Archivio Istituzionale della RicercaCERQUITELLI, TANIA
CERQUITELLI, TANIA
Dipartimento di Automatica e Informatica
011909
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
In corso di stampa REGE CAMBRIN, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Towards Self-Learning Data Transformation
In corso di stampa Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina
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
Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses
2025 Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena
Quantify production planning efficiency through predictive modeling in manufacturing systems
2025 Monaco, Simone; Apiletti, Daniele; Francica, Andrea; Cerquitelli, Tania
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
Building Foundations for Inclusiveness through Expert-Annotated Data
2024 La Quatra, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, Francesca; Raus, Rachele; Cavagnoli, Stefania; Cerquitelli, Tania
Decoding Narratives: Towards a Classification Analysis for Stereotypical Patterns in Italian News Headlines
2024 Berta, Matteo; Greco, Salvatore; Tipaldo, Giuseppe; Cerquitelli, Tania
DiMViDA: Diffusion-based Multi-View Data Augmentation
2024 Di Giacomo, G.; Franzese, G.; Cerquitelli, T.; Chiasserini, C. F.; Michiardi, P.
DiMViS: Diffusion-based Multi-View Synthesis
2024 DI GIACOMO, Giuseppe; Franzese, Giulio; Cerquitelli, Tania; Chiasserini, Carla Fabiana; Michiardi, Pietro
DreamShot: Teaching Cinema Shots to Latent Diffusion Models
2024 Massaglia, T.; Vacchetti, B.; Cerquitelli, T.
DriftLens: A Concept Drift Detection Tool
2024 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.
JEM: An AI-based engine workflow to predict simulation’s execution time on HPC cluster
2024 Vacchetti, Bartolomeo; Cerquitelli, Tania; Nosenzo, Vladi; Capitelli, Enrica; Chiosso, Luca; Trocano, Manilo
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers
2024 Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection - Vision paper
2024 Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Cerquitelli, Tania; Baralis, Elena; Crosetti, Erika; Succo, Giovanni
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / REGE CAMBRIN, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - (In corso di stampa). (Intervento presentato al convegno European Conference on Computer Vision). | In corso di stampa | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza | ECCV_2024_CVPPA.pdf |
| Towards Self-Learning Data Transformation / Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina. - STAMPA. - (In corso di stampa). (Intervento presentato al convegno Women in machine learning Workshop 2016 tenutosi a Barcelona, Spain nel 4-5 December, 2016). | In corso di stampa | BARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNADI CORSO, EVELINA | - |
| 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 |
| Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses / Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena. - 3946:(2025). (Intervento presentato al convegno Workshops of the EDBT/ICDT 2025 Joint Conference, DARLI-AP Workshop tenutosi a Barcelona (ESP) nel 25-28 March, 2025). | 1-gen-2025 | Alkis KoudounasTania CerquitelliElena Baralis + | DARLI-AP-10.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 |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (2024). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (ITA) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740444]. | 1-gen-2024 | Poeta, EleonoraGiobergia, FlavioPastor, ElianaCerquitelli, TaniaBaralis, Elena | A_Benchmarking_Study_of_Kolmogorov-Arnold_Networks_on_Tabular_Data (1).pdf |
| Building Foundations for Inclusiveness through Expert-Annotated Data / La Quatra, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, Francesca; Raus, Rachele; Cavagnoli, Stefania; Cerquitelli, Tania. - 3651:(2024). (Intervento presentato al convegno Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop tenutosi a Paestum (IT) nel March 25-28, 2024). | 1-gen-2024 | La Quatra, MorenoGreco, Salvatore GrecoCagliero, LucaTonti, MichelaCerquitelli, Tania + | Building Foundations for Inclusiveness through Expert-Annotated Data.pdf |
