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CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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.

Publications

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

Author(s): Alessio Muscillo, Simona Re, Sergio Gambacorta, Giuseppe Ferrara, Nicola Tagliafierro, Emiliano Borello, Alessandro Rubino, Angelo Facchini
Published in: Ecological Economics, Issue 212, 2024, Page(s) 107924, ISSN 0921-8009
Publisher: Elsevier BV
DOI: 10.1016/j.ecolecon.2023.107924

Generating mobility networks with generative adversarial networks

Author(s): Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo
Published in: EPJ Data Science, Issue 11, 2022, ISSN 2193-1127
Publisher: SpringerOpen
DOI: 10.1140/epjds/s13688-022-00372-4

A Survey on Deep Learning for Human Mobility

Author(s): LucaMassimiliano; BarlacchiGianni; LepriBruno; PappalardoLuca
Published in: ACM Computing SurveysVol. 55, No. 1, Issue 1, 2023, ISSN 0360-0300
Publisher: Association for Computing Machinary, Inc.
DOI: 10.48550/arxiv.2012.02825

Evaluating local explanation methods on ground truth

Author(s): Riccardo Guidotti
Published in: Artificial Intelligence, Issue 291, 2021, Page(s) 103428, ISSN 0004-3702
Publisher: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

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

Author(s): Andrea Mastropietro, Giuseppe Pasculli, Jürgen Bajorath
Published in: STAR Protocols, Issue 3, 2024, Page(s) 101887, ISSN 2666-1667
Publisher: 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

Author(s): Athos Trecroci, Luca Cavaggioni, Alessio Rossi, Andrea Moriondo, Giampiero Merati, Hadi Nobari, Luca Paolo Ardigò, Damiano Formenti
Published in: PLOS ONE, Issue 17, 2022, Page(s) e0277683, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0277683

An ethico-legal framework for social data science

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

Multi-Dimensional Randomized Response

Author(s): Josep Domingo-Ferrer, Jordi Soria-Comas
Published in: IEEE Transactions on Knowledge and Data Engineering, 2020, Page(s) 1-1, ISSN 1041-4347
Publisher: 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

Author(s): David Sánchez, Josep Domingo-Ferrer, Krishnamurty Muralidhar
Published in: Proceedings of the National Academy of Sciences, Issue 120, 2023, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.2303890120

Addressing the socioeconomic divide in computational modeling for infectious diseases

Author(s): Michele Tizzoni; Elaine O. Nsoesie; Laetitia Gauvin; Márton Karsai; Nicola Perra; Shweta Bansal
Published in: Nature Communications, Issue 13, Article number: 2897 (2022), 2022, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-022-30688-8

Automatic Assessment of Privacy Policies under the GDPR

Author(s): David Sánchez, Alexandre Viejo, Montserrat Batet
Published in: Applied Sciences, Issue 11/4, 2021, Page(s) 1762, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app11041762

A model for social spreading of Covid-19

Author(s): Barrio, Rafael A.; Kaski, Kimmo K.; Haraldsson, Guđmundur G.; Aspelund, Thor; Govezensky, Tzipe
Published in: Physica A: Statistical Mechanics and its Applications, Issue Volume 582, 15 November 2021, 126274, 2021, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2021.126274

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

Author(s): Jesús Manjón; Josep Domingo-Ferrer; David Sánchez; Alberto Blanco-Justicia
Published in: Elsevier - Computer Communications, Issue Volume 207, 1 July 2023,, 2023, Page(s) Pages 1-18, ISSN 0140-3664
Publisher: 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

Author(s): Alessio Rossi; Luca Pappalardo; Paolo Cintia
Published in: MDPI Journals Sports, Issue 1, 2022, ISSN 2075-4663
Publisher: MDPI
DOI: 10.3390/sports10010005

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

Author(s): Antonio Di Maria, Lorenzo Bellomo, Fabrizio Billeci, Alfio Cardillo, Salvatore Alaimo, Paolo Ferragina, Alfredo Ferro, Alfredo Pulvirenti
Published in: Bioinformatics, Issue 40, 2024, ISSN 1367-4811
Publisher: Oxford University Press
DOI: 10.1093/bioinformatics/btae194

Human-agent coordination in a group formation game

Author(s): Takko, Tuomas; Bhattacharya, Kunal; Monsivais, Daniel; Kaski, Kimmo
Published in: Springer Nature Scientific Reports, Issue Scientific Reports, Vol 11, Iss 1, Pp 1-10 (2021), 2021, ISSN 2662-9283
Publisher: Springer Nature
DOI: 10.48550/arxiv.2105.09764

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

Author(s): Federica Parisi; Tiziano Squartini; Diego Garlaschelli
Published in: Journal of Physics, Issue 1, 2020, ISSN 1742-5468
Publisher: Institute of Physics
DOI: 10.48550/arxiv.1811.09829

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

Author(s): Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer
Published in: Data Mining and Knowledge Discovery, Issue 1, 2023, ISSN 1384-5810
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10618-022-00912-6

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

Author(s): Flavio Di Martino; Franca Delmastro; Cristina Dolciotti
Published in: Smart Health, Issue Volume 30, December 2023, 100429, 2023, ISSN 2352-6483
Publisher: Elsevier Science Direct
DOI: 10.1016/j.smhl.2023.100429

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

Author(s): Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
Published in: Communications of the ACM, Issue 64/7, 2021, Page(s) 33-35, ISSN 0001-0782
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3433638

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

Author(s): Mattia Giovanni Campana; Franca Delmastro
Published in: Expert systems with applications, Issue Volume 181, 1 November 2021, 115124, 2021, Page(s) https://arxiv.org/pdf/2306.15437.pdf, ISSN 0957-4174
Publisher: 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

Author(s): Tindaro Bongiovanni; Alessio Rossi; Athos Trecroci; Giulia Martera; F. Marcello Iaia; Giampietro Alberti; Giulio Pasta; Mathieu Lacome
Published in: Sports, Issue Volume 10; Issue 5; Pages: 66, 2022, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sports10050066

Finding Path Motifs in Large Temporal Graphs Using Algebraic Fingerprints

Author(s): Suhas Thejaswi, Aristides Gionis, Juho Lauri
Published in: Big Data, Issue 8/5, 2020, Page(s) 335-362, ISSN 2167-6461
Publisher: Mary Ann Liebert inc. Publishers
DOI: 10.1089/big.2020.0078

A decade of social bot detection

Author(s): Stefano Cresci
Published in: Communications of the ACM, Issue 63/10, 2020, Page(s) 72-83, ISSN 0001-0782
Publisher: 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

Author(s): Jazbec, Metod; Pàsztor, Barna; Faltings, Felix; Antulov-Fantulin, Nino; Kolm, Petter N.
Published in: Royal Society Open Science, Volume 8, Issue 7, Issue 64, 2021, ISSN 2054-5703
Publisher: 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

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

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

Author(s): giovanni comande; Salvatore Ruggieri; Fosca Giannotti; Francesca Pratesi
Published in: Opinio Juris in Comparatione, Issue 1, 2021, ISSN 2281-5147
Publisher: Pacini Giurica

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

Author(s): Giulio Rossetti
Published in: Applied Network Science, Issue 5/1, 2020, ISSN 2364-8228
Publisher: Springer
DOI: 10.1007/s41109-020-00270-6

