SoBigData++: European Integrated Infrastructure for Social Mining and Big Data Analytics

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

SoBigData Interest groups report 3

The deliverable will contain the activities in the interest groups, reporting the creation of new ones and the status of the resources available.

Sustainability Plan 1

This report will provide a detailed sustainability plan for the new panEuropean SoBigData infrastructure including the creation of the Association and the creation of the SoBigData Foundation and will include plans for the SoBigData platform for the afterproject future

SoBigData Interest groups report 1

The deliverable will contain the activities in the interest groups, reporting the creation of new ones and the status of the resources available.

Dissemination and impact report and plan for following period 2

The annually updated report includes the description of dissemination and impact activities undertaken and scientific papers published as well as the planning for the following year

Periodic Training Reports 3

This deliverable reports on the training activities carried out in this work package, including reports on online courses, summer schools, datathons, and the supported events for young female and minority group researchers.

Periodic and Assessment Report on VA Activities 2

Report on the eInfrastructure operation activity since its last deployment including a detailed set of usage indicators Indicators will be generated automatically by the VA einfrastructure and their current status can be consulted at any moment from the VA einfrastructure portal This report will also contain the periodic assessment of the access services carried out by the SoBigData Project Advisory Board

SoBigData e-Infrastructure Common Facilities 2

Report documenting the releases of the social mining computational engine the online coding and workflow design frameworks and the online science monitoring dashboard Each version will collect the design principles and reference architectures of the released solutions

Innovation Report 3

This deliverable reports activities of the innovation activities of the WP including the ‘Challenge Us’ participation statistics and results.

Periodic Report on VA Activities 1

Periodic report on TA activities 2

This deliverable will report on calls initiated in the reporting period, user selection process and outcomes, TA visit reports, and self-evaluation. The M24 and M48 periodic reports will also contain plans for TA calls for the subsequent period.

Innovation Report and planning for the next period 1

This deliverable reports activities of the innovation activities of the WP including the ‘Challenge Us’ participation statistics and results.

Initial dissemination and impact plan

The plan concerns the first period of activity and matches the project’s dissemination goals with available opportunities, which cannot be assessed at the proposal stage.

Periodic Report on VA Activities 3

Periodic and Assessment Report on VA Activities 4

Report on the e-Infrastructure operation activity since its last deployment, including a detailed set of usage indicators. Indicators will be generated automatically by the VA e-infrastructure and their current status can be consulted at any moment from the VA e-infrastructure portal. This report will also contain the periodic assessment of the access services carried out by the SoBigData++ Project Advisory Board.

All Relevant Boards established

Definition of the composition and installation of the boards involved in the project’s management.

Initial Exploratory activities planning

The deliverable will contain the initial plan for the development of the Exploratories.

SoBigData e-Infrastructure Common Facilities 1

Report documenting the releases of the social mining computational engine, the online coding and workflow design frameworks, and the online science monitoring dashboard. Each version will collect the design principles and reference architectures of the released solutions.

Sustainability Plan 2

This report will provide a detailed sustainability plan for the new pan-European SoBigData++ infrastructure including the creation of the Association, and the creation of the SoBigData Foundation and will include plans for the SoBigData platform for the after-project future.

SoBigData e-Infrastructure Operation Report 1

Report on the SoBigData e-Infrastructure operation activity since its deployment, including a detailed set of usage indicators (i.e. the number of users, accesses to resources, usage of resources from scientists, etc.). Indicators will be monthly generated automatically by the SoBigData enabling technology and their current status will be made accessible to the SoBigData VA managers.

Periodic report on TA activities 3

Periodic report on TA activities 1

This deliverable will report on calls initiated in the reporting period user selection process and outcomes TA visit reports and selfevaluation The M24 and M48 periodic reports will also contain plans for TA calls for the subsequent period

Exploratory activities report and planning for the next period 1

The deliverable will contain all activities, and planning for the next period, of all the Exploratories including integrated stories and experiments done by trans-national and virtual access users.

Dissemination and impact report and plan for following period 1

The annually updated report includes the description of dissemination and impact activities undertaken and scientific papers published, as well as the planning for the following year.

Dissemination and impact report and plan for following period 3

The annually updated report includes the description of dissemination and impact activities undertaken and scientific papers published, as well as the planning for the following year.

SoBigData Interest groups report 2

The deliverable will contain the activities in the interest groups reporting the creation of new ones and the status of the resources available

Filling the gaps: Emerging new analytical technologies 2

This deliverable will report on the research activities and resulting developed methods. The report will also focus (with a link to WP3) on the scientific publication produced by this activity.

Periodic Training Reports and planning for the next period 2

Ethics and Legality Framework activities 1

Report describing activities performed in the WP as a whole and specifically activities carried out in the various boards.

SoBigData e-Infrastructure Operation Report 3

Ethic and Legality Board Establishment

Report describing the composition of the new operational ethics board and the core part of the high-level advisory position board.

Initial Planning for Training Programme

This deliverable summarizes the plans for the training programme.

Innovation Action Plan

Reports the creation and the status of the industrial board.

Periodic Training Reports and planning for the next period 1

This deliverable reports on the training activities carried out in this work package including reports on online courses summer schools datathons and the supported events for young female and minority group researchers

Filling the gaps: Emerging new analytical technologies 1

This deliverable will report on the research activities and resulting developed methods. The report will also focus (with a link to WP3) on the scientific publication produced by this activity.

Exploratory activities report and planning for the next period 2

The deliverable will contain all activities and planning for the next period of all the Exploratories including integrated stories and experiments done by transnational and virtual access users

SoBigData e-Infrastructure Operation Report 2

Report on the SoBigData eInfrastructure operation activity since its deployment including a detailed set of usage indicators ie the number of users accesses to resources usage of resources from scientists etc Indicators will be monthly generated automatically by the SoBigData enabling technology and their current status will be made accessible to the SoBigData VA managers

Innovation Report and planning for the next period 2

This deliverable reports activities of the innovation activities of the WP including the Challenge Us participation statistics and results

Exploratory activities report 3

The deliverable will contain all activities, and planning for the next period, of all the Exploratories including integrated stories and experiments done by trans-national and virtual access users.

Ethics and Legality Framework activities 2

Report describing activities performed in the WP as a whole and specifical activities carried out in the various boards

Ethics and Legality Framework activities 3

Report describing activities performed in the WP as a whole and specifical activities carried out in the various boards.

Sustainability Plan 3

Social Data resources and Social media observatory

The purpose of this deliverable is to provide an ongoing and up to date portal containing the description of available datasets in the consortium. The description includes statistics, metadata, sharing policies and archiving technologies as well as the preservation provisions and lifespan. Moreover, it contains information about social media observatory in terms of status and usage.

Social mining services and application integration

Consolidated design and integration of enhanced services and applications. The deliverable will be updated continuously and will be part of the platform as a list of methods and applications available in the e-infrastructure.

Risk Identification and Evaluation

Will address different kinds of risk (external, internal, strategic, operational, other) and will be updated periodically from the Management Board.

Supercomputing Network management and access reports

Continuously report the access to the Supercomputing Network portal and the statistics in the network usage and the number of experiments performed to the facilities.

Publicaciones

An open data index to assess the green transition - A study on all Italian municipalities

Autores: Alessio Muscillo, Simona Re, Sergio Gambacorta, Giuseppe Ferrara, Nicola Tagliafierro, Emiliano Borello, Alessandro Rubino, Angelo Facchini
Publicado en: Ecological Economics, Edición 212, 2024, Página(s) 107924, ISSN 0921-8009
Editor: Elsevier BV
DOI: 10.1016/j.ecolecon.2023.107924

Generating mobility networks with generative adversarial networks

Autores: Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo
Publicado en: EPJ Data Science, Edición 11, 2022, ISSN 2193-1127
Editor: SpringerOpen
DOI: 10.1140/epjds/s13688-022-00372-4

A Survey on Deep Learning for Human Mobility

Autores: LucaMassimiliano; BarlacchiGianni; LepriBruno; PappalardoLuca
Publicado en: ACM Computing SurveysVol. 55, No. 1, Edición 1, 2023, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.48550/arxiv.2012.02825

Evaluating local explanation methods on ground truth

Autores: Riccardo Guidotti
Publicado en: Artificial Intelligence, Edición 291, 2021, Página(s) 103428, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach

Autores: Andrea Mastropietro, Giuseppe Pasculli, Jürgen Bajorath
Publicado en: STAR Protocols, Edición 3, 2024, Página(s) 101887, ISSN 2666-1667
Editor: Elsevier
DOI: 10.1016/j.xpro.2022.101887

Effects of speed, agility and quickness training programme on cognitive and physical performance in preadolescent soccer players

Autores: Athos Trecroci, Luca Cavaggioni, Alessio Rossi, Andrea Moriondo, Giampiero Merati, Hadi Nobari, Luca Paolo Ardigò, Damiano Formenti
Publicado en: PLOS ONE, Edición 17, 2022, Página(s) e0277683, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0277683

An ethico-legal framework for social data science

Autores: Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten
Publicado en: International Journal of Data Science and Analytics, Edición 11/4, 2021, Página(s) 377-390, ISSN 2364-415X
Editor: Springer
DOI: 10.1007/s41060-020-00211-7

Multi-Dimensional Randomized Response

Autores: Josep Domingo-Ferrer, Jordi Soria-Comas
Publicado en: IEEE Transactions on Knowledge and Data Engineering, 2020, Página(s) 1-1, ISSN 1041-4347
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2020.3045759

Confidence-ranked reconstruction of census records from aggregate statistics fails to capture privacy risks and reidentifiability

Autores: David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
Publicado en: Proceedings of the National Academy of Sciences, Edición 120, 2023, ISSN 0027-8424
Editor: National Academy of Sciences
DOI: 10.1073/pnas.2303890120

Addressing the socioeconomic divide in computational modeling for infectious diseases

Autores: Michele Tizzoni; Elaine O. Nsoesie; Laetitia Gauvin; Márton Karsai; Nicola Perra; Shweta Bansal
Publicado en: Nature Communications, Edición 13, Article number: 2897 (2022), 2022, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-022-30688-8