| Decoding Narratives: Towards a Classification Analysis for Stereotypical Patterns in Italian News Headlines / Berta, Matteo; Greco, Salvatore; Tipaldo, Giuseppe; Cerquitelli, Tania. - (2024), pp. 5253-5262. (Intervento presentato al convegno 2024 IEEE International Conference on Big Data (BigData) tenutosi a Washington DC (USA) nel 15-18 December 2024) [10.1109/BigData62323.2024.10825258]. | 1-gen-2024 | Berta, MatteoGreco, SalvatoreTipaldo, GiuseppeCerquitelli, Tania | Decoding Narratives- Towards a Classification Analysis for Stereotypical Patterns in Italian News Headlines.pdf; Decoding_Narratives_Towards_a_Classification_Analysis_for_Stereotypical_Patterns_in_Italian_News_Headlines.pdf |
| DiMViDA: Diffusion-based Multi-View Data Augmentation / Di Giacomo, G.; Franzese, G.; Cerquitelli, T.; Chiasserini, C. F.; Michiardi, P.. - ELETTRONICO. - (2024). (Intervento presentato al convegno 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) tenutosi a Athens (Gre) nel 21-23 October 2024). | 1-gen-2024 | G. Di GiacomoT. CerquitelliC. F. Chiasserini + | Multi_View_Latent_Diffusion.pdf; p333-di_giacomo_p.pdf |
| DiMViS: Diffusion-based Multi-View Synthesis / DI GIACOMO, Giuseppe; Franzese, Giulio; Cerquitelli, Tania; Chiasserini, Carla Fabiana; Michiardi, Pietro. - STAMPA. - (2024). (Intervento presentato al convegno ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling 2nd SPIGM @ ICML tenutosi a Vienna (Austria) nel 21-27 July 2024). | 1-gen-2024 | Giuseppe Di GiacomoTania CerquitelliCarla Fabiana Chiasserini + | 95_DiMViS_Diffusion_based_Mult.pdf |
| DreamShot: Teaching Cinema Shots to Latent Diffusion Models / Massaglia, T.; Vacchetti, B.; Cerquitelli, T.. - 3651:(2024). (Intervento presentato al convegno EDBT/ICDT tenutosi a Paestum (ITA) nel 25-28 marzo 2024). | 1-gen-2024 | Vacchetti B.Cerquitelli T. + | DARLI-AP-8.pdf |
| DriftLens: A Concept Drift Detection Tool / Greco, Salvatore; Vacchetti, Bartolomeo; Apiletti, Daniele; Cerquitelli, Tania. - ELETTRONICO. - 27:(2024), pp. 806-809. (Intervento presentato al convegno Proceedings 27th International Conference on Extending Database Technology ( EDBT 2024 ) tenutosi a Paestum (IT) nel 25th March - 28th March, 2024). | 1-gen-2024 | Greco, SalvatoreVacchetti, BartolomeoApiletti, DanieleCerquitelli, Tania | DriftLens - A Concept Drift Detection Tool.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 |
| JEM: An AI-based engine workflow to predict simulation’s execution time on HPC cluster / Vacchetti, Bartolomeo; Cerquitelli, Tania; Nosenzo, Vladi; Capitelli, Enrica; Chiosso, Luca; Trocano, Manilo. - (2024). (Intervento presentato al convegno 2024 International Conference on Control, Automation and Diagnosis (ICCAD) tenutosi a Paris (FRA) nel 15-17 may 2024) [10.1109/ICCAD60883.2024.10553971]. | 1-gen-2024 | Bartolomeo VacchettiTania Cerquitelli + | ICCAD24_paper_5555.pdf; JEM_An_AI-based_engine_workflow_to_predict_simulations_execution_time_on_HPC_cluster.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:(2024), pp. 1-25. (Intervento presentato al convegno 27th ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2024 tenutosi a San José (CRI) nel November 9-13, 2024) [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 |
| Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection - Vision paper / Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Cerquitelli, Tania; Baralis, Elena; Crosetti, Erika; Succo, Giovanni. - 3651:(2024). (Intervento presentato al convegno Workshops of the EDBT/ICDT 2024 Joint Conference tenutosi a Paestum (IT) nel 25-28 March, 2024). | 1-gen-2024 | Ciravegna, GabrieleKoudounas ,AlkisCerquitelli, TaniaBaralis, Elena + | HeDAI-3.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 |