SEBD 2024

Table of Contents

• I-V PDF
  
• Enhancing Data Precision with Large Language Models: Analyzing Failures and Innovating Database Curation 1-2 PDF
  Georg Gottlob
• Detecting and Fixing Unfairness in Data-Driven Decision Making 3-3 PDF
  H. V. Jagadish
• Scalable Vector Analytics: A Story of Twists and Turns 4-5 PDF
  Themis Palpanas
• Tasting the Time: How M-Tree Broke the “27 Club” Curse 6-8 PDF
  Fausto Rabitti, Paolo Ciaccia, Marco Patella, Pavel Zezula
• Knowledge Discovery su Schemi per l’Integrazione di Basi di Dati 9-13 PDF
  Domenico Saccà, Domenico Ursino, Luigi Palopoli 0001, Massimo La Camera
• Building Taxonomies with Triplet Queries 14-24 PDF
  Donatella Firmani, Sainyam Galhotra, Barna Saha, Divesh Srivastava
• Mining Validating Shape for Large Knowledge Graphs via Dynamic Reservoir Sampling 25-34 PDF
  Matteo Lissandrini, Kashif Rabbani, Katja Hose
• A Provenance-Based Caching System to Speed-up SPARQL Query Answering 35-50 PDF
  Dennis Dosso, Gianmaria Silvello
• Computing the Why-Provenance for Datalog Queries via SAT Solvers 51-60 PDF
  Marco Calautti, Ester Livshits, Markus Schneider 0009, Andreas Pieris
• Initial achievements in relation extraction from RNA-focused scientific papers 61-69 PDF
  Justin T. Reese, Elena Casiraghi, Chris Mungall, Marco Mesiti, Ali Pashaeibarough, Emanuele Cavalleri, Mauricio Soto Gomez, Peter N. Robinson, Dario Malchiodi, Giorgio Valentini, J. Harry Caufield
• Towards a Standard for Triggers in Property Graphs 70-79 PDF
  Davide Martinenghi, Anna Bernasconi 0002, Davide Magnanimi, Alessia Gagliardi, Luigi Bellomarini, Stefano Ceri
• ReliK: A Reliability Measure for Knowledge Graph Embeddings 80-90 PDF
  Aris Anagnostopoulos, Maximilian K. Egger, Francesco Gullo, Wenyue Ma 0001, Ilaria Bordino, Panagiotis Karras, Davide Mottin
• The ARIADNEplus Knowledge Base: a Linked Open Data set for archaeological research 91-100 PDF
  Alessia Bardi, Miriam Baglioni, Michele Artini, Andrea Mannocci, Gina Pavone
• Assessing Speech Model Performance: A Subgroup Perspective 101-111 PDF
  Elena Baralis, Alkis Koudounas, Eliana Pastor
• An Innovative Big Temporal Data Analytics Technique over Real-Life Healthcare Datasets: The F-TBDA Approach 112-121 PDF
  Geertruida H. de Bock, Alfredo Cuzzocrea, Willemijn J. Maas, Abderraouf Hafsaoui, Selim Soufargi
• Emotional Data Querying: The BI Scenario 122-130 PDF
  Patrick Marcel, Stefano Rizzi, Sandro Bimonte
• Colossal Trajectory Mining: Semantic Co-movement Pattern Mining 131-141 PDF
  Matteo Golfarelli, Manuele Pasini, Chiara Forresi, Matteo Francia, Enrico Gallinucci
• Compressing Big OLAP Data Cubes over Mobile Clouds: A Hierarchy-Based Data Partitioning Approach 142-151 PDF
  Mojtaba Hajian, Abderraouf Hafsaoui, Alfredo Cuzzocrea
• Max Flow Vulnerability of Undirected Planar Networks 152-162 PDF
  Lorenzo Balzotti, Paolo Giulio Franciosa
• Bootstrapping Gene Expression-Cancer Knowledge Bases with Limited Human Annotations 163-173 PDF
  Fabio Giachelle, Stefano Marchesin 0001, Laura Menotti, Gianmaria Silvello, Omar Alonso
• Speeding up Vision Transformers Through Reinforcement Learning 174-184 PDF
  Francesco Cauteruccio, Domenico Ursino, Michele Marchetti, Luca Virgili, Davide Traini
• Verification of Unary Communicating Datalog Programs 185-194 PDF
  Marco Montali, C. Aiswarya, Diego Calvanese, Francesco Di Cosmo
• Nowcasting of the energy production of wind power plants through spatially-aware model trees 195-204 PDF
  Gianvito Pio, Annunziata D'Aversa
• Data Filtering for a Sustainable Model Training 205-216 PDF
  Luigi Pontieri, Francesco Scala, Sergio Flesca
• Mitigating Unfairness in Machine Learning: A Taxonomy and an Evaluation Pipeline 217-226 PDF
  Mattia Salnitri, Chiara Criscuolo, Tommaso Dolci
• Refining Triplet Sampling for Improved Self-Supervised Representation Learning 227-246 PDF
  Giacomo Frisoni, Manuel Goyo, Gianluca Moro, Claudio Sartori 0001
• Using Graph Neural Networks for Heterogeneous Event Classification 247-259 PDF
  Stefano Siccardi, Darya Shlyk, Stefano Montanelli, Valerio Bellandi