Automatic Assessment of Privacy Policies under the GDPR

Autores: David Sánchez, Alexandre Viejo, Montserrat Batet
Publicado en: Applied Sciences, Edición 11/4, 2021, Página(s) 1762, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app11041762

A model for social spreading of Covid-19

Autores: Barrio, Rafael A.; Kaski, Kimmo K.; Haraldsson, Guđmundur G.; Aspelund, Thor; Govezensky, Tzipe
Publicado en: Physica A: Statistical Mechanics and its Applications, Edición Volume 582, 15 November 2021, 126274, 2021, ISSN 0378-4371
Editor: Elsevier BV
DOI: 10.1016/j.physa.2021.126274

Secure, accurate and privacy-aware fully decentralized learning via co-utility

Autores: Jesús Manjón; Josep Domingo-Ferrer; David Sánchez; Alberto Blanco-Justicia
Publicado en: Elsevier - Computer Communications, Edición Volume 207, 1 July 2023,, 2023, Página(s) Pages 1-18, ISSN 0140-3664
Editor: Elsevier BV
DOI: 10.1016/j.comcom.2023.05.006

A narrative review for a machine learning application in sports: an example based on injury forecasting in soccer

Autores: Alessio Rossi; Luca Pappalardo; Paolo Cintia
Publicado en: MDPI Journals Sports, Edición 1, 2022, ISSN 2075-4663
Editor: MDPI
DOI: 10.3390/sports10010005

NetMe 2.0: a web-based platform for extracting and modeling knowledge from biomedical literature as a labeled graph

Autores: Antonio Di Maria, Lorenzo Bellomo, Fabrizio Billeci, Alfio Cardillo, Salvatore Alaimo, Paolo Ferragina, Alfredo Ferro, Alfredo Pulvirenti
Publicado en: Bioinformatics, Edición 40, 2024, ISSN 1367-4811
Editor: Oxford University Press
DOI: 10.1093/bioinformatics/btae194

Human-agent coordination in a group formation game

Autores: Takko, Tuomas; Bhattacharya, Kunal; Monsivais, Daniel; Kaski, Kimmo
Publicado en: Springer Nature Scientific Reports, Edición Scientific Reports, Vol 11, Iss 1, Pp 1-10 (2021), 2021, ISSN 2662-9283
Editor: Springer Nature
DOI: 10.48550/arxiv.2105.09764

A faster horse on a safer trail: generalized inference for the efficient reconstruction of weighted networks

Autores: Federica Parisi; Tiziano Squartini; Diego Garlaschelli
Publicado en: Journal of Physics, Edición 1, 2020, ISSN 1742-5468
Editor: Institute of Physics
DOI: 10.48550/arxiv.1811.09829

Fair detection of poisoning attacks in federated learning on non-i.i.d. data

Autores: Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer
Publicado en: Data Mining and Knowledge Discovery, Edición 1, 2023, ISSN 1384-5810
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10618-022-00912-6

Explainable AI for malnutrition risk prediction from m-Health and clinical data

Autores: Flavio Di Martino; Franca Delmastro; Cristina Dolciotti
Publicado en: Smart Health, Edición Volume 30, December 2023, 100429, 2023, ISSN 2352-6483
Editor: Elsevier Science Direct
DOI: 10.1016/j.smhl.2023.100429

The limits of differential privacy (and its misuse in data release and machine learning)

Autores: Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
Publicado en: Communications of the ACM, Edición 64/7, 2021, Página(s) 33-35, ISSN 0001-0782
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3433638

COMPASS: Unsupervised and online clustering of complex human activities from smartphone sensors

Autores: Mattia Giovanni Campana; Franca Delmastro
Publicado en: Expert systems with applications, Edición Volume 181, 1 November 2021, 115124, 2021, Página(s) https://arxiv.org/pdf/2306.15437.pdf, ISSN 0957-4174
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2021.115124

Regional Bioelectrical Phase Angle Is More Informative than Whole-Body Phase Angle for Monitoring Neuromuscular Performance: A Pilot Study in Elite Young Soccer Players

Autores: Tindaro Bongiovanni; Alessio Rossi; Athos Trecroci; Giulia Martera; F. Marcello Iaia; Giampietro Alberti; Giulio Pasta; Mathieu Lacome
Publicado en: Sports, Edición Volume 10; Edición 5; Pages: 66, 2022, ISSN 2078-2489
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sports10050066

Finding Path Motifs in Large Temporal Graphs Using Algebraic Fingerprints

Autores: Suhas Thejaswi, Aristides Gionis, Juho Lauri
Publicado en: Big Data, Edición 8/5, 2020, Página(s) 335-362, ISSN 2167-6461
Editor: Mary Ann Liebert inc. Publishers
DOI: 10.1089/big.2020.0078

A decade of social bot detection

Autores: Stefano Cresci
Publicado en: Communications of the ACM, Edición 63/10, 2020, Página(s) 72-83, ISSN 0001-0782
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3409116

Supplementary information.pdf from On the impact of publicly available news and information transfer to financial markets

Autores: Jazbec, Metod; Pàsztor, Barna; Faltings, Felix; Antulov-Fantulin, Nino; Kolm, Petter N.
Publicado en: Royal Society Open Science, Volume 8, Edición 7, Edición 64, 2021, ISSN 2054-5703
Editor: Royal Society
DOI: 10.6084/m9.figshare.15032704

Changes in Upper-Body Muscular Strength and Power in Paralympic Swimmers: Effects of Training Confinement during the COVID-19 Pandemic

Autores: Luca Cavaggioni; Alessio Rossi; Massimiliano Tosin; Raffaele Scurati; Giovanni Michielon; Giampietro Alberti; Giampiero Merati; Damiano Formenti; Athos Trecroci
Publicado en: IJERPH, Edición Int. J. Environ. Res. Public Health 2022, 19(9), 5382, 2022, ISSN 1660-4601
Editor: MDPI
DOI: 10.3390/ijerph19095382

Towards a Digital Ecosystem of Trust: Ethical, Legal and Societal Implications

Autores: giovanni comande; Salvatore Ruggieri; Fosca Giannotti; Francesca Pratesi
Publicado en: Opinio Juris in Comparatione, Edición 1, 2021, ISSN 2281-5147
Editor: Pacini Giurica

ANGEL: efficient, and effective, node-centric community discovery in static and dynamic networks

Autores: Giulio Rossetti
Publicado en: Applied Network Science, Edición 5/1, 2020, ISSN 2364-8228
Editor: Springer
DOI: 10.1007/s41109-020-00270-6

Disarming visualization-based approaches in malware detection systems

Autores: Lara Saidia Fascí; Marco Fisichella; Gianluca Lax; Chenyi Qian
Publicado en: Science Direct, Elsevier, Computers & Security, Edición Volume 126, March 2023, 103062, 2023, ISSN 0167-4048
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2022.103062

Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic

Autores: Hao Cui, János Kertész
Publicado en: EPJ Data Science, Edición 10/1, 2021, ISSN 2193-1127
Editor: Springer
DOI: 10.1140/epjds/s13688-021-00263-0

BioTAGME: A Comprehensive Platform for Biological Knowledge Network Analysis

Autores: Antonio Di Maria; Salvatore Alaimo; Lorenzo Bellomo; Fabrizio Billeci; Paolo Ferragina; Alfredo Ferro; Alfredo Pulvirenti
Publicado en: Network Bioscience Volume II, Edición 1, 2022, ISSN 2296-889X
Editor: Frontiers
DOI: 10.3389/fgene.2022.855739

Interaction Strength Analysis to Model Retweet Cascade Graphs

Autores: Paola Zola, Guglielmo Cola, Michele Mazza, Maurizio Tesconi
Publicado en: Applied Sciences, Edición 10/23, 2020, Página(s) 8394, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app10238394

The PGM-index

Autores: Paolo Ferragina, Giorgio Vinciguerra
Publicado en: Proceedings of the VLDB Endowment, Edición 13/8, 2020, Página(s) 1162-1175, ISSN 2150-8097
Editor: ACM
DOI: 10.14778/3389133.3389135

The role of geography in the complex diffusion of innovations.

Autores: Balázs Lengyel; Eszter Bokányi; Riccardo Di Clemente; Riccardo Di Clemente; Riccardo Di Clemente; János Kertész; Marta C. González; Marta C. González; Marta C. González
Publicado en: Scientific Reports, Vol 10, Iss 1, Pp 1-11 (2020), Edición 1, 2020, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-020-72137-w

Question routing via activity-weighted modularity-enhanced factorization

Autores: Vaibhav Krishna; Vaiva Vasiliauskaite; Nino Antulov-Fantulin
Publicado en: Social Network Analysis and Mining, 12, Edición 1, 2022, ISSN 1869-5469
Editor: Springer
DOI: 10.3929/ethz-b-000578768

Arbitrageurs in the Bitcoin Ecosystem: Evidence from User-Level Trading Patterns in the Mt. Gox Exchange Platform

Autores: Pietro Saggese; Alessandro Belmonte; Nicola Dimitri; Angelo Facchini; Rainer Böhme
Publicado en: Journal of Economic Behavior & Organization, Edición Volume 213, September 2023, 2023, Página(s) 251-270, ISSN 0167-2681
Editor: Elsevier BV
DOI: 10.1016/j.jebo.2023.07.025

The counterfactual framework in Jarmin et al. is not a measure of disclosure risk of respondents

Autores: Krishnamurty Muralidhar, Steven Ruggles, Josep Domingo-Ferrer, David Sánchez
Publicado en: Proceedings of the National Academy of Sciences, Edición 121, 2024, ISSN 0027-8424
Editor: National Academy of Sciences
DOI: 10.1073/pnas.2319484121

Exposure Inequality in People Recommender Systems: The Long-Term Effects

Autores: Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Publicado en: Proceedings of the International AAAI Conference on Web and Social Media, Edición 16, 2022, Página(s) 194-204, ISSN 2334-0770
Editor: Advancement of Artificial Intelligence
DOI: 10.1609/icwsm.v16i1.19284

A Deep Gravity model for mobility flows generation.

