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2026

Proceedings of the 4th Italian Conference on Big Data and Data Science (ITADATA 2025), Turin, Italy, September 9-11, 2025Nicola Bena, Michelangelo Ceci, Roberto Esposito, Riccardo Torlone, Alex Della Bruna, Claudio A. Ardagna, Mirko Polato, Luigi Romano, editors, Volume 4152 of CEUR Workshop Proceedings, CEUR-WS.org, 2026. [doi]

2025

Proceedings of the 4th Italian Conference on Big Data and Data Science - Workshops (ITADATA-WS 2025), Turin, Italy, September 9-11, 2025Francesco Pierri 0002, Valentina Cesare, Gianluca Mittone, Bruno Casella, Alberto Vecchiato, Stefano Cirillo, Eliana Pastor, Serena Tardelli, editors, Volume 4130 of CEUR Workshop Proceedings, CEUR-WS.org, 2025. [doi]

S-PIC4CHU: Semantics-Enriched Techniques for Data Preparation in Data ScienceGianvincenzo Alfano, Ilaria Bartolini, Diego Calvanese, Paolo Ciaccia, Sergio Greco, Davide Lanti, Pasquale Leonardo Lazzaro, Emilia Lenzi, Davide Martinenghi, Cristian Molinaro, Marco Patella, Letizia Tanca, Riccardo Torlone, Irina Trubitsyna. itadata 2026: [doi]

A secure AI-enabled platform to support the automated Alzheimer's disease diagnosisClaudio A. Ardagna, Veronica Buttaro, Michelangelo Ceci, Marco Luzzara, Antonio Pellicani, Gianvito Pio, Antongiacomo Polimeno. itadata 2026: [doi]

Network Traffic-Based Malware Detection for Android DevicesDincy R. Arikkat, Hasna Jabeen N. K., Mirko Lai, Serena Nicolazzo, Antonino Nocera, Anafa P., Vinod P. 0001, Rafidha Rehiman K. A.. itadata 2026: [doi]

DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLPMariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato. itadata 2026: [doi]

Improving Preliminary Diagnosis in Italian Through a Retrieval-Augmented Medical ChatbotMariano Barone, Gian Marco Orlando, Marco Perillo, Giuseppe Riccio, Antonio Romano, Diego Russo, Ferdinando Tammaro, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato. itadata 2026: [doi]

Towards a Realtime FRB Pipeline at the Northern Cross Radio TelescopeAdrian De Barro, Alessio Magro, Keith Bugeja, Giovanni Naldi, Nicola Ragno, Francesco Fiori, Valentina Cesare. itadata 2025: [doi]

Automatic Evaluation of Cancer Reduction during RadiotherapyValerio Bellandi, Stefano Siccardi. itadata 2026: [doi]

A Privacy-Preserving Schema Matching Technique based on k-AnonymityDomenico Beneventano, Sonia Bergamaschi, Carmelo La Corte. itadata 2026: [doi]

A Service-Oriented Architecture for the Digital Thread of Smart ProductsDevis Bianchini, Massimiliano Garda, Anisa Rula. itadata 2026: [doi]

Are Large Language Models Better Peer‑Reviewers Than Humans? An Early Investigation on OpenReviewGianluca Bonifazi, Christopher Buratti, Michele Marchetti, Federica Parlapiano, Davide Traini, Domenico Ursino, Luca Virgili. itadata 2025: [doi]

A Federated Learning Architecture for Prostate MRI Image SegmentationAlice Bovio, Mario Barile, Francesco Pallotta, Lorenzo Pede, Alessandro Maiocchi, Marco Alì, Fatemeh Darvizeh, Deborah Fazzini, Francesco Lacavalla, Massimo Banzi, Gabriele Gianini, Corrado Mio, Filippo Berto, Ruslan Bondaruc, Ernesto Damiani, Saman Fouladi. itadata 2026: [doi]

Space-efficient private estimation of quantilesMassimo Cafaro, Angelo Coluccia, Italo Epicoco, Marco Pulimeno. itadata 2026: [doi]