Disarming visualization-based approaches in malware detection systems

Author(s): Lara Saidia Fascí; Marco Fisichella; Gianluca Lax; Chenyi Qian
Published in: Science Direct, Elsevier, Computers & Security, Issue Volume 126, March 2023, 103062, 2023, ISSN 0167-4048
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2022.103062

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

Author(s): Hao Cui, János Kertész
Published in: EPJ Data Science, Issue 10/1, 2021, ISSN 2193-1127
Publisher: Springer
DOI: 10.1140/epjds/s13688-021-00263-0

BioTAGME: A Comprehensive Platform for Biological Knowledge Network Analysis

Author(s): Antonio Di Maria; Salvatore Alaimo; Lorenzo Bellomo; Fabrizio Billeci; Paolo Ferragina; Alfredo Ferro; Alfredo Pulvirenti
Published in: Network Bioscience Volume II, Issue 1, 2022, ISSN 2296-889X
Publisher: Frontiers
DOI: 10.3389/fgene.2022.855739

Interaction Strength Analysis to Model Retweet Cascade Graphs

Author(s): Paola Zola, Guglielmo Cola, Michele Mazza, Maurizio Tesconi
Published in: Applied Sciences, Issue 10/23, 2020, Page(s) 8394, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app10238394

The PGM-index

Author(s): Paolo Ferragina, Giorgio Vinciguerra
Published in: Proceedings of the VLDB Endowment, Issue 13/8, 2020, Page(s) 1162-1175, ISSN 2150-8097
Publisher: ACM
DOI: 10.14778/3389133.3389135

The role of geography in the complex diffusion of innovations.

Author(s): Balázs Lengyel; Eszter Bokányi; Riccardo Di Clemente; Riccardo Di Clemente; Riccardo Di Clemente; János Kertész; Marta C. González; Marta C. González; Marta C. González
Published in: Scientific Reports, Vol 10, Iss 1, Pp 1-11 (2020), Issue 1, 2020, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-020-72137-w

Question routing via activity-weighted modularity-enhanced factorization

Author(s): Vaibhav Krishna; Vaiva Vasiliauskaite; Nino Antulov-Fantulin
Published in: Social Network Analysis and Mining, 12, Issue 1, 2022, ISSN 1869-5469
Publisher: Springer
DOI: 10.3929/ethz-b-000578768

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

Author(s): Pietro Saggese; Alessandro Belmonte; Nicola Dimitri; Angelo Facchini; Rainer Böhme
Published in: Journal of Economic Behavior & Organization, Issue Volume 213, September 2023, 2023, Page(s) 251-270, ISSN 0167-2681
Publisher: 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

Author(s): Krishnamurty Muralidhar, Steven Ruggles, Josep Domingo-Ferrer, David Sánchez
Published in: Proceedings of the National Academy of Sciences, Issue 121, 2024, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.2319484121

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

Author(s): Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Published in: Proceedings of the International AAAI Conference on Web and Social Media, Issue 16, 2022, Page(s) 194-204, ISSN 2334-0770
Publisher: Advancement of Artificial Intelligence
DOI: 10.1609/icwsm.v16i1.19284

A Deep Gravity model for mobility flows generation.

Author(s): Filippo Simini; Gianni Barlacchi; Massimilano Luca; Luca Pappalardo
Published in: Nature communications 12 (2021). doi:10.1038/s41467-021-26752-4, Issue 1, 2021, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-021-26752-4

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

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

Opinion Dynamic Modeling of News Perception

Author(s): Letizia Milli
Published in: 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, Issue 1, 2021, ISSN 2364-8228
Publisher: Springer
DOI: 10.1007/s41109-021-00412-4

Change of direction asymmetry across different age categories in youth soccer

Author(s): Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Published in: PeerJ, Issue 8, 2020, Page(s) e9486, ISSN 2167-8359
Publisher: PeerJ
DOI: 10.7717/peerj.9486

On Nonlinear Learned String Indexing

Author(s): Paolo Ferragina; Marco Frasca; Giosuè Cataldo Marinò; Giorgio Vinciguerra
Published in: IEEE Access, Issue Volume 11, 2023, ISSN 2169-3536
Publisher: 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

Author(s): Giovanna Calogiuri, Evi Petersen, Alessio Rossi, Laura Terragni
Published in: BMC Public Health, Issue 23, 2023, ISSN 1471-2458
Publisher: 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

Author(s): Damiano Formenti, Alessio Rossi, Tindaro Bongiovanni, Francesco Campa, Luca Cavaggioni, Giampietro Alberti, Stefano Longo, Athos Trecroci
Published in: International Journal of Environmental Research and Public Health, Issue 18, 2024, Page(s) 1962, ISSN 1660-4601
Publisher: MDPI
DOI: 10.3390/ijerph18041962

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

Author(s): Andrea Gini, Simona Re, Angelo Facchini
Published in: Scientific Reports, Issue 12, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-17508-1

Industry 4.0 Base Technologies and Business Models: A Bibliometric Analysis

Author(s): Giulio Ferrigno, Nicola Del Sarto, Andrea Piccaluga, Alessandro Baroncelli
Published in: Academy of Management Proceedings, Issue 2022, 2022, ISSN 0065-0668
Publisher: 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

Author(s): Giuliano Cornacchia; Luca Pappalardo
Published in: ISPRS International Journal of Geo-Information, Vol 10, Iss 599, p 599 (2021), Issue 1, 2021, ISSN 2220-9964
Publisher: MDPI - ISPRS International Journal of Geo-Information
DOI: 10.3390/ijgi10090599

The Weighted Bitcoin Lightning Network

Author(s): Jian-Hong Lin; Emiliano Marchese; Claudio J. Tessone; Tiziano Squartini
Published in: Elsevier, Chaos, Solitons & Fractals, 164, Issue 1, 2022, ISSN 0960-0779
Publisher: Pergamon Press Ltd.
DOI: 10.3929/ethz-b-000570292

Privacy protection of user profiles in online search via semantic randomization

Author(s): Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez; Alexandre Viejo
Published in: Springer Link, Issue 1, 2021, ISSN 0219-1377
Publisher: 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

Author(s): Alessio Rossi, Dino Pedreschi, David A. Clifton, Davide Morelli
Published in: Sensors, Issue 20/24, 2020, Page(s) 7122, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20247122

XGDAG: explainable gene–disease associations via graph neural networks

Author(s): Andrea Mastropietro, Gianluca De Carlo, Aris Anagnostopoulos
Published in: Bioinformatics, Issue 39, 2023, ISSN 1367-4811
Publisher: Oxford Academic
DOI: 10.1093/bioinformatics/btad482

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

Author(s): Alberto Blanco-Justicia; Josep Domingo-Ferrer; Sergio Martínez; David Sánchez; Adrian Flanagan; Kuan Eeik Tan
Published in: Engineering Applications of Artificial Intelligence, Issue 1, 2021, ISSN 1873-6769
Publisher: Elsevier
DOI: 10.1016/j.engappai.2021.104468

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

Author(s): Flavio Bertini; Rajesh Sharma; Danilo Montesi
Published in: Special Issue Visualisation and Cybersecurity. Journal of Imaging 2022, 8(5), 132, 2022, ISSN 2313-433X
Publisher: Journal of Imaging MDPI
DOI: 10.3390/jimaging8050132

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

Author(s): Tiziano Fagni; Stefano Cresci
Published in: Journal of Artificial Intelligence Research, Issue Volume 73, 2022, ISSN 1076-9757
Publisher: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13112

Trajectory test-train overlap in next-location prediction datasets

Author(s): Massimiliano Luca; Luca Pappalardo; Bruno Lepri; Gianni Barlacchi
Published in: Machine learning - Springer, Issue Volume 112, pages 4597–4634, (2023), 2023, ISSN 0885-6125
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10994-023-06386-x

A model for the Twitter sentiment curve.