Autores: Filippo Simini; Gianni Barlacchi; Massimilano Luca; Luca Pappalardo
Publicado en: Nature communications 12 (2021). doi:10.1038/s41467-021-26752-4, Edición 1, 2021, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-021-26752-4

Relationship between Cognitive Functions and Sport-Specific Physical Performance in Youth Volleyball Players

Autores: Athos Trecroci; Marco Duca; Luca Cavaggioni; Alessio Rossi; Raffaele Scurati; Stefano Longo; Giampiero Merati; Giampietro Alberti; Damiano Formenti
Publicado en: MDPI Brain Science, Edición Brain Sci. 2021, 11(2), 227, 2021, ISSN 2076-3425
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci11020227

Opinion Dynamic Modeling of News Perception

Autores: Letizia Milli
Publicado en: info:cnr-pdr/source/autori:Milli L./titolo:Opinion dynamic modeling of news perception/doi:10.1007%2Fs41109-021-00412-4/rivista:Applied network science/anno:2021/pagina_da:1/pagina_a:19/intervallo_pagine:1–19/volume:6, Edición 1, 2021, ISSN 2364-8228
Editor: Springer
DOI: 10.1007/s41109-021-00412-4

Change of direction asymmetry across different age categories in youth soccer

Autores: Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Publicado en: PeerJ, Edición 8, 2020, Página(s) e9486, ISSN 2167-8359
Editor: PeerJ
DOI: 10.7717/peerj.9486

On Nonlinear Learned String Indexing

Autores: Paolo Ferragina; Marco Frasca; Giosuè Cataldo Marinò; Giorgio Vinciguerra
Publicado en: IEEE Access, Edición Volume 11, 2023, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3295434

The significance of green exercise for the health and wellbeing of Italian immigrants in Norway: a mixed-methods study

Autores: Giovanna Calogiuri, Evi Petersen, Alessio Rossi, Laura Terragni
Publicado en: BMC Public Health, Edición 23, 2023, ISSN 1471-2458
Editor: BioMed Central
DOI: 10.1186/s12889-023-16375-3

Effects of Non-Sport-Specific Versus Sport-Specific Training on Physical Performance and Perceptual Response in Young Football Players

Autores: Damiano Formenti, Alessio Rossi, Tindaro Bongiovanni, Francesco Campa, Luca Cavaggioni, Giampietro Alberti, Stefano Longo, Athos Trecroci
Publicado en: International Journal of Environmental Research and Public Health, Edición 18, 2024, Página(s) 1962, ISSN 1660-4601
Editor: MDPI
DOI: 10.3390/ijerph18041962

A network simplification approach to ease topological studies about the food-web architecture

Autores: Andrea Gini, Simona Re, Angelo Facchini
Publicado en: Scientific Reports, Edición 12, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-022-17508-1

Industry 4.0 Base Technologies and Business Models: A Bibliometric Analysis

Autores: Giulio Ferrigno, Nicola Del Sarto, Andrea Piccaluga, Alessandro Baroncelli
Publicado en: Academy of Management Proceedings, Edición 2022, 2022, ISSN 0065-0668
Editor: Emerald Publishing
DOI: 10.5465/ambpp.2022.16225abstract

A Mechanistic Data-Driven Approach to Synthesize Human Mobility Considering the Spatial, Temporal, and Social Dimensions Together

Autores: Giuliano Cornacchia; Luca Pappalardo
Publicado en: ISPRS International Journal of Geo-Information, Vol 10, Iss 599, p 599 (2021), Edición 1, 2021, ISSN 2220-9964
Editor: MDPI - ISPRS International Journal of Geo-Information
DOI: 10.3390/ijgi10090599

The Weighted Bitcoin Lightning Network

Autores: Jian-Hong Lin; Emiliano Marchese; Claudio J. Tessone; Tiziano Squartini
Publicado en: Elsevier, Chaos, Solitons & Fractals, 164, Edición 1, 2022, ISSN 0960-0779
Editor: Pergamon Press Ltd.
DOI: 10.3929/ethz-b-000570292

Privacy protection of user profiles in online search via semantic randomization

Autores: Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez; Alexandre Viejo
Publicado en: Springer Link, Edición 1, 2021, ISSN 0219-1377
Editor: Springer Verlag
DOI: 10.1007/s10115-021-01597-x

Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts

Autores: Alessio Rossi, Dino Pedreschi, David A. Clifton, Davide Morelli
Publicado en: Sensors, Edición 20/24, 2020, Página(s) 7122, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20247122

XGDAG: explainable gene–disease associations via graph neural networks

Autores: Andrea Mastropietro, Gianluca De Carlo, Aris Anagnostopoulos
Publicado en: Bioinformatics, Edición 39, 2023, ISSN 1367-4811
Editor: Oxford Academic
DOI: 10.1093/bioinformatics/btad482

Achieving security and privacy in federated learning systems: Survey, research challenges and future directions

Autores: Alberto Blanco-Justicia; Josep Domingo-Ferrer; Sergio Martínez; David Sánchez; Adrian Flanagan; Kuan Eeik Tan
Publicado en: Engineering Applications of Artificial Intelligence, Edición 1, 2021, ISSN 1873-6769
Editor: Elsevier
DOI: 10.1016/j.engappai.2021.104468

Are Social Networks Watermarking Us or Are We (Unawarely) Watermarking Ourself?

Autores: Flavio Bertini; Rajesh Sharma; Danilo Montesi
Publicado en: Special Edición Visualisation and Cybersecurity. Journal of Imaging 2022, 8(5), 132, 2022, ISSN 2313-433X
Editor: Journal of Imaging MDPI
DOI: 10.3390/jimaging8050132

Fine-grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning

Autores: Tiziano Fagni; Stefano Cresci
Publicado en: Journal of Artificial Intelligence Research, Edición Volume 73, 2022, ISSN 1076-9757
Editor: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13112

Trajectory test-train overlap in next-location prediction datasets

Autores: Massimiliano Luca; Luca Pappalardo; Bruno Lepri; Gianni Barlacchi
Publicado en: Machine learning - Springer, Edición Volume 112, pages 4597–4634, (2023), 2023, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-023-06386-x

A model for the Twitter sentiment curve.

Autores: Giacomo Aletti; Irene Crimaldi; Fabio Saracco
Publicado en: PLoS ONE, Vol 16, Iss 4, p e0249634 (2021), Edición 1, 2021, ISSN 1932-6203
Editor: Public Library of Science
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Provable randomized rounding for minimum-similarity diversification

Autores: Bruno Ordozgoiti; Ananth Mahadevan; Antonis Matakos; Aristides Gionis
Publicado en: Springer, Edición 1, 2022, ISSN 1573-756X
Editor: Data Mining and Knowledge Discovery
DOI: 10.1007/s10618-021-00811-2

Living in a pandemic: changes in mobility routines, social activity and adherence to COVID-19 protective measures

Autores: Lorenzo Lucchini; Simone Centellegher; Luca Pappalardo; Riccardo Gallotti; Filippo Privitera; Bruno Lepri; Marco De Nadai
Publicado en: Scientific reports (Nature Publishing Group) 11 (2021). doi:10.1038/s41598-021-04139-1, Edición 73, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
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Secure monitoring in IoT-based services via fog orchestration

Autores: Alexandre Viejo, David Sánchez
Publicado en: Future Generation Computer Systems, Edición 107, 2020, Página(s) 443-457, ISSN 0167-739X
Editor: Elsevier BV
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Generalization of neural network models for complex network dynamics

Autores: Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Publicado en: Communications Physics, Edición 7, 2025, ISSN 2399-3650
Editor: Nature Portfolio
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An Enterprise Social Analytics Dashboard to Support Competence Valorization and Diversity Management

Autores: Giorgia Di Tommaso; Stefano Faralli; Mauro Gatti; Michela Iannotta; Giovanni Stilo; Paola Velardi
Publicado en: Applied Science 2021, 11(18), 8385, Edición Edición 18, 2021, ISSN 2076-3417
Editor: MDPI
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Bitcoin Transaction Networks: an overview of recent results

Autores: Nicoló Vallarano; Claudio J. Tessone; Claudio J. Tessone; Tiziano Squartini
Publicado en: Frontiers in Physics, 2020, ISSN 2296-424X
Editor: Frontiers
DOI: 10.48550/arxiv.2005.00114

Uncovering the mesoscale structure of the credit default swap market to improve portfolio risk modelling

Autores: I. Anagnostou, T. Squartini, D. Kandhai, D. Garlaschelli
Publicado en: Quantitative Finance, 2021, Página(s) 1-18, ISSN 1469-7688
Editor: Institute of Physics Publishing
DOI: 10.1080/14697688.2021.1890807

Influence spreading model in analysing ego-centric social networks

Autores: Vesa Kuikka; Daniel Monsivais; Kimmo Kaski; Kimmo Kaski
Publicado en: Physica A: Statistical Mechanics and its Applications, Edición 1, 2022, Página(s) volume 588, ISSN 1873-2119
Editor: Elsevier
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Towards better social crisis data with HERMES: Hybrid sensing for EmeRgency ManagEment System

Autores: Marco Avvenuti, Salvatore Bellomo, Stefano Cresci, Leonardo Nizzoli, Maurizio Tesconi
Publicado en: Pervasive and Mobile Computing, Edición 67, 2020, Página(s) 101225, ISSN 1574-1192
Editor: Elsevier BV
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Physical Activity Levels and Perceived Changes in the Context of Intra-EEA Migration: A Study on Italian Immigrants in Norway.

