Program

Sunday, 5th of September - (Click here for Zoom meeting)

Tutorials

• 16:00 - 17:00 Dino Ienco, Roberto Interdonato - Machine and Deep Learning for Earth Observation : Advanced Approaches and Practical Use Cases
• 17:00 - 18:00 Roberto Esposito - Fairness and Neural Networks

Monday, 6th of September - (Click here for Zoom meeting)

Keynote speech

• 9:00 - 10:00 Stefano Ceri - Storing and analyzing viral sequences through data-driven Genomic Computing

Session 1 - Dependencies and Data Inconsistency

• 10:00 - 10:15 Fabio Azzalini, Chiara Criscuolo, Letizia Tanca - A short account of FAIR-DB: a system to discover data bias
• 10:15 - 10:30 Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese - Efficient Validation of Functional Dependencies during Incremental Discovery
• 10:30 - 10:45 Francesco Parisi, John Grant - On Database Inconsistency Measures

Session 2 - Query Processing and Question Answering

• 11:00 - 11:15 Marco Calautti, Marco Console, Andreas Pieris - Benchmarking Approximate Consistent Query Answering
• 11:15 - 11:30 Marco Calautti, Sergio Greco, Cristian Molinaro, Irina Trubitsyna - Preference-based Inconsistency-Tolerant Query Answering under Existential Rules
• 11:30 - 11:45 Manuel Alejandro Borroto, Francesco Ricca, Bernardo Cuteri - A system for translating natural language questions into SPARQL queries with neural networks: Preliminaries results
• 11:45 - 12:00 Guglielmo Faggioli, Oleg Zendel, J. Shane Culpepper, Nicola Ferro, Falk Scholer - sMARE: An Enhanced Query Performance Prediction Evaluation Approach

Session 3 - Cybersecurity and Privacy 1

• 12:00 - 12:15 Ada Bagozi, Devis Bianchini, Valeria De Antonellis - A data-driven context-based approach for modeling Resilient Cyber Physical Production Systems
• 12:15 - 12:30 Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Selim Soufargi, Carson K. Leung - Non-Linear Analytic Prediction of IP Addresses for Supporting Cyber Attack Detection and Analysis
• 12:30 - 12:45 Michele Ianni, Elio Masciari - Some experiments on activity outlier detection

Session 4 - Cybersecurity and Privacy 2

• 14:15 - 14:30 Giuseppina Andresini, Annalisa Appice, Donato Malerba - A Two-Step Network Intrusion Detection System for Multi-Class Classification
• 14:30 - 14:45 Enrico Corradini, Serena Nicolazzo, Antonino Nocera, Domenico Ursino, Luca Virgili - Increasing protection and autonomy in the IoT through a two-tier blockchain framework

Session 5 - Knowledge and Ontologies

• 14:45 - 15:00 Silvana Castano, Alfio Ferrara, Stefano Montanelli, Francesco Periti - From Digital to Computational Humanities: The VAST Project Vision
• 15:00 - 15:15 Patrizia Agnello, Silvia Maria Ansaldi, Fabio Azzalini, Giovanni Gangemi, Davide Piantella, Emanuele Rabosio, Letizia Tanca - Extraction of Medical Concepts from Italian Natural Language Descriptions
• 15:15 - 15:30 Michele Missikoff - A Knowledge-based Approach to Business Analysis for Process Innovation
• 15:30 - 15:45 Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone - The POOR-MAD approach: Preferred Objects Over Rich, Multi-Attribute Data

Session 6 - Explanation in Machine Learning

• 16:00 - 16:15 Matteo Paganelli, Paolo Sottovia, Antonio Maccioni, Matteo Interlandi, Francesco Guerra - Using Descriptions for Explaining Entity Matches
• 16:15 - 16:30 Silvana Castano, Alfio Ferrara, Donatella Firmani, Jerin George Mathew, Stefano Montanelli - Automatic Entity Labeling through Explanation Techniques

Session 7 - Machine Learning and Data Mining 1

• 16:30 - 16:45 Chiara Zucco, Barbara Calabrese, Miriam Sturniolo, Antonio Gambardella, Mario Cannataro - A software pipeline for preprocessing and mining EEG signals: application in neurology
• 16:45 - 17:00 Ilaria Bartolini, Andrea Di Luzio - Cataplexy Detection: Neurologists, You Are Not Alone!
• 17:00 - 17:15 Chiara Zucco, Clarissa Paglia, Sonia Graziano, Sergio Bella, Mario Cannataro - Sentiment Analysis of medical questionnaires to improve adherence to telemonitoring programs
• 17:15 - 17:30 Alessio Botta, Elio Masciari - A Research Infrastructure for E-Health Big Data Analytics

Tuesday, 7th of September - (Click here for Zoom meeting)