Author(s): Giacomo Aletti; Irene Crimaldi; Fabio Saracco
Published in: PLoS ONE, Vol 16, Iss 4, p e0249634 (2021), Issue 1, 2021, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0249634

Provable randomized rounding for minimum-similarity diversification

Author(s): Bruno Ordozgoiti; Ananth Mahadevan; Antonis Matakos; Aristides Gionis
Published in: Springer, Issue 1, 2022, ISSN 1573-756X
Publisher: 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

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

Author(s): Alexandre Viejo, David Sánchez
Published in: Future Generation Computer Systems, Issue 107, 2020, Page(s) 443-457, ISSN 0167-739X
Publisher: Elsevier BV
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Generalization of neural network models for complex network dynamics

Author(s): Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Published in: Communications Physics, Issue 7, 2025, ISSN 2399-3650
Publisher: Nature Portfolio
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An Enterprise Social Analytics Dashboard to Support Competence Valorization and Diversity Management

Author(s): Giorgia Di Tommaso; Stefano Faralli; Mauro Gatti; Michela Iannotta; Giovanni Stilo; Paola Velardi
Published in: Applied Science 2021, 11(18), 8385, Issue Issue 18, 2021, ISSN 2076-3417
Publisher: MDPI
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Bitcoin Transaction Networks: an overview of recent results

Author(s): Nicoló Vallarano; Claudio J. Tessone; Claudio J. Tessone; Tiziano Squartini
Published in: Frontiers in Physics, 2020, ISSN 2296-424X
Publisher: Frontiers
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Uncovering the mesoscale structure of the credit default swap market to improve portfolio risk modelling

Author(s): I. Anagnostou, T. Squartini, D. Kandhai, D. Garlaschelli
Published in: Quantitative Finance, 2021, Page(s) 1-18, ISSN 1469-7688
Publisher: Institute of Physics Publishing
DOI: 10.1080/14697688.2021.1890807

Influence spreading model in analysing ego-centric social networks

Author(s): Vesa Kuikka; Daniel Monsivais; Kimmo Kaski; Kimmo Kaski
Published in: Physica A: Statistical Mechanics and its Applications, Issue 1, 2022, Page(s) volume 588, ISSN 1873-2119
Publisher: Elsevier
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Towards better social crisis data with HERMES: Hybrid sensing for EmeRgency ManagEment System

Author(s): Marco Avvenuti, Salvatore Bellomo, Stefano Cresci, Leonardo Nizzoli, Maurizio Tesconi
Published in: Pervasive and Mobile Computing, Issue 67, 2020, Page(s) 101225, ISSN 1574-1192
Publisher: Elsevier BV
DOI: 10.1016/j.pmcj.2020.101225

Physical Activity Levels and Perceived Changes in the Context of Intra-EEA Migration: A Study on Italian Immigrants in Norway.

Author(s): Giovanna Calogiuri; Giovanna Calogiuri; Alessio Rossi; Laura Terragni
Published in: Frontiers in Public Health, Issue Volume 9 - 2021, 2021, ISSN 2296-2565
Publisher: 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

Author(s): Tancredi Caruso; Giulio Virginio Clemente; Matthias C. Rillig; Diego Garlaschelli
Published in: Methods in Ecology and Evaluation, 2022, ISSN 2041-210X
Publisher: John Wiley and Sons Inc.
DOI: 10.1111/2041-210x.13985

On some fundamental challenges in monitoring epidemics

Author(s): Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Published in: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, Issue 1, 2021, ISSN 2054-5703
Publisher: The Royal Society Publishing
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Ethics of smart cities: Towards value-sensitive design and co-evolving city life

Author(s): Giannotti, F.; Pedreschi, D.
Published in: MDPI, 2021, ISSN 2071-1050
Publisher: MDPI Open Access Publishing

Cross-Lingual Sentiment Quantification

Author(s): Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Erik Cambria
Published in: IEEE Intelligent Systems, Issue 35/3, 2020, Page(s) 106-114, ISSN 1541-1672
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2020.2979203

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

Author(s): Virginia Morini; Laura Pollacci; Giulio Rossetti
Published in: Journal of Applied Science, Issue Volume 11, Issue 12, 2021, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app11125390

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

Author(s): Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
Published in: Artificial Intelligence, Issue 294, 2021, Page(s) 103457, ISSN 0004-3702
Publisher: Elsevier BV
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Interdisciplinary research in artificial intelligence: Lessons from COVID-19

Author(s): Diletta Abbonato, Stefano Bianchini, Floriana Gargiulo, Tommaso Venturini
Published in: Quantitative Science Studies, Issue 5, 2024, Page(s) 922-935, ISSN 2641-3337
Publisher: MIT Press Direct
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Cycle analysis of Directed Acyclic Graphs

Author(s): Tim Evans; Paul Expert; Vaiva Vasiliauskaite
Published in: Science Direct, Issue 1, 2021, ISSN 2352-8540
Publisher: Elsevier
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Internal migration and mobile communication patterns among pairs with strong ties

Author(s): Mikaela Irene D. Fudolig, Daniel Monsivais, Kunal Bhattacharya, Hang-Hyun Jo, Kimmo Kaski
Published in: EPJ Data Science, Issue 10/1, 2021, ISSN 2193-1127
Publisher: Springer
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Modeling shock propagation and resilience in financial temporal networks

Author(s): Fabrizio Lillo, Giorgio Rizzini
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, Issue 35, 2025, ISSN 1054-1500
Publisher: American Institute of Physics
DOI: 10.1063/5.0244665

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

Author(s): Tuomas Takko; Kunal Bhattacharya; Kimmo Kaski
Published in: Front. Phys., 07 June 2023, 2023, ISSN 2296-424X
Publisher: Frontiers in Physics
DOI: 10.3389/fphy.2023.1138323

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

Author(s): Andrea Esuli, Alessio Molinari, Fabrizio Sebastiani
Published in: ACM Transactions on Information Systems, Issue 39/2, 2021, Page(s) 1-34, ISSN 1046-8188
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3433164

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

Author(s): Laura Terragni, Alessio Rossi, Monica Miscali, Giovanna Calogiuri
Published in: Frontiers in Public Health, Issue 10, 2022, ISSN 2296-2565
Publisher: www.frontiersin.org
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The academic wanderer: structure of collaboration network and relation with research performance

Author(s): Pavlos Paraskevopoulos, Chiara Boldrini, Andrea Passarella, Marco Conti
Published in: Applied Network Science, Issue 6/1, 2021, ISSN 2364-8228
Publisher: Springer
DOI: 10.1007/s41109-021-00369-4

Strong ensemble nonequivalence in systems with local constraints

Author(s): Diego Garlaschelli; Qi Zhang
Published in: New Journal of Physics, Volume 24, April 2022, 2022, ISSN 1367-2630
Publisher: Institute of Physics Publishing
DOI: 10.1088/1367-2630/ac5e89

