CERQUITELLI, TANIA
CERQUITELLI, TANIA
Dipartimento di Automatica e Informatica
011909
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
In corso di stampa Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
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
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers
In corso di stampa Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele
Towards Self-Learning Data Transformation
In corso di stampa Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina
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
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
Toward Unbiased High-Quality Portraits through Latent-Space Evaluation
2024 Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania
Data-driven energy demand forecasting for electric vehicle charging infrastructure
2023 Meddi, S.; Cavaglion, S.; Cerquitelli, T.; Manfredi, E.; Regalia, A.; Menolascino, R.; Zardo, G.
Diversità è cambiamento. Bilancio di genere 2023 - Politecnico di Torino
2023 Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Falzea, Luca; Montorsi, Arianna; Temporin, Greta
Explaining deep convolutional models by measuring the influence of interpretable features in image classification
2023 Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network
2023 Capodicasa, I.; Cerquitelli, T.
GINN: Towards Gender InclusioNeural Network
2023 Berta, M.; Vacchetti, B.; Cerquitelli, T.
Inclusively: An AI-Based Assistant for Inclusive Writing
2023 LA QUATRA, Moreno; Greco, Salvatore; Cagliero, Luca; Cerquitelli, Tania
LEMMS: Label Estimation of Multi-Feature Movie Segments
2023 Vacchetti, Bartolomeo; Dawit, Mureja; Cerquitelli, Tania
Machine learning empowered computer networks
2023 Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni
Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences
2023 Vacchetti, Bartolomeo; Cerquitelli, Tania
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (In corso di stampa). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Torino). | In corso di stampa | Poeta,EleonoraGiobergia,FlavioPastor,ElianaCerquitelli,TaniaBaralis,Elena | - |
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 |
NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers / Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele. - (In corso di stampa). (Intervento presentato al convegno CSCW '24: Computer-Supported Cooperative Work and Social Computing). | In corso di stampa | Greco, SalvatoreCerquitelli, TaniaQuercia, Daniele + | 2407.01697v1.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 | - |
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 |
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 (Greece) nel Oct. 2024). | 1-gen-2024 | G. Di GiacomoT. CerquitelliC. F. Chiasserini + | Multi_View_Latent_Diffusion.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 July 2024). | 1-gen-2024 | Giuseppe Di GiacomoTania CerquitelliCarla Fabiana Chiasserini + | Poster___Multi_View_Latent_Diffusion.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. - (2024). | 1-gen-2024 | Marco PalenaTania CerquitelliCarla Fabiana Chiasserini | DMVOC___MultiView.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 |
Data-driven energy demand forecasting for electric vehicle charging infrastructure / Meddi, S.; Cavaglion, S.; Cerquitelli, T.; Manfredi, E.; Regalia, A.; Menolascino, R.; Zardo, G.. - ELETTRONICO. - 3379:(2023), pp. 1-9. (Intervento presentato al convegno EDBT/ICDT 2023 Joint Conference tenutosi a Ioannina (GRC) nel 28th March - 31st March, 2023). | 1-gen-2023 | Meddi S.Cerquitelli T. + | DARLI-AP_2023_7.pdf |
Diversità è cambiamento. Bilancio di genere 2023 - Politecnico di Torino / Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Falzea, Luca; Montorsi, Arianna; Temporin, Greta. - (2023). | 1-gen-2023 | Cerquitelli, TaniaColombelli, AlessandraDe Giorgi, ClaudiaFalzea, LucaMontorsi, AriannaTemporin, Greta | BilancioDiGenere_2023_DEF.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. - (2023). [10.1007/s10618-023-00915-x] | 1-gen-2023 | Ventura, FrancescoGreco, SalvatoreApiletti, DanieleCerquitelli, Tania | s10618-023-00915-x.pdf |
Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network / Capodicasa, I.; Cerquitelli, T.. - ELETTRONICO. - 3379:(2023), pp. 1-8. (Intervento presentato al convegno EDBT/ICDT 2023 Joint Conference - 7th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) tenutosi a Ioannina (Greece) nel 28th March - 31st March, 2023). | 1-gen-2023 | Capodicasa I.Cerquitelli T. | DARLI-AP_2023_10.pdf |
GINN: Towards Gender InclusioNeural Network / Berta, M.; Vacchetti, B.; Cerquitelli, T.. - (2023), pp. 4119-4126. (Intervento presentato al convegno 2023 IEEE International Conference on Big Data (BigData) tenutosi a Sorrento (IT) nel 15-18 december 2023) [10.1109/BigData59044.2023.10386328]. | 1-gen-2023 | Vacchetti B.Cerquitelli T. + | GINN__Gender_InclusioNeural_Network.pdf; GINN_Towards_Gender_InclusioNeural_Network.pdf |
Inclusively: An AI-Based Assistant for Inclusive Writing / LA QUATRA, Moreno; Greco, Salvatore; Cagliero, Luca; Cerquitelli, Tania. - 14175:(2023), pp. 361-365. (Intervento presentato al convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases tenutosi a Turin (ITA) nel September 18th-22th 2023) [10.1007/978-3-031-43430-3_31]. | 1-gen-2023 | Moreno La QuatraSalvatore GrecoLuca CaglieroTania Cerquitelli | 978-3-031-43430-3_31.pdf |
LEMMS: Label Estimation of Multi-Feature Movie Segments / Vacchetti, Bartolomeo; Dawit, Mureja; Cerquitelli, Tania. - ELETTRONICO. - (2023), pp. 3019-3027. (Intervento presentato al convegno ICCV 2023 Workshop on AI for Creative Video Editing and Understanding tenutosi a Paris (FR) nel 02-06 October 2023) [10.1109/ICCVW60793.2023.00325]. | 1-gen-2023 | Vacchetti BartolomeoCerquitelli Tania + | 14.pdf; LEMMS_Label_Estimation_of_Multi-feature_Movie_Segments.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 |
Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences / Vacchetti, Bartolomeo; Cerquitelli, Tania. - 13804:(2023), pp. 660-675. (Intervento presentato al convegno 17th European Conference on Computer Vision (ECCV 2022) tenutosi a Tel-Aviv nel 23-27 Ottobre 2022) [10.1007/978-3-031-25069-9_42]. | 1-gen-2023 | Vacchetti, BartolomeoTania, Cerquitelli | Movie Lens.pdf; 978-3-031-25069-9_42.pdf |