pp. 1-13. [10.1007/s00607-019-00781-w] | 1-gen-2020 | Daniela RengaDaniele ApilettiDanilo GiordanoMatteo NisiTao HuangYang ZhangMarco MelliaElena Baralis | Enel___Extension (1).pdf; Renga2020_Article_Data-drivenExploratoryModelsOf.pdf |
| Effective video hyperlinking by means of enriched feature sets and monomodal query combinations / Kavoosifar, M.R., Apiletti, D., Baralis, E., Garza, P., Huet, B.. - In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL. - ISSN 2192-6611. - ELETTRONICO. - 9:(2020), pp. 215-227. [10.1007/s13735-019-00173-y] | 1-gen-2020 | Mohammad Reza KavoosifarDaniele ApilettiElena BaralisPaolo Garza + | IJMIR__Journal_2017_Behnam.pdf; s13735-019-00173-y.pdf |
| entity2rec: Property-specific knowledge graph embeddings for item recommendation / Palumbo, E., Monti, D., Rizzo, G., Troncy, R., Baralis, E.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 151:113235(2020), pp. 1-18. [10.1016/j.eswa.2020.113235] | 1-gen-2020 | Enrico PalumboDiego MontiGiuseppe RizzoElena Baralis + | entity2rec.pdf; 1-s2.0-S0957417420300610-main.pdf |
| Exploiting pivot words to classify and summarize discourse facets of scientific papers / La Quatra, M., Cagliero, L., Baralis, E.. - In: SCIENTOMETRICS. - ISSN 0138-9130. - STAMPA. - 125:(2020), pp. 3139-3157. [10.1007/s11192-020-03532-3] | 1-gen-2020 | La Quatra M.Cagliero L.Baralis E. | post_print_SCIM_2020.pdf; s11192-020-03532-3.pdf |