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

Author(s): Christian Esposito; Marco Gortan; Lorenzo Testa; Francesca Chiaromonte; Giorgio Fagiolo; Andrea Mina; Giulio Rossetti
Published in: Applied network science (2022). doi:10.1007/s41109-022-00482-y, Issue 1, 2022, ISSN 2364-8228
Publisher: Springer
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Entropology: an information-theoretic approach to understanding archaeological data

Author(s): Paula Gheorghiade, Vaiva Vasiliauskaite, Aleksandr Diachenko, Henry Price, Tim Evans, Ray Rivers
Published in: Journal of Archaeological Method and Theory (2023) 30:1109–1141, 2023, ISSN 1573-7764
Publisher: Springer
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On the performance of learned data structures

Author(s): Paolo Ferragina, Fabrizio Lillo, Giorgio Vinciguerra
Published in: Theoretical Computer Science, Issue 871, 2021, Page(s) 107-120, ISSN 0304-3975
Publisher: Elsevier BV
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Memecry: Tracing the Repetition-with-Variation of Formulas on 4chan/pol/

Author(s): Sal Hagen, Tommaso Venturini
Published in: SSRN Electronic Journal, 2022, ISSN 1556-5068
Publisher: Taylor & Francis Online
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Temporal mixture ensemble models for probabilistic forecasting of intraday cryptocurrency volume

Author(s): Nino Antulov-Fantulin; Tian Guo; Fabrizio Lillo
Published in: Decisions in Economics and Finance, 44 (2), Issue 1, 2021, ISSN 1129-6569
Publisher: Springer
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Ecology in the digital world of Wikipedia

Author(s): Ogushi, Fumiko; Kert��sz, J��nos; Kaski, Kimmo; Shimada, Takashi
Published in: Scientific Reports, Issue 1, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
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A Public Dataset of 24-h Multi-Levels Psycho-Physiological Responses in Young Healthy Adults

Author(s): Alessio Rossi, Eleonora Da Pozzo, Dario Menicagli, Chiara Tremolanti, Corrado Priami, Alina Sîrbu, David A. Clifton, Claudia Martini, Davide Morelli
Published in: Data, Issue 5/4, 2020, Page(s) 91, ISSN 2306-5729
Publisher: MDPI
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X-Mark: a benchmark for node-attributed community discovery algorithms

Author(s): Salvatore Citraro; Salvatore Citraro; Giulio Rossetti
Published in: Social Network Analysis and Mining 11 (2021). doi:10.1007/s13278-021-00823-2, Issue 1, 2021, ISSN 1869-5469
Publisher: Springer
DOI: 10.1007/s13278-021-00823-2

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

Author(s): Nino Antulov-Fantulin; Lucas Böttcher
Published in: BMC Infectious Diseases, 22 (1), Issue 1, 2022, ISSN 1471-2334
Publisher: BioMed Central
DOI: 10.3929/ethz-b-000540626

Debiaser for Multiple Variables to enhance fairness in classification tasks

Author(s): Giordano d’Aloisio; Andrea D’Angelo; Antinisca Di Marco; Giovanni Stilo
Published in: Elsevier - Information Processing & Management, Issue Volume 60, Issue 2, March 2023, 103226, 2023, ISSN 0306-4573
Publisher: Pergamon Press Ltd.
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Assessments of the environmental performance of global companies need to account for company size

Author(s): Rossana Mastrandrea, Rob ter Burg, Yuli Shan, Klaus Hubacek, Franco Ruzzenenti
Published in: Communications Earth & Environment, Issue 5, 2024, ISSN 2662-4435
Publisher: Nature Portfolio
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On the impact of publicly available news and information transfer to financial markets.

Author(s): Metod Jazbec; Barna Pasztor; Felix Faltings; Nino Antulov-Fantulin; Nino Antulov-Fantulin; Petter N. Kolm
Published in: Royal Society Open Science, Issue 1, 2021, ISSN 1757-7128
Publisher: Royal Society Publishing
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Towards a generalization of information theory for hierarchical partitions

Author(s): Juan Ignacio Perotti; Juan Ignacio Perotti; Nahuel Almeira; Nahuel Almeira; Fabio Saracco
Published in: instname:Consejo Nacional de Investigaciones Científicas y Técnicas, Issue 1, 2020, ISSN 2470-0053
Publisher: Physical Review E
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Coalitions in international litigation: a network perspective

Author(s): R. Mastrandrea, G. Antuofermo, M. Ovadek, T. Y.-C. Yeung, A. Dyevre, G. Caldarelli
Published in: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Issue 382, 2024, ISSN 1364-503X
Publisher: Royal Society of London
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Detecting shadow lobbying

Author(s): Ivan Slobozhan; Peter Ormosi; Rajesh Sharma
Published in: Crossref, Issue 1, 2022, ISSN 1869-5469
Publisher: Springer
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Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis

Author(s): Jisu Kim; Francesca Pratesi; Giulio Rossetti; Alina Sîrbu; Fosca Giannotti
Published in: Social Network Analysis and Mining 13 (2022). doi:10.1007/s13278-022-01017-0, Issue Volume 13, article number 15, (2023), 2023, ISSN 1869-5469
Publisher: Springer
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Modeling Adversarial Behavior Against Mobility Data Privacy

Author(s): Roberto Pellungrini; Luca Pappalardo; Filippo Simini; Anna Monreale
Published in: IEEE Transactions on Intelligent Transportation Systems ( Volume: 23, Issue: 2, February 2022), Issue 1, 2022, Page(s) 1-14, ISSN 1803-7232
Publisher: IEEE
DOI: 10.1109/tits.2020.3021911

Blood sample profile helps to injury forecasting in elite soccer players

Author(s): Alessio Rossi; Luca Pappalardo; Cristoforo Filetti; Paolo Cintia
Published in: 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:, Issue 1, 2022, ISSN 1825-1234
Publisher: Springer
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(Mis)leading the COVID-19 Vaccination Discourse on Twitter: An Exploratory Study of Infodemic Around the Pandemic

Author(s): Shakshi Sharma, Rajesh Sharma, Anwitaman Datta
Published in: IEEE Transactions on Computational Social Systems, Issue 11, 2024, Page(s) 352-362, ISSN 2329-924X
Publisher: IEEE Systems, Man, and Cybernetics Society
DOI: 10.1109/tcss.2022.3225216

Understanding peacefulness through the world news

Author(s): Voukelatou V.; Miliou I.; Giannotti F.; Pappalardo L.
Published in: ISTI Research Report, SoBigData++, 2021, Issue 1, 2022, ISSN 2193-1127
Publisher: Springer
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Predicting seasonal influenza using supermarket retail records

Author(s): Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Published in: PLOS Computational Biology, Issue 17/7, 2021, Page(s) e1009087, ISSN 1553-7358
Publisher: 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

Author(s): Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Published in: Philosophical Transactions of the Royal Society, Volume 380, Issue 2214, Issue 74, 2021, ISSN 1471-2962
Publisher: Royal Publishing
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Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions

Author(s): Andrea Failla; Salvatore Citraro; Giulio Rossetti
Published in: Applied network science 8 (2023). doi:10.1007/s41109-023-00555-6, Issue 3, 2023, ISSN 2364-8228
Publisher: 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

Author(s): Raquel Pérez-Arnal; David V. Conesa; Sergio Alvarez-Napagao; Toyotaro Suzumura; Martí Català; Enrique Alvarez-Lacalle; Dario Garcia-Gasulla
Published in: International Journal of Geo Information, Issue 1, 2021, ISSN 2220-9964
Publisher: International Journal of Geo Information
DOI: 10.3390/ijgi10020073

