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Doctor XAI: An ontology-based approach to black-box sequential data classification explanations
Cecilia Panigutti, Alan Perotti, Dino Pedreschi
FAT* '20: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency 629–639 (2020)
Traditional versus Facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information
Kyriaki Kalimeri, Mariano Gastón Beiró, Andrea Bonanomi, Alessandro Rosina, Ciro Cattuto
Demographic Research42, 5, 133-148 (2020)
Preliminary assessment of the International Spreading Risk Associated with the 2019 novel Coronavirus (2019-nCoV) outbreak in Wuhan City
Matteo Chinazzi, Jessica T. Davis, Corrado Gioannini, Maria Litvinova, Ana Pastore Y Piontti, Luca Rossi, Xinyue Xiong, M. Elizabeth Halloran, Ira M. Longini Jr, Alessandro Vespignani
Impact of the distribution of recovery rates on disease spreading in complex networks
Guilherme Ferraz de Arruda, Giovanni Petri, Francisco Aparecido Rodrigues, Yamir Moreno
Physical Review Research2, 013046 (2020)
Centrality anomalies in complex networks as a result of model over-simplification
Luiz G. A. Alves, Alberto Aleta, Francisco Aparecido Rodrigues, Yamir Moreno, Luís A. Nunes Amaral
New Journal of Physics22, 013043 (2020)
Stable outcomes in modified fractional hedonic games
Gianpiero Monaco, Luca Moscardelli, Yllka Velaj
Autonomous Agents and Multi-Agent Systems34, 4 (2020)
Quantitative and Ontology-Based Comparison of Explanations for Image Classification
Valentina Ghidini, Alan Perotti, Rossano Schifanella
LOD 2019: Machine Learning, Optimization, and Data Science11943, 58-70 (2020)
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction
Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori, Matteo Papini, Marcello Restelli
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI) 4583-4589 (2020)
Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications
Edoardo Galimberti, Francesco Bonchi, Francesco Gullo, Tommaso Lanciano
ACM Transactions on Knowledge Discovery from Data14, 1, 11, 1-40 (2020)
Asymptomatic Infection and Transmission of Pertussis in Households: A Systematic Review
Rodger Craig, Elizabeth Kunkel, Natasha S. Crowcroft, Meagan C. Fitzpatrick, Hester De Melker, Benjamin M. Althouse, Tod Merkel, Samuel V. Scarpino, Katia Koelle, Lindsay Friedman, Callum Arnold, Shelly Bolotin
Clinical Infectious Diseases70, 1, 152–161 (2020)
Reports of the Workshops Held at the 2019 International AAAI Conference on Web and Social Media
Diego Alburez-Gutierrez, Eshwar Chandrasekharan, Rumi Chunara, Sofia Gil-Clavel, Aniko Hannak, Roberto Interdonato, Kenneth Joseph, Kyriaki Kalimeri, Momin M. Malik, Katja Mayer, Yelena Mejova, Daniela Paolotti, Emilio Zagheni
AI Magazine40 (4), 78-82 (2019)
Human-Centric Data Science for Urban Studies
Bernd Resch, Michael Szell
ISPRS International Journal of Geo-Information8(12), 584 (2019)
Quantifying echo chamber effects in information spreading over political communication networks
Wesley Cota, Silvio C. Ferreira, Romualdo Pastor-Satorras, Michele Starnini
EPJ Data Science8, 35 (2019)
Quantum Vortices, Quantum Knots: Intertwining Physics, Topology and Algebra
Mario Rasetti
Tullio Regge: An Eclectic Genius - From Quantum Gravity to Computer Play 307-314 (2019)
Bridging the gap between efficacy trials and model-based impact evaluation for new tuberculosis vaccines
Mario Tovar, Sergio Arregui, Dessislava Marinova, Carlos Martin, Joaquín Sanz, Yamir Moreno
Nature Communications10, 5457 (2019)
Visualizing structural balance in signed networks
Edoardo Galimberti, Chiara Madeddu, Francesco Bonchi, Giancarlo Ruffo
International Conference on Complex Networks and Their Applications 53-65 (2019)
Ten principles to integrate the water-energy-land nexus with climate services for co-producing local and regional integrated assessments
Roger Cremades, Hermine Mitter, Nicu Constantin Tudose, Anabel Sanchez-Plaza, Anil Graves, Annelies Broekman, Steffen Bender, Carlo Giupponi, Phoebe Koundouri, Muhamad Bahri, Sorin Cheval, Jörg Cortekar, Yamir Moreno, Oscar Melo, Katrin Karner, Cezar Ungurean, Serban Octavian Davidescu, Bernadette Kropf, Floor Brouwer, Mirabela Marin
Science of the Total Environment693, 133662 (2019)
Bayesian Stochastic Blockmodeling
Tiago De Paula Peixoto
Advances in Network Clustering and BlockmodelingChap. 11, 289-332 (2019)
Spatio-temporal Analysis of Flu-related Drugs Uptake in an Online Cohort in England
Daniela Perrotta, Dario Delle Vedove, Chinelo Obi, Richard Pebody, Rossano Schifanella, Daniela Paolotti
DPH2019: Proceedings of the 9th International Conference on Digital Public Health 111-118 (2019)
Replicator population dynamics of group interactions: Broken symmetry, thresholds for metastability, and macroscopic behavior
Emmanuel Artiges, Carlos Gracia-Lázaro, Luis Mario Floría, Yamir Moreno
Physical Review E100, 052307 (2019)
Digital Health Innovation: From Proof of Concept to Public Value
Daniela Paolotti, Umair Shah, Michael Edelstein, Onicio Leal Neto, Patricie Kostkova, Caroline Wood
DPH2019: Proceedings of the 9th International Conference on Digital Public Health 5 (2019)
Mapping the physics research space: a machine learning approach
Matteo Chinazzi, Bruno Gonçalves, Qian Zhang, Alessandro Vespignani
EPJ Data Science8: 33, (2019)
MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction
Oscar Araque, Lorenzo Gatti, Kyriaki Kalimeri
Knowledge-Based Systems191, 105184 (2019)
Discovering Polarized Communities in Signed Networks
Francesco Bonchi, Edoardo Galimberti, Aristides Gionis, Bruno Ordozgoiti, Giancarlo Ruffo
CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge Management 961-970 (2019)