Archivio Istituzionale della RicercaCERQUITELLI, TANIA
CERQUITELLI, TANIA
Dipartimento di Automatica e Informatica
011909
A Concept-based approach to Voice Disorder Detection
In corso di stampa Ghia, Davide; Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania
Towards Self-Learning Data Transformation
In corso di stampa Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina
Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation
2026 Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
V-CEM: Bridging Performance and Intervenability in Concept-Based Models
2026 De Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania
Explaining Concept Drift via Neuro-Symbolic Rules
2025 Basci, Pietro; Greco, Salvatore; Manigrasso, Francesco; Cerquitelli, Tania; Morra, Lia
HydroChronos: Forecasting Decades of Surface Water Change
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers
2025 Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses
2025 Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena
MVP: Multi-source Voice Pathology detection
2025 Koudounas, Alkis; La Quatra, Moreno; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Marco Siniscalchi, Sabato; Baralis, Elena
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
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
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
Voice Disorder Analysis: a Transformer-based Approach
2024 Koudounas, Alkis; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Baralis, Elena
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Concept-based approach to Voice Disorder Detection / Ghia, D., Ciravegna, G., Koudounas, A., Fantini, M., Crosetti, E., Succo, G., Cerquitelli, T.. - (In corso di stampa). (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025 - Workshop & Tutorial Track Porto (PRT) September 15-19, 2025). | In corso di stampa | Davide GhiaGabriele CiravegnaAlkis KoudounasTania Cerquitelli + | - |
| Towards Self-Learning Data Transformation / Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina. - STAMPA. - (In corso di stampa). ( Women in machine learning Workshop 2016 Barcelona, Spain 4-5 December, 2016). | In corso di stampa | BARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNADI CORSO, EVELINA | - |
| Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation / Poeta, E., Vargas, L., Falcetta, D., Marciano', V., Pastor, E., Cerquitelli, T., Baralis, E., Zuluaga, M.A.. - 16142:(2026), pp. 52-62. (Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention) Daejeon (KOR) September 23rd -27th, 2025) [10.1007/978-3-032-05559-0_6]. | 1-gen-2026 | Eleonora PoetaEliana PastorTania CerquitelliElena Baralis + | 978-3-032-05559-0.pdf; Divergence_Aware_Training_with_Automatic_Subgroup_Mitigation_for_Breast_Tumor_Segmentation.pdf |
| V-CEM: Bridging Performance and Intervenability in Concept-Based Models / De Santis, F., Ciravegna, G., Bich, P., Giordano, D., Cerquitelli, T.. - 2576:(2026), pp. 48-67. (3rd World Conference on Explainable Artificial Intelligence, xAI 2025 Istanbul (TUR) July 9–11, 2025) [10.1007/978-3-032-08317-3_3]. | 1-gen-2026 | Francesco De SantisGabriele CiravegnaPhilippe BichDanilo GiordanoTania Cerquitelli | 978-3-032-08317-3_3.pdf |
| Explaining Concept Drift via Neuro-Symbolic Rules / Basci, P., Greco, S., Manigrasso, F., Cerquitelli, T., Morra, L.. - ELETTRONICO. - 4132:(2025), pp. 61-72. (European Workshop on Trustworthy AI (TRUST-AI) Bologna (ITA) 25-26 ottobre 2025). | 1-gen-2025 | Pietro BasciSalvatore GrecoFrancesco ManigrassoTania CerquitelliLia Morra | short54.pdf |
| HydroChronos: Forecasting Decades of Surface Water Change / Rege Cambrin, D., Poeta, E., Pastor, E., Corley, I., Cerquitelli, T., Baralis, E., Garza, P.. - (2025), pp. 265-276. (33rd ACM International Conference on Advances in Geographic Information Systems Minneapolis (USA) November 3 - 6, 2025) [10.1145/3748636.3762732]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza + | SIGSPATIAL.pdf |