Autores: Giovanna Calogiuri; Giovanna Calogiuri; Alessio Rossi; Laura Terragni
Publicado en: Frontiers in Public Health, Edición Volume 9 - 2021, 2021, ISSN 2296-2565
Editor: FRONTIERS IN PUBLIC HEALTH.
DOI: 10.3389/fpubh.2021.689156

Fluctuating ecological networks: A synthesis of maximum‐entropy approaches for pattern detection and process inference

Autores: Tancredi Caruso; Giulio Virginio Clemente; Matthias C. Rillig; Diego Garlaschelli
Publicado en: Methods in Ecology and Evaluation, 2022, ISSN 2041-210X
Editor: John Wiley and Sons Inc.
DOI: 10.1111/2041-210x.13985

On some fundamental challenges in monitoring epidemics

Autores: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Publicado en: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, Edición 1, 2021, ISSN 2054-5703
Editor: The Royal Society Publishing
DOI: 10.1098/rsta.2021.0117

Ethics of smart cities: Towards value-sensitive design and co-evolving city life

Autores: Giannotti, F.; Pedreschi, D.
Publicado en: MDPI, 2021, ISSN 2071-1050
Editor: MDPI Open Access Publishing

Cross-Lingual Sentiment Quantification

Autores: Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Erik Cambria
Publicado en: IEEE Intelligent Systems, Edición 35/3, 2020, Página(s) 106-114, ISSN 1541-1672
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2020.2979203

Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study

Autores: Virginia Morini; Laura Pollacci; Giulio Rossetti
Publicado en: Journal of Applied Science, Edición Volume 11, Edición 12, 2021, ISSN 2078-2489
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app11125390

GLocalX - From Local to Global Explanations of Black Box AI Models

Autores: Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
Publicado en: Artificial Intelligence, Edición 294, 2021, Página(s) 103457, ISSN 0004-3702
Editor: Elsevier BV
DOI: 10.1016/j.artint.2021.103457

Interdisciplinary research in artificial intelligence: Lessons from COVID-19

Autores: Diletta Abbonato, Stefano Bianchini, Floriana Gargiulo, Tommaso Venturini
Publicado en: Quantitative Science Studies, Edición 5, 2024, Página(s) 922-935, ISSN 2641-3337
Editor: MIT Press Direct
DOI: 10.1162/qss_a_00329

Cycle analysis of Directed Acyclic Graphs

Autores: Tim Evans; Paul Expert; Vaiva Vasiliauskaite
Publicado en: Science Direct, Edición 1, 2021, ISSN 2352-8540
Editor: Elsevier
DOI: 10.1016/j.physa.2022.127097

Internal migration and mobile communication patterns among pairs with strong ties

Autores: Mikaela Irene D. Fudolig, Daniel Monsivais, Kunal Bhattacharya, Hang-Hyun Jo, Kimmo Kaski
Publicado en: EPJ Data Science, Edición 10/1, 2021, ISSN 2193-1127
Editor: Springer
DOI: 10.1140/epjds/s13688-021-00272-z

Modeling shock propagation and resilience in financial temporal networks

Autores: Fabrizio Lillo, Giorgio Rizzini
Publicado en: Chaos: An Interdisciplinary Journal of Nonlinear Science, Edición 35, 2025, ISSN 1054-1500
Editor: American Institute of Physics
DOI: 10.1063/5.0244665

Modelling exposure between populations using networks of mobility during COVID-19

Autores: Tuomas Takko; Kunal Bhattacharya; Kimmo Kaski
Publicado en: Front. Phys., 07 June 2023, 2023, ISSN 2296-424X
Editor: Frontiers in Physics
DOI: 10.3389/fphy.2023.1138323

A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm for Posterior Probability Adjustment

Autores: Andrea Esuli, Alessio Molinari, Fabrizio Sebastiani
Publicado en: ACM Transactions on Information Systems, Edición 39/2, 2021, Página(s) 1-34, ISSN 1046-8188
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3433164

Self-Rated Health Among Italian Immigrants Living in Norway: A Cross-Sectional Study

Autores: Laura Terragni, Alessio Rossi, Monica Miscali, Giovanna Calogiuri
Publicado en: Frontiers in Public Health, Edición 10, 2022, ISSN 2296-2565
Editor: www.frontiersin.org
DOI: 10.3389/fpubh.2022.837728

The academic wanderer: structure of collaboration network and relation with research performance

Autores: Pavlos Paraskevopoulos, Chiara Boldrini, Andrea Passarella, Marco Conti
Publicado en: Applied Network Science, Edición 6/1, 2021, ISSN 2364-8228
Editor: Springer
DOI: 10.1007/s41109-021-00369-4

Strong ensemble nonequivalence in systems with local constraints

Autores: Diego Garlaschelli; Qi Zhang
Publicado en: New Journal of Physics, Volume 24, April 2022, 2022, ISSN 1367-2630
Editor: Institute of Physics Publishing
DOI: 10.1088/1367-2630/ac5e89

Venture capital investments through the lens of network and functional data analysis

Autores: Christian Esposito; Marco Gortan; Lorenzo Testa; Francesca Chiaromonte; Giorgio Fagiolo; Andrea Mina; Giulio Rossetti
Publicado en: Applied network science (2022). doi:10.1007/s41109-022-00482-y, Edición 1, 2022, ISSN 2364-8228
Editor: Springer
DOI: 10.17863/cam.85951

Entropology: an information-theoretic approach to understanding archaeological data

Autores: Paula Gheorghiade, Vaiva Vasiliauskaite, Aleksandr Diachenko, Henry Price, Tim Evans, Ray Rivers
Publicado en: Journal of Archaeological Method and Theory (2023) 30:1109–1141, 2023, ISSN 1573-7764
Editor: Springer
DOI: 10.21203/rs.3.rs-2686626/v1

On the performance of learned data structures

Autores: Paolo Ferragina, Fabrizio Lillo, Giorgio Vinciguerra
Publicado en: Theoretical Computer Science, Edición 871, 2021, Página(s) 107-120, ISSN 0304-3975
Editor: Elsevier BV
DOI: 10.1016/j.tcs.2021.04.015

Memecry: Tracing the Repetition-with-Variation of Formulas on 4chan/pol/

Autores: Sal Hagen, Tommaso Venturini
Publicado en: SSRN Electronic Journal, 2022, ISSN 1556-5068
Editor: Taylor & Francis Online
DOI: 10.2139/ssrn.4225709

Temporal mixture ensemble models for probabilistic forecasting of intraday cryptocurrency volume

Autores: Nino Antulov-Fantulin; Tian Guo; Fabrizio Lillo
Publicado en: Decisions in Economics and Finance, 44 (2), Edición 1, 2021, ISSN 1129-6569
Editor: Springer
DOI: 10.1007/s10203-021-00344-9

Ecology in the digital world of Wikipedia

Autores: Ogushi, Fumiko; Kert��sz, J��nos; Kaski, Kimmo; Shimada, Takashi
Publicado en: Scientific Reports, Edición 1, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-97755-w

A Public Dataset of 24-h Multi-Levels Psycho-Physiological Responses in Young Healthy Adults

Autores: Alessio Rossi, Eleonora Da Pozzo, Dario Menicagli, Chiara Tremolanti, Corrado Priami, Alina Sîrbu, David A. Clifton, Claudia Martini, Davide Morelli
Publicado en: Data, Edición 5/4, 2020, Página(s) 91, ISSN 2306-5729
Editor: MDPI
DOI: 10.3390/data5040091

X-Mark: a benchmark for node-attributed community discovery algorithms

Autores: Salvatore Citraro; Salvatore Citraro; Giulio Rossetti
Publicado en: Social Network Analysis and Mining 11 (2021). doi:10.1007/s13278-021-00823-2, Edición 1, 2021, ISSN 1869-5469
Editor: Springer
DOI: 10.1007/s13278-021-00823-2

On the accuracy of short-term COVID-19 fatality forecasts

Autores: Nino Antulov-Fantulin; Lucas Böttcher
Publicado en: BMC Infectious Diseases, 22 (1), Edición 1, 2022, ISSN 1471-2334
Editor: BioMed Central
DOI: 10.3929/ethz-b-000540626

Debiaser for Multiple Variables to enhance fairness in classification tasks

Autores: Giordano d’Aloisio; Andrea D’Angelo; Antinisca Di Marco; Giovanni Stilo
Publicado en: Elsevier - Information Processing & Management, Edición Volume 60, Edición 2, March 2023, 103226, 2023, ISSN 0306-4573
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2022.103226

Assessments of the environmental performance of global companies need to account for company size

Autores: Rossana Mastrandrea, Rob ter Burg, Yuli Shan, Klaus Hubacek, Franco Ruzzenenti
Publicado en: Communications Earth & Environment, Edición 5, 2024, ISSN 2662-4435
Editor: Nature Portfolio
DOI: 10.1038/s43247-024-01200-5

On the impact of publicly available news and information transfer to financial markets.

Autores: Metod Jazbec; Barna Pasztor; Felix Faltings; Nino Antulov-Fantulin; Nino Antulov-Fantulin; Petter N. Kolm
Publicado en: Royal Society Open Science, Edición 1, 2021, ISSN 1757-7128
Editor: Royal Society Publishing
DOI: 10.48550/arxiv.2010.12002

Towards a generalization of information theory for hierarchical partitions

Autores: Juan Ignacio Perotti; Juan Ignacio Perotti; Nahuel Almeira; Nahuel Almeira; Fabio Saracco
Publicado en: instname:Consejo Nacional de Investigaciones Científicas y Técnicas, Edición 1, 2020, ISSN 2470-0053
Editor: Physical Review E
DOI: 10.48550/arxiv.2003.02911

Coalitions in international litigation: a network perspective

Autores: R. Mastrandrea, G. Antuofermo, M. Ovadek, T. Y.-C. Yeung, A. Dyevre, G. Caldarelli
Publicado en: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Edición 382, 2024, ISSN 1364-503X
Editor: Royal Society of London
DOI: 10.1098/rsta.2023.0158

Detecting shadow lobbying

Autores: Ivan Slobozhan; Peter Ormosi; Rajesh Sharma
Publicado en: Crossref, Edición 1, 2022, ISSN 1869-5469
Editor: Springer
DOI: 10.1007/s13278-022-00875-y

Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis

Autores: Jisu Kim; Francesca Pratesi; Giulio Rossetti; Alina Sîrbu; Fosca Giannotti
Publicado en: Social Network Analysis and Mining 13 (2022). doi:10.1007/s13278-022-01017-0, Edición Volume 13, article number 15, (2023), 2023, ISSN 1869-5469
Editor: Springer
DOI: 10.1007/s13278-022-01017-0

