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
Concept-based Explainable Artificial Intelligence: A Survey
In corso di stampa Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
Explaining Concept Drift via Neuro-Symbolic Rules
In corso di stampa Basci, Pietro; Greco, Salvatore; Manigrasso, Francesco; Cerquitelli, Tania; Morra, Lia
HydroChronos: Forecasting Decades of Surface Water Change
In corso di stampa Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers
In corso di stampa Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
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
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
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
Linearly-interpretable concept embedding models for text analysis
2025 De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Giordano, Danilo; Cerquitelli, Tania
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
Prime convolutional model: Breaking the ground for theoretical explainability
2025 Panelli, Francesco; Almhaithawi, Doaa; Cerquitelli, Tania; Bellini, Alessandro
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
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Concept-based approach to Voice Disorder Detection / Ghia, Davide; Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania. - (In corso di stampa). (Intervento presentato al convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025 - Workshop & Tutorial Track tenutosi a Porto (PRT) nel September 15-19, 2025). | In corso di stampa | Davide GhiaGabriele CiravegnaAlkis KoudounasTania Cerquitelli + | - |
| 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 | Survey_Concept_based_Explainability_v1.pdf |
| Explaining Concept Drift via Neuro-Symbolic Rules / Basci, Pietro; Greco, Salvatore; Manigrasso, Francesco; Cerquitelli, Tania; Morra, Lia. - ELETTRONICO. - (In corso di stampa). ( European Workshop on Trustworthy AI (TRUST-AI) Bologna 25-26 ottobre 2025). | In corso di stampa | Pietro BasciSalvatore GrecoFrancesco ManigrassoTania CerquitelliLia Morra | TRUST_AI_Workshop___ECAI25.pdf |
| HydroChronos: Forecasting Decades of Surface Water Change / Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - (In corso di stampa). (Intervento presentato al convegno International Conference on Advances in Geographic Information Systems 2025 tenutosi a Minneapolis (USA) nel November 3 - 6, 2025). | In corso di stampa | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza + | SIGSPATIAL.pdf |
| MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers / Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.. - (In corso di stampa). ( 36th British Machine Vision Conference Sheffield (UK) 24th - 27th November 2025). | In corso di stampa | Poeta, EleonoraCerquitelli, TaniaBaralis, Elena + | BMVC2025__MedOpenSeg.pdf |
| 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, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria 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, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; Cerquitelli, Tania. - 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 |
| 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 |
| 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. - 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 |
| 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 |
| Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses / Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena. - 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, Alkis; La Quatra, Moreno; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Marco Siniscalchi, Sabato; Baralis, Elena. - (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 |
| Prime convolutional model: Breaking the ground for theoretical explainability / Panelli, Francesco; Almhaithawi, Doaa; Cerquitelli, Tania; Bellini, Alessandro. - In: INFORMATION SCIENCES. - ISSN 0020-0255. - ELETTRONICO. - 728:(2025). [10.1016/j.ins.2025.122815] | 1-gen-2025 | Almhaithawi, DoaaCerquitelli, Tania + | INS_D_24_2972_R3.pdf; Panelli_et_al_IS_2024.pdf; 1-s2.0-S002002552500951X-main.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 |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (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 |