Augmented Narratives: A Data-Driven Platform for Interactive Storytelling based on Artificial Intelligence and Knowledge Representation techniquesLuigi Colucci Cante, Mariangela Graziano, Beniamino Di Martino. itadata 2026: [doi]

On effective ways to warn people against misleading contentsLuigi Catuogno, Emanuel Di Nardo, Clemente Galdi, Gennaro Ragucci. itadata 2026: [doi]

Homomorphic Encryption for EDSS Classification: Safeguarding Patient Privacy in MRI-Based Assessment of Multiple SclerosisStefano Cirillo, Vincenzo Deufemia, Luigi Di Biasi, Giuseppe Polese, Giandomenico Solimando, Genoveffa Tortora. itadata 2026: [doi]

Investigating Edge Fine-Tuning of Large Language Models in a Federated EnvironmentLorenzo Colombi, Michela Vespa, Francesco Resca, Sara Cavicchi, Edoardo Di Caro, Elena Bellodi, Mauro Tortonesi, Cesare Stefanelli. itadata 2026: [doi]

PARSAL: Pipeline for Automatic Retrieval and Structuring of Academic LiteratureSalvatore Contino, Irene Siragusa, Giovanni Sciortino, Roberto Pirrone. itadata 2026: [doi]

Reconciling Statistical and Causal Metrics of Fairness in Machine Learning on Data-Driven SystemsChiara Criscuolo, Davide Martinenghi, Jing Huang. itadata 2026: [doi]

HybridKAN: Leveraging Multi-Sized Sub-MLPs for Enhanced PerformanceFabio D'Andreamatteo, Andrea D'Angelo, Giovanni Stilo. itadata 2026: [doi]

Automatic Code Decomposition, Parallelization, and Distribution on Heterogeneous Systems. A Case Study on Training a Neural Network for Image ClassificationSalvatore D'Angelo, Beniamino Di Martino, Pasquale Vassallo, Vito Alessandro Liccardo, Antonio Esposito 0001, Andrea Carollo, Giacomo Corridori, Gianmarco Spinatelli, Francesco Polzella. itadata 2025: [doi]

Question Answering through Retrieval-Augmented Large Language Models: an Experimental EvaluationClaudia Diamantini, Alex Mircoli, Alessia Pagnotta, Domenico Potena, Maria Cristina Recchioni, Emanuele Storti. itadata 2026: [doi]

Health Data Sharing for Secondary Use: a Critical OverviewAlessio Famiani, Ruggero G. Pensa. itadata 2026: [doi]

Non-Euclidean Geometries for Prototype-Based Image Classification: a Reality CheckSamuele Fonio, Silvia Grosso, Sara Bouchenak. itadata 2026: [doi]

Variational Inference for the Partial Credit ModelPaolo Frazzetto, Nicolò Navarin, Alessandro Sperduti. itadata 2026: [doi]

Representation of the temporal ego-networks through graph evolution rules: a tool for Web3 applicationsAlessia Galdeman, Matteo Zignani, Christian Quadri, Sabrina Gaito. itadata 2026: [doi]

Twin (Green and Digital) Patents Identification: an Automated Patent Landscaping MethodFrancesca Ghinami. itadata 2026: [doi]

Quantum-Enhanced Causal Inference for High-Dimensional Astronomical Data - Extended AbstractGabriele Gianini, Michele Banfi, Corrado Mio, Alberto Leporati, Mario Pasquato. itadata 2025: [doi]

Demystifying Power-of-Two Quantization: Benchmarking Inference on AVX and RVVSaleh Jamali Golzar, Giuseppe Pagano, Biagio Cosenza. itadata 2025: [doi]

Real-Time Detection of Social Media Disinformation Using DISARM: Twitter Case StudyDaniele Granata, Roberto Nardone. itadata 2026: [doi]

Towards an AI-assisted T1DM Data Analysis PipelineAnna Khristodulo, Giancarlo Mascetti, Giorgio Delzanno, Marta Bassi, Nicola Minuto. itadata 2026: [doi]

From Scratch to Large Pre-Trained Models: a Comparative Study for Medical Image ClassificationGiovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Antonio Celesti. itadata 2025: [doi]