Modeling Adversarial Behavior Against Mobility Data Privacy

Autores: Roberto Pellungrini; Luca Pappalardo; Filippo Simini; Anna Monreale
Publicado en: IEEE Transactions on Intelligent Transportation Systems ( Volume: 23, Edición: 2, February 2022), Edición 1, 2022, Página(s) 1-14, ISSN 1803-7232
Editor: IEEE
DOI: 10.1109/tits.2020.3021911

Blood sample profile helps to injury forecasting in elite soccer players

Autores: Alessio Rossi; Luca Pappalardo; Cristoforo Filetti; Paolo Cintia
Publicado en: info:cnr-pdr/source/autori:Rossi A.; Pappalardo L.; Filetti C.; Cintia P./titolo:Blood sample profile helps to injury forecasting in elite soccer players/doi:10.1007%2Fs11332-022-00932-1/rivista:Sport sciences for health (Testo stamp.)/anno:2022/pagina_da:/pagina_a:/intervallo_pagine:/volume:, Edición 1, 2022, ISSN 1825-1234
Editor: Springer
DOI: 10.1007/s11332-022-00932-1

(Mis)leading the COVID-19 Vaccination Discourse on Twitter: An Exploratory Study of Infodemic Around the Pandemic

Autores: Shakshi Sharma, Rajesh Sharma, Anwitaman Datta
Publicado en: IEEE Transactions on Computational Social Systems, Edición 11, 2024, Página(s) 352-362, ISSN 2329-924X
Editor: IEEE Systems, Man, and Cybernetics Society
DOI: 10.1109/tcss.2022.3225216

Understanding peacefulness through the world news

Autores: Voukelatou V.; Miliou I.; Giannotti F.; Pappalardo L.
Publicado en: ISTI Research Report, SoBigData++, 2021, Edición 1, 2022, ISSN 2193-1127
Editor: Springer
DOI: 10.1140/epjds/s13688-022-00315-z

Predicting seasonal influenza using supermarket retail records

Autores: Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Publicado en: PLOS Computational Biology, Edición 17/7, 2021, Página(s) e1009087, ISSN 1553-7358
Editor: PLOS
DOI: 10.1371/journal.pcbi.1009087

Supplementary Information (SI) of the Manuscript “On Some Fundamental Challenges in Monitoring Epidemics” from On some fundamental challenges in monitoring epidemics

Autores: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Publicado en: Philosophical Transactions of the Royal Society, Volume 380, Edición 2214, Edición 74, 2021, ISSN 1471-2962
Editor: Royal Publishing
DOI: 10.6084/m9.figshare.16852095

Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions

Autores: Andrea Failla; Salvatore Citraro; Giulio Rossetti
Publicado en: Applied network science 8 (2023). doi:10.1007/s41109-023-00555-6, Edición 3, 2023, ISSN 2364-8228
Editor: Springer Open - Applied Science network
DOI: 10.1007/s41109-023-00555-6

Comparative analysis of geolocation information through mobile-devices under different COVID-19 mobility restriction patterns in Spain

Autores: Raquel Pérez-Arnal; David V. Conesa; Sergio Alvarez-Napagao; Toyotaro Suzumura; Martí Català; Enrique Alvarez-Lacalle; Dario Garcia-Gasulla
Publicado en: International Journal of Geo Information, Edición 1, 2021, ISSN 2220-9964
Editor: International Journal of Geo Information
DOI: 10.3390/ijgi10020073

A comparative user study of human predictions in algorithm-supported recidivism risk assessment

Autores: Manuel Portela, Carlos Castillo, Songül Tolan, Marzieh Karimi-Haghighi, Antonio Andres Pueyo
Publicado en: Artificial Intelligence and Law, 2024, ISSN 0924-8463
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10506-024-09393-y

UTLDR: an agent-based framework for modeling infectious diseases and public interventions

Autores: Giulio Rossetti, Letizia Milli, Salvatore Citraro, Virginia Morini
Publicado en: Journal of Intelligent Information Systems, 2021, ISSN 0925-9902
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10844-021-00649-6

Extractive Explanations for Interpretable Text Ranking

Autores: Jurek Leonhardt, Koustav Rudra, Avishek Anand
Publicado en: ACM Transactions on Information Systems, Edición 41, 2024, Página(s) 1-31, ISSN 1046-8188
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3576924

Data science: a game changer for science and innovation

Autores: Valerio Grossi, Fosca Giannotti, Dino Pedreschi, Paolo Manghi, Pasquale Pagano, Massimiliano Assante
Publicado en: International Journal of Data Science and Analytics, Edición 11/4, 2021, Página(s) 263-278, ISSN 2364-415X
Editor: Springer
DOI: 10.1007/s41060-020-00240-2

Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks

Autores: Rossetti G.; Citraro S.; Milli L.
Publicado en: IEEE Intelligent Systems ( Volume: 36, Edición: 1, 01 Jan.-Feb. 2021), Edición 1, 2021, ISSN 1803-7232
Editor: IEEE

Directed Percolation in Random Temporal Network Models with Heterogeneities

Autores: Badie-Modiri, Arash; Rizi, Abbas K.; Karsai, Márton; Kivelä, Mikko
Publicado en: PHYSICAL REVIEW E, Edición Vol. 105, Iss. 5, 2022, ISSN 2470-0053
Editor: American Physical Society
DOI: 10.1103/physreve.105.054313

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth

Autores: Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Publicado en: EPJ Data Science, Edición 10/1, 2021, ISSN 2193-1127
Editor: EPJ Data Science
DOI: 10.1140/epjds/s13688-021-00284-9

Fake views removal and popularity on YouTube

Autores: Maria Castaldo, Paolo Frasca, Tommaso Venturini, Floriana Gargiulo
Publicado en: Scientific Reports, Edición 14, 2024, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-024-63649-w

Game-on: graph attention network based multimodal fusion for fake news detection

Autores: Mudit Dhawan, Shakshi Sharma, Aditya Kadam, Rajesh Sharma, Ponnurangam Kumaraguru
Publicado en: Social Network Analysis and Mining, Edición 14, 2024, ISSN 1869-5469
Editor: Cornell University
DOI: 10.1007/s13278-024-01271-4

Non-Markovian temporal networks with auto- and cross-correlated link dynamics

Autores: Oliver E. Williams; Piero Mazzarisi; Fabrizio Lillo; Vito Latora
Publicado en: PHYSICAL REVIEW E, 2022, ISSN 2470-0045
Editor: PHYSICAL REVIEW E
DOI: 10.1103/physreve.105.034301

Visual media analysis for Instagram and other online platforms

Autores: Richard Rogers
Publicado en: Big Data & Society, 8(1). SAGE Publications Ltd, Edición 1, 2021, ISSN 2158-2440
Editor: SAGE Publications Inc.
DOI: 10.1177/20539517211022370

Analysing Twitter semantic networks: the case of 2018 Italian elections

Autores: Tommaso Radicioni; Fabio Saracco; Elena Pavan; Tiziano Squartini
Publicado en: Scientific Reports, Vol 11, Iss 1, Pp 1-22 (2021), Edición 65, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.48550/arxiv.2009.02960

Reconstructing firm-level interactions in the Dutch input-output network from production constraints

Autores: Leonardo Niccolò Ialongo; Camille de Valk; Emiliano Marchese; Fabian Jansen; Hicham Zmarrou; Tiziano Squartini; Diego Garlaschelli
Publicado en: Nature, Edición 1, 2022, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-022-13996-3

General Confidentiality and Utility Metrics for Privacy-Preserving Data Publishing Based on the Permutation Model

Autores: Josep Domingo-Ferrer, Krishnamurty Muralidhar, Maria Bras-Amoros
Publicado en: IEEE Transactions on Dependable and Secure Computing, 2020, Página(s) 1-1, ISSN 1545-5971
Editor: IEEE Computer Society
DOI: 10.1109/tdsc.2020.2968027

Evaluating the disclosure risk of anonymized documents via a machine learning-based re-identification attack

Autores: Benet Manzanares-Salor, David Sánchez, Pierre Lison
Publicado en: Data Mining and Knowledge Discovery, Edición 38, 2024, Página(s) 4040-4075, ISSN 1384-5810
Editor: Kluwer Academic Publishers
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Maximizing diversity over clustered data

Autores: Zhang, Guangyi; Gionis, Aristides
Publicado en: Proceedings of the 2020 SIAM International Conference on Data Mining (SDM), Edición 1, 2020, ISSN 1095-7111
Editor: SIAM
DOI: 10.48550/arxiv.2001.03050

Human-agent coordination in a group formation game

Autores: Tuomas Takko, Kunal Bhattacharya, Daniel Monsivais, Kimmo Kaski
Publicado en: Scientific Reports, Edición 11/1, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-90123-8

Identifying and exploiting homogeneous communities in labeled networks

Autores: Salvatore Citraro, Giulio Rossetti
Publicado en: Applied Network Science, Edición 5/1, 2020, ISSN 2364-8228
Editor: Springer Open
DOI: 10.1007/s41109-020-00302-1

Unifying continuous, discrete, and hybrid susceptible-infected-recovered processes on networks

Autores: Lucas Böttcher; Lucas Böttcher; Nino Antulov-Fantulin
Publicado en: PHYSICAL REVIEW RESEARCH, Edición 1, 2020, ISSN 2643-1564
Editor: APS
DOI: 10.1103/physrevresearch.2.033121

Feature-rich multiplex lexical networks reveal mental strategies of early language learning

Autores: Salvatore Citraro; Michael S. Vitevitch; Massimo Stella; Giulio Rossetti
Publicado en: Scientific Reports - Nature, Edición Scientific Reports volume 13, Article number: 1474, 2023, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-022-27029-6

Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings

Autores: Fadi Hassan, David Sanchez, Josep Domingo-Ferrer
Publicado en: IEEE Transactions on Knowledge and Data Engineering, 2021, Página(s) 1-1, ISSN 1041-4347
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2021.3076632

Categorising Fine-to-Coarse Grained Misinformation: An Empirical Study of the COVID-19 Infodemic

