Archivio Istituzionale della RicercaGIOBERGIA, FLAVIO
GIOBERGIA, FLAVIO
Dipartimento di Automatica e Informatica
036130
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
A Contrastive Learning Approach to Mitigate Bias in Speech Models
2024 Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena
AI models for automated segmentation of engineered polycystic kidney tubules
2024 Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele
Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
2024 Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
2024 Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio
Social and economic variables explain COVID-19 diffusion in European regions
2024 Cancedda, Christian; Cappellato, Alessio; Maninchedda, Luigi; Meacci, Leonardo; Peracchi, Sofia; Salerni, Claudia; Baralis, Elena; Giobergia, Flavio; Ceri, Stefano
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy
2023 Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA
Late Fusion-based Distributed Multimodal Learning
2023 Giobergia, Flavio; Baralis, Elena
Machine learning with limited label availability: algorithms and applications
2023 Giobergia, Flavio
Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning
2023 Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena Maria
Silicon sensors with resistive read-out: Machine Learning techniques for ultimate spatial resolution
2023 Tornago, Marta; Giobergia, Flavio; Menzio, Luca; Siviero, Federico; Arcidiacono, Roberta; Cartiglia, Nicolo'; Costa, M; Ferrero, M; Gioachin, G; Mandurrino, M; Sola, V
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
2022 Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
First experimental results of the spatial resolution of RSD pad arrays read out with a 16-ch board
2022 Siviero, Federico; Giobergia, Flavio; Menzio, Luca; Miserocchi, F; Tornago, Marta; Arcidiacono, R; Cartiglia, Nicolo'; Costa, M; Ferrero, M; Gioachin, G; Mandurrino, M; Sola, V
RECLAIM: Reverse Engineering Classification Metrics
2022 Giobergia, Flavio; Baralis, Elena
Semantic Image Collection Summarization with Frequent Subgraph Mining
2022 Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA
Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies
2022 Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
Triplet Losses-based Matrix Factorization for Robust Recommendations
2022 Giobergia, Flavio
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
2021 Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment
2020 Giobergia, Flavio; Cagliero, Luca; Garza, Paolo; Baralis, Elena
DSLE: A Smart Platform for Designing Data Science Competitions
2020 Attanasio, Giuseppe; Giobergia, Flavio; Pasini, Andrea; Ventura, Francesco; Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo; Apiletti, Daniele; Cerquitelli, Tania; Chiusano, SILVIA ANNA
| 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. - (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 |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models / Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena. - (2024), pp. 827-831. (Intervento presentato al convegno Interspeech 2024 tenutosi a Kos (GRC) nel 1-5 September 2024) [10.21437/interspeech.2024-1219]. | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioPastor, ElianaBaralis, Elena | koudounas24b_interspeech.pdf |
| AI models for automated segmentation of engineered polycystic kidney tubules / Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:(2024). [10.1038/s41598-024-52677-1] | 1-gen-2024 | Monaco, SimoneGiobergia, FlavioApiletti, Daniele + | s41598-024-52677-1.pdf |
| Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters / Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 139773-139788. [10.1109/access.2024.3466919] | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioBaralis, Elena | Exoplain_Subgroup-Level_Analysis_of_Exoplanet_Atmospheric_Parameters.pdf |
| MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection / Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio. - (2024), pp. 1678-1684. (Intervento presentato al convegno 18th International Workshop on Semantic Evaluation (SemEval-2024) tenutosi a Mexico City (MEX) nel 20-21 June, 2024) [10.18653/v1/2024.semeval-1.240]. | 1-gen-2024 | Claudio SavelliAlkis KoudounasFlavio Giobergia + | 2024.semeval-1.240.pdf |
| Social and economic variables explain COVID-19 diffusion in European regions / Cancedda, Christian; Cappellato, Alessio; Maninchedda, Luigi; Meacci, Leonardo; Peracchi, Sofia; Salerni, Claudia; Baralis, Elena; Giobergia, Flavio; Ceri, Stefano. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:1(2024). [10.1038/s41598-024-58218-0] | 1-gen-2024 | baralis, elenagiobergia, flavio + | s41598-024-56267-z.pdf |
| baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy / Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA. - ELETTRONICO. - 3473:(2023). (Intervento presentato al convegno EVALITA 2023 tenutosi a Parma (ITA) nel September 7th - 8th, 2023). | 1-gen-2023 | Koudounas AlkisGiobergia FlavioBenedetto IreneMonaco SimoneCagliero LucaApiletti DanieleBaralis Elena | paper16.pdf |
