Archivio Istituzionale della RicercaCAGLIERO, LUCA
CAGLIERO, LUCA
Dipartimento di Automatica e Informatica
023058
LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation
In corso di stampa Napolitano, Davide; Cagliero, Luca
Leveraging large language models for abstractive summarization of Italian legal news
2026 Benedetto, Irene; Cagliero, Luca; Ferro, Michele; Tarasconi, Francesco; Bernini, Claudia; Giacalone, Giuseppe
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection
2026 Yassine, Ali; Cagliero, Luca; Vassio, Luca
Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning
2026 Papicchio, S.; Rossi, S.; Cagliero, L.; Papotti, P.
A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding
2025 Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca
Boosting court judgment prediction and explanation using legal entities
2025 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
Discovering SpatioTemporally Invariant Event Patterns From Mobility Data
2025 Colomba, Luca; Cagliero, Luca; Garza, Paolo
LegItBART: a summarization model for Italian legal documents
2025 Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca
QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data
2025 Papicchio, Simone; Papotti, Paolo; Cagliero, Luca
Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications
2025 Greco, Salvatore; La Quatra, Moreno; Cagliero, Luca; Cerquitelli, Tania
Abstractive video lecture summarization: applications and future prospects
2024 Benedetto, Irene; LA QUATRA, Moreno; Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
Efficient Neural Network-based Estimation of Interval Shapley Values
2024 Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
Emotion Recognition from Videos Using Multimodal Large Language Models
2024 Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks
2024 La Quatra, Moreno; Gallipoli, Giuseppe; Cagliero, Luca
TASP: Topic-based abstractive summarization of Facebook text posts
2024 Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino
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
BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization
2023 LA QUATRA, Moreno; Cagliero, Luca
Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories
2023 Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
Density-based Clustering by Means of Bridge Point Identification
2023 Colomba, Luca; Cagliero, Luca; Garza, Paolo
Early portfolio pruning: a scalable approach to hybrid portfolio selection
2023 Gioia, Daniele G.; Fior, Jacopo; Cagliero, Luca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation / Napolitano, D., Cagliero, L.. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - (In corso di stampa), pp. 1-10. [10.1109/tai.2025.3645716] | In corso di stampa | Napolitano, DavideCagliero, Luca | IEEE_TAI___EfficientFastSHAP.pdf |
| Leveraging large language models for abstractive summarization of Italian legal news / Benedetto, I., Cagliero, L., Ferro, M., Tarasconi, F., Bernini, C., Giacalone, G.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - 34:2(2026), pp. 421-441. [10.1007/s10506-025-09431-3] | 1-gen-2026 | Benedetto, IreneCagliero, Luca + | s10506-025-09431-3.pdf |
| On Cost-Effectiveness of Language Models for Time Series Anomaly Detection / Yassine, A., Cagliero, L., Vassio, L.. - In: INFORMATION. - ISSN 2078-2489. - 17:1(2026). [10.3390/info17010072] | 1-gen-2026 | Yassine, AliCagliero, LucaVassio, Luca | information-17-00072.pdf |
| Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning / Papicchio, S., Rossi, S., Cagliero, L., Papotti, P.. - In: TRANSACTIONS ON MACHINE LEARNING RESEARCH. - ISSN 2835-8856. - 2026-:(2026). | 1-gen-2026 | Papicchio S.Cagliero L. + | - |
| A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding / Vaiani, L., Napolitano, D., Cagliero, L.. - In: COMPUTERS. - ISSN 2073-431X. - 14:9(2025). [10.3390/computers14090362] | 1-gen-2025 | Vaiani, LorenzoNapolitano, DavideCagliero, Luca | computers-14-00362.pdf |
| 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 |
| Discovering SpatioTemporally Invariant Event Patterns From Mobility Data / Colomba, L., Cagliero, L., Garza, P.. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 26:10(2025), pp. 15309-15322. [10.1109/tits.2025.3595382] | 1-gen-2025 | Colomba, LucaCagliero, LucaGarza, Paolo | TITS3595382.pdf; Discovering_SpatioTemporally_Invariant_Event_Patterns_From_Mobility_Data.pdf |