Autores: Ye Jiang, Xingyi Song, Carolina Scarton, Iknoor Singh, Ahmet Aker, Kalina Bontcheva
Publicado en: Research Square, 2022, ISSN 2693-5015
Editor: Research Square Platform LLC
DOI: 10.21203/rs.3.rs-1533519/v1

Explainable AI for clinical and remote health applications: a survey on tabular and time series data

Autores: Di Martino, Flavio; Delmastro, Franca
Publicado en: Springer Link, Edición 1, 2022, ISSN 2193-1801
Editor: Springer Science and Business Media Deutschland GmbH
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Evaluating community detection algorithms for progressively evolving graphs

Autores: Remy Cazabet, Souâad Boudebza, Giulio Rossetti
Publicado en: Journal of Complex Networks, Edición 8/6, 2020, ISSN 2051-1310
Editor: Journal of Complex Networks - Oxford Academic
DOI: 10.1093/comnet/cnaa027

Gender Bias When Using Artificial Intelligence to Assess Anorexia Nervosa on Social Media: Data-Driven Study

Autores: David Solans Noguero; Diana Ramírez-Cifuentes; Esteban Andrés Ríssola; Ana Freire
Publicado en: Journal of Medical Internet Research, Edición 5, 2023, ISSN 1438-8871
Editor: Journal of medical Internet Research
DOI: 10.2196/45184

COVID-19 vaccination and unemployment risk: lessons from the Italian crisis

Autores: Valentina Pieroni, Angelo Facchini, Massimo Riccaboni
Publicado en: Scientific Reports, Edición 11, 2022, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-97462-6

Morningness–eveningness assessment from mobile phone communication analysis

Autores: Roy, Chandreyee; Monsivais, Daniel; Bhattacharya, Kunal; Dunbar, Robin I. M.; Kaski, Kimmo
Publicado en: Scientific Reports, Vol 11, Iss 1, Pp 1-13 (2021), Edición 63, 2021, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-021-93799-0

Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks

Autores: Giulio Rossetti, Salvatore Citraro, Letizia Milli
Publicado en: IEEE Intelligent Systems, Edición 36/1, 2021, Página(s) 25-34, ISSN 1541-1672
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2021.3051291

Editorial: Factors affecting performance and recovery in team sports: A multidimensional perspective, Volume II

Autores: Athos Trecroci; Damiano Formenti; Jason Moran; Dino Pedreschi; Luca Cavaggioni; Alessio Rossi
Publicado en: Frontiers in Physiology, Edición Volume 14 - 2023, 2023, ISSN 1664-042X
Editor: Frontiers Research Foundation
DOI: 10.3389/fphys.2023.1166761

Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem

Autores: Dennis Assenmacher, Derek Weber, Mike Preuss, André Calero Valdez, Alison Bradshaw, Björn Ross, Stefano Cresci, Heike Trautmann, Frank Neumann, Christian Grimme
Publicado en: Social Science Computer Review, Edición 40, 2025, Página(s) 1496-1522, ISSN 0894-4393
Editor: SAGE Publications
DOI: 10.1177/08944393211012268

On the equivalence between the kinetic Ising model and discrete autoregressive processes

Autores: Carlo Campajola; Fabrizio Lillo; Piero Mazzarisi; Daniele Tantari
Publicado en: Journal of Statistical Mechanics: Theory and Experiment, Volume 2021, March 2021, 2021, ISSN 1742-5468
Editor: Institute of Physics
DOI: 10.48550/arxiv.2008.10666

Social search: Retrieving information in Online Social platforms – A survey

Autores: Maddalena Amendola, Andrea Passarella, Raffaele Perego
Publicado en: Online Social Networks and Media, Edición 36, 2023, Página(s) 100254, ISSN 2468-6964
Editor: Elsevier
DOI: 10.1016/j.osnem.2023.100254

a case for machine learning-induced epistemic injustice in healthcare

Autores: Giorgia Pozzi
Publicado en: Volume 25, article number 3, (2023), Ethics and Information Technology, Edición 1, 2023, ISSN 1388-1957
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10676-023-09676-z

Regional Lean Soft Tissue and Intracellular Water Are Associated with Changes in Lower-Body Neuromuscular Performance: A Pilot Study in Elite Soccer Players

Autores: Tindaro Bongiovanni; Grant Tinsley; Giulia Martera; Carmine Orlandi; Federico Genovesi; Giuseppe Puleo; Alessio Rossi; Athos Trecroci
Publicado en: European Journal of Investigation in Health, Psychology and Education; Volume 12; Edición 8; Pages: 882-892, Edición 1, 2022, ISSN 2254-9625
Editor: European Journal of Investigation in Health, Psychology and Education
DOI: 10.3390/ejihpe12080064

Gravity models of networks: integrating maximum-entropy and econometric approaches

Autores: Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
Publicado en: Physical Review Research, Edición 1, 2022, ISSN 2643-1564
Editor: Physical Review Research
DOI: 10.1103/physrevresearch.4.033105

"Re-Assessing the ""Classify and Count"" Quantification Method"

Autores: Alejandro Moreo; Fabrizio Sebastiani
Publicado en: Research report, SoBigData++ and AI4Media, 2020, Edición 1, 2021
Editor: ArXiv.org
DOI: 10.5281/zenodo.4468277

Low-dimensional statistical manifold embedding of directed graphs

Autores: Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin
Publicado en: 2020
Editor: ArXiv.org

Heterogeneous document embeddings for cross-lingual text classification

Autores: Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
Publicado en: Proceedings of the 36th Annual ACM Symposium on Applied Computing, 2021, Página(s) 685-688, ISBN 9781450381048
Editor: ACM
DOI: 10.1145/3412841.3442093

Ecology in the digital world of Wikipedia

Autores: Fumiko Ogushi, Janos Kertesz, Kimmo Kaski, Takashi Shimada
Publicado en: 2021
Editor: ArXiv.org

Focus! Rating XAI Methods and Finding Biases

Autores: Anna Arias-Duart; Ferran Pares; Dario Garcia-Gasulla; Victor Gimenez-Abalos
Publicado en: ArXiv, Edición 1, 2021
Editor: ArXiv
DOI: 10.48550/arxiv.2109.15035

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels

Autores: Maria Sofia Bucarelli; Lucas Cassano; Federico Siciliano; Amin Mantrach; Fabrizio Silvestri
Publicado en: info:cnr-pdr/source/autori:Bucarelli M.S.; Cassano L.; Siciliano F.; Mantrach A.; Silvestri F./congresso_nome:CVPR - 2023 IEEE%2FCVF Conference on Computer Vision and Pattern Recognition/congresso_luogo:Vancouver, CANADA/congresso_data:17-24%2F06%2F2023/anno:2023/pagina_da:3439/pagina_a:3448/intervallo_pagine:3439–3448, 2023
Editor: CVPR conference
DOI: 10.1109/cvpr52729.2023.00335

Finding large balanced subgraphs in signed networks

Autores: Bruno Ordozgoiti, Antonis Matakos, Aristides Gionis
Publicado en: Proceedings of The Web Conference 2020, 2020, Página(s) 1378-1388, ISBN 9781450370233
Editor: ACM
DOI: 10.1145/3366423.3380212

Information dynamics of price and liquidity around the 2017 Bitcoin markets crash

Autores: Vaiva Vasiliauskaite; Fabrizio Lillo; Nino Antulov-Fantulin
Publicado en: Chaos: An Interdisciplinary Journal of Nonlinear Science, Edición 1, 2022
Editor: AIP Publishing
DOI: 10.48550/arxiv.2111.09057

Opinion Dynamic Modeling of Fake News Perception.

Autores: Cecilia Toccaceli; Letizia Milli; Giulio Rossetti
Publicado en: COMPLEX NETWORKS 2020 - International Conference on Complex Networks and Their Applications, 2021, Página(s) 370–381, ISBN 978-3-030-65346-0
Editor: Springer
DOI: 10.1007/978-3-030-65347-7_31

SismaDL an ontology to represent post-disaster regulation

Autores: Caroccia, Francesca; D'Aloisio, Giordano; DI MARCO, Antinisca; Stilo, Giovanni
Publicado en: Joint Proceedings of the BIR 2021 Workshops and Doctoral Consortium (BIR-WS 2021), Vienna, Austria, September 22-24, 2021., 2021, ISSN 1613-0073
Editor: https://ceur-ws.org/

Testing properties of signed graphs

Autores: Adriaens, Florian; Apers, Simon
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Living in a pandemic: adaptation of individual mobility and social activity in the US

Autores: Lucchini L.; Centellegher S.; Pappalardo L.; Gallotti R.; Privitera F.; Lepri B.; De Nadai M.
Publicado en: Edición 1, 2021
Editor: ArXiv
DOI: 10.48550/arxiv.2107.12235

Sharp Thresholds for a SIR Model on One-Dimensional Small-World Networks

Autores: Becchetti, Luca; Clementi, Andrea; Denni, Riccardo; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Fair Detection of Poisoning Attacks in Federated Learning

Autores: Ashneet Khandpur Singh, Alberto Blanco-Justicia, Josep Domingo-Ferrer, David Sanchez, David Rebollo-Monedero
Publicado en: 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), 2020, Página(s) 224-229, ISBN 978-1-7281-9228-4
Editor: IEEE
DOI: 10.1109/ictai50040.2020.00044

Healthy Twitter discussions? Time will tell

Autores: Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Publicado en: Universitat Politècnica de Catalunya (UPC), Edición 1, 2022
Editor: ArXiv
DOI: 10.48550/arxiv.2203.11261

Firms' Challenges and Social Responsibilities during Covid-19: a Twitter Analysis

Autores: Patuelli, Alessia; Caldarelli, Guido; Lattanzi, Nicola; Saracco, Fabio
Publicado en: Edición 1, 2021
Editor: ArXiv.org

An individual-level ground truth dataset for home location detection

Autores: Pappalardo, Luca; Ferres, Leo; Sacasa, Manuel; Cattuto, Ciro; Bravo, Loreto
Publicado en: ArXiv, 2020
Editor: ArXiv
DOI: 10.48550/arxiv.2010.08814

Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions

Autores: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martínez, Sergio; Sánchez, David; Flanagan, Adrian; Tan, Kuan Eeik
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Characterising different communities of Twitter users: Migrants and natives

Autores: Kim, Jisu; Sîrbu, Alina; Giannotti, Fosca; Rossetti, Giulio
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Workflows for bringing data science on the cloud/edge computing continuum

Autores: Dazzi P.; Grossi V.; Trasarti R.
Publicado en: FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the EdgeJune 2021, 2021
Editor: ACM Digital Library
DOI: 10.1145/3452369.3463820

Morningness-eveningness assessment from mobile phone communication analysis

Autores: Chandreyee Roy, Daniel Monsivais, Kunal Bhattacharya, Robin I.M. Dunbar, Kimmo Kaski
Publicado en: 2021
Editor: BioRxiv

Deep Learning for Human Mobility: a Survey on Data and Models

Autores: Luca M.; Barlacchi G.; Lepri B.; Pappalardo L.
Publicado en: Research report, SoBigData++, 2020, Edición 1, 2020
Editor: ArXiv.org

Evaluating community detection algorithms for progressively evolving graphs

Autores: Cazabet R.; Boudebza S.; Rossetti G.
Publicado en: ISTI Technical Reports 2020/013, 2020, Edición 1, 2020
Editor: ArXiv
DOI: 10.48550/arxiv.2007.08635

Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations

Autores: Marette, Thibault; Miettinen, Pauli; Neumann, Stefan
Publicado en: ArXiv, 2023
Editor: ArXiv
DOI: 10.48550/arxiv.2307.07396

Time-Varying Volatility in Bitcoin Market and Information Flow at Minute-Level Frequency

Autores: Barjašić, Irena; Antulov-Fantulin, Nino
Publicado en: Edición 1, 2021
Editor: ArXiv.org
DOI: 10.3929/ethz-b-000489248

Quality-Driven Machine Learning-based Data Science Pipeline Realization: a software engineering approach

Autores: Giordano d’Aloisio
Publicado en: International Conference on Software Engineering - Companion, ICSE, Companion, 2022, ISSN 1803-7232
Editor: IEEE Xplore
DOI: 10.1145/3510454.3517067

SoBigData RI: european integrated infrastructure for social mining and big data analytics

Autores: Trasarti R.; Grossi V.; Natilli M.; Rapisarda B.
Publicado en: SEBD 2022 - The 30th Italian Symposium on Advanced Database Systems,, Edición 1, 2022, Página(s) 117-124
Editor: SEBD 2022

Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM

Autores: Sorano, Danilo; Carrara, Fabio; Cintia, Paolo; Falchi, Fabrizio; Pappalardo, Luca
Publicado en: Joint European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD 2020, Edición Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2021, Página(s) pp 475–490
Editor: Springer Link
DOI: 10.48550/arxiv.2007.06475

Reconciling econometrics with continuous maximum-entropy network models

Autores: Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
Publicado en: ArXiv, 2022
Editor: ArXiv
DOI: 10.1016/j.chaos.2022.112958

Explainable Classification of Brain Networks via Contrast Subgraphs

Autores: Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
Publicado en: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020, Página(s) 3308-3318, ISBN 9781450379984
Editor: ACM
DOI: 10.1145/3394486.3403383

a software engineering approach

Autores: Giordano D'Aloisio
Publicado en: ICSE '22: Proceedings of the ACM/IEEE 44th International Conference on Software Engineering: Companion Proceedings, Edición 1, 2022, Página(s) 291–293
Editor: ACM Digital Library
DOI: 10.1109/icse-companion55297.2022.9793779

Explaining the difference between men's and women's football

Autores: Pappalardo, Luca; Rossi, Alessio; Pontillo, Giuseppe; Natilli, Michela; Cintia, Paolo
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Demystifying Misconceptions in Social Bots Research

Autores: Cresci, Stefano; Di Pietro, Roberto; Spognardi, Angelo; Tesconi, Maurizio; Petrocchi, Marinella
Publicado en: ArXiv, Edición 1, 2023
Editor: ArXiv
DOI: 10.48550/arxiv.2303.17251

Quantifying the presence of air pollutants over a road network in high spatio-temporal resolution

Autores: Böhm M.; Nanni M.; Pappalardo L.
Publicado en: NeurIPS 2020 Workshop - Tackling Climate Change with Machine Learning, Online conference, 11/12/2020, Edición 1, 2020
Editor: NeurIPS 2020

Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning.

Autores: Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport
Publicado en: 2020
Editor: ECML/PKDD

Sockpuppet detection: a Telegram case study

Autores: Pisciotta, Gabriele; Somenzi, Miriana; Barisani, Elisa; Rossetti, Giulio
Publicado en: info:cnr-pdr/source/autori:Pisciotta G.; Somenzi M.; Barisani E.; Rossetti G./congresso_nome:Complex Networks 2020 - The 9th International Conference on Complex Networks and their Applications/congresso_luogo:Online conference/congresso_data:1-3%2F12%2F2020/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:, Edición 1, 2021
Editor: ArXiv
DOI: 10.48550/arxiv.2105.10799

Recent results and open problems in spectral algorithms for signed graphs

Autores: Ordozgoiti Rubio, Bruno
Publicado en: Proceedings of the 3rd BYMAT Conference, Edición 1, 2021
Editor: BYMAT Conference

Temporal mixture ensemble models for intraday volume forecasting in cryptocurrency exchange markets

Autores: Nino Antulov-Fantulin, Tian Guo, Fabrizio Lillo
Publicado en: 2020
Editor: ArXiv.org

Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information

Autores: Simini F.; Barlacchi G.; Luca M.; Pappalardo L.
Publicado en: Research report, SoBigData++, 2020, Edición 1, 2020
Editor: ArXiv
DOI: 10.48550/arxiv.2012.00489

Searching for polarization in signed graphs: a local spectral approach

Autores: Han Xiao, Bruno Ordozgoiti, Aristides Gionis
Publicado en: Proceedings of The Web Conference 2020, 2020, Página(s) 362-372, ISBN 9781450370233
Editor: ACM
DOI: 10.1145/3366423.3380121

MP Twitter Engagement and Abuse Post-first COVID-19 Lockdown in the UK: White Paper

Autores: Farrell, Tracie; Bakir, Mehmet; Bontcheva, Kalina
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Dynamic Hard Pruning of Neural Networks at the Edge of the Internet

Autores: Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
Publicado en: 2021
Editor: ArXiv.org

"Ask ""Who"", Not ""What"": Bitcoin Volatility Forecasting with Twitter Data"

Autores: M. Eren Akbiyik, Mert Erkul, Killian Kämpf, Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Publicado en: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2024, Página(s) 688-696
Editor: ACM
DOI: 10.1145/3539597.3570387

Are Social Networks Watermarking Us or Are We (Unawarely) Watermarking Ourself?

Autores: Bertini, Flavio; Sharma, Rajesh; Montesi, Danilo
Publicado en: Edición 1, 2020
Editor: ArXiv.org

Analysis of bank leverage via dynamical systems and deep neural networks

Autores: Fabrizio Lillo, Giulia Livieri, Stefano Marmi, Anton Solomko, Sandro Vaienti
Publicado en: 2021
Editor: ArXiv.org

The effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions

Autores: Antonio F. Peralta, Matteo Neri, János Kertész, Gerardo Iñiguez
Publicado en: 2021
Editor: ArXiv.org

Some Challenges in Monitoring Epidemics

Autores: Vaiva Vasiliauskaite, Nino Antulov-Fantulin, Dirk Helbing
Publicado en: 2021
Editor: ArXiv.org

Capturing Political Polarization of Reddit Submissions in the Trump Era

Autores: Morini V.; Pollacci L.; Rossetti G.
Publicado en: info:cnr-pdr/source/autori:Morini V.; Pollacci L.; Rossetti G./congresso_nome:SEBD 2020 28th SYMPOSIUM ON ADVANCED DATABASE SYSTEMS/congresso_luogo:Villasimius, Sardinia, Italy/congresso_data:June 21-24, 2020/anno:2020/pagina_da:80/pagina_a:87/intervallo_pagine:80–87, Edición 1, 2020
Editor: SEBD 2020

Diversity-Aware k-median

Autores: Thejaswi, Suhas; Ordozgoiti, Bruno; Gionis, Aristides
Publicado en: ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Research Track, 2021, Página(s) 765–780
Editor: Springer
DOI: 10.1007/978-3-030-86520-7_47

Benchmarking and Survey of Explanation Methods for Black Box Models

Autores: Bodria, Francesco; Giannotti, Fosca; Guidotti, Riccardo; Naretto, Francesca; Pedreschi, Dino; Rinzivillo, Salvatore
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Private Sources of Mobility Data Under COVID-19

Autores: Raquel Pérez Arnal, David Conesa, Sergio Alvarez-Napagao, Toyotaro Suzumura, Martí Català, Enric Alvarez, Dario Garcia-Gasulla
Publicado en: 2020
Editor: ArXiv.org

Expansion and Flooding in Dynamic Random Networks with Node Churn

Autores: Becchetti, Luca; Clementi, Andrea; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Publicado en: Edición 1, 2020
Editor: ArXiv.org

Lightweight Blockchain-based Platform for GDPR-Compliant Personal Data Management

Autores: Cristofol Dauden-Esmel; Jordi Castellà-Roca; Alexandre Viejo; Josep Domingo-Ferrer
Publicado en: CSP, Edición 61, 2021, ISBN 978-1-7281-8622-1
Editor: IEEE Xplore
DOI: 10.1109/csp51677.2021.9357602

Definition of an enriched GIS network for evacuation planning

Autores: Evans Etrue Howard, Lorenza Pasquini, Antinisca Di Marco, d Eliseo Clementini
Publicado en: 2021
Editor: Scitepress

Time-varying volatility in Bitcoin market and information flow at minute-level frequency

Autores: Irena Barjašić, Nino Antulov-Fantulin
Publicado en: 2020
Editor: ArXiv.org

Misinformation Concierge: A Proof-of-Concept with Curated Twitter Dataset on COVID-19 Vaccination

Autores: Shakshi Sharma; Anwitaman Datta; Vigneshwaran Shankaran; Rajesh Sharma
Publicado en: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023, Página(s) Pages 5091–5095
Editor: ACM Digital Libray
DOI: 10.1145/3583780.3614746

Boilerplate Removal using a Neural Sequence Labeling Model

Autores: Jurek Leonhardt, Avishek Anand, Megha Khosla
Publicado en: Companion Proceedings of the Web Conference 2020, 2020, Página(s) 226-229, ISBN 9781450370240
Editor: ACM
DOI: 10.1145/3366424.3383547

Modelling Human Mobility considering Spatial,Temporal and Social Dimensions

Autores: Cornacchia, Giuliano; Rossetti, Giulio; Pappalardo, Luca
Publicado en: Edición 1, 2020
Editor: ArXiv.org

Estimating countries’ peace index through the lens of the world news as monitored by GDELT

Autores: Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
Publicado en: 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), 2020, Página(s) 216-225, ISBN 978-1-7281-8206-3
Editor: IEEE
DOI: 10.1109/dsaa49011.2020.00034

How accurate are neural approximations of complex network dynamics?

