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32nd SEBD 2024: Villasimius, Italy
- Maurizio Atzori, Paolo Ciaccia, Michelangelo Ceci, Federica Mandreoli, Donato Malerba, Manuela Sanguinetti, Antonio Pellicani, Federico Motta:
Proceedings of the 32nd Symposium of Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024. CEUR Workshop Proceedings 3741, CEUR-WS.org 2024
Keynotes
- Georg Gottlob:
Enhancing Data Precision with Large Language Models: Analyzing Failures and Innovating Database Curation. 1-2 - H. V. Jagadish:
Detecting and Fixing Unfairness in Data-Driven Decision Making. 3 - Themis Palpanas:
Scalable Vector Analytics: A Story of Twists and Turns. 4-5
Taste-of-time Award: Winner
- Paolo Ciaccia, Marco Patella, Fausto Rabitti, Pavel Zezula:
Tasting the Time: How M-Tree Broke the "27 Club" Curse. 6-8
Taste-of-time Award: Honorable Mention
- Massimo La Camera, Luigi Palopoli, Domenico Saccà, Domenico Ursino:
Knowledge Discovery su Schemi per l'Integrazione di Basi di Dati. 9-13
Knowledge Graphs and Semantic Analysis
- Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava:
Building Taxonomies with Triplet Queries. 14-24 - Matteo Lissandrini, Kashif Rabbani, Katja Hose:
Mining Validating Shape for Large Knowledge Graphs via Dynamic Reservoir Sampling. 25-34 - Gianmaria Silvello, Dennis Dosso:
A Provenance-Based Caching System to Speed-up SPARQL Query Answering. 35-50 - Marco Calautti, Ester Livshits, Andreas Pieris, Markus Schneider:
Computing the Why-Provenance for Datalog Queries via SAT Solvers. 51-60 - Emanuele Cavalleri, Mauricio Soto Gomez, Ali Pashaeibarough, Dario Malchiodi, J. Harry Caufield, Justin T. Reese, Christopher J. Mungall, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini, Marco Mesiti:
Initial achievements in relation extraction from RNA-focused scientific papers. 61-69 - Luigi Bellomarini, Anna Bernasconi, Stefano Ceri, Alessia Gagliardi, Davide Magnanimi, Davide Martinenghi:
Towards a Standard for Triggers in Property Graphs. 70-79 - Maximilian K. Egger, Wenyue Ma
, Davide Mottin, Panagiotis Karras, Ilaria Bordino, Francesco Gullo, Aris Anagnostopoulos:
ReliK: A Reliability Measure for Knowledge Graph Embeddings. 80-90 - Alessia Bardi, Miriam Baglioni, Michele Artini, Andrea Mannocci, Gina Pavone:
The ARIADNEplus Knowledge Base: a Linked Open Data set for archaeological research. 91-100
Data Mining and Business Intelligence
- Alkis Koudounas, Eliana Pastor, Elena Baralis:
Assessing Speech Model Performance: A Subgroup Perspective. 101-111 - Alfredo Cuzzocrea, Geertruida H. de Bock, Willemijn J. Maas, Selim Soufargi, Abderraouf Hafsaoui:
An Innovative Big Temporal Data Analytics Technique over Real-Life Healthcare Datasets: The F-TBDA Approach. 112-121 - Sandro Bimonte, Patrick Marcel, Stefano Rizzi:
Emotional Data Querying: The BI Scenario. 122-130 - Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Manuele Pasini:
Colossal Trajectory Mining: Semantic Co-movement Pattern Mining. 131-141 - Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui:
Compressing Big OLAP Data Cubes over Mobile Clouds: A Hierarchy-Based Data Partitioning Approach. 142-151 - Lorenzo Balzotti, Paolo Giulio Franciosa:
Max Flow Vulnerability of Undirected Planar Networks. 152-162
Advanced AI Techniques in Databases
- Stefano Marchesin, Laura Menotti, Fabio Giachelle, Gianmaria Silvello, Omar Alonso:
Bootstrapping Gene Expression-Cancer Knowledge Bases with Limited Human Annotations. 163-173 - Francesco Cauteruccio, Michele Marchetti, Davide Traini, Domenico Ursino, Luca Virgili:
Speeding up Vision Transformers Through Reinforcement Learning. 174-184 - Cyriac Aiswarya, Diego Calvanese, Francesco Di Cosmo, Marco Montali:
Verification of Unary Communicating Datalog Programs. 185-194 - Annunziata D'Aversa, Gianvito Pio:
Nowcasting of the energy production of wind power plants through spatially-aware model trees. 195-204 - Francesco Scala, Sergio Flesca, Luigi Pontieri:
Data Filtering for a Sustainable Model Training. 205-216 - Chiara Criscuolo, Tommaso Dolci, Mattia Salnitri:
Mitigating Unfairness in Machine Learning: A Taxonomy and an Evaluation Pipeline. 217-226 - Manuel Goyo, Giacomo Frisoni, Gianluca Moro, Claudio Sartori:
Refining Triplet Sampling for Improved Self-Supervised Representation Learning. 227-246 - Valerio Bellandi, Stefano Montanelli, Darya Shlyk, Stefano Siccardi:
Using Graph Neural Networks for Heterogeneous Event Classification. 247-259
Natural Language Processing in Databases
- Luca Sala, Giovanni Sullutrone, Sonia Bergamaschi:
Text-to-SQL with Large Language Models: Exploring the Promise and Pitfalls. 260-270 - Andrea Avignone, Alessandro Fiori, Silvia Chiusano, Giuseppe Rizzo:
From Product Sheet to Text and Video: A NLG Pipeline to Transform Structured Data into Comprehensive Descriptions. 271-280 - Franco Maria Nardini, Cosimo Rulli, Rossano Venturini:
Efficient and Effective Multi-Vector Dense Retrieval with EMVB. 281-289 - Tommaso Di Noia, Guglielmo Faggioli, Marco Ferrante, Nicola Ferro, Fedelucio Narducci, Raffaele Perego, Giuseppe Santucci:
CAMEO: Fostering Joint Conversational Search and Recommendation. 290-301 - Jean-Flavien Bussotti, Paolo Papotti, Donatello Santoro, Enzo Veltri:
A Framework for the Generation of Training Examples from Tabular Data. 302-311 - Alessandro Sajeva, Stefano Iannucci, Carlo Marchetti, Paolo Merialdo, Riccardo Torlone:
Clustering Amendments with Semantic Embeddings. 312-320 - Fariha Maqbool
Impact of Data Augmentation on Hate Speech Detection in Roman Urdu. 321-330 - Ilaria Bartolini, Angelo Chianese, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí, Andrea Vignali:
Named Entity Recognition using context similarity data augmentation. 331-338
Process Mining
- Giacomo Longo, Francesco Lupia, Andrea Pugliese, Enrico Russo:
Attacking Maritime Control Systems Through Process Mining. 339-348 - Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba:
Enhancing Next Activity Prediction with Adversarial Training of Vision Transformers. 349-358 - Laura Genga, Claudia Diamantini, Emanuele Storti, Domenico Potena:
Process-level Model Repair through Instance Graphs Representations. 359-367 - Anisa Rula, Jennifer D'Souza:
Exploring Large Language Models for Procedure Extraction from Documents. 368-376
Applications
- Gianluca Bonifazi, Enrico Corradini, Domenico Ursino:
Evaluating status and value assortativity in Threads. 377-386 - Pietro Hiram Guzzi, Patrizia Vizza, Giuseppe Tradigo, Sergio Greco, Pierangelo Veltri:
Design of a Telemedicine Infrastructure for Rural and Remote Areas. 387-391 - Ada Bagozi, Devis Bianchini:
Food Certification through Collaborative Sensory Analysis Methods and Tools. 392-400 - Francesco Luigi De Faveri, Guglielmo Faggioli, Nicola Ferro, Riccardo Spizzo:
"Dead or Alive, we can deny it". A Differentially Private Approach to Survival Analysis. 401-411 - Bettina Fazzinga, Sergio Flesca, Filippo Furfaro, Giuseppina Monterosso, Irina Trubitsyna:
ASYDE: An Argumentation-based System for classifYing Driving bEhaviors. 412-421 - Flavia Indrio, Elio Masciari, Flavia Marchese, Matteo Rinaldi, Gianfranco Maffei, Enea Vincenzo Napolitano, Isadora Beghetti, Luigi Corvaglia, Arianna Aceti:
Infantile Predictors of Functional Gastrointestinal Disorders: A Machine Learning Approach to Risk Assessment. 422-430 - Marco Calautti, Damiano Duranti, Paolo Giorgini:
Machine Learning-Augmented Ontology-Based Data Access for Renewable Energy Data. 431-445 - Silvana Castano, Alfio Ferrara, Stefano Montanelli, Sergio Picascia, Davide Riva:
Automated Knowledge Extraction from Legal Texts using ASKE. 446-455 - Carmela Comito, Clara Pizzuti, Marcello Sammarra, Annalisa Socievole:
Integrating Brain Networks and Multi-Modal Data for Early Detection of Alzheimer's Disease. 456-467 - Andrea Pasin, Lorenza Da Re, Andrea Gerosa, Lidia Pezzuoli, Silvia Preciso, Nicola Ferro:
PNRRorienta: A Web Application for Managing Schools, Courses, and Students Involved in the PNRR Orientation Initiative. 468-476 - Francesco Blefari, Angelo Furfaro, Giovambattista Ianni, Alessandro Viscomi:
TypoAlert: a browser extension against typosquatting. 477-485
Data Quality, Preprocessing and Data Analysis