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

Author(s): Manuel Portela, Carlos Castillo, Songül Tolan, Marzieh Karimi-Haghighi, Antonio Andres Pueyo
Published in: Artificial Intelligence and Law, 2024, ISSN 0924-8463
Publisher: Kluwer Academic Publishers
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UTLDR: an agent-based framework for modeling infectious diseases and public interventions

Author(s): Giulio Rossetti, Letizia Milli, Salvatore Citraro, Virginia Morini
Published in: Journal of Intelligent Information Systems, 2021, ISSN 0925-9902
Publisher: Kluwer Academic Publishers
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Extractive Explanations for Interpretable Text Ranking

Author(s): Jurek Leonhardt, Koustav Rudra, Avishek Anand
Published in: ACM Transactions on Information Systems, Issue 41, 2024, Page(s) 1-31, ISSN 1046-8188
Publisher: Association for Computing Machinary, Inc.
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Data science: a game changer for science and innovation

Author(s): Valerio Grossi, Fosca Giannotti, Dino Pedreschi, Paolo Manghi, Pasquale Pagano, Massimiliano Assante
Published in: International Journal of Data Science and Analytics, Issue 11/4, 2021, Page(s) 263-278, ISSN 2364-415X
Publisher: Springer
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Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks

Author(s): Rossetti G.; Citraro S.; Milli L.
Published in: IEEE Intelligent Systems ( Volume: 36, Issue: 1, 01 Jan.-Feb. 2021), Issue 1, 2021, ISSN 1803-7232
Publisher: IEEE

Directed Percolation in Random Temporal Network Models with Heterogeneities

Author(s): Badie-Modiri, Arash; Rizi, Abbas K.; Karsai, Márton; Kivelä, Mikko
Published in: PHYSICAL REVIEW E, Issue Vol. 105, Iss. 5, 2022, ISSN 2470-0053
Publisher: American Physical Society
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Evaluation of home detection algorithms on mobile phone data using individual-level ground truth

Author(s): Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Published in: EPJ Data Science, Issue 10/1, 2021, ISSN 2193-1127
Publisher: EPJ Data Science
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Fake views removal and popularity on YouTube

Author(s): Maria Castaldo, Paolo Frasca, Tommaso Venturini, Floriana Gargiulo
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
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Game-on: graph attention network based multimodal fusion for fake news detection

Author(s): Mudit Dhawan, Shakshi Sharma, Aditya Kadam, Rajesh Sharma, Ponnurangam Kumaraguru
Published in: Social Network Analysis and Mining, Issue 14, 2024, ISSN 1869-5469
Publisher: Cornell University
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Non-Markovian temporal networks with auto- and cross-correlated link dynamics

Author(s): Oliver E. Williams; Piero Mazzarisi; Fabrizio Lillo; Vito Latora
Published in: PHYSICAL REVIEW E, 2022, ISSN 2470-0045
Publisher: PHYSICAL REVIEW E
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Visual media analysis for Instagram and other online platforms

Author(s): Richard Rogers
Published in: Big Data & Society, 8(1). SAGE Publications Ltd, Issue 1, 2021, ISSN 2158-2440
Publisher: SAGE Publications Inc.
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Analysing Twitter semantic networks: the case of 2018 Italian elections

Author(s): Tommaso Radicioni; Fabio Saracco; Elena Pavan; Tiziano Squartini
Published in: Scientific Reports, Vol 11, Iss 1, Pp 1-22 (2021), Issue 65, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
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Reconstructing firm-level interactions in the Dutch input-output network from production constraints

Author(s): Leonardo Niccolò Ialongo; Camille de Valk; Emiliano Marchese; Fabian Jansen; Hicham Zmarrou; Tiziano Squartini; Diego Garlaschelli
Published in: Nature, Issue 1, 2022, ISSN 2045-2322
Publisher: 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

Author(s): Josep Domingo-Ferrer, Krishnamurty Muralidhar, Maria Bras-Amoros
Published in: IEEE Transactions on Dependable and Secure Computing, 2020, Page(s) 1-1, ISSN 1545-5971
Publisher: IEEE Computer Society
DOI: 10.1109/tdsc.2020.2968027

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

Author(s): Benet Manzanares-Salor, David Sánchez, Pierre Lison
Published in: Data Mining and Knowledge Discovery, Issue 38, 2024, Page(s) 4040-4075, ISSN 1384-5810
Publisher: Kluwer Academic Publishers
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Maximizing diversity over clustered data

Author(s): Zhang, Guangyi; Gionis, Aristides
Published in: Proceedings of the 2020 SIAM International Conference on Data Mining (SDM), Issue 1, 2020, ISSN 1095-7111
Publisher: SIAM
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Human-agent coordination in a group formation game

Author(s): Tuomas Takko, Kunal Bhattacharya, Daniel Monsivais, Kimmo Kaski
Published in: Scientific Reports, Issue 11/1, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
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Identifying and exploiting homogeneous communities in labeled networks

Author(s): Salvatore Citraro, Giulio Rossetti
Published in: Applied Network Science, Issue 5/1, 2020, ISSN 2364-8228
Publisher: Springer Open
DOI: 10.1007/s41109-020-00302-1

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

Author(s): Lucas Böttcher; Lucas Böttcher; Nino Antulov-Fantulin
Published in: PHYSICAL REVIEW RESEARCH, Issue 1, 2020, ISSN 2643-1564
Publisher: APS
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Feature-rich multiplex lexical networks reveal mental strategies of early language learning

Author(s): Salvatore Citraro; Michael S. Vitevitch; Massimo Stella; Giulio Rossetti
Published in: Scientific Reports - Nature, Issue Scientific Reports volume 13, Article number: 1474, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
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Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings

Author(s): Fadi Hassan, David Sanchez, Josep Domingo-Ferrer
Published in: IEEE Transactions on Knowledge and Data Engineering, 2021, Page(s) 1-1, ISSN 1041-4347
Publisher: 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

Author(s): Ye Jiang, Xingyi Song, Carolina Scarton, Iknoor Singh, Ahmet Aker, Kalina Bontcheva
Published in: Research Square, 2022, ISSN 2693-5015
Publisher: 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

Author(s): Di Martino, Flavio; Delmastro, Franca
Published in: Springer Link, Issue 1, 2022, ISSN 2193-1801
Publisher: Springer Science and Business Media Deutschland GmbH
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Evaluating community detection algorithms for progressively evolving graphs

Author(s): Remy Cazabet, Souâad Boudebza, Giulio Rossetti
Published in: Journal of Complex Networks, Issue 8/6, 2020, ISSN 2051-1310
Publisher: Journal of Complex Networks - Oxford Academic
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Gender Bias When Using Artificial Intelligence to Assess Anorexia Nervosa on Social Media: Data-Driven Study

Author(s): David Solans Noguero; Diana Ramírez-Cifuentes; Esteban Andrés Ríssola; Ana Freire
Published in: Journal of Medical Internet Research, Issue 5, 2023, ISSN 1438-8871
Publisher: Journal of medical Internet Research
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COVID-19 vaccination and unemployment risk: lessons from the Italian crisis

Author(s): Valentina Pieroni, Angelo Facchini, Massimo Riccaboni
Published in: Scientific Reports, Issue 11, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
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Morningness–eveningness assessment from mobile phone communication analysis