| LegItBART: a summarization model for Italian legal documents / Benedetto, I., La Quatra, M., Cagliero, L.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - (2025). [10.1007/s10506-025-09436-y] | 1-gen-2025 | Benedetto, IreneLa Quatra, MorenoCagliero, Luca | s10506-025-09436-y.pdf |
| QATCH: Automatic Evaluation of SQL-Centric Tasks on Proprietary Data / Papicchio, S., Papotti, P., Cagliero, L.. - In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. - ISSN 2157-6904. - 16:2(2025), pp. 1-26. [10.1145/3712704] | 1-gen-2025 | Papicchio, SimoneCagliero, Luca + | 3712704.pdf |
| Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications / Greco, S., La Quatra, M., Cagliero, L., Cerquitelli, T.. - In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. - ISSN 2157-6904. - ELETTRONICO. - 16:4(2025), pp. 1-24. [10.1145/3729237] | 1-gen-2025 | Greco, SalvatoreLa Quatra, MorenoCagliero, LucaCerquitelli, Tania | Towards+AI-Assisted+Inclusive+Language+Writing+in+Italian+Formal+Communications.pdf |
| Abstractive video lecture summarization: applications and future prospects / Benedetto, I., LA QUATRA, M., Cagliero, L., Canale, L., Farinetti, L.. - In: EDUCATION AND INFORMATION TECHNOLOGIES. - ISSN 1573-7608. - 29:(2024), pp. 2951-2971. [10.1007/s10639-023-11855-w] | 1-gen-2024 | Irene BenedettoMoreno La QuatraLuca CaglieroLorenzo CanaleLaura Farinetti | Paper_video_lectures_summarization_300921 (1).pdf; s10639-023-11855-w.pdf |
| Efficient Neural Network-based Estimation of Interval Shapley Values / Napolitano, D., Vaiani, L., Cagliero, L.. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1041-4347. - 36:12(2024), pp. 8108-8119. [10.1109/TKDE.2024.3420180] | 1-gen-2024 | Davide NapolitanoLorenzo VaianiLuca Cagliero | Efficient_Neural_Network-based_Estimation_of_Interval_Shapley_Values.pdf; Efficient_Neural_Network-Based_Estimation_of_Interval_Shapley_Values.pdf |
| Emotion Recognition from Videos Using Multimodal Large Language Models / Vaiani, L., Cagliero, L., Garza, P.. - In: FUTURE INTERNET. - ISSN 1999-5903. - 16:7(2024). [10.3390/fi16070247] | 1-gen-2024 | Lorenzo VaianiLuca CaglieroPaolo Garza | futureinternet-16-00247-v2.pdf |
| Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks / La Quatra, M., Gallipoli, G., Cagliero, L.. - In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. - ISSN 2157-6912. - ELETTRONICO. - 15:5(2024), pp. 1-38. [10.1145/3678179] | 1-gen-2024 | La Quatra, MorenoGallipoli, GiuseppeCagliero, Luca | Self-supervised_Text_Style_Transfer_Using_Cycle-Consistent_Adversarial_Networks.pdf; Self-supervised_Text_Style_Transfer_Using_Cycle-Consistent_Adversarial_Networks.pdf |
| TASP: Topic-based abstractive summarization of Facebook text posts / Benedetto, I., La Quatra, M., Cagliero, L., Vassio, L., Trevisan, M.. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 225, Part B:(2024). [10.1016/j.eswa.2024.124567] | 1-gen-2024 | Benedetto, IreneLa Quatra, MorenoCagliero, LucaVassio, LucaTrevisan, Martino | 1-s2.0-S0957417424014349-main.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 |
| BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization / LA QUATRA, M., Cagliero, L.. - In: FUTURE INTERNET. - ISSN 1999-5903. - ELETTRONICO. - 15:1(2023), pp. 1-13. [10.3390/fi15010015] | 1-gen-2023 | Moreno La QuatraLuca Cagliero | FI2023.pdf |
| Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories / Cagliero, L., Canale, L., Farinetti, L.. - In: ALGORITHMS. - ISSN 1999-4893. - 16:10(2023). [10.3390/a16100464] | 1-gen-2023 | Luca CaglieroLorenzo CanaleLAURA FARINETTI | PrePrintVersion.pdf; algorithms-16-00464-v2.pdf |
| Density-based Clustering by Means of Bridge Point Identification / Colomba, L., Cagliero, L., Garza, P.. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1041-4347. - 35:11(2023), pp. 11274-11287. [10.1109/TKDE.2022.3232315] | 1-gen-2023 | Colomba, LucaCagliero, LucaGarza, Paolo | TKDE_OA.pdf; Density-Based_Clustering_by_Means_of_Bridge_Point_Identification.pdf |
| Early portfolio pruning: a scalable approach to hybrid portfolio selection / Gioia, D.G., Fior, J., Cagliero, L.. - In: KNOWLEDGE AND INFORMATION SYSTEMS. - ISSN 0219-1377. - (2023). [10.1007/s10115-023-01832-7] | 1-gen-2023 | Gioia, Daniele G.Fior, JacopoCagliero, Luca | KAIS_EPP_GioiaFiorCagliero.pdf |