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CERQUITELLI, TANIA

CERQUITELLI, TANIA  

Dipartimento di Automatica e Informatica  

011909  

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Explaining Concept Drift via Neuro-Symbolic Rules / Basci, Pietro; Greco, Salvatore; Manigrasso, Francesco; Cerquitelli, Tania; Morra, Lia. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno European Workshop on Trustworthy AI (TRUST-AI) tenutosi a Bologna nel 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). (Intervento presentato al convegno 36th British Machine Vision Conference tenutosi a Sheffield (UK) nel 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). (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 -
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. (Intervento presentato al convegno Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention) tenutosi a Daejeon (KOR) nel 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
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. (Intervento presentato al convegno European Conference on Computer Vision tenutosi a Milan (ITA) nel 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). (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 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). (Intervento presentato al convegno Interspeech 2025 tenutosi a Rotterdam (NL) nel 17-21 August, 2025). 1-gen-2025 Alkis KoudounasTania CerquitelliElena Baralis + 2505.20050v1.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). (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