Author(s): Roy, Chandreyee; Monsivais, Daniel; Bhattacharya, Kunal; Dunbar, Robin I. M.; Kaski, Kimmo
Published in: Scientific Reports, Vol 11, Iss 1, Pp 1-13 (2021), Issue 63, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
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Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks

Author(s): Giulio Rossetti, Salvatore Citraro, Letizia Milli
Published in: IEEE Intelligent Systems, Issue 36/1, 2021, Page(s) 25-34, ISSN 1541-1672
Publisher: 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

Author(s): Athos Trecroci; Damiano Formenti; Jason Moran; Dino Pedreschi; Luca Cavaggioni; Alessio Rossi
Published in: Frontiers in Physiology, Issue Volume 14 - 2023, 2023, ISSN 1664-042X
Publisher: Frontiers Research Foundation
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Benchmarking Crisis in Social Media Analytics: A Solution for the Data-Sharing Problem

Author(s): Dennis Assenmacher, Derek Weber, Mike Preuss, André Calero Valdez, Alison Bradshaw, Björn Ross, Stefano Cresci, Heike Trautmann, Frank Neumann, Christian Grimme
Published in: Social Science Computer Review, Issue 40, 2025, Page(s) 1496-1522, ISSN 0894-4393
Publisher: SAGE Publications
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On the equivalence between the kinetic Ising model and discrete autoregressive processes

Author(s): Carlo Campajola; Fabrizio Lillo; Piero Mazzarisi; Daniele Tantari
Published in: Journal of Statistical Mechanics: Theory and Experiment, Volume 2021, March 2021, 2021, ISSN 1742-5468
Publisher: Institute of Physics
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Social search: Retrieving information in Online Social platforms – A survey

Author(s): Maddalena Amendola, Andrea Passarella, Raffaele Perego
Published in: Online Social Networks and Media, Issue 36, 2023, Page(s) 100254, ISSN 2468-6964
Publisher: Elsevier
DOI: 10.1016/j.osnem.2023.100254

a case for machine learning-induced epistemic injustice in healthcare

Author(s): Giorgia Pozzi
Published in: Volume 25, article number 3, (2023), Ethics and Information Technology, Issue 1, 2023, ISSN 1388-1957
Publisher: Kluwer Academic Publishers
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Regional Lean Soft Tissue and Intracellular Water Are Associated with Changes in Lower-Body Neuromuscular Performance: A Pilot Study in Elite Soccer Players

Author(s): Tindaro Bongiovanni; Grant Tinsley; Giulia Martera; Carmine Orlandi; Federico Genovesi; Giuseppe Puleo; Alessio Rossi; Athos Trecroci
Published in: European Journal of Investigation in Health, Psychology and Education; Volume 12; Issue 8; Pages: 882-892, Issue 1, 2022, ISSN 2254-9625
Publisher: European Journal of Investigation in Health, Psychology and Education
DOI: 10.3390/ejihpe12080064

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

Author(s): Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
Published in: Physical Review Research, Issue 1, 2022, ISSN 2643-1564
Publisher: Physical Review Research
DOI: 10.1103/physrevresearch.4.033105

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

Author(s): Alejandro Moreo; Fabrizio Sebastiani
Published in: Research report, SoBigData++ and AI4Media, 2020, Issue 1, 2021
Publisher: ArXiv.org
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Low-dimensional statistical manifold embedding of directed graphs

Author(s): Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin
Published in: 2020
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Heterogeneous document embeddings for cross-lingual text classification

Author(s): Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
Published in: Proceedings of the 36th Annual ACM Symposium on Applied Computing, 2021, Page(s) 685-688, ISBN 9781450381048
Publisher: ACM
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Ecology in the digital world of Wikipedia

Author(s): Fumiko Ogushi, Janos Kertesz, Kimmo Kaski, Takashi Shimada
Published in: 2021
Publisher: ArXiv.org

Focus! Rating XAI Methods and Finding Biases

Author(s): Anna Arias-Duart; Ferran Pares; Dario Garcia-Gasulla; Victor Gimenez-Abalos
Published in: ArXiv, Issue 1, 2021
Publisher: ArXiv
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Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels

Author(s): Maria Sofia Bucarelli; Lucas Cassano; Federico Siciliano; Amin Mantrach; Fabrizio Silvestri
Published in: 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
Publisher: CVPR conference
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Finding large balanced subgraphs in signed networks

Author(s): Bruno Ordozgoiti, Antonis Matakos, Aristides Gionis
Published in: Proceedings of The Web Conference 2020, 2020, Page(s) 1378-1388, ISBN 9781450370233
Publisher: ACM
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Information dynamics of price and liquidity around the 2017 Bitcoin markets crash

Author(s): Vaiva Vasiliauskaite; Fabrizio Lillo; Nino Antulov-Fantulin
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science, Issue 1, 2022
Publisher: AIP Publishing
DOI: 10.48550/arxiv.2111.09057

Opinion Dynamic Modeling of Fake News Perception.

Author(s): Cecilia Toccaceli; Letizia Milli; Giulio Rossetti
Published in: COMPLEX NETWORKS 2020 - International Conference on Complex Networks and Their Applications, 2021, Page(s) 370–381, ISBN 978-3-030-65346-0
Publisher: Springer
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SismaDL an ontology to represent post-disaster regulation

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

Testing properties of signed graphs

Author(s): Adriaens, Florian; Apers, Simon
Published in: Issue 1, 2021
Publisher: ArXiv.org

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

Author(s): Lucchini L.; Centellegher S.; Pappalardo L.; Gallotti R.; Privitera F.; Lepri B.; De Nadai M.
Published in: Issue 1, 2021
Publisher: ArXiv
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Sharp Thresholds for a SIR Model on One-Dimensional Small-World Networks

Author(s): Becchetti, Luca; Clementi, Andrea; Denni, Riccardo; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Published in: Issue 1, 2021
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Fair Detection of Poisoning Attacks in Federated Learning

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

Healthy Twitter discussions? Time will tell

Author(s): Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Published in: Universitat Politècnica de Catalunya (UPC), Issue 1, 2022
Publisher: ArXiv
DOI: 10.48550/arxiv.2203.11261

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

Author(s): Patuelli, Alessia; Caldarelli, Guido; Lattanzi, Nicola; Saracco, Fabio
Published in: Issue 1, 2021
Publisher: ArXiv.org

An individual-level ground truth dataset for home location detection

Author(s): Pappalardo, Luca; Ferres, Leo; Sacasa, Manuel; Cattuto, Ciro; Bravo, Loreto
Published in: ArXiv, 2020
Publisher: ArXiv
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Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions

Author(s): Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martínez, Sergio; Sánchez, David; Flanagan, Adrian; Tan, Kuan Eeik
Published in: Issue 1, 2021
Publisher: ArXiv.org

Characterising different communities of Twitter users: Migrants and natives

Author(s): Kim, Jisu; Sîrbu, Alina; Giannotti, Fosca; Rossetti, Giulio
Published in: Issue 1, 2021
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Workflows for bringing data science on the cloud/edge computing continuum

Author(s): Dazzi P.; Grossi V.; Trasarti R.
Published in: FRAME '21: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the EdgeJune 2021, 2021
Publisher: ACM Digital Library
DOI: 10.1145/3452369.3463820

Morningness-eveningness assessment from mobile phone communication analysis

Author(s): Chandreyee Roy, Daniel Monsivais, Kunal Bhattacharya, Robin I.M. Dunbar, Kimmo Kaski
Published in: 2021
Publisher: BioRxiv