Session 8 - Data Integration 1

• 9:00 - 9:15 Carlo Batini, Anisa Rula - From Data Quality to Big Data Quality: A Data Integration Scenario
• 9:15 - 9:30 Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan - EmbDI: Generating Embeddings for Relational Data Integration
• 9:30 - 9:45 Gianluca Cima, Marco Console, Antonella Poggi - The notion of abstraction in data integration

Session 9 - NoSQL and Storage

• 9:45 - 10:00 Marco Valzelli, Andrea Maurino, Matteo Palmonari and Blerina Spahiu - Towards an Access Control Model for Knowledge Graphs
• 10:00 - 10:15 Giuseppe Agapito, Mario Cannataro - snpStorage: a database to store and share experimental SNPs data sets
• 10:15 - 10:30 Amos Brocco - The Document Chain: a Delta CRDT framework for arbitrary JSON data
• 10:30 - 10:45 Domenico Sacca, Edoardo Serra, Antonino Rullo - Multi-Sorted Inverse Frequent Itemsets Mining for Generating Realistic No-SQL Datasets

Session 10 - Learning Paradigms

• 11:00 - 11:15 Giansalvatore Mecca, Donatello Santoro, Nazzareno Sileno, Enzo Veltri - Spice-Up your Coding Lessons with the ACME Approach
• 11:15 - 11:30 Giovanni Simonini, Henrique Saccani, Luca Gagliardelli, Luca Zecchini, Domenico Beneventano, Sonia Bergamaschi - The Case for Multi-task Active Learning Entity Resolution
• 11:30 - 11:45 Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Antonio Ferrara, Fedelucio Narducci - Federated Recommender Systems with Learning to Rank
• 11:45 - 12:00 Shuyi Yang, Dino Ienco, Roberto Esposito, Ruggero G. Pensa - An Inductive Framework for Semi-supervised Learning
• 12:00 - 12:15 Ludovica Sacco, Dino Ienco and Roberto Interdonato - A neural network strategy for supervised classification via the Learning Under Privileged Information paradigm

Session 11 - Machine Learning and Data Mining 2

• 12:15 - 12:30 Graziella De Martino, Gianvito Pio, Michelangelo Ceci - A Two-Step Method based on Embedding and Clustering to Identify Regularities in Legal Case Judgements
• 12:30 - 12:45 Alfredo Cuzzocrea, Ernesto Damiani, Hamda Al-Ali, Rabeb Mizouni, Ghalia Tello, Edoardo Fadda - From Low-Level-Event-Logs to High-Level-Business-Process-Model-Activities: An Advanced Framework based on Machine Learning and Flexible BPMN Model Translation

Session 12 - Machine Learning and Data Mining 3

• 14:15 - 14:30 Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella - Activity Daily Living prediction with Marked Temporal Point Processes
• 14:30 - 14:45 Eugenio Vocaturo, Giovanni Giallombardo, Giovanna Miglionico and Ester Zumpano - A Spherical Separation Approach for Automatic Detection of Skin Lesions
• 14:45 - 15:00 Oscar Tamburis, Elio Masciari, Gerardo Fatone - Development of a decision tree model to improve case detection via information extraction from veterinary Electronic Medical Records

Session 13 - Data Integration 2

• 15:00 - 15:15 Sara Bonfitto, Luca Cappelletti, Elena Casiraghi, Paolo Perlasca, Fabrizio Trovato, Giorgio Valentini, Marco Mesiti - A Web Tool for the Semantic Integration of Heterogeneous and Complex Spreadsheet Tables
• 15:15 - 15:30 Matteo Francia, Enrico Gallinucci, Matteo Golfarelli - Conversational OLAP
• 15:30 - 15:45 Adriane Chapman, Paolo Missier, Giulia Simonelli, Riccardo Torlone - Fine-grained Provenance for High-quality Data Science

Session 14 - Network Analysis

• 16:00 - 16:15 Paolo Buono, Miguel Ceriani, Maria Costabile - Hypergraph Data Analysis with PAOHVis
• 16:15 - 16:30 Marianna Milano, Mario Cannataro - A novel network-based methodology for analysis of COVID-19 data
• 16:30 - 16:45 Francesco Cauteruccio, Enrico Corradini, Giorgio Terracina, Domenico Ursino, Luca Virgili - An investigation on Not Safe For Work adult content in Reddit
• 16:45 - 17:00 Giuseppe De Candia, Tommaso Di Noia, Eugenio Di Sciascio, Felice Antonio Merra - AMFLP: Adversarial Matrix Factorization-based Link Predictor in Social Graphs
• 17:00 - 17:15 Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Selim Soufargi, Carson K. Leung - An Effective and Efficient Graph Representation Learning Approach for Big Graphs