• Text-to-SQL with Large Language Models: Exploring the Promise and Pitfalls 260-270 PDF
  Luca Sala, Giovanni Sullutrone, Sonia Bergamaschi
• From Product Sheet to Text and Video: A NLG Pipeline to Transform Structured Data into Comprehensive Descriptions 271-280 PDF
  Silvia Chiusano, Alessandro Fiori, Andrea Avignone, Giuseppe Rizzo 0002
• Efficient and Effective Multi-Vector Dense Retrieval with EMVB 281-289 PDF
  Cosimo Rulli, Rossano Venturini, Franco Maria Nardini
• CAMEO: Fostering Joint Conversational Search and Recommendation 290-301 PDF
  Marco Ferrante, Giuseppe Santucci, Raffaele Perego 0001, Nicola Ferro 0001, Fedelucio Narducci, Tommaso Di Noia, Guglielmo Faggioli
• A Framework for the Generation of Training Examples from Tabular Data 302-311 PDF
  Enzo Veltri, Paolo Papotti, Donatello Santoro, Jean-Flavien Bussotti
• Clustering Amendments with Semantic Embeddings 312-320 PDF
  Stefano Iannucci, Alessandro Sajeva, Paolo Merialdo, Riccardo Torlone, Carlo Marchetti
• Impact of Data Augmentation on Hate Speech Detection in Roman Urdu 321-330 PDF
  Blerina Spahiu, Fariha Maqbool, Andrea Maurino
• Named Entity Recognition using context similarity data augmentation 331-338 PDF
  Angelo Chianese, Ilaria Bartolini, Vincenzo Moscato, Andrea Vignali, Giancarlo Sperlì, Marco Postiglione
• Attacking Maritime Control Systems Through Process Mining 339-348 PDF
  Francesco Lupia, Giacomo Longo, Enrico Russo 0001, Andrea Pugliese 0001
• Enhancing Next Activity Prediction with Adversarial Training of Vision Transformers 349-358 PDF
  Donato Malerba, Giovanna Castellano, Vincenzo Pasquadibisceglie, Annalisa Appice
• Process-level Model Repair through Instance Graphs Representations 359-367 PDF
  Claudia Diamantini, Laura Genga, Domenico Potena, Emanuele Storti
• Exploring Large Language Models for Procedure Extraction from Documents 368-376 PDF
  Anisa Rula, Jennifer D'Souza 0001
• Evaluating status and value assortativity in Threads 377-386 PDF
  Enrico Corradini, Gianluca Bonifazi, Domenico Ursino
• Design of a Telemedicine Infrastructure for Rural and Remote Areas 387-391 PDF
  Sergio Greco, Pierangelo Veltri, Giuseppe Tradigo, Patrizia Vizza, Pietro H. Guzzi
• Food Certification through Collaborative Sensory Analysis Methods and Tools 392-400 PDF
  Ada Bagozi, Devis Bianchini
• “Dead or Alive, we can deny it”. A Differentially Private Approach to Survival Analysis 401-411 PDF
  Guglielmo Faggioli, Nicola Ferro 0001, Riccardo Spizzo, Francesco Luigi De Faveri
• ASYDE: An Argumentation-based System for classifYing Driving bEhaviors 412-421 PDF
  Irina Trubitsyna, Giuseppina Monterosso, Bettina Fazzinga, Filippo Furfaro, Sergio Flesca
• Infantile Predictors of Functional Gastrointestinal Disorders: A Machine Learning Approach to Risk Assessment 422-430 PDF
  Gianfranco Maffei, Flavia Marchese, Arianna Aceti, Flavia Indrio, Isadora Beghetti, Luigi Corvaglia, Enea Vincenzo Napolitano, Elio Masciari, Matteo Rinaldi
• Machine Learning-Augmented Ontology-Based Data Access for Renewable Energy Data 431-445 PDF
  Paolo Giorgini, Damiano Duranti, Marco Calautti
• Automated Knowledge Extraction from Legal Texts using ASKE 446-455 PDF
  Sergio Picascia, Stefano Montanelli, Alfio Ferrara, Silvana Castano, Davide Riva
• Integrating Brain Networks and Multi-Modal Data for Early Detection of Alzheimer’s Disease 456-467 PDF
  Marcello Sammarra, Clara Pizzuti, Annalisa Socievole, Carmela Comito
• PNRRorienta: A Web Application for Managing Schools, Courses, and Students Involved in the PNRR Orientation Initiative 468-476 PDF
  Andrea Pasin, Lorenza Da Re, Silvia Preciso, Lidia Pezzuoli, Andrea Gerosa, Nicola Ferro 0001
• TypoAlert: a browser extension against typosquatting 477-485 PDF
  Alessandro Viscomi, Francesco Blefari, Angelo Furfaro, Giovambattista Ianni
• The Future of Sustainable Data Preparation 486-497 PDF
  Barbara Pernici, Tiziana Catarci, Sonia Bergamaschi, Federico Belotti, Matteo Palmonari, Matteo Filosa, Angelo Mozzillo, Luca Zecchini, Edoardo Ramalli, Cinzia Cappiello, Giovanni Simonini, Flavio De Paoli, Marco Angelini, Dario Benvenuti