BoXoR-C: Coherence and Directionality of Counterfactual ExplanationsAntonio Maratea, Domenico Lugubre. itadata 2026: [doi]

A new framework for Integrated distributed data management, processing, and advanced analytics supporting Digital Twin systems: a Proof of ConceptNicola Masi, Chiara Maria Capizzi, Francesco Patanè, Giuseppe Veneziano, Davide Profeta, Sergio Comella, Giada Sajeva, Lorenzo Gori, Susanna Bonura. itadata 2026: [doi]

Toward Explainable Biomedical Deep LearningAndrea Mastropietro. itadata 2026: [doi]

Explainable AI methods and their interplay with privacy protectionFrancesca Naretto. itadata 2026: [doi]

Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen, Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah 0002, Lorenzo Di Rocco, Tho T. Quan. itadata 2026: [doi]

The Hazard Mapping and vulnerability Monitoring (HaMMon) Post-Event Analysis PipelineLeonardo Pelonero, Mauro Imbrosciano, Eva Sciacca, Fabio Vitello, Alessandra Casale, Stefano Stalio, Sandra Parlati. itadata 2025: [doi]

From Data Sources to User Screens: a Multimodal hEalth Data lakehouse for ITAly (MEDITA)Maria Paola Priola. itadata 2026: [doi]

Diabetes Management: Non-Invasive Glucose Monitoring via ECG and Machine LearningMatteo Ruggiero, Luigi Di Biasi, Fabiola De Marco, Alessia Auriemma Citarella, Genoveffa Tortora. itadata 2026: [doi]

Next-Generation Fast Radio Burst Telescopes in the Exascale Era - Extended AbstractMatteo Trudu. itadata 2025: [doi]

Exascale In-situ Visualization for Astronomy & CosmologyNicola Tuccari, Eva Sciacca, Yolanda Becerra 0001, Enric Sosa Cintero, Emiliano Tramontana. itadata 2025: [doi]

Exploring the Dataset Landscape for Automated Propaganda Detection: A Data-Centric InsightMarco Usai, Davide Antonio Mura, Andrea Loddo, Manuela Sanguinetti, Luca Zedda, Cecilia Di Ruberto, Maurizio Atzori. itadata 2026: [doi]

Dividi et Impera: Enhancing Synthetic Data Fidelity through Data PartitioningYordanos Nebiyou Yifru, Salvatore Distefano. itadata 2026: [doi]

2024

Proceedings of the 2nd Special Track on Big Data and High-Performance Computing (BigHPC 2024) co-located with the 3rd Italian Conference on Big Data and Data Science (ITADATA 2024), Pisa, Italy, September 17-19, 2024Alessia Antelmi, Emanuele Carlini, Patrizio Dazzi, editors, Volume 3785 of CEUR Workshop Proceedings, CEUR-WS.org, 2024. [doi]

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), Naples, Italy, September 11-13, 2023Nicola Bena, Beniamino Di Martino, Antonio Maratea, Alessandro Sperduti, Emanuel Di Nardo, Angelo Ciaramella, Raffaele Montella, Claudio A. Ardagna, editors, Volume 3606 of CEUR Workshop Proceedings, CEUR-WS.org, 2024. [doi]

Performance Analysis on DNA Alignment Workload with Intel SGX MultithreadingLorenzo Brescia, Iacopo Colonnelli, Marco Aldinucci. itadata 2024: 13-24 [doi]

miniLB: A Performance Portability Study of Lattice-Boltzmann SimulationsLuigi Crisci, Biagio Cosenza, Giorgio Amati, Matteo Turisini. itadata 2024: 1-12 [doi]

Assessing Large Language Models Inference Performance on a 64-core RISC-V CPU with Silicon-Enabled VectorsAdriano M. Garcia, Giulio Malenza, Robert Birke, Marco Aldinucci. itadata 2024: 25-33 [doi]

DF-Threads: A Scalable and Efficient Execution Paradigm for Edge Computing and HPCRoberto Giorgi. itadata 2024: 44-51 [doi]