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

Author(s): Luca M.; Barlacchi G.; Lepri B.; Pappalardo L.
Published in: Research report, SoBigData++, 2020, Issue 1, 2020
Publisher: ArXiv.org

Evaluating community detection algorithms for progressively evolving graphs

Author(s): Cazabet R.; Boudebza S.; Rossetti G.
Published in: ISTI Technical Reports 2020/013, 2020, Issue 1, 2020
Publisher: ArXiv
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Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations

Author(s): Marette, Thibault; Miettinen, Pauli; Neumann, Stefan
Published in: ArXiv, 2023
Publisher: ArXiv
DOI: 10.48550/arxiv.2307.07396

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

Author(s): Barjašić, Irena; Antulov-Fantulin, Nino
Published in: Issue 1, 2021
Publisher: ArXiv.org
DOI: 10.3929/ethz-b-000489248

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

Author(s): Giordano d’Aloisio
Published in: International Conference on Software Engineering - Companion, ICSE, Companion, 2022, ISSN 1803-7232
Publisher: IEEE Xplore
DOI: 10.1145/3510454.3517067

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

Author(s): Trasarti R.; Grossi V.; Natilli M.; Rapisarda B.
Published in: SEBD 2022 - The 30th Italian Symposium on Advanced Database Systems,, Issue 1, 2022, Page(s) 117-124
Publisher: SEBD 2022

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

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

Reconciling econometrics with continuous maximum-entropy network models

Author(s): Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
Published in: ArXiv, 2022
Publisher: ArXiv
DOI: 10.1016/j.chaos.2022.112958

Explainable Classification of Brain Networks via Contrast Subgraphs

Author(s): Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
Published in: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020, Page(s) 3308-3318, ISBN 9781450379984
Publisher: ACM
DOI: 10.1145/3394486.3403383

a software engineering approach

Author(s): Giordano D'Aloisio
Published in: ICSE '22: Proceedings of the ACM/IEEE 44th International Conference on Software Engineering: Companion Proceedings, Issue 1, 2022, Page(s) 291–293
Publisher: ACM Digital Library
DOI: 10.1109/icse-companion55297.2022.9793779

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

Author(s): Pappalardo, Luca; Rossi, Alessio; Pontillo, Giuseppe; Natilli, Michela; Cintia, Paolo
Published in: Issue 1, 2021
Publisher: ArXiv.org

Demystifying Misconceptions in Social Bots Research

Author(s): Cresci, Stefano; Di Pietro, Roberto; Spognardi, Angelo; Tesconi, Maurizio; Petrocchi, Marinella
Published in: ArXiv, Issue 1, 2023
Publisher: ArXiv
DOI: 10.48550/arxiv.2303.17251

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

Author(s): Böhm M.; Nanni M.; Pappalardo L.
Published in: NeurIPS 2020 Workshop - Tackling Climate Change with Machine Learning, Online conference, 11/12/2020, Issue 1, 2020
Publisher: NeurIPS 2020

Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning.

Author(s): Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport
Published in: 2020
Publisher: ECML/PKDD

Sockpuppet detection: a Telegram case study

Author(s): Pisciotta, Gabriele; Somenzi, Miriana; Barisani, Elisa; Rossetti, Giulio
Published in: 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:, Issue 1, 2021
Publisher: ArXiv
DOI: 10.48550/arxiv.2105.10799

Recent results and open problems in spectral algorithms for signed graphs

Author(s): Ordozgoiti Rubio, Bruno
Published in: Proceedings of the 3rd BYMAT Conference, Issue 1, 2021
Publisher: BYMAT Conference

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

Author(s): Nino Antulov-Fantulin, Tian Guo, Fabrizio Lillo
Published in: 2020
Publisher: ArXiv.org

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

Author(s): Simini F.; Barlacchi G.; Luca M.; Pappalardo L.
Published in: Research report, SoBigData++, 2020, Issue 1, 2020
Publisher: ArXiv
DOI: 10.48550/arxiv.2012.00489

Searching for polarization in signed graphs: a local spectral approach

Author(s): Han Xiao, Bruno Ordozgoiti, Aristides Gionis
Published in: Proceedings of The Web Conference 2020, 2020, Page(s) 362-372, ISBN 9781450370233
Publisher: ACM
DOI: 10.1145/3366423.3380121

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

Author(s): Farrell, Tracie; Bakir, Mehmet; Bontcheva, Kalina
Published in: Issue 1, 2021
Publisher: ArXiv.org

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

Author(s): Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
Published in: 2021
Publisher: ArXiv.org

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

Author(s): M. Eren Akbiyik, Mert Erkul, Killian Kämpf, Vaiva Vasiliauskaite, Nino Antulov-Fantulin
Published in: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2024, Page(s) 688-696
Publisher: ACM
DOI: 10.1145/3539597.3570387

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

Author(s): Bertini, Flavio; Sharma, Rajesh; Montesi, Danilo
Published in: Issue 1, 2020
Publisher: ArXiv.org

Analysis of bank leverage via dynamical systems and deep neural networks

Author(s): Fabrizio Lillo, Giulia Livieri, Stefano Marmi, Anton Solomko, Sandro Vaienti
Published in: 2021
Publisher: ArXiv.org

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

Author(s): Antonio F. Peralta, Matteo Neri, János Kertész, Gerardo Iñiguez
Published in: 2021
Publisher: ArXiv.org

Some Challenges in Monitoring Epidemics

Author(s): Vaiva Vasiliauskaite, Nino Antulov-Fantulin, Dirk Helbing
Published in: 2021
Publisher: ArXiv.org

Capturing Political Polarization of Reddit Submissions in the Trump Era

Author(s): Morini V.; Pollacci L.; Rossetti G.
Published in: 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, Issue 1, 2020
Publisher: SEBD 2020

Diversity-Aware k-median

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

Benchmarking and Survey of Explanation Methods for Black Box Models

Author(s): Bodria, Francesco; Giannotti, Fosca; Guidotti, Riccardo; Naretto, Francesca; Pedreschi, Dino; Rinzivillo, Salvatore
Published in: Issue 1, 2021
Publisher: ArXiv.org

Private Sources of Mobility Data Under COVID-19

Author(s): Raquel Pérez Arnal, David Conesa, Sergio Alvarez-Napagao, Toyotaro Suzumura, Martí Català, Enric Alvarez, Dario Garcia-Gasulla
Published in: 2020
Publisher: ArXiv.org

Expansion and Flooding in Dynamic Random Networks with Node Churn

Author(s): Becchetti, Luca; Clementi, Andrea; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Published in: Issue 1, 2020
Publisher: ArXiv.org

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

Author(s): Cristofol Dauden-Esmel; Jordi Castellà-Roca; Alexandre Viejo; Josep Domingo-Ferrer
Published in: CSP, Issue 61, 2021, ISBN 978-1-7281-8622-1
Publisher: IEEE Xplore
DOI: 10.1109/csp51677.2021.9357602

Definition of an enriched GIS network for evacuation planning

Author(s): Evans Etrue Howard, Lorenza Pasquini, Antinisca Di Marco, d Eliseo Clementini
Published in: 2021
Publisher: Scitepress

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

Author(s): Irena Barjašić, Nino Antulov-Fantulin
Published in: 2020
Publisher: ArXiv.org

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

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

Boilerplate Removal using a Neural Sequence Labeling Model

Author(s): Jurek Leonhardt, Avishek Anand, Megha Khosla
Published in: Companion Proceedings of the Web Conference 2020, 2020, Page(s) 226-229, ISBN 9781450370240
Publisher: ACM
DOI: 10.1145/3366424.3383547

Modelling Human Mobility considering Spatial,Temporal and Social Dimensions

Author(s): Cornacchia, Giuliano; Rossetti, Giulio; Pappalardo, Luca
Published in: Issue 1, 2020
Publisher: ArXiv.org

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

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

How accurate are neural approximations of complex network dynamics?