- Barbara Pernici, Cinzia Cappiello, Edoardo Ramalli, Matteo Palmonari, Federico Belotti, Flavio De Paoli, Angelo Mozzillo, Luca Zecchini, Giovanni Simonini, Sonia Bergamaschi, Tiziana Catarci, Matteo Filosa, Marco Angelini, Dario Benvenuti:
The Future of Sustainable Data Preparation. 486-497 - Boris Glavic, Giansalvatore Mecca, Renée J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri:
Comparing Incomplete Database Instances. 489-507 - Paolo Missier, Riccardo Torlone:
From why-provenance to why+provenance: Towards addressing deep data explanations in Data-Centric AI. 508-517 - Stéphane Grumbach, Giorgio Resta, Riccardo Torlone:
Autonomous Intelligent Systems: From Illusion of Control to Inescapable Delusion. 518-527 - Maria Teresa Baldassarre, Danilo Caivano, Domenico Gigante, Azzurra Ragone:
POLARIS: A framework to guide the development of Trustworthy AI systems. 528-537 - Claudio A. Ardagna, Valerio Bellandi, Marco Luzzara, Antongiacomo Polimeno:
Data Pipelines Assessment: The Role of Data Engine Deployment Models. 538-550 - Théo Abgrall:
Schema Decomposition via Transformation Patterns. 551-564 - Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora:
Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies. 565-573
Interpretable AI
- Flora Amato, Antonino Ferraro, Antonio Galli, Valerio La Gatta, Francesco Moscato, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì:
A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health. 574-584 - Elisabetta Rocchetti, Alfio Ferrara:
Causal Mediation Analysis for Interpreting Large Language Models. 585-594 - Luca Ferragina, Simona Nisticò:
A Clustering-based Approach for Interpreting Black-box Models. 595-603 - Veronica Guidetti, Federica Mandreoli:
Symbolic Regression for Transparent Clinical Decision Support: A Data-Centric Framework for Scoring System Development. 604-614 - Sara Colantonio, Andrea Berti, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Varvara Kalokyri, Haridimos Kondylakis, Charalampos Kalantzopoulos, Nikolaos S. Tachos, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis:
Data and System Traceability for Transparent AI in Medical Imaging. 615-623
Entity Resolution and Data Integration
- Michele De Bonis, Claudio Atzori, Sandro La Bruzzo, Paolo Manghi:
FDup framework: A General-purpose solution for Efficient Entity Deduplication of Record Collections. 624-632 - Ronald Fagin, Phokion G. Kolaitis, Domenico Lembo, Lucian Popa, Federico Scafoglieri:
Combining Entity Resolution and Query Answering in Ontologies: A Formal Conceptual Framework. 633-642 - Luca Zecchini, Tobias Bleifuß, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann:
Overlap-Based Duplicate Table Detection. 643-652 - Devis Bianchini, Valeria De Antonellis, Massimiliano Garda:
Personalised Exploration Graphs on top of Data Lakes. 653-661 - Matteo Paganelli, Donato Tiano, Francesco Del Buono, Andrea Baraldi, Riccardo Benassi, Giacomo Guiduzzi, Francesco Guerra:
How Transformers Are Revolutionizing Entity Matching. 662-670 - Lisa Trigiante, Domenico Beneventano:
Privacy-Preserving Data Integration for Health: Adhering to OMOP-CDM Standard. 671-680 - Davide Piantella, Pierluigi Reali, Priyansh Kumar, Letizia Tanca:
A Minimum Metadataset for Data Lakes Supporting Healthcare Research. 681-691 - Cristian Martella, Angelo Martella, Amro Issam Hamed Attia Ramadan, Antonella Longo:
Identifying key factors in designing data spaces for Urban Digital Twin Platforms: a data driven approach. 692-703
Doctoral Consortium
- Giacomo Longo:
Understanding Emerging Cyber Attacks and Vulnerabilities Targeting Maritime Systems. 704-709 - Giuseppe Salerno:
Data/Process Analysis for Advanced Interoperable Cyber Ranges. 710-716 - Giovanni Sullutrone:
Large Language Models integration in Digital Humanities. 717-723 - Mattia Billa:
Symbolic Regression for Medical Scoring Systems: a Bayesian and Multi-Objective Approach. 724-730 - Paola Magrino:
A Lakehouse-based platform for Data-driven Sustainability Monitoring in Energy-Intensive Production. 731-737
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