Distributed Resource Orchestration at the Edge Based on ConsensusGabriele Morabito, Annamaria Ficara, Antonio Celesti, Maria Fazio. itadata 2024: 34-43 [doi]

High-Performance Computation on a Rust-based distributed ABM engineDaniele De Vinco, Carmine Spagnuolo, Alessia Antelmi, Vittorio Scarano, Andrea Tranquillo. itadata 2024: 52-60 [doi]

2023

Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), Milan, Italy, September 20-21, 2022Marco Anisetti, Angela Bonifati, Nicola Bena, Claudio A. Ardagna, Donato Malerba, editors, Volume 3340 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

The SWH-Analytics FrameworkAlessia Antelmi, Massimo Torquati, Daniele Gregori, Francesco Polzella, Gianmarco Spinatelli, Marco Aldinucci. itadata 2024: [doi]

Dataspaces: Concepts, Architectures and InitiativesMaurizio Atzori, Angelo Ciaramella, Claudia Diamantini, Beniamino Di Martino, Salvatore Distefano, Tullio Facchinetti, Fabrizio Montecchiani, Antonino Nocera, Giancarlo Ruffo, Roberto Trasarti. itadata 2024: [doi]

Large-scale Computing Frameworks: Experiments and GuidelinesMichele Baglioni, Fabrizio Montecchiani, Mario Rosati. itadata 2024: [doi]

Multimodal Emotion Recognition from Voice and Video SignalsPaola Barra, Zied Mnasri, Danilo Greco. itadata 2024: [doi]

A Service Infrastructure for Management of Legal DocumentsValerio Bellandi, Silvana Castano, Alfio Ferrara, Stefano Montanelli, Davide Riva, Stefano Siccardi. itadata 2024: [doi]

Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese. itadata 2024: [doi]

Effective Heuristics for Finding Small Minimal Feedback Arc Set Even for Large GraphsClaudia Cavallaro, Vincenzo Cutello, Mario Pavone. itadata 2024: [doi]

(Un)supervised Univariate Feature Extraction and Selection for Dimensional DataPatrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan. itadata 2024: [doi]

Workflow Models for Heterogeneous Distributed SystemsIacopo Colonnelli. itadata 2024: [doi]

A Survey of Dataspace Connector ImplementationsTobias Dam, Lukas Daniel Klausner, Sebastian Neumaier, Torsten Priebe. itadata 2024: [doi]

An Experimental Comparison of Large Language Models for Emotion Recognition in Italian TweetsClaudia Diamantini, Alex Mircoli, Domenico Potena, Simone Vagnoni. itadata 2024: [doi]

Prediction of Wave Energy Spectrum Based on Ship Motions Using a Data-Driven ApproachAlessandro La Ferlita, Yan Qi, Emanuel Di Nardo, Simon Mewes, Ould el Moctar, Angelo Ciaramella. itadata 2024: [doi]

Enhancing Human Resources through Data Science: a Case in RecruitingPaolo Frazzetto, Muhammad Uzair-Ul-Haq, Alessandro Sperduti. itadata 2024: [doi]

Unveiling the Roots of Big Data Project Failure: a Critical Analysis of the Distinguishing Features and Uncertainties in Evaluating Big Data Potential ValueMassimiliano Gervasi, Nicolò Gianmauro Totaro, Giorgia Specchia, Maria Elena Latino. itadata 2024: [doi]

Orchestrating DAG Workflows on the Cloud-to-Edge ContinuumAngelo Marchese, Orazio Tomarchio. itadata 2024: [doi]

Reproducibility and Generalization of a Relation Extraction System for Gene-Disease AssociationsLaura Menotti. itadata 2024: [doi]

Healthcare Data Summarization via Medical Entity Recognition and Generative AIGiuseppe Riccio, Antonio Romano, Andriy Korsun, Michele Cirillo, Marco Postiglione, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Vincenzo Moscato. itadata 2024: [doi]

Enhancing Scalability of Distributed SNPs Calling Pipelines Using Cluster-Driven Partitioning StrategyLorenzo Di Rocco, Umberto Ferraro Petrillo, Giorgio Grani. itadata 2024: [doi]