Autores: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino
Publicado en: arXiv, 2023
Editor: ArXiv
DOI: 10.3929/ethz-b-000639455

SismaDL an ontology to represent post-disaster regulation

Autores: Caroccia, F.; D’agostino, D.; Giordano d'Aloisio; Di Marco, A.; Stilo, G.
Publicado en: Scopus - Elsevier, Edición 75, 2021
Editor: CEUR-WS.org

Tweet Sentiment Quantification: An Experimental Re-Evaluation

Autores: Moreo, Alejandro; Sebastiani, Fabrizio
Publicado en: Research report, SoBigData++ and AI4Media, 2020, Edición 1, 2021
Editor: ArXiv.org

Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks

Autores: null null, João A. Leite, Carolina Scarton, null null, Diego F. Silva, null null
Publicado en: Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings, 2024, Página(s) 631-640
Editor: INCOMA Ltd., Shoumen, BULGARIA
DOI: 10.26615/978-954-452-092-2_068

An individual-level ground truth dataset for home location detection

Autores: Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Publicado en: 2020
Editor: ArXiv.org

Change of direction asymmetry across different age categories in youth soccer

Autores: Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Publicado en: PeerJ. 2020;, 2020
Editor: PubMed

Explain and Predict, and then Predict Again

Autores: Zijian Zhang, Koustav Rudra, Avishek Anand
Publicado en: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 2021, Página(s) 418-426, ISBN 9781450382977
Editor: ACM
DOI: 10.1145/3437963.3441758

Attributed Stream-Hypernetwork Analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit

Autores: Andrea Failla; Salvatore Citraro; Giulio Rossetti
Publicado en: Complex Networks and Their Applications XI ISBN: 9783031211263, 2023, Página(s) pp 150–161, ISSN 9783-031211263
Editor: Springer Link
DOI: 10.1007/978-3-031-21127-0_13

Classification-Aware Neural Topic Model CombinedWith Interpretable Analysis - For Conflict Classification

Autores: null null, Tianyu Liang, Yida Mu, null null, Soonho Kim, null null, Darline Larissa Kengne Kuate, null null, Julie Lang, null null, Rob Vos, null null, Xingyi Song, null null
Publicado en: Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings, 2024, Página(s) 666-672
Editor: INCOMA Ltd., Shoumen,
DOI: 10.26615/978-954-452-092-2_072

Optimising cost vs accuracy of decentralised analytics in fog computing environments

Autores: Lorenzo Valerio, Andrea Passarella, Marco Conti
Publicado en: 2020
Editor: ArXiv.org

On-device modeling of user's social context and familiar places from smartphone-embedded sensor data

Autores: Mattia G. Campana; Franca Delmastro
Publicado en: Axviv, Edición 1, 2022
Editor: ArXiv
DOI: 10.48550/arxiv.2205.08790

The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy

Autores: Cintia, Paolo; Pappalardo, Luca; Rinzivillo, Salvatore; Fadda, Daniele; Boschi, Tobia; Giannotti, Fosca; Chiaromonte, Francesca; Bonato, Pietro; Fabbri, Francesco; Penone, Francesco; Savarese, Marcello; Calabrese, Francesco; Guzzetta, Giorgio; Riccardo, Flavia; Marziano, Valentina; Poletti, Piero; Trentini, Filippo; Bella, Antonino; Andrianou, Xanthi; Del Manso, Martina; Fabiani, Massimo; Bellino,
Publicado en: Edición 1, 2021
Editor: ArXiv.org

Temporal-Weighted Bipartite Graph Model for Sparse Expert Recommendation in Community Question Answering

Autores: Vaibhav Krishna; Nino Antulov-Fantulin
Publicado en: UMAP '23: Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023, Página(s) Pages 156–163
Editor: ACM Digital Library
DOI: 10.1145/3565472.3592957

Pattern detection in large temporal graphs using algebraic fingerprints

Autores: Suhas Thejaswi, Aristides Gionis
Publicado en: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Página(s) 37-45, ISBN 978-1-61197-623-6
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976236.5

Structural Invariants in Individuals Language Use: The “Ego Network” of Words

Autores: Kilian Ollivier, Chiara Boldrini, Andrea Passarella, Marco Conti
Publicado en: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Edición 12467, 2020, Página(s) 267-282, ISBN 978-3-030-60974-0
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-60975-7_20

Learned Data Structures

Autores: Paolo Ferragina, Giorgio Vinciguerra
Publicado en: Recent Trends in Learning From Data - Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019), Edición 896, 2020, Página(s) 5-41, ISBN 978-3-030-43882-1
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-43883-8_2

Discovering Dense Correlated Subgraphs in Dynamic Networks

Autores: Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
Publicado en: Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I, Edición 12712, 2021, Página(s) 395-407, ISBN 978-3-030-75761-8
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-75762-5_32

Mining Dense Subgraphs with Similar Edges

Autores: Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
Publicado en: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III, Edición 12459, 2021, Página(s) 20-36, ISBN 978-3-030-67663-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-67664-3_2

Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases

Autores: Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
Publicado en: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Edición 12256, 2020, Página(s) 154-165, ISBN 978-3-030-57523-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-57524-3_13

From mean-field to complex topologies: network effects on the algorithmic bias model

Autores: Valentina Pansanella; Giulio Rossetti; Letizia Milli
Publicado en: COMPLEX NETWORKS 2021 - Tenth International Conference on Complex Networks and Their Applications, pp. 329–340, Madrid, Spain, 30/11-2/12/2021, Edición 62, 2022
Editor: arXiv
DOI: 10.1007/978-3-030-93413-2_28

Maximizing diversity over clustered data

Autores: Guangyi Zhang, Aristides Gionis
Publicado en: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Página(s) 649-657, ISBN 978-1-61197-623-6
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976236.73

Explaining Misclassification and Attacks in Deep Learning via Random Forests

Autores: Rami Haffar, Josep Domingo-Ferrer, David Sánchez
Publicado en: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Edición 12256, 2020, Página(s) 273-285, ISBN 978-3-030-57523-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-57524-3_23

Improved mixing time for k -subgraph sampling

Autores: Ryuta Matsuno, Aristides Gionis
Publicado en: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Página(s) 568-576, ISBN 978-1-61197-623-6
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976236.64

Characterizing Social Bots Spreading Financial Disinformation

Autores: Serena Tardelli, Marco Avvenuti, Maurizio Tesconi, Stefano Cresci
Publicado en: Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis - 12th International Conference, SCSM 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part I, Edición 12194, 2020, Página(s) 376-392, ISBN 978-3-030-49569-5
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-49570-1_26

A “Learned” Approach to Quicken and Compress Rank/Select Dictionaries

Autores: Antonio Boffa, Paolo Ferragina, Giorgio Vinciguerra
Publicado en: 2021 Proceedings of the Workshop on Algorithm Engineering and Experiments (ALENEX), 2021, Página(s) 46-59, ISBN 978-1-61197-647-2
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976472.4

Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars

Autores: Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri
Publicado en: Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19–21, 2020, Proceedings, Edición 12323, 2020, Página(s) 357-373, ISBN 978-3-030-61526-0
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-61527-7_24

Focus and bias: will it blend?

Autores: Anna Arias-Duart; Ferran Parés; Víctor Giménez-Ábalos; Dario Garcia-Gasulla
Publicado en: Crossref, Edición 1, 2022, Página(s) 325-334
Editor: IOS Press
DOI: 10.3233/faia220355

Dynamics of Scientific Collaboration Networks Due to Academic Migrations

Autores: Pavlos Paraskevopoulos, Chiara Boldrini, Andrea Passarella, Marco Conti
Publicado en: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Edición 12467, 2020, Página(s) 283-296, ISBN 978-3-030-60974-0
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-60975-7_21

Big Data Analytics and Instagram: an exploratory study on Italian hotel accounts

Autores: Pianese T.; Rossetti G.; Morini V.
Publicado en: Tourism, Hospitality and Culture 4.0: shifting towards the metaverse, edited by Buonincontri Piera, Luisa Errichiello, Roberto Micera, pp. 13–36. Milano: Mc Graw-Hill, 2022, 2022
Editor: Mc Graw-Hill

Healthy Twitter discussions? Time will tell

Autores: Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Publicado en: Edición 76, 2022
Editor: arxiv.org

A dataset to assess mobility changes in Chile following local quarantines

Autores: Pappalardo L.; Cornacchia G.; Navarro V.; Bravo L.; Ferres L.
Publicado en: Research report, SoBigData++, 2020, Edición 59, 2020
Editor: arxiv
DOI: 10.48550/arxiv.2011.12162

Secure and Privacy-Preserving Federated Learning via Co-Utility

Autores: Josep Domingo-Ferrer; Alberto Blanco-Justicia; Jesús A. Manjón; David Sánchez
Publicado en: IEEE Internet of Things Journal, Edición 1, 2021, ISSN 2327-4662
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2021.3102155

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