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31st SEBD 2023: Galzingano Terme, Italy
- Diego Calvanese, Claudia Diamantini, Guglielmo Faggioli, Nicola Ferro, Stefano Marchesin, Gianmaria Silvello, Letizia Tanca:
Proceedings of the 31st Symposium of Advanced Database Systems, Galzingano Terme, Italy, July 2nd to 5th, 2023. CEUR Workshop Proceedings 3478, CEUR-WS.org 2023
Keynotes
- Yannis E. Ioannidis:
User-Defined Functions in Relational Databases: Challenges and Promising Solutions based on YeSQL. 1-2 - Julia Stoyanovich:
Responsible Data Management. 3-4 - Carlo Curino:
Tensor Query Processing: How to ride the AI investment wave for database analytics? 5-6
Taste-of-time Award: Winner
- Antonio Albano, Carla Brasini, Milena Diotallevi, Giorgio Ghelli, Renzo Orsini:
A Guided Tour of the Fibonacci System: Taste of Time. 7-10
Taste-of-time Award: Honorable Mention
- Domenico Beneventano, Sonia Bergamaschi, Stefano Lodi, Claudio Sartori:
Reasoning with Constraints in Database Models. 11-12
Learning frameworks and structures
- Alessia Amelio, Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili:
DLE4FC: a Deep Learning Ensemble to Identify Fabric Colors. 13-21 - Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano:
Multiple Instance Learning for Diabetic Retinopathy Detection. 22-31 - Ilaria Bartolini, Marco Patella:
From RAM3S to SPAF: Towards a Stream Processing Abstracting Framework. 32-40 - Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Giorgio Terracina, Domenico Ursino, Luca Virgili:
NT4XAI: a Framework Exploiting Network Theory to Support XAI on Classifiers. 41-50 - Massimo Coluzzi, Amos Brocco, Tiziano Leidi:
Consistently Faster: A Survey and Fair Comparison of Consistent Hashing Algorithms. 51-64 - Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra:
Attribution Methods Assessment for Interpretable Machine Learning. 65-75 - Emrul Hasan, Chen Ding, Alfredo Cuzzocrea, Islam Belmerabet:
An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data. 76-87 - Corrado Loglisci, Ivan Diliso, Donato Malerba:
A Hybrid Quantum-Classical Framework for Binary Classification in Online Learning. 88-99
Entity Extraction, Matching and Modelling
- Andrea Avignone, Silvia Chiusano, Alessandro Fiori, Paolo Garza, Emanuele Marchetta:
A Novel DB CASE Tool for Relational Databases. 100 - Andrea Baraldi, Francesco Del Buono, Francesco Guerra, Giacomo Guiduzzi, Matteo Paganelli, Maurizio Vincini:
Interpretable Entity Matching with WYM. 101-109 - Valerio Bellandi, Silvana Castano, Stefano Montanelli, Davide Riva:
A Service Architecture for AI-based Legal Knowledge Extraction. 110-119 - Alfio Ferrara, Sergio Picascia, Elisabetta Rocchetti:
A Discussion on Open Issues Regarding Human Value Detection in Arguments. 120-132 - Alfio Ferrara, Darya Shlyk:
SpanIE: A Span-based Approach to OpenIE. 133-140 - Luca Gagliardelli, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, Themis Palpanas:
A general approach to Supervised Meta-Blocking. 141-150
Knowledge Bases and Data Semantics
- Ada Bagozi, Devis Bianchini, Valeria De Antonellis, Massimiliano Garda, Michele Melchiori:
Multi-perspective Description and Search of Smart Contracts for DApp Design. 151-159 - Giovanni Buzzega, Veronica Guidetti, Federica Mandreoli, Luca Mariotti, Andrea Belli, Paolo Lombardi:
Automated Knowledge Graph Completion for Natural Language Understanding: Known Paths and Future Directions. 160-172 - Emanuele Cavalleri, Sara Bonfitto, Alberto Cabri, Jessica Gliozzo, Paolo Perlasca, Mauricio Soto Gomez, Gabriella Trucco, Elena Casiraghi, Giorgio Valentini, Marco Mesiti:
Towards the Construction of an RNA-centered Knowledge Graph. 173-180 - Alessandro De Bellis, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia, Azzurra Ragone, Eugenio Di Sciascio:
Semantic Interpretation of BERT Embeddings with Knowledge Graphs. 181-191 - Antonio De Nicola, Anna Formica, Ida Mele, Michele Missikoff, Francesco Taglino:
Towards a Formal Approach to a Knowledge Base Supporting Business Process Analysis. 192-199 - Fabio Giachelle, Stefano Marchesin, Gianmaria Silvello, Omar Alonso:
CoreKB: A Web-based Platform for Searching Reliable Facts over a Medical Knowledge Base. 200-209 - Zhenzhen Gu, Diego Calvanese, Marco Di Panfilo
, Davide Lanti
Ontology-Based Data Federation - A Framework Proposal. 210-219 - Domenico Lembo, Maurizio Lenzerini, Antonella Poggi, Roberta Radini, Michele Riccio, Valerio Santarelli:
Bridging the Gap Between Micro and Macro Data: Ontologies to the Rescue. 220-227 - Laura Menotti
An Ontology-Driven Knowledge Extraction Tool for Pathology Record Classification. 228-238
Data Quality
- Fabio Azzalini, Cinzia Cappiello, Chiara Criscuolo, Sergio Cuzzucoli, Alessandro Dangelo
Data Quality and Fairness: Rivals or Friends? 239-247 - Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone:
Injecting Conceptual Constraints into Data Fabrics. 248-258 - Francesco Parisi, John Grant:
How Many Inconsistencies Are In Your Database? 259-269 - Reza Shahbazian, Irina Trubitsyna:
DEGAIN as tool for Missing Data Imputation. 270-278
Graph-based methods and applications
- Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra:
Graph Representation Learning for Complex Security Problems. 279-290 - Alan Dearle, Graham N. C. Kirby, Özgür Akgün:
An Approach to Population Linkage using Graph Databases. 291-302 - Davide Di Pierro, Stefano Ferilli:
An API for Ontology-driven LPG Graph DB Management. 303-316 - Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato:
HEMR: Hypergraph Embeddings for Music Recommendation. 317-325 - Davide Magnanimi, Stefano Ceri, Luigi Bellomarini, Davide Martinenghi:
The Company Control Problem, Reactively. 326-334 - Kiran Mukunda, Abhishek Santra, Sharma Chakravarthy:
The Challenge of Finding Degree Centrality Nodes in Heterogeneous Multilayer Networks. 335-348
Querying
- Marco Alessio, Guglielmo Faggioli, Nicola Ferro:
A Modular Framework for Conversational Search Reproducible Experimentation. 349-359 - Marco Calautti, Sergio Greco, Hebatalla Hammad, Tariq Mahmood, Cristian Molinaro, Irina Trubitsyna:
Querying Data Exchange Settings Beyond Positive Queries. 360-368 - Claudia Diamantini, Domenico Potena, Emanuele Storti:
Analytic query answering in a Semantic Data Lake. 369-378 - Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
On the Limitations of Query Performance Prediction for Neural IR. 379-390 - Chiara Forresi, Matteo Francia, Enrico Gallinucci, Matteo Golfarelli:
On the Optimization of Query Plans in Multistores. 391-400 - Heba M. Wagih, Marco Calautti:
Enhancing Ontological Query-Rewriting via Parallelization. 401-409 - Giovanni Simonini, Luca Zecchini
Entity Resolution On-Demand for Querying Dirty Datasets. 410-419
Machine learning and DBs
- Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone:
An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes. 420-429 - Erica Coppolillo, Daniela Gallo, Angelica Liguori, Simone Mungari, Ettore Ritacco, Giuseppe Manco:
Siamese Network for Fake Item Detection. 430-438 - Roberto Esposito, Mirko Polato, Marco Aldinucci:
Boosting Methods for Federated Learning. 439-448 - Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Francesco Moscato:
Unsupervised Anomaly Detection in Predictive Maintenance Using Sound Data. 449-458 - Angelica Liguori, Simone Mungari, Ettore Ritacco, Francesco Ricca, Giuseppe Manco, Salvatore Iiritano:
Neuro-Symbolic techniques for Predictive Maintenance. 459-468 - Tariq Mahmood, Seyedeh Khadijeh Hashemi, Seyedeh Leili Mirtaheri, Sergio Greco:
Machine Learning Techniques for Detecting Fraud in Credit Card Transactions. 469-478 - Enzo Veltri, Gilbert Badaro, Mohammed Saeed, Paolo Papotti:
Attribute Ambiguity Discovery: A Deep Learning Approach via Unsupervised Learning. 479-487 - Shuyi Yang, Mattia Cerrato, Dino Ienco, Ruggero G. Pensa, Roberto Esposito:
Fair Semi-supervised Representation Learning for Tabular Data Classification. 488-496
Learning from data: Applications
- Flora Amato, Simona Fioretto, Eugenio Forgillo, Elio Masciari, Nicola Mazzocca, Sabrina Merola, Enea Vincenzo Napolitano:
Introducing AI-Based Techniques in the Justice Sector: A Proposal for Digital Transformation of Court Offices. 497-504 - Marcello Bavaro, Tommaso Dolci, Davide Piantella:
BioVec-Ita: Biomedical Word Embeddings for the Italian Language. 505-513 - Luca Caviglione, Carmela Comito, Massimo Guarascio, Giuseppe Manco, Francesco Sergio Pisani, Marco Zuppelli:
ORISHA: Improving Threat Detection through Orchestrated Information Sharing (Discussion Paper). 514-524 - Donatella Firmani, Jerin George Mathew, Donatello Santoro, Giovanni Simonini, Luca Zecchini
Bridging the Gap between Buyers and Sellers in Data Marketplaces with Personalized Datasets. 525-534 - Sergio Flesca, Domenico Mandaglio, Francesco Scala, Andrea Tagarelli:
A Meta-Active Learning Approach Exploiting Instance Importance based on Learning Gradient Variation. 535-544 - Matteo Francia, Joseph Giovanelli, Matteo Golfarelli:
Fine-grained Soil Moisture Monitoring with PLUTO. 545-554 - Matteo Francia, Stefano Rizzi, Patrick Marcel:
Using Regression to Explain Cube Measures. 555-564 - Cristian Martella, Antonella Longo, Marco Zappatore, Antonio Ficarella:
Dataspaces in Urban Digital Twins: a Case Study in the Photovoltaics. 565-572 - Giansalvatore Mecca, Michele Santomauro, Donatello Santoro, Enzo Veltri:
Lightweight Extensible Frameworks for IoT Applications. 573-582 - Rosa Porro, Thomas Ercole, Giuseppe Pipitò
Predicting Investor Behavior and Investment Patterns in Equity and Lending Crowdfunding Campaigns. 583-594
Recommendation and Data Analysis
- Ada Bagozi, Devis Bianchini, Anisa Rula:
A Distributed Registry of Multi-perspective Data Services for the Internet of Production. 595-604 - Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili:
An Ex-post Analysis of the Phenomenon of Wash Trading on NFTs. 605-613 - Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Relaxed Functional Dependency Discovery in Incremental Scenarios. 614-622 - Anna Dalla Vecchia, Niccolò Marastoni, Barbara Oliboni, Elisa Quintarelli:
ICARE: An Intuitive Context-Aware Recommender with Explanations. 623-631 - Anna Dalla Vecchia, Sara Migliorini, Elisa Quintarelli, Alberto Belussi:
A Context-Aware Recommendation System with a Crowding Forecaster. 632-640 - Giovanna Guerrini, Daniele Traversaro:
Two Introductory Data-driven Activities for Secondary Schools. 641-649 - Divya Pragna Mulla, Mario Alessandro Bochicchio, Antonella Longo:
Systematic Literature Review on Mobile Applications on Covid-19 Crisis. 650-664 - Antonio Pellicani, Gianvito Pio, Michelangelo Ceci:
A Multi-Perspective Approach for Risky User Identification in Social Networks. 665-673
Doctoral Consortium
- Gurban Aliyev:
Analysis, Prediction and Mitigation of Exposure to Vehicular Air Pollution Based on Multi-Source Urban Data. 674-680 - Fabrizio Boninsegna:
Locality Sensitive Hashing of Trajectories Under Local Differential Privacy. 681-687 - Davide Alessandro Coccomini:
Deepfake Detection: Challenges and Solutions. 688-689 - Giulio De Sabbata:
Survey Data System: a Framework to Enhance Response Rate in Clinical Studies. 690-696 - Simona Fioretto:
Business Process Extraction from Documents with AI. 697-702 - Claudia Greco:
IoT Security: Exploring Strategies and Approaches. 703-710 - Gabriele Lagani:
Scaling Bio-Inspired Neural Features to Real-World Image Retrieval Problems. 711-717 - Emilia Lenzi:
Urban Structure and Environmental Performances: a Framework for Discovering Corresponding Pattern (Extended abstract). 718-719 - Angelo Mozzillo:
Maximizing Efficiency in Existing Data Preparation Pipelines. 720-726 - Divya Pragna Mulla, Mario Alessandro Bochicchio, Antonella Longo:
Virosensor : An Innovative Mobile Application for Predicting The Risk Of Airborne Transmission Of Covid-19 Through The Data Driven Approaches With Real-Time Data From Biosensor Systems. 727 - Enea Vincenzo Napolitano:
Trajectory Mining for Smart Cities: A Focus on Indoor Localization using 5G Technology. 728-734 - Francesco Periti:
Contextualized Semantic Shift Detection. 735-741 - Rosa Porro:
Data Science Approaches to Support the Design of Crowdfunding Campaigns. 742 - Luca Sala:
Knowledge Extraction and Cross-Language Data Integration in Digital Libraries. 743-749 - Lisa Trigiante:
Privacy-Preserving Data Integration for Health. 750-756
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