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / Rege Cambrin, D., Poeta, E., Pastor, E., Cerquitelli, T., Baralis, E., Garza, P.. - 15625:(2025), pp. 115-131. (European Conference on Computer Vision Milan (ITA) September 29–October 4, 2024) [10.1007/978-3-031-91835-3_8]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza | ECCV_2024_CVPPA.pdf; 978-3-031-91835-3_8.pdf |
| MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers / Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.. - (2025). ( 36th British Machine Vision Conference Sheffield (UK) 24th - 27th November 2025). | 1-gen-2025 | Poeta, EleonoraCerquitelli, TaniaBaralis, Elena + | BMVC2025__MedOpenSeg.pdf |
| Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses / Liu, Q., Ciravegna, G., Koudounas, A., Cerquitelli, T., Baralis, E.. - 3946:(2025). (Workshops of the EDBT/ICDT 2025 Joint Conference, DARLI-AP Workshop Barcelona (ESP) 25-28 March, 2025). | 1-gen-2025 | Gabriele CiravegnaAlkis KoudounasTania CerquitelliElena Baralis + | DARLI-AP-10.pdf |
| MVP: Multi-source Voice Pathology detection / Koudounas, A., La Quatra, M., Ciravegna, G., Fantini, M., Crosetti, E., Succo, G., Cerquitelli, T., Marco Siniscalchi, S., Baralis, E.. - (2025), pp. 3548-3552. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-1868]. | 1-gen-2025 | Alkis KoudounasTania CerquitelliElena Baralis + | koudounas25b_interspeech.pdf |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, E., Giobergia, F., Pastor, E., Cerquitelli, T., Baralis, E.. - (2024). (IEEE International Conference Application of Information and Communication Technologies Turin (ITA) 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, M., Greco, S., Cagliero, L., Tonti, M., Dragotto, F., Raus, R., Cavagnoli, S., Cerquitelli, T.. - 3651:(2024). (Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop Paestum (IT) 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, M., Greco, S., Tipaldo, G., Cerquitelli, T.. - (2024), pp. 5253-5262. (2024 IEEE International Conference on Big Data (BigData) Washington DC (USA) 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). (2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Athens (Gre) 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, G., Franzese, G., Cerquitelli, T., Chiasserini, C.F., Michiardi, P.. - STAMPA. - (2024). (ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling 2nd SPIGM @ ICML Vienna (Austria) 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). (EDBT/ICDT Paestum (ITA) 25-28 marzo 2024). | 1-gen-2024 | Vacchetti B.Cerquitelli T. + | DARLI-AP-8.pdf |
| DriftLens: A Concept Drift Detection Tool / Greco, S., Vacchetti, B., Apiletti, D., Cerquitelli, T.. - ELETTRONICO. - 27:(2024), pp. 806-809. (Proceedings 27th International Conference on Extending Database Technology ( EDBT 2024 ) Paestum (IT) 25th March - 28th March, 2024). | 1-gen-2024 | Greco, SalvatoreVacchetti, BartolomeoApiletti, DanieleCerquitelli, Tania | DriftLens - A Concept Drift Detection Tool.pdf |
| JEM: An AI-based engine workflow to predict simulation’s execution time on HPC cluster / Vacchetti, B., Cerquitelli, T., Nosenzo, V., Capitelli, E., Chiosso, L., Trocano, M.. - (2024). (2024 International Conference on Control, Automation and Diagnosis (ICCAD) Paris (FRA) 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 |
| Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection - Vision paper / Ciravegna, G., Koudounas, A., Fantini, M., Cerquitelli, T., Baralis, E., Crosetti, E., Succo, G.. - 3651:(2024). (Workshops of the EDBT/ICDT 2024 Joint Conference Paestum (IT) 25-28 March, 2024). | 1-gen-2024 | Ciravegna, GabrieleKoudounas ,AlkisCerquitelli, TaniaBaralis, Elena + | HeDAI-3.pdf |
| Voice Disorder Analysis: a Transformer-based Approach / Koudounas, A., Ciravegna, G., Fantini, M., Crosetti, E., Succo, G., Cerquitelli, T., Baralis, E.. - (2024), pp. 3040-3044. (Interspeech 2024 Kos (GR) 1-5 September, 2024) [10.21437/interspeech.2024-1122]. | 1-gen-2024 | Koudounas, AlkisCiravegna, GabrieleCerquitelli, TaniaBaralis, Elena + | koudounas24_interspeech.pdf |