• Comparing Incomplete Database Instances 489-507 PDF
  Giansalvatore Mecca, Paolo Papotti, Renée J. Miller, Donatello Santoro, Enzo Veltri, Boris Glavic
• From why-provenance to why+provenance: Towards addressing deep data explanations in Data-Centric AI 508-517 PDF
  Paolo Missier, Riccardo Torlone
• Autonomous Intelligent Systems: From Illusion of Control to Inescapable Delusion 518-527 PDF
  Giorgio Resta, Stéphane Grumbach, Riccardo Torlone
• POLARIS: A framework to guide the development of Trustworthy AI systems 528-537 PDF
  Danilo Caivano, Domenico Gigante, Azzurra Ragone, Maria Teresa Baldassarre
• Data Pipelines Assessment: The Role of Data Engine Deployment Models 538-550 PDF
  Antongiacomo Polimeno, Marco Luzzara, Valerio Bellandi, Claudio A. Ardagna
• Schema Decomposition via Transformation Patterns 551-564 PDF
  Théo Abgrall
• Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies 565-573 PDF
  Stefano Cirillo, Genny Tortora, Giuseppe Polese, Gaetano Cimino, Domenico Desiato, Loredana Caruccio
• A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health 574-584 PDF
  Giancarlo Sperlì, Antonio Galli, Antonino Ferraro, Marco Postiglione, Valerio La Gatta, Flora Amato, Francesco Moscato 0001, Carlo Sansone, Vincenzo Moscato
• Causal Mediation Analysis for Interpreting Large Language Models 585-594 PDF
  Elisabetta Rocchetti, Alfio Ferrara
• A Clustering-based Approach for Interpreting Black-box Models 595-603 PDF
  Simona Nisticò, Luca Ferragina
• Symbolic Regression for Transparent Clinical Decision Support: A Data-Centric Framework for Scoring System Development 604-614 PDF
  Federica Mandreoli, Veronica Guidetti
• Data and System Traceability for Transparent AI in Medical Imaging 615-623 PDF
  Eva Pachetti, Varvara Kalokyri, Daniele Regge, Sara Colantonio, Manolis Tsiknakis, Charalampos Kalantzopoulos, Gianluca Carloni, Andrea Berti, Giulio Del Corso, Dimitrios I. Fotiadis, Haridimos Kondylakis, Kostas Marias, Nikolaos Papanikolaou 0003, Nikolaos S. Tachos, Simone Mazzetti, Valentina Giannini, Danila Germanese, Claudia Caudai, Maria Antonietta Pascali
• FDup framework: A General-purpose solution for Efficient Entity Deduplication of Record Collections 624-632 PDF
  Paolo Manghi, Michele De Bonis, Claudio Atzori, Sandro La Bruzzo
• Combining Entity Resolution and Query Answering in Ontologies: A Formal Conceptual Framework 633-642 PDF
  Federico Scafoglieri, Domenico Lembo, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa 0001
• Overlap-Based Duplicate Table Detection 643-652 PDF
  Giovanni Simonini, Tobias Bleifuß, Luca Zecchini, Sonia Bergamaschi, Felix Naumann
• Personalised Exploration Graphs on top of Data Lakes 653-661 PDF
  Valeria De Antonellis, Massimiliano Garda, Devis Bianchini
• How Transformers Are Revolutionizing Entity Matching 662-670 PDF
  Andrea Baraldi 0002, Matteo Paganelli, Francesco Del Buono, Donato Tiano, Giacomo Guiduzzi, Riccardo Benassi, Francesco Guerra 0001
• Privacy-Preserving Data Integration for Health: Adhering to OMOP-CDM Standard 671-680 PDF
  Lisa Trigiante, Domenico Beneventano
• A Minimum Metadataset for Data Lakes Supporting Healthcare Research 681-691 PDF
  Pierluigi Reali, Letizia Tanca, Priyansh Kumar, Davide Piantella
• Identifying key factors in designing data spaces for Urban Digital Twin Platforms: a data driven approach 692-703 PDF
  Angelo Martella, Amro Issam Hamed Attia Ramadan, Cristian Martella, Antonella Longo
• Understanding Emerging Cyber Attacks and Vulnerabilities Targeting Maritime Systems 704-709 PDF
  Giacomo Longo
• Data/Process Analysis for Advanced Interoperable Cyber Ranges 710-716 PDF
  Giuseppe Salerno
• Large Language Models integration in Digital Humanities 717-723 PDF
  Giovanni Sullutrone
• Symbolic Regression for Medical Scoring Systems: a Bayesian and Multi-Objective Approach 724-730 PDF
  Mattia Billa
• A Lakehouse-based platform for Data-driven Sustainability Monitoring in Energy-Intensive Production 731-737 PDF
  Paola Magrino