| Late Fusion-based Distributed Multimodal Learning / Giobergia, Flavio; Baralis, Elena. - (2023), pp. 2152-2156. (Intervento presentato al convegno 2023 IEEE International Conference on Big Data (BigData) tenutosi a Sorrento (ITA) nel 15-18 December 2023) [10.1109/BigData59044.2023.10386612]. | 1-gen-2023 | Giobergia, FlavioBaralis, Elena | Late_Fusion-based_Distributed_Multimodal_Learning.pdf |
| Machine learning with limited label availability: algorithms and applications / Giobergia, Flavio. - (2023 Feb 15), pp. 1-137. | 15-feb-2023 | GIOBERGIA, FLAVIO | Flavio_Giobergia_PhD_thesis.pdf; Flavio_Giobergia_PhD_thesis_abstract.pdf |
| Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning / Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena Maria. - (2023). (Intervento presentato al convegno 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Baku (AZE) nel 18-20 October 2023) [10.1109/AICT59525.2023.10313185]. | 1-gen-2023 | Giobergia, FlavioKoudounas, AlkisBaralis, Elena Maria | AICT2023.pdf; Reconstructing_Atmospheric_Parameters_of_Exoplanets_Using_Deep_Learning.pdf |
| Silicon sensors with resistive read-out: Machine Learning techniques for ultimate spatial resolution / Tornago, Marta; Giobergia, Flavio; Menzio, Luca; Siviero, Federico; Arcidiacono, Roberta; Cartiglia, Nicolo'; Costa, M; Ferrero, M; Gioachin, G; Mandurrino, M; Sola, V. - In: NUCLEAR INSTRUMENTS AND METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT. - ISSN 1872-9576. - 1047:(2023). [10.1016/j.nima.2022.167816] | 1-gen-2023 | giobergia, flavio + | Silicon sensors with resistive read-out.pdf; 1-s2.0-S0168900222011081-main.pdf |
| Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] | 1-gen-2022 | Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide | 1-s2.0-S0166361521001615-main.pdf; Giordano_PREPIPE.pdf |
| First experimental results of the spatial resolution of RSD pad arrays read out with a 16-ch board / Siviero, Federico; Giobergia, Flavio; Menzio, Luca; Miserocchi, F; Tornago, Marta; Arcidiacono, R; Cartiglia, Nicolo'; Costa, M; Ferrero, M; Gioachin, G; Mandurrino, M; Sola, V. - In: NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH. SECTION A, ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT. - ISSN 0168-9002. - 1041:(2022). [10.1016/j.nima.2022.167313] | 1-gen-2022 | Giobergia,Flavio + | 2204.06388.pdf; 1-s2.0-S0168900222006362-main.pdf |
| RECLAIM: Reverse Engineering Classification Metrics / Giobergia, Flavio; Baralis, Elena. - (2022), pp. 106-113. (Intervento presentato al convegno IEEE International Conference on AI and Knowledge Engineering tenutosi a 19-21 September 2022 nel Laguna Hills, CA (USA)) [10.1109/AIKE55402.2022.00024]. | 1-gen-2022 | Giobergia, FlavioBaralis, Elena | RECLAIM__IEEE_AIKE_-3.pdf; RECLAIM_Reverse_Engineering_Classification_Metrics.pdf |
| Semantic Image Collection Summarization with Frequent Subgraph Mining / Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 131747-131764. [10.1109/ACCESS.2022.3229654] | 1-gen-2022 | andrea pasiniflavio giobergiaeliana pastorelena baralis | Semantic_Image_Collection_Summarization_With_Frequent_Subgraph_Mining.pdf |
| Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies / Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena. - (2022). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Washington DC (USA) nel 12-14 October 2022) [10.1109/AICT55583.2022.10013574]. | 1-gen-2022 | Koudounas,AlkisGiobergia,FlavioBaralis,Elena | ToF-pose-estimation.pdf; Time-of-Flight_Cameras_in_Space_Pose_Estimation_with_Deep_Learning_Methodologies.pdf |
| Triplet Losses-based Matrix Factorization for Robust Recommendations / Giobergia, Flavio. - 3318:(2022). (Intervento presentato al convegno CIKM 2022 Workshops tenutosi a Atlanta (USA) nel October 17-21, 2022). | 1-gen-2022 | Giobergia, Flavio | short11.pdf |
| Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case / Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 180 (115109):(2021). [10.1016/j.eswa.2021.115109] | 1-gen-2021 | Giordano, DaniloPastor, ElianaGiobergia, FlavioCerquitelli, TaniaBaralis, ElenaMellia, MarcoNeri, AlessandraTricarico, Davide | Giordano_ExpertSystemPredictiveMaincenance_Final.pdf; Giordano_ExpertSystemPredictiveMaincenance.pdf; Giordano_ExpertPostprint.pdf |
| Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment / Giobergia, Flavio; Cagliero, Luca; Garza, Paolo; Baralis, Elena. - ELETTRONICO. - (2020). (Intervento presentato al convegno Data Analytics solutions for Real-LIfe APplications (DARLI-AP). 2020 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2020). | 1-gen-2020 | giobergia,flaviocagliero,lucagarza,paolobaralis,elena | DARLIAP1.pdf |
| DSLE: A Smart Platform for Designing Data Science Competitions / Attanasio, Giuseppe; Giobergia, Flavio; Pasini, Andrea; Ventura, Francesco; Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo; Apiletti, Daniele; Cerquitelli, Tania; Chiusano, SILVIA ANNA. - ELETTRONICO. - (2020), pp. 133-142. (Intervento presentato al convegno 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) tenutosi a Madrid (Spain) nel July 13-17) [10.1109/COMPSAC48688.2020.00026]. | 1-gen-2020 | Giuseppe AttanasioFlavio GiobergiaAndrea PasiniFrancesco VenturaElena BaralisLuca CaglieroPaolo GarzaDaniele ApilettiTania CerquitelliSilvia Chiusano | 730300a133.pdf; DSL_IEEECompsac2020_accepted_version.pdf |