2022

A Sound and Repeatable Approach to Building Integrated Repositories of Genomic DataAnna Bernasconi 0002. itadata 2023: 212-213 [doi]

Coverage-based Queries: Nondiscrimination Awareness in Data TransformationChiara Accinelli, Barbara Catania, Giovanna Guerrini. itadata 2023: 200-211 [doi]

Review Spam Detection using Multi-View Deep Learning Combining Content and Behavioral FeaturesGiuseppina Andresini, Andrea Iovine, Roberto Gasbarro, Marco Lomolino, Marco de Gemmis, Annalisa Appice. itadata 2023: 87-98 [doi]

Analysis of Video Lessons: a Case for Smart indexing and Topic ExtractionMarco Arazzi, Marco Ferretti, Antonino Nocera. itadata 2023: 156-167 [doi]

Extracting Data from Text and Querying it via KGQA and BESt QueriesMaurizio Atzori. itadata 2023: 180-187 [doi]

Web3 Social Platforms: Modeling, Mining and EvolutionCheick Tidiane Ba, Alessia Galdeman, Manuel Dileo, Christian Quadri, Matteo Zignani, Sabrina Gaito. itadata 2023: 168-179 [doi]

DIORAMA: Digital twIn fOR sustAinable territorial MAnagementAndrea Bianchi, Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Alessandro Di Matteo, Jessica Léone, Giulia Scoccia, Giovanni Stilo, Luca Traini. itadata 2023: 144-155 [doi]

Safe Egress Scenario Detection: from Baseline to Active EventsMatteo Bottin, Paolo Mocellin, Chiara Vianello, Giulio Rosati, Giuseppe Maschio. itadata 2023: 15-26 [doi]

Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern SocietyLoredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione. itadata 2023: 75-86 [doi]

Benchmarking FedAvg and FedCurv for Image Classification TasksBruno Casella, Roberto Esposito, Carlo Cavazzoni, Marco Aldinucci. itadata 2023: 99-110 [doi]

Benchmarking AyraDB Next-Generation Database on Davinci-1 Super-ComputerCarlo Cavazzoni, Chiara Francalanci, Paolo Giacomazzi, Nicolò Magini, Roberto Morelli, Paolo Ravanelli. itadata 2023: 132-143 [doi]

A Manifesto for Applied Data Science - Reasoning from a Business PerspectiveBahne Christiansen, Uwe Neuhaus, Michael Schulz, Adrian Hargreaves, Antinisca Di Marco, Guido Proietti, Fabrizio Rossi, Giovanni Stilo, Mark H. Haney, Andrew Duncan, Daniele Tessera, Tilman Todt, Andreas Brandenberg, Patricia Feubli. itadata 2023: 123-131 [doi]

Conceptual Constraints for Data Quality in Data LakesPaolo Ciaccia, Davide Martinenghi, Riccardo Torlone. itadata 2023: 111-122 [doi]

In-browser Visualization of Large-scale GraphsLuca Consalvi, Walter Didimo, Giuseppe Liotta, Fabrizio Montecchiani. itadata 2023: 27-38 [doi]

The Journal Pattern for Streaming DataAntonio Maratea, Angelo Ciaramella, Rita Perna. itadata 2023: 188-199 [doi]

A Semantic Rule Based Expert System for the Discovery and Composition of Cloud ServicesBeniamino Di Martino, Antonio Esposito 0001, Michele Di Giovanni. itadata 2023: 63-74 [doi]

Anomaly Detection for Physical Threat IntelligencePaolo Mignone, Donato Malerba, Michelangelo Ceci. itadata 2023: 39-50 [doi]

Adversarial Attacks in Machine Learning Based Access ControlMohammad Nur Nobi, Ram Krishnan, Ravi S. Sandhu. itadata 2023: 3-14 [doi]

A User-Centered Approach to Create Realistic Datasets for AI. Case Study: Creditworthiness in the Banking SectorFrancesca Zampino, Antonella Longo, Marco Zappatore. itadata 2023: 51-62 [doi]

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