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

Livrables

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 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

Periodic Report on VA Activities 1

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.

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

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 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

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.

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.

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

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

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

A Survey on Deep Learning for Human Mobility

Auteurs: LucaMassimiliano; BarlacchiGianni; LepriBruno; PappalardoLuca
Publié dans: ACM Computing SurveysVol. 55, No. 1, Numéro 1, 2023, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.48550/arxiv.2012.02825

Evaluating local explanation methods on ground truth

Auteurs: Riccardo Guidotti
Publié dans: Artificial Intelligence, Numéro 291, 2021, Page(s) 103428, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

An ethico-legal framework for social data science

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

Multi-Dimensional Randomized Response

Auteurs: Josep Domingo-Ferrer, Jordi Soria-Comas
Publié dans: IEEE Transactions on Knowledge and Data Engineering, 2020, Page(s) 1-1, ISSN 1041-4347
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2020.3045759

Addressing the socioeconomic divide in computational modeling for infectious diseases

Auteurs: Michele Tizzoni; Elaine O. Nsoesie; Laetitia Gauvin; Márton Karsai; Nicola Perra; Shweta Bansal
Publié dans: Nature Communications, Numéro 13, Article number: 2897 (2022), 2022, ISSN 2041-1723
Éditeur: Nature Publishing Group
DOI: 10.1038/s41467-022-30688-8

Automatic Assessment of Privacy Policies under the GDPR

Auteurs: David Sánchez, Alexandre Viejo, Montserrat Batet
Publié dans: Applied Sciences, Numéro 11/4, 2021, Page(s) 1762, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app11041762

A model for social spreading of Covid-19

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

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

Auteurs: Jesús Manjón; Josep Domingo-Ferrer; David Sánchez; Alberto Blanco-Justicia
Publié dans: Elsevier - Computer Communications, Numéro Volume 207, 1 July 2023,, 2023, Page(s) Pages 1-18, ISSN 0140-3664
Éditeur: 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

Auteurs: Alessio Rossi; Luca Pappalardo; Paolo Cintia
Publié dans: MDPI Journals Sports, Numéro 1, 2022, ISSN 2075-4663
Éditeur: MDPI
DOI: 10.3390/sports10010005

Human-agent coordination in a group formation game

Auteurs: Takko, Tuomas; Bhattacharya, Kunal; Monsivais, Daniel; Kaski, Kimmo
Publié dans: Springer Nature Scientific Reports, Numéro Scientific Reports, Vol 11, Iss 1, Pp 1-10 (2021), 2021, ISSN 2662-9283
Éditeur: Springer Nature
DOI: 10.48550/arxiv.2105.09764

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

Auteurs: Federica Parisi; Tiziano Squartini; Diego Garlaschelli
Publié dans: Journal of Physics, Numéro 1, 2020, ISSN 1742-5468
Éditeur: Institute of Physics
DOI: 10.48550/arxiv.1811.09829

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

Auteurs: Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer
Publié dans: Data Mining and Knowledge Discovery, Numéro 1, 2023, ISSN 1384-5810
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10618-022-00912-6

Battery management for energy communities—Economic evaluation of an artificial intelligence-led system

Auteurs: Saman Korjani; Angelo Facchini; Mario Mureddu; Alessandro Rubino; Alfonso Damiano
Publié dans: Journal of Cleaner Production Volume 314, 2021, ISSN 1879-1786
Éditeur: Elsevier - ScienceDirect
DOI: 10.1016/j.jclepro.2021.128017

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

Auteurs: Flavio Di Martino; Franca Delmastro; Cristina Dolciotti
Publié dans: Smart Health, Numéro Volume 30, December 2023, 100429, 2023, ISSN 2352-6483
Éditeur: Elsevier Science Direct
DOI: 10.1016/j.smhl.2023.100429

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

Auteurs: Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
Publié dans: Communications of the ACM, Numéro 64/7, 2021, Page(s) 33-35, ISSN 0001-0782
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3433638

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

Auteurs: Mattia Giovanni Campana; Franca Delmastro
Publié dans: Expert systems with applications, Numéro Volume 181, 1 November 2021, 115124, 2021, Page(s) https://arxiv.org/pdf/2306.15437.pdf, ISSN 0957-4174
Éditeur: 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

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

Finding Path Motifs in Large Temporal Graphs Using Algebraic Fingerprints

Auteurs: Suhas Thejaswi, Aristides Gionis, Juho Lauri
Publié dans: Big Data, Numéro 8/5, 2020, Page(s) 335-362, ISSN 2167-6461
Éditeur: Mary Ann Liebert inc. Publishers
DOI: 10.1089/big.2020.0078

A decade of social bot detection

Auteurs: Stefano Cresci
Publié dans: Communications of the ACM, Numéro 63/10, 2020, Page(s) 72-83, ISSN 0001-0782
Éditeur: 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

Auteurs: Jazbec, Metod; Pàsztor, Barna; Faltings, Felix; Antulov-Fantulin, Nino; Kolm, Petter N.
Publié dans: Royal Society Open Science, Volume 8, Numéro 7, Numéro 64, 2021, ISSN 2054-5703
Éditeur: 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

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

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

Auteurs: Giulio Rossetti
Publié dans: Applied Network Science, Numéro 5/1, 2020, ISSN 2364-8228
Éditeur: Springer
DOI: 10.1007/s41109-020-00270-6

Disarming visualization-based approaches in malware detection systems

Auteurs: Lara Saidia Fascí; Marco Fisichella; Gianluca Lax; Chenyi Qian
Publié dans: Science Direct, Elsevier, Computers & Security, Numéro Volume 126, March 2023, 103062, 2023, ISSN 0167-4048
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2022.103062

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

Auteurs: Hao Cui, János Kertész
Publié dans: EPJ Data Science, Numéro 10/1, 2021, ISSN 2193-1127
Éditeur: Springer
DOI: 10.1140/epjds/s13688-021-00263-0

BioTAGME: A Comprehensive Platform for Biological Knowledge Network Analysis

Auteurs: Antonio Di Maria; Salvatore Alaimo; Lorenzo Bellomo; Fabrizio Billeci; Paolo Ferragina; Alfredo Ferro; Alfredo Pulvirenti
Publié dans: Network Bioscience Volume II, Numéro 1, 2022, ISSN 2296-889X
Éditeur: Frontiers
DOI: 10.3389/fgene.2022.855739

Interaction Strength Analysis to Model Retweet Cascade Graphs

Auteurs: Paola Zola, Guglielmo Cola, Michele Mazza, Maurizio Tesconi
Publié dans: Applied Sciences, Numéro 10/23, 2020, Page(s) 8394, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app10238394

The PGM-index

Auteurs: Paolo Ferragina, Giorgio Vinciguerra
Publié dans: Proceedings of the VLDB Endowment, Numéro 13/8, 2020, Page(s) 1162-1175, ISSN 2150-8097
Éditeur: ACM
DOI: 10.14778/3389133.3389135

The role of geography in the complex diffusion of innovations.

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

Question routing via activity-weighted modularity-enhanced factorization

Auteurs: Vaibhav Krishna; Vaiva Vasiliauskaite; Nino Antulov-Fantulin
Publié dans: Social Network Analysis and Mining, 12, Numéro 1, 2022, ISSN 1869-5469
Éditeur: Springer
DOI: 10.3929/ethz-b-000578768

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

Auteurs: Pietro Saggese; Alessandro Belmonte; Nicola Dimitri; Angelo Facchini; Rainer Böhme
Publié dans: Journal of Economic Behavior & Organization, Numéro Volume 213, September 2023, 2023, Page(s) 251-270, ISSN 0167-2681
Éditeur: Elsevier BV
DOI: 10.1016/j.jebo.2023.07.025

A Deep Gravity model for mobility flows generation.

Auteurs: Filippo Simini; Gianni Barlacchi; Massimilano Luca; Luca Pappalardo
Publié dans: Nature communications 12 (2021). doi:10.1038/s41467-021-26752-4, Numéro 1, 2021, ISSN 2041-1723
Éditeur: Nature Publishing Group
DOI: 10.1038/s41467-021-26752-4

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

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

Opinion Dynamic Modeling of News Perception

Auteurs: Letizia Milli
Publié dans: 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, Numéro 1, 2021, ISSN 2364-8228
Éditeur: Springer
DOI: 10.1007/s41109-021-00412-4

Change of direction asymmetry across different age categories in youth soccer

Auteurs: Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Publié dans: PeerJ, Numéro 8, 2020, Page(s) e9486, ISSN 2167-8359
Éditeur: PeerJ
DOI: 10.7717/peerj.9486

On Nonlinear Learned String Indexing

Auteurs: Paolo Ferragina; Marco Frasca; Giosuè Cataldo Marinò; Giorgio Vinciguerra
Publié dans: IEEE Access, Numéro Volume 11, 2023, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3295434

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

Auteurs: Giuliano Cornacchia; Luca Pappalardo
Publié dans: ISPRS International Journal of Geo-Information, Vol 10, Iss 599, p 599 (2021), Numéro 1, 2021, ISSN 2220-9964
Éditeur: MDPI - ISPRS International Journal of Geo-Information
DOI: 10.3390/ijgi10090599

The Weighted Bitcoin Lightning Network

Auteurs: Jian-Hong Lin; Emiliano Marchese; Claudio J. Tessone; Tiziano Squartini
Publié dans: Elsevier, Chaos, Solitons & Fractals, 164, Numéro 1, 2022, ISSN 0960-0779
Éditeur: Pergamon Press Ltd.
DOI: 10.3929/ethz-b-000570292

Privacy protection of user profiles in online search via semantic randomization

Auteurs: Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez; Alexandre Viejo
Publié dans: Springer Link, Numéro 1, 2021, ISSN 0219-1377
Éditeur: 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

Auteurs: Alessio Rossi, Dino Pedreschi, David A. Clifton, Davide Morelli
Publié dans: Sensors, Numéro 20/24, 2020, Page(s) 7122, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20247122

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

Auteurs: Alberto Blanco-Justicia; Josep Domingo-Ferrer; Sergio Martínez; David Sánchez; Adrian Flanagan; Kuan Eeik Tan
Publié dans: Engineering Applications of Artificial Intelligence, Numéro 1, 2021, ISSN 1873-6769
Éditeur: Elsevier
DOI: 10.1016/j.engappai.2021.104468

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

Auteurs: Flavio Bertini; Rajesh Sharma; Danilo Montesi
Publié dans: Special Numéro Visualisation and Cybersecurity. Journal of Imaging 2022, 8(5), 132, 2022, ISSN 2313-433X
Éditeur: Journal of Imaging MDPI
DOI: 10.3390/jimaging8050132

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

Auteurs: Tiziano Fagni; Stefano Cresci
Publié dans: Journal of Artificial Intelligence Research, Numéro Volume 73, 2022, ISSN 1076-9757
Éditeur: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13112

Trajectory test-train overlap in next-location prediction datasets

Auteurs: Massimiliano Luca; Luca Pappalardo; Bruno Lepri; Gianni Barlacchi
Publié dans: Machine learning - Springer, Numéro Volume 112, pages 4597–4634, (2023), 2023, ISSN 0885-6125
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10994-023-06386-x

A model for the Twitter sentiment curve.

Auteurs: Giacomo Aletti; Irene Crimaldi; Fabio Saracco
Publié dans: PLoS ONE, Vol 16, Iss 4, p e0249634 (2021), Numéro 1, 2021, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0249634

Provable randomized rounding for minimum-similarity diversification

Auteurs: Bruno Ordozgoiti; Ananth Mahadevan; Antonis Matakos; Aristides Gionis
Publié dans: Springer, Numéro 1, 2022, ISSN 1573-756X
Éditeur: 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

Auteurs: Lorenzo Lucchini; Simone Centellegher; Luca Pappalardo; Riccardo Gallotti; Filippo Privitera; Bruno Lepri; Marco De Nadai
Publié dans: Scientific reports (Nature Publishing Group) 11 (2021). doi:10.1038/s41598-021-04139-1, Numéro 73, 2021, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-021-04139-1

Secure monitoring in IoT-based services via fog orchestration

Auteurs: Alexandre Viejo, David Sánchez
Publié dans: Future Generation Computer Systems, Numéro 107, 2020, Page(s) 443-457, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/j.future.2020.02.025

An Enterprise Social Analytics Dashboard to Support Competence Valorization and Diversity Management

Auteurs: Giorgia Di Tommaso; Stefano Faralli; Mauro Gatti; Michela Iannotta; Giovanni Stilo; Paola Velardi
Publié dans: Applied Science 2021, 11(18), 8385, Numéro Numéro 18, 2021, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app11188385

Bitcoin Transaction Networks: an overview of recent results

Auteurs: Nicoló Vallarano; Claudio J. Tessone; Claudio J. Tessone; Tiziano Squartini
Publié dans: Frontiers in Physics, 2020, ISSN 2296-424X
Éditeur: Frontiers
DOI: 10.48550/arxiv.2005.00114

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

Auteurs: I. Anagnostou, T. Squartini, D. Kandhai, D. Garlaschelli
Publié dans: Quantitative Finance, 2021, Page(s) 1-18, ISSN 1469-7688
Éditeur: Institute of Physics Publishing
DOI: 10.1080/14697688.2021.1890807

Influence spreading model in analysing ego-centric social networks

Auteurs: Vesa Kuikka; Daniel Monsivais; Kimmo Kaski; Kimmo Kaski
Publié dans: Physica A: Statistical Mechanics and its Applications, Numéro 1, 2022, Page(s) volume 588, ISSN 1873-2119
Éditeur: Elsevier
DOI: 10.1016/j.physa.2021.126524

Towards better social crisis data with HERMES: Hybrid sensing for EmeRgency ManagEment System

Auteurs: Marco Avvenuti, Salvatore Bellomo, Stefano Cresci, Leonardo Nizzoli, Maurizio Tesconi
Publié dans: Pervasive and Mobile Computing, Numéro 67, 2020, Page(s) 101225, ISSN 1574-1192
Éditeur: 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.

Auteurs: Giovanna Calogiuri; Giovanna Calogiuri; Alessio Rossi; Laura Terragni
Publié dans: Frontiers in Public Health, Numéro Volume 9 - 2021, 2021, ISSN 2296-2565
Éditeur: 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

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

On some fundamental challenges in monitoring epidemics

Auteurs: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Publié dans: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, Numéro 1, 2021, ISSN 2054-5703
Éditeur: The Royal Society Publishing
DOI: 10.1098/rsta.2021.0117

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

Auteurs: Giannotti, F.; Pedreschi, D.
Publié dans: MDPI, 2021, ISSN 2071-1050
Éditeur: MDPI Open Access Publishing

Cross-Lingual Sentiment Quantification

Auteurs: Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Erik Cambria
Publié dans: IEEE Intelligent Systems, Numéro 35/3, 2020, Page(s) 106-114, ISSN 1541-1672
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2020.2979203

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

Auteurs: Virginia Morini; Laura Pollacci; Giulio Rossetti
Publié dans: Journal of Applied Science, Numéro Volume 11, Numéro 12, 2021, ISSN 2078-2489
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/app11125390

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

Auteurs: Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
Publié dans: Artificial Intelligence, Numéro 294, 2021, Page(s) 103457, ISSN 0004-3702
Éditeur: Elsevier BV
DOI: 10.1016/j.artint.2021.103457

Cycle analysis of Directed Acyclic Graphs

Auteurs: Tim Evans; Paul Expert; Vaiva Vasiliauskaite
Publié dans: Science Direct, Numéro 1, 2021, ISSN 2352-8540
Éditeur: Elsevier
DOI: 10.1016/j.physa.2022.127097

Internal migration and mobile communication patterns among pairs with strong ties

Auteurs: Mikaela Irene D. Fudolig, Daniel Monsivais, Kunal Bhattacharya, Hang-Hyun Jo, Kimmo Kaski
Publié dans: EPJ Data Science, Numéro 10/1, 2021, ISSN 2193-1127
Éditeur: Springer
DOI: 10.1140/epjds/s13688-021-00272-z

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

Auteurs: Tuomas Takko; Kunal Bhattacharya; Kimmo Kaski
Publié dans: Front. Phys., 07 June 2023, 2023, ISSN 2296-424X
Éditeur: Frontiers in Physics
DOI: 10.3389/fphy.2023.1138323

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

Auteurs: Andrea Esuli, Alessio Molinari, Fabrizio Sebastiani
Publié dans: ACM Transactions on Information Systems, Numéro 39/2, 2021, Page(s) 1-34, ISSN 1046-8188
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3433164

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

Auteurs: Pavlos Paraskevopoulos, Chiara Boldrini, Andrea Passarella, Marco Conti
Publié dans: Applied Network Science, Numéro 6/1, 2021, ISSN 2364-8228
Éditeur: Springer
DOI: 10.1007/s41109-021-00369-4

Strong ensemble nonequivalence in systems with local constraints

Auteurs: Diego Garlaschelli; Qi Zhang
Publié dans: New Journal of Physics, Volume 24, April 2022, 2022, ISSN 1367-2630
Éditeur: Institute of Physics Publishing
DOI: 10.1088/1367-2630/ac5e89

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

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

On the performance of learned data structures

Auteurs: Paolo Ferragina, Fabrizio Lillo, Giorgio Vinciguerra
Publié dans: Theoretical Computer Science, Numéro 871, 2021, Page(s) 107-120, ISSN 0304-3975
Éditeur: Elsevier BV
DOI: 10.1016/j.tcs.2021.04.015

Temporal mixture ensemble models for probabilistic forecasting of intraday cryptocurrency volume

Auteurs: Nino Antulov-Fantulin; Tian Guo; Fabrizio Lillo
Publié dans: Decisions in Economics and Finance, 44 (2), Numéro 1, 2021, ISSN 1129-6569
Éditeur: Springer
DOI: 10.1007/s10203-021-00344-9

Ecology in the digital world of Wikipedia

Auteurs: Ogushi, Fumiko; Kert��sz, J��nos; Kaski, Kimmo; Shimada, Takashi
Publié dans: Scientific Reports, Numéro 1, 2021, ISSN 2045-2322
Éditeur: 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

Auteurs: Alessio Rossi, Eleonora Da Pozzo, Dario Menicagli, Chiara Tremolanti, Corrado Priami, Alina Sîrbu, David A. Clifton, Claudia Martini, Davide Morelli
Publié dans: Data, Numéro 5/4, 2020, Page(s) 91, ISSN 2306-5729
Éditeur: MDPI
DOI: 10.3390/data5040091

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

Auteurs: Salvatore Citraro; Salvatore Citraro; Giulio Rossetti
Publié dans: Social Network Analysis and Mining 11 (2021). doi:10.1007/s13278-021-00823-2, Numéro 1, 2021, ISSN 1869-5469
Éditeur: Springer
DOI: 10.1007/s13278-021-00823-2

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

Auteurs: Nino Antulov-Fantulin; Lucas Böttcher
Publié dans: BMC Infectious Diseases, 22 (1), Numéro 1, 2022, ISSN 1471-2334
Éditeur: BioMed Central
DOI: 10.3929/ethz-b-000540626

Debiaser for Multiple Variables to enhance fairness in classification tasks

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

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

Auteurs: Metod Jazbec; Barna Pasztor; Felix Faltings; Nino Antulov-Fantulin; Nino Antulov-Fantulin; Petter N. Kolm
Publié dans: Royal Society Open Science, Numéro 1, 2021, ISSN 1757-7128
Éditeur: Royal Society Publishing
DOI: 10.48550/arxiv.2010.12002

Towards a generalization of information theory for hierarchical partitions

Auteurs: Juan Ignacio Perotti; Juan Ignacio Perotti; Nahuel Almeira; Nahuel Almeira; Fabio Saracco
Publié dans: instname:Consejo Nacional de Investigaciones Científicas y Técnicas, Numéro 1, 2020, ISSN 2470-0053
Éditeur: Physical Review E
DOI: 10.48550/arxiv.2003.02911

Detecting shadow lobbying

Auteurs: Ivan Slobozhan; Peter Ormosi; Rajesh Sharma
Publié dans: Crossref, Numéro 1, 2022, ISSN 1869-5469
Éditeur: 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

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

Modeling Adversarial Behavior Against Mobility Data Privacy

Auteurs: Roberto Pellungrini; Luca Pappalardo; Filippo Simini; Anna Monreale
Publié dans: IEEE Transactions on Intelligent Transportation Systems ( Volume: 23, Numéro: 2, February 2022), Numéro 1, 2022, Page(s) 1-14, ISSN 1803-7232
Éditeur: IEEE
DOI: 10.1109/tits.2020.3021911

Blood sample profile helps to injury forecasting in elite soccer players

Auteurs: Alessio Rossi; Luca Pappalardo; Cristoforo Filetti; Paolo Cintia
Publié dans: 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:, Numéro 1, 2022, ISSN 1825-1234
Éditeur: Springer
DOI: 10.1007/s11332-022-00932-1

Understanding peacefulness through the world news

Auteurs: Voukelatou V.; Miliou I.; Giannotti F.; Pappalardo L.
Publié dans: ISTI Research Report, SoBigData++, 2021, Numéro 1, 2022, ISSN 2193-1127
Éditeur: Springer
DOI: 10.1140/epjds/s13688-022-00315-z

Predicting seasonal influenza using supermarket retail records

Auteurs: Ioanna Miliou, Xinyue Xiong, Salvatore Rinzivillo, Qian Zhang, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Alessandro Vespignani
Publié dans: PLOS Computational Biology, Numéro 17/7, 2021, Page(s) e1009087, ISSN 1553-7358
Éditeur: 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

Auteurs: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Publié dans: Philosophical Transactions of the Royal Society, Volume 380, Numéro 2214, Numéro 74, 2021, ISSN 1471-2962
Éditeur: Royal Publishing
DOI: 10.6084/m9.figshare.16852095

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

Auteurs: Andrea Failla; Salvatore Citraro; Giulio Rossetti
Publié dans: Applied network science 8 (2023). doi:10.1007/s41109-023-00555-6, Numéro 3, 2023, ISSN 2364-8228
Éditeur: 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

Auteurs: Raquel Pérez-Arnal; David V. Conesa; Sergio Alvarez-Napagao; Toyotaro Suzumura; Martí Català; Enrique Alvarez-Lacalle; Dario Garcia-Gasulla
Publié dans: International Journal of Geo Information, Numéro 1, 2021, ISSN 2220-9964
Éditeur: International Journal of Geo Information
DOI: 10.3390/ijgi10020073

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

Auteurs: Giulio Rossetti, Letizia Milli, Salvatore Citraro, Virginia Morini
Publié dans: Journal of Intelligent Information Systems, 2021, ISSN 0925-9902
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s10844-021-00649-6

Data science: a game changer for science and innovation

Auteurs: Valerio Grossi, Fosca Giannotti, Dino Pedreschi, Paolo Manghi, Pasquale Pagano, Massimiliano Assante
Publié dans: International Journal of Data Science and Analytics, Numéro 11/4, 2021, Page(s) 263-278, ISSN 2364-415X
Éditeur: Springer
DOI: 10.1007/s41060-020-00240-2

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

Auteurs: Rossetti G.; Citraro S.; Milli L.
Publié dans: IEEE Intelligent Systems ( Volume: 36, Numéro: 1, 01 Jan.-Feb. 2021), Numéro 1, 2021, ISSN 1803-7232
Éditeur: IEEE

Directed Percolation in Random Temporal Network Models with Heterogeneities

Auteurs: Badie-Modiri, Arash; Rizi, Abbas K.; Karsai, Márton; Kivelä, Mikko
Publié dans: PHYSICAL REVIEW E, Numéro Vol. 105, Iss. 5, 2022, ISSN 2470-0053
Éditeur: American Physical Society
DOI: 10.1103/physreve.105.054313

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

Auteurs: Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Publié dans: EPJ Data Science, Numéro 10/1, 2021, ISSN 2193-1127
Éditeur: EPJ Data Science
DOI: 10.1140/epjds/s13688-021-00284-9

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

Auteurs: Oliver E. Williams; Piero Mazzarisi; Fabrizio Lillo; Vito Latora
Publié dans: PHYSICAL REVIEW E, 2022, ISSN 2470-0045
Éditeur: PHYSICAL REVIEW E
DOI: 10.1103/physreve.105.034301

Visual media analysis for Instagram and other online platforms

Auteurs: Richard Rogers
Publié dans: Big Data & Society, 8(1). SAGE Publications Ltd, Numéro 1, 2021, ISSN 2158-2440
Éditeur: SAGE Publications Inc.
DOI: 10.1177/20539517211022370

Analysing Twitter semantic networks: the case of 2018 Italian elections

Auteurs: Tommaso Radicioni; Fabio Saracco; Elena Pavan; Tiziano Squartini
Publié dans: Scientific Reports, Vol 11, Iss 1, Pp 1-22 (2021), Numéro 65, 2021, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.48550/arxiv.2009.02960

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

Auteurs: Leonardo Niccolò Ialongo; Camille de Valk; Emiliano Marchese; Fabian Jansen; Hicham Zmarrou; Tiziano Squartini; Diego Garlaschelli
Publié dans: Nature, Numéro 1, 2022, ISSN 2045-2322
Éditeur: 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

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

Maximizing diversity over clustered data

Auteurs: Zhang, Guangyi; Gionis, Aristides
Publié dans: Proceedings of the 2020 SIAM International Conference on Data Mining (SDM), Numéro 1, 2020, ISSN 1095-7111
Éditeur: SIAM
DOI: 10.48550/arxiv.2001.03050

Human-agent coordination in a group formation game

Auteurs: Tuomas Takko, Kunal Bhattacharya, Daniel Monsivais, Kimmo Kaski
Publié dans: Scientific Reports, Numéro 11/1, 2021, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-021-90123-8

Identifying and exploiting homogeneous communities in labeled networks

Auteurs: Salvatore Citraro, Giulio Rossetti
Publié dans: Applied Network Science, Numéro 5/1, 2020, ISSN 2364-8228
Éditeur: Springer Open
DOI: 10.1007/s41109-020-00302-1

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

Auteurs: Lucas Böttcher; Lucas Böttcher; Nino Antulov-Fantulin
Publié dans: PHYSICAL REVIEW RESEARCH, Numéro 1, 2020, ISSN 2643-1564
Éditeur: APS
DOI: 10.1103/physrevresearch.2.033121

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

Auteurs: Salvatore Citraro; Michael S. Vitevitch; Massimo Stella; Giulio Rossetti
Publié dans: Scientific Reports - Nature, Numéro Scientific Reports volume 13, Article number: 1474, 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-022-27029-6

Utility-Preserving Privacy Protection of Textual Documents via Word Embeddings

Auteurs: Fadi Hassan, David Sanchez, Josep Domingo-Ferrer
Publié dans: IEEE Transactions on Knowledge and Data Engineering, 2021, Page(s) 1-1, ISSN 1041-4347
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2021.3076632

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

Auteurs: Di Martino, Flavio; Delmastro, Franca
Publié dans: Springer Link, Numéro 1, 2022, ISSN 2193-1801
Éditeur: Springer Science and Business Media Deutschland GmbH
DOI: 10.48550/arxiv.2209.06528

Evaluating community detection algorithms for progressively evolving graphs

Auteurs: Remy Cazabet, Souâad Boudebza, Giulio Rossetti
Publié dans: Journal of Complex Networks, Numéro 8/6, 2020, ISSN 2051-1310
Éditeur: 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

Auteurs: David Solans Noguero; Diana Ramírez-Cifuentes; Esteban Andrés Ríssola; Ana Freire
Publié dans: Journal of Medical Internet Research, Numéro 5, 2023, ISSN 1438-8871
Éditeur: Journal of medical Internet Research
DOI: 10.2196/45184

Future directions in human mobility science

Auteurs: Luca Pappalardo; Ed Manley; Vedran Sekara; Laura Alessandretti
Publié dans: info:cnr-pdr/source/autori:Pappalardo L.; Manley E.; Sekara V.; Alessandretti L./titolo:Future directions in human mobility science/doi:10.1038%2Fs43588-023-00469-4/rivista:Nature computational science/anno:2023/pagina_da:588/pagina_a:600/intervallo_pagine:588–600/volume:3, 2023, ISSN 2662-8457
Éditeur: Nature computational data
DOI: 10.1038/s43588-023-00469-4

Morningness–eveningness assessment from mobile phone communication analysis

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

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

Auteurs: Giulio Rossetti, Salvatore Citraro, Letizia Milli
Publié dans: IEEE Intelligent Systems, Numéro 36/1, 2021, Page(s) 25-34, ISSN 1541-1672
Éditeur: 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

Auteurs: Athos Trecroci; Damiano Formenti; Jason Moran; Dino Pedreschi; Luca Cavaggioni; Alessio Rossi
Publié dans: Frontiers in Physiology, Numéro Volume 14 - 2023, 2023, ISSN 1664-042X
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fphys.2023.1166761

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

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

a case for machine learning-induced epistemic injustice in healthcare

Auteurs: Giorgia Pozzi
Publié dans: Volume 25, article number 3, (2023), Ethics and Information Technology, Numéro 1, 2023, ISSN 1388-1957
Éditeur: 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

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

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

Auteurs: Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
Publié dans: Physical Review Research, Numéro 1, 2022, ISSN 2643-1564
Éditeur: Physical Review Research
DOI: 10.1103/physrevresearch.4.033105

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

Auteurs: Alejandro Moreo; Fabrizio Sebastiani
Publié dans: Research report, SoBigData++ and AI4Media, 2020, Numéro 1, 2021
Éditeur: ArXiv.org
DOI: 10.5281/zenodo.4468277

Low-dimensional statistical manifold embedding of directed graphs

Auteurs: Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin
Publié dans: 2020
Éditeur: ArXiv.org

Heterogeneous document embeddings for cross-lingual text classification

Auteurs: Alejandro Moreo, Andrea Pedrotti, Fabrizio Sebastiani
Publié dans: Proceedings of the 36th Annual ACM Symposium on Applied Computing, 2021, Page(s) 685-688, ISBN 9781450381048
Éditeur: ACM
DOI: 10.1145/3412841.3442093

Ecology in the digital world of Wikipedia

Auteurs: Fumiko Ogushi, Janos Kertesz, Kimmo Kaski, Takashi Shimada
Publié dans: 2021
Éditeur: ArXiv.org

Focus! Rating XAI Methods and Finding Biases

Auteurs: Anna Arias-Duart; Ferran Pares; Dario Garcia-Gasulla; Victor Gimenez-Abalos
Publié dans: ArXiv, Numéro 1, 2021
Éditeur: ArXiv
DOI: 10.48550/arxiv.2109.15035

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

Auteurs: Maria Sofia Bucarelli; Lucas Cassano; Federico Siciliano; Amin Mantrach; Fabrizio Silvestri
Publié dans: 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
Éditeur: CVPR conference
DOI: 10.1109/cvpr52729.2023.00335

Finding large balanced subgraphs in signed networks

Auteurs: Bruno Ordozgoiti, Antonis Matakos, Aristides Gionis
Publié dans: Proceedings of The Web Conference 2020, 2020, Page(s) 1378-1388, ISBN 9781450370233
Éditeur: ACM
DOI: 10.1145/3366423.3380212

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

Auteurs: Vaiva Vasiliauskaite; Fabrizio Lillo; Nino Antulov-Fantulin
Publié dans: Chaos: An Interdisciplinary Journal of Nonlinear Science, Numéro 1, 2022
Éditeur: AIP Publishing
DOI: 10.48550/arxiv.2111.09057

Opinion Dynamic Modeling of Fake News Perception.

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

SismaDL an ontology to represent post-disaster regulation

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

Testing properties of signed graphs

Auteurs: Adriaens, Florian; Apers, Simon
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

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

Auteurs: Lucchini L.; Centellegher S.; Pappalardo L.; Gallotti R.; Privitera F.; Lepri B.; De Nadai M.
Publié dans: Numéro 1, 2021
Éditeur: ArXiv
DOI: 10.48550/arxiv.2107.12235

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

Auteurs: Becchetti, Luca; Clementi, Andrea; Denni, Riccardo; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

Fair Detection of Poisoning Attacks in Federated Learning

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

Healthy Twitter discussions? Time will tell

Auteurs: Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Publié dans: Universitat Politècnica de Catalunya (UPC), Numéro 1, 2022
Éditeur: ArXiv
DOI: 10.48550/arxiv.2203.11261

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

Auteurs: Patuelli, Alessia; Caldarelli, Guido; Lattanzi, Nicola; Saracco, Fabio
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

An individual-level ground truth dataset for home location detection

Auteurs: Pappalardo, Luca; Ferres, Leo; Sacasa, Manuel; Cattuto, Ciro; Bravo, Loreto
Publié dans: ArXiv, 2020
Éditeur: ArXiv
DOI: 10.48550/arxiv.2010.08814

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

Auteurs: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Martínez, Sergio; Sánchez, David; Flanagan, Adrian; Tan, Kuan Eeik
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

Characterising different communities of Twitter users: Migrants and natives

Auteurs: Kim, Jisu; Sîrbu, Alina; Giannotti, Fosca; Rossetti, Giulio
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

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

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

Morningness-eveningness assessment from mobile phone communication analysis

Auteurs: Chandreyee Roy, Daniel Monsivais, Kunal Bhattacharya, Robin I.M. Dunbar, Kimmo Kaski
Publié dans: 2021
Éditeur: BioRxiv

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

Auteurs: Luca M.; Barlacchi G.; Lepri B.; Pappalardo L.
Publié dans: Research report, SoBigData++, 2020, Numéro 1, 2020
Éditeur: ArXiv.org

Social-based City Reconstruction Planning in case of natural disasters: a Reinforcement Learning Approach

Auteurs: Ghulam Mudassir; Antinisca Di Marco
Publié dans: COMPSAC, Numéro 1, 2021, ISBN 978-80-7043-930-2
Éditeur: IEEE
DOI: 10.1109/compsac51774.2021.00074

Evaluating community detection algorithms for progressively evolving graphs

Auteurs: Cazabet R.; Boudebza S.; Rossetti G.
Publié dans: ISTI Technical Reports 2020/013, 2020, Numéro 1, 2020
Éditeur: ArXiv
DOI: 10.48550/arxiv.2007.08635

Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations

Auteurs: Marette, Thibault; Miettinen, Pauli; Neumann, Stefan
Publié dans: ArXiv, 2023
Éditeur: ArXiv
DOI: 10.48550/arxiv.2307.07396

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

Auteurs: Barjašić, Irena; Antulov-Fantulin, Nino
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org
DOI: 10.3929/ethz-b-000489248

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

Auteurs: Giordano d’Aloisio
Publié dans: International Conference on Software Engineering - Companion, ICSE, Companion, 2022, ISSN 1803-7232
Éditeur: IEEE Xplore
DOI: 10.1145/3510454.3517067

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

Auteurs: Trasarti R.; Grossi V.; Natilli M.; Rapisarda B.
Publié dans: SEBD 2022 - The 30th Italian Symposium on Advanced Database Systems,, Numéro 1, 2022, Page(s) 117-124
Éditeur: SEBD 2022

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

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

Reconciling econometrics with continuous maximum-entropy network models

Auteurs: Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
Publié dans: ArXiv, 2022
Éditeur: ArXiv
DOI: 10.1016/j.chaos.2022.112958

Explainable Classification of Brain Networks via Contrast Subgraphs

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

a software engineering approach

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

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

Auteurs: Pappalardo, Luca; Rossi, Alessio; Pontillo, Giuseppe; Natilli, Michela; Cintia, Paolo
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

Demystifying Misconceptions in Social Bots Research

Auteurs: Cresci, Stefano; Di Pietro, Roberto; Spognardi, Angelo; Tesconi, Maurizio; Petrocchi, Marinella
Publié dans: ArXiv, Numéro 1, 2023
Éditeur: ArXiv
DOI: 10.48550/arxiv.2303.17251

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

Auteurs: Böhm M.; Nanni M.; Pappalardo L.
Publié dans: NeurIPS 2020 Workshop - Tackling Climate Change with Machine Learning, Online conference, 11/12/2020, Numéro 1, 2020
Éditeur: NeurIPS 2020

Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning.

Auteurs: Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport
Publié dans: 2020
Éditeur: ECML/PKDD

Sockpuppet detection: a Telegram case study

Auteurs: Pisciotta, Gabriele; Somenzi, Miriana; Barisani, Elisa; Rossetti, Giulio
Publié dans: 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:, Numéro 1, 2021
Éditeur: ArXiv
DOI: 10.48550/arxiv.2105.10799

Recent results and open problems in spectral algorithms for signed graphs

Auteurs: Ordozgoiti Rubio, Bruno
Publié dans: Proceedings of the 3rd BYMAT Conference, Numéro 1, 2021
Éditeur: BYMAT Conference

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

Auteurs: Nino Antulov-Fantulin, Tian Guo, Fabrizio Lillo
Publié dans: 2020
Éditeur: ArXiv.org

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

Auteurs: Simini F.; Barlacchi G.; Luca M.; Pappalardo L.
Publié dans: Research report, SoBigData++, 2020, Numéro 1, 2020
Éditeur: ArXiv
DOI: 10.48550/arxiv.2012.00489

Searching for polarization in signed graphs: a local spectral approach

Auteurs: Han Xiao, Bruno Ordozgoiti, Aristides Gionis
Publié dans: Proceedings of The Web Conference 2020, 2020, Page(s) 362-372, ISBN 9781450370233
Éditeur: ACM
DOI: 10.1145/3366423.3380121

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

Auteurs: Farrell, Tracie; Bakir, Mehmet; Bontcheva, Kalina
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

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

Auteurs: Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
Publié dans: 2021
Éditeur: ArXiv.org

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

Auteurs: Bertini, Flavio; Sharma, Rajesh; Montesi, Danilo
Publié dans: Numéro 1, 2020
Éditeur: ArXiv.org

Analysis of bank leverage via dynamical systems and deep neural networks

Auteurs: Fabrizio Lillo, Giulia Livieri, Stefano Marmi, Anton Solomko, Sandro Vaienti
Publié dans: 2021
Éditeur: ArXiv.org

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

Auteurs: Antonio F. Peralta, Matteo Neri, János Kertész, Gerardo Iñiguez
Publié dans: 2021
Éditeur: ArXiv.org

Some Challenges in Monitoring Epidemics

Auteurs: Vaiva Vasiliauskaite, Nino Antulov-Fantulin, Dirk Helbing
Publié dans: 2021
Éditeur: ArXiv.org

Capturing Political Polarization of Reddit Submissions in the Trump Era

Auteurs: Morini V.; Pollacci L.; Rossetti G.
Publié dans: 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, Numéro 1, 2020
Éditeur: SEBD 2020

Diversity-Aware k-median

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

Benchmarking and Survey of Explanation Methods for Black Box Models

Auteurs: Bodria, Francesco; Giannotti, Fosca; Guidotti, Riccardo; Naretto, Francesca; Pedreschi, Dino; Rinzivillo, Salvatore
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

Private Sources of Mobility Data Under COVID-19

Auteurs: Raquel Pérez Arnal, David Conesa, Sergio Alvarez-Napagao, Toyotaro Suzumura, Martí Català, Enric Alvarez, Dario Garcia-Gasulla
Publié dans: 2020
Éditeur: ArXiv.org

Expansion and Flooding in Dynamic Random Networks with Node Churn

Auteurs: Becchetti, Luca; Clementi, Andrea; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Publié dans: Numéro 1, 2020
Éditeur: ArXiv.org

Multi-Dimensional Randomized Response

Auteurs: Josep Domingo-Ferrer; Jordi Soria-Comas
Publié dans: International Conference on Data Engineering, 2022
Éditeur: IEEE Xplore
DOI: 10.1109/icde53745.2022.00135

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

Auteurs: Cristofol Dauden-Esmel; Jordi Castellà-Roca; Alexandre Viejo; Josep Domingo-Ferrer
Publié dans: CSP, Numéro 61, 2021, ISBN 978-1-7281-8622-1
Éditeur: IEEE Xplore
DOI: 10.1109/csp51677.2021.9357602

Definition of an enriched GIS network for evacuation planning

Auteurs: Evans Etrue Howard, Lorenza Pasquini, Antinisca Di Marco, d Eliseo Clementini
Publié dans: 2021
Éditeur: Scitepress

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

Auteurs: Irena Barjašić, Nino Antulov-Fantulin
Publié dans: 2020
Éditeur: ArXiv.org

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

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

Boilerplate Removal using a Neural Sequence Labeling Model

Auteurs: Jurek Leonhardt, Avishek Anand, Megha Khosla
Publié dans: Companion Proceedings of the Web Conference 2020, 2020, Page(s) 226-229, ISBN 9781450370240
Éditeur: ACM
DOI: 10.1145/3366424.3383547

Modelling Human Mobility considering Spatial,Temporal and Social Dimensions

Auteurs: Cornacchia, Giuliano; Rossetti, Giulio; Pappalardo, Luca
Publié dans: Numéro 1, 2020
Éditeur: ArXiv.org

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

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

How accurate are neural approximations of complex network dynamics?

Auteurs: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino
Publié dans: arXiv, 2023
Éditeur: ArXiv
DOI: 10.3929/ethz-b-000639455

SismaDL an ontology to represent post-disaster regulation

Auteurs: Caroccia, F.; D’agostino, D.; Giordano d'Aloisio; Di Marco, A.; Stilo, G.
Publié dans: Scopus - Elsevier, Numéro 75, 2021
Éditeur: CEUR-WS.org

Tweet Sentiment Quantification: An Experimental Re-Evaluation

Auteurs: Moreo, Alejandro; Sebastiani, Fabrizio
Publié dans: Research report, SoBigData++ and AI4Media, 2020, Numéro 1, 2021
Éditeur: ArXiv.org

An individual-level ground truth dataset for home location detection

Auteurs: Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Publié dans: 2020
Éditeur: ArXiv.org

Change of direction asymmetry across different age categories in youth soccer

Auteurs: Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Publié dans: PeerJ. 2020;, 2020
Éditeur: PubMed

Explain