Author(s): Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino
Published in: arXiv, 2023
Publisher: ArXiv
DOI: 10.3929/ethz-b-000639455

SismaDL an ontology to represent post-disaster regulation

Author(s): Caroccia, F.; D’agostino, D.; Giordano d'Aloisio; Di Marco, A.; Stilo, G.
Published in: Scopus - Elsevier, Issue 75, 2021
Publisher: CEUR-WS.org

Tweet Sentiment Quantification: An Experimental Re-Evaluation

Author(s): Moreo, Alejandro; Sebastiani, Fabrizio
Published in: Research report, SoBigData++ and AI4Media, 2020, Issue 1, 2021
Publisher: ArXiv.org

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

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

An individual-level ground truth dataset for home location detection

Author(s): Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Published in: 2020
Publisher: ArXiv.org

Change of direction asymmetry across different age categories in youth soccer

Author(s): Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Published in: PeerJ. 2020;, 2020
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Explain and Predict, and then Predict Again

Author(s): Zijian Zhang, Koustav Rudra, Avishek Anand
Published in: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 2021, Page(s) 418-426, ISBN 9781450382977
Publisher: ACM
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Attributed Stream-Hypernetwork Analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit

Author(s): Andrea Failla; Salvatore Citraro; Giulio Rossetti
Published in: Complex Networks and Their Applications XI ISBN: 9783031211263, 2023, Page(s) pp 150–161, ISSN 9783-031211263
Publisher: Springer Link
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Classification-Aware Neural Topic Model CombinedWith Interpretable Analysis - For Conflict Classification

Author(s): 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
Published in: Proceedings of the Conference Recent Advances in Natural Language Processing - Large Language Models for Natural Language Processings, 2024, Page(s) 666-672
Publisher: INCOMA Ltd., Shoumen,
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Optimising cost vs accuracy of decentralised analytics in fog computing environments

Author(s): Lorenzo Valerio, Andrea Passarella, Marco Conti
Published in: 2020
Publisher: ArXiv.org

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

Author(s): Mattia G. Campana; Franca Delmastro
Published in: Axviv, Issue 1, 2022
Publisher: ArXiv
DOI: 10.48550/arxiv.2205.08790

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

Author(s): 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,
Published in: Issue 1, 2021
Publisher: ArXiv.org

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

Author(s): Vaibhav Krishna; Nino Antulov-Fantulin
Published in: UMAP '23: Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023, Page(s) Pages 156–163
Publisher: ACM Digital Library
DOI: 10.1145/3565472.3592957

Pattern detection in large temporal graphs using algebraic fingerprints

Author(s): Suhas Thejaswi, Aristides Gionis
Published in: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Page(s) 37-45, ISBN 978-1-61197-623-6
Publisher: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976236.5

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

Author(s): Kilian Ollivier, Chiara Boldrini, Andrea Passarella, Marco Conti
Published in: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Issue 12467, 2020, Page(s) 267-282, ISBN 978-3-030-60974-0
Publisher: Springer International Publishing
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Learned Data Structures

Author(s): Paolo Ferragina, Giorgio Vinciguerra
Published in: Recent Trends in Learning From Data - Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019), Issue 896, 2020, Page(s) 5-41, ISBN 978-3-030-43882-1
Publisher: Springer International Publishing
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Discovering Dense Correlated Subgraphs in Dynamic Networks

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

Mining Dense Subgraphs with Similar Edges

Author(s): Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
Published in: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III, Issue 12459, 2021, Page(s) 20-36, ISBN 978-3-030-67663-6
Publisher: Springer International Publishing
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Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases

Author(s): Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
Published in: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Issue 12256, 2020, Page(s) 154-165, ISBN 978-3-030-57523-6
Publisher: Springer International Publishing
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From mean-field to complex topologies: network effects on the algorithmic bias model

Author(s): Valentina Pansanella; Giulio Rossetti; Letizia Milli
Published in: COMPLEX NETWORKS 2021 - Tenth International Conference on Complex Networks and Their Applications, pp. 329–340, Madrid, Spain, 30/11-2/12/2021, Issue 62, 2022
Publisher: arXiv
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Maximizing diversity over clustered data

Author(s): Guangyi Zhang, Aristides Gionis
Published in: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Page(s) 649-657, ISBN 978-1-61197-623-6
Publisher: Society for Industrial and Applied Mathematics
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Explaining Misclassification and Attacks in Deep Learning via Random Forests

Author(s): Rami Haffar, Josep Domingo-Ferrer, David Sánchez
Published in: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Issue 12256, 2020, Page(s) 273-285, ISBN 978-3-030-57523-6
Publisher: Springer International Publishing
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Improved mixing time for k -subgraph sampling

Author(s): Ryuta Matsuno, Aristides Gionis
Published in: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Page(s) 568-576, ISBN 978-1-61197-623-6
Publisher: Society for Industrial and Applied Mathematics
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Characterizing Social Bots Spreading Financial Disinformation

Author(s): Serena Tardelli, Marco Avvenuti, Maurizio Tesconi, Stefano Cresci
Published in: 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, Issue 12194, 2020, Page(s) 376-392, ISBN 978-3-030-49569-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-49570-1_26

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

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

Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars

Author(s): Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri
Published in: Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19–21, 2020, Proceedings, Issue 12323, 2020, Page(s) 357-373, ISBN 978-3-030-61526-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-61527-7_24

Focus and bias: will it blend?

Author(s): Anna Arias-Duart; Ferran Parés; Víctor Giménez-Ábalos; Dario Garcia-Gasulla
Published in: Crossref, Issue 1, 2022, Page(s) 325-334
Publisher: IOS Press
DOI: 10.3233/faia220355

Dynamics of Scientific Collaboration Networks Due to Academic Migrations

Author(s): Pavlos Paraskevopoulos, Chiara Boldrini, Andrea Passarella, Marco Conti
Published in: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Issue 12467, 2020, Page(s) 283-296, ISBN 978-3-030-60974-0
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-60975-7_21

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

Author(s): Pianese T.; Rossetti G.; Morini V.
Published in: 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
Publisher: Mc Graw-Hill

Healthy Twitter discussions? Time will tell

Author(s): Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Published in: Issue 76, 2022
Publisher: arxiv.org

A dataset to assess mobility changes in Chile following local quarantines

Author(s): Pappalardo L.; Cornacchia G.; Navarro V.; Bravo L.; Ferres L.
Published in: Research report, SoBigData++, 2020, Issue 59, 2020
Publisher: arxiv
DOI: 10.48550/arxiv.2011.12162

Secure and Privacy-Preserving Federated Learning via Co-Utility

Author(s): Josep Domingo-Ferrer; Alberto Blanco-Justicia; Jesús A. Manjón; David Sánchez
Published in: IEEE Internet of Things Journal, Issue 1, 2021, ISSN 2327-4662
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2021.3102155

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