Archivio Istituzionale della RicercaCERQUITELLI, TANIA
CERQUITELLI, TANIA
Dipartimento di Automatica e Informatica
011909
Concept-based Explainable Artificial Intelligence: A Survey
In corso di stampa Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
Advances on data management systems
2025 Bellatreche, L.; Dumas, M.; Karras, P.; Matulevicius, R.; Chiusano, S.; Cerquitelli, T.; Wrembel, R.
Investigating the Potential of Latent Space for the Classification of Paint Defects
2025 Almhaithawi, Doaa; Bellini, Alessandro; Chasparis, Georgios C.; Cerquitelli, Tania
Linearly-interpretable concept embedding models for text analysis
2025 De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Giordano, Danilo; Cerquitelli, Tania
Quantify production planning efficiency through predictive modeling in manufacturing systems
2025 Monaco, Simone; Apiletti, Daniele; Francica, Andrea; Cerquitelli, Tania
Real-time latency prediction for cloud gaming applications
2025 Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido
Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications
2025 Greco, Salvatore; La Quatra, Moreno; Cagliero, Luca; Cerquitelli, Tania
Unsupervised Concept Drift Detection From Deep Learning Representations in Real-Time
2025 Greco, Salvatore; Vacchetti, Bartolomeo; Apiletti, Daniele; Cerquitelli, Tania
Edge-device Collaborative Computing for Multi-view Classification
2024 Palena, Marco; Cerquitelli, Tania; Chiasserini, Carla Fabiana
Explaining deep convolutional models by measuring the influence of interpretable features in image classification
2024 Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
2024 Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers
2024 Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele
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
Toward Unbiased High-Quality Portraits through Latent-Space Evaluation
2024 Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania
Machine learning empowered computer networks
2023 Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni
Cinematographic Shot Classification with Deep Ensemble Learning
2022 Vacchetti, B.; Cerquitelli, T.
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
Diversity and Inclusion Activities in Database Conferences: A 2021 Report
2022 Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, Philippe; Borovica-Gajic, Renata; Catania, Barbara; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Chrysanthis, Panos K.; Curino, Carlo; Darmont, J('(e))r(^(o))me; El Abbadi, Amr; Floratou, Avrilia; Freire, Juliana; Jindal, Alekh; Kalogeraki, Vana; Koutrika, Georgia; Kumar, Arun; Maiyya, Sujaya; Meliou, Alexra; Mohanty, Madhulika; Naumann, Felix; Sina Noack, Nele; Ozcan, Fatma; Peterfreund, Liat; Rahayu, Wenny; Tan, Wang-Chiew; Tian, Yuanyuan; Tozun, Pinar; Vargas-Solar, Genoveva; Yadwadkar, Neeraja J.; Zhang, Meihui
Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization
2022 DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, Tania
Trusting deep learning natural-language models via local and global explanations
2022 Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Concept-based Explainable Artificial Intelligence: A Survey / Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - In: ACM COMPUTING SURVEYS. - ISSN 0360-0300. - (In corso di stampa). | In corso di stampa | Poeta, EleonoraCiravegna, GabrielePastor, ElianaCerquitelli, TaniaBaralis, Elena | - |
| Advances on data management systems / Bellatreche, L.; Dumas, M.; Karras, P.; Matulevicius, R.; Chiusano, S.; Cerquitelli, T.; Wrembel, R.. - In: INFORMATION SYSTEMS. - ISSN 0306-4379. - 127:(2025), pp. 1-2. [10.1016/j.is.2024.102467] | 1-gen-2025 | Chiusano S.Cerquitelli T. + | 1-s2.0-S030643792400125X-main.pdf |
| Investigating the Potential of Latent Space for the Classification of Paint Defects / Almhaithawi, Doaa; Bellini, Alessandro; Chasparis, Georgios C.; Cerquitelli, Tania. - In: JOURNAL OF IMAGING. - ISSN 2313-433X. - 11:2(2025). [10.3390/jimaging11020033] | 1-gen-2025 | Almhaithawi, DoaaCerquitelli, Tania + | jimaging-11-00033 (2).pdf |
| Linearly-interpretable concept embedding models for text analysis / De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Giordano, Danilo; Cerquitelli, Tania. - In: MACHINE LEARNING. - ISSN 0885-6125. - ELETTRONICO. - 114:10(2025). [10.1007/s10994-025-06839-5] | 1-gen-2025 | De Santis, FrancescoBich, PhilippeCiravegna, GabrieleGiordano, DaniloCerquitelli, Tania + | s10994-025-06839-5.pdf |
| Quantify production planning efficiency through predictive modeling in manufacturing systems / Monaco, Simone; Apiletti, Daniele; Francica, Andrea; Cerquitelli, Tania. - In: COMPUTERS & INDUSTRIAL ENGINEERING. - ISSN 0360-8352. - ELETTRONICO. - 201:(2025). [10.1016/j.cie.2025.110919] | 1-gen-2025 | Monaco, SimoneApiletti, DanieleCerquitelli, Tania + | 1-s2.0-S0360835225000658-main.pdf |
| Real-time latency prediction for cloud gaming applications / Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - 264:(2025). [10.1016/j.comnet.2025.111235] | 1-gen-2025 | Monaco, DorianaSacco, AlessioSpina, DanieleStrada, FrancescoBottino, AndreaCerquitelli, TaniaMarchetto, Guido | 1-s2.0-S1389128625002038-main.pdf |
| Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications / Greco, Salvatore; La Quatra, Moreno; Cagliero, Luca; Cerquitelli, Tania. - 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 |
| Unsupervised Concept Drift Detection From Deep Learning Representations in Real-Time / Greco, Salvatore; Vacchetti, Bartolomeo; Apiletti, Daniele; Cerquitelli, Tania. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1558-2191. - 37:10(2025), pp. 6232-6245. [10.1109/TKDE.2025.3593123] | 1-gen-2025 | Salvatore GrecoBartolomeo VacchettiDaniele ApilettiTania Cerquitelli | Unsupervised Concept Drift Detection from Deep Learning Representations in Real-time.pdf; Unsupervised_Concept_Drift_Detection_From_Deep_Learning_Representations_in_Real-Time.pdf |
| Edge-device Collaborative Computing for Multi-view Classification / Palena, Marco; Cerquitelli, Tania; Chiasserini, Carla Fabiana. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - STAMPA. - 254:(2024), pp. 1-15. [10.1016/j.comnet.2024.110823] | 1-gen-2024 | Marco PalenaTania CerquitelliCarla Fabiana Chiasserini | DMVOC___MultiView.pdf; 1-s2.0-S1389128624006558-main.pdf |
| Explaining deep convolutional models by measuring the influence of interpretable features in image classification / Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania. - In: DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1573-756X. - 38:(2024), pp. 3169-3226. [10.1007/s10618-023-00915-x] | 1-gen-2024 | Ventura, FrancescoGreco, SalvatoreApiletti, DanieleCerquitelli, Tania | s10618-023-00915-x.pdf |
| Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches / Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 13:18(2024). [10.3390/electronics13183693] | 1-gen-2024 | Ciravegna G.Galante F.Giordano D.Cerquitelli T.Mellia M. | electronics-13-03693.pdf |
| NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers / Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele. - In: PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION. - ISSN 2573-0142. - 8:CSCW2(2024), pp. 1-25. [10.1145/3686924] | 1-gen-2024 | Greco, SalvatoreCerquitelli, TaniaQuercia, Daniele + | NLPGuard- A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers.pdf; 2407.01697v1.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 |
| Toward Unbiased High-Quality Portraits through Latent-Space Evaluation / Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania. - In: JOURNAL OF IMAGING. - ISSN 2313-433X. - ELETTRONICO. - 10:7(2024). [10.3390/jimaging10070157] | 1-gen-2024 | Doaa AlmhaithawiTania Cerquitelli + | Toward+Unbiased+High-Quality+Portraits+through+Latent-Space+Evaluation.pdf |
| Machine learning empowered computer networks / Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - STAMPA. - 230:(2023), p. 109807. [10.1016/j.comnet.2023.109807] | 1-gen-2023 | Cerquitelli, TaniaMeo, Michela + | 1-s2.0-S1389128623002529-main.pdf |
| Cinematographic Shot Classification with Deep Ensemble Learning / Vacchetti, B.; Cerquitelli, T.. - In: ELECTRONICS. - ISSN 2079-9292. - 11:10(2022), p. 1570. [10.3390/electronics11101570] | 1-gen-2022 | Vacchetti B.Cerquitelli T. | Cinematographic_Shot_Classification_with_Deep_Ensemble_Learning__1_.pdf |
| Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide. - 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 |
| Diversity and Inclusion Activities in Database Conferences: A 2021 Report / Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, Philippe; Borovica-Gajic, Renata; Catania, Barbara; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Chrysanthis, Panos K.; Curino, Carlo; Darmont, J('(e))r(^(o))me; El Abbadi, Amr; Floratou, Avrilia; Freire, Juliana; Jindal, Alekh; Kalogeraki, Vana; Koutrika, Georgia; Kumar, Arun; Maiyya, Sujaya; Meliou, Alexra; Mohanty, Madhulika; Naumann, Felix; Sina Noack, Nele; Ozcan, Fatma; Peterfreund, Liat; Rahayu, Wenny; Tan, Wang-Chiew; Tian, Yuanyuan; Tozun, Pinar; Vargas-Solar, Genoveva; Yadwadkar, Neeraja J.; Zhang, Meihui. - In: SIGMOD RECORD. - ISSN 1943-5835. - ELETTRONICO. - 51:2(2022), pp. 69-73. [10.1145/3552490.3552510] | 1-gen-2022 | Tania CerquitelliSilvia Chiusano + | 3552490.3552510-SigModRecord.pdf |
| Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization / DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, Tania. - In: APPLIED SCIENCES. - ISSN 2076-3417. - 12:10(2022), p. 5125. [10.3390/app12105125] | 1-gen-2022 | Evelina Di CorsoStefano ProtoBartolomeo VacchettiPaolo BethazTania Cerquitelli | Escape_MDPI (1).pdf; applsci-12-05125.pdf |
| Trusting deep learning natural-language models via local and global explanations / Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania. - In: KNOWLEDGE AND INFORMATION SYSTEMS. - ISSN 0219-1377. - 64:(2022), pp. 1863-1907. [10.1007/s10115-022-01690-9] | 1-gen-2022 | Ventura,FrancescoGreco,SalvatoreApiletti,DanieleCerquitelli,Tania | Trusting deep learning natural-language models via local and global explanations.pdf; s10115-022-01690-9.pdf |