Keynote speech

• 17:15 - 18:15 Phokion G. Kolaitis - Computational Social Choice and Incomplete Information

SEBD Amarcord

• 18:15 - 19:15Valeria De Antonellis, Fausto Rabitti, Domenico Saccà - SEBD Amarcord

Wednesday, 8th of September - (Click here for Zoom meeting)

Keynote speech

• 9:00 - 10:00 Carlo Zaniolo - Scalable Algorithms and Big-Data Applications by Recursive SQL Queries with Aggregates: a Datalog-enabled approach

Session 15 - Deep Learning 1

• 10:00 - 10:15 Fabio Valerio Massoli, Donato Cafarelli, Giuseppe Amato, Fabrizio Falchi - A Multi-resolution Training for Expression Recognition in the Wild
• 10:15 - 10:30 Gianluca Bonifazi, Enrico Corradini, Gianluca Porcino, Alessandro Scopelliti, Domenico Ursino, Luca Virgili - Applying Generative Adversarial Networks to perform gaze path prediction in websites
• 10:30 - 10:45 Luca Ciampi, Carlos Santiago, Joao Paulo Costeira, Claudio Gennaro, Giuseppe Amato - Traffic Density Estimation via Unsupervised Domain Adaptation

Session 16 - Deep Learning 2

• 11:00 - 11:15 Luciano Caroprese, Giuseppe Manco, Marco Minici, Francesco Sergio Pisani and Ettore Ritacco - Unbiasing Collaborative Filtering for Popularity-Aware Recommendation
• 11:15 - 11:30 Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Manuel Roveri - RECKONition: a NLP-based system for Industrial Accidents at Work Prevention
• 11:30 - 11:45 Angelica Liguori, Giuseppe Manco, Ettore Ritacco, Massimilano Ruffolo, Salvatore Iiritano - A Deep Learning Approach for Unsupervised Failure Detection in Smart Industry

Session 17 - Cybersecurity and Privacy 3

• 11:45 - 12:00 Elena Battaglia, Ruggero G. Pensa - DP-DILCA: Learning Differentially Private Context-based Distances for Categorical Data
• 12:00 - 12:15 Maria Teresa Baldassarre, Vita Santa Barletta, Danilo Caivano, Giovanni Dimauro, Antonio Piccinno - A Collaborative Tool to Support Junior Developers in Secure Software Development
• 12:15 - 12:30 Gianluca Cima, Domenico Lembo, Riccardo Rosati, Domenico Fabio Savo - Privacy Preserving Query Answering in Description Logics Through Instance Indistinguishability
• 12:30 - 12:45 Maurizio Atzori, Alessandro Barenghi, Sara Comai, Mariagrazia Fugini, Diego Marcia, Gerardo Pelosi, Manuela Sanguinetti, Vincenzo Scotti - Improving Work Life Conditions via Portable Knowledge-Driven Recommender System

Session 18- Machine Learning and Data Mining 4

• 14:15 - 14:30 Fabio Giachelle, Dennis Dosso, Gianmaria Silvello - NanoWeb: Search, Access and Explore Life Science Nanopublications on the Web
• 14:30 - 14:45 Michele Berno, Marco Canil, Nicola Chiarello, Luca Piazzon, Fabio Berti, Francesca Ferrari, Alessandro Zaupa, Nicola Ferro, Michele Rossi, Gian Antonio Susto - A Data Management and Anomaly Detection Solution for the Entertainment Industry
• 14:45 - 15:00 Patrizia Agnello, Silvia Maria Ansaldi, Emilia Lenzi, Alessio Mongelluzzo, Davide Piantella, Manuel Roveri, Fabio A. Schreiber, Alessandra Scutti, Mahsa Shekari, Letizia Tanca - RECKOn: a REal-world, Context-aware KnOwledge-based lab
• 15:00 - 15:15 Flora Amato, Francesco Moscato, Vincenzo Moscato and Giancarlo Sperlì - Smart Conversational User Interface for recommending Cultural Heritage Points of Interest

Thursday, 9th of September - (Click here for Zoom meeting)

Seminar on Reminiscence of TIDB 1981

• 9:00 - 9:30 Domenico Saccà, Nicolas Spyratos - The story of TIDB
• 9:30 - 10:00 Giorgio Ausiello - Computer Science Theory at the time of TIDB 1981
• 10:00 - 10:30 Francois Bancilhon - From database theory to database practice
• 10:30 - 11:00 Carlo Zaniolo - Health and long life to DATALOG
• 11:30 - 13:00 Panel: The Past and the Future of Computer Science Theory - Ronald Fagin, Georg Gottlob, Christos Papadimitriou and Moshe Vardi will be interviewed by Giorgio Ausiello, Maurizio Lenzerini, Luigi Palopoli, Domenico Saccà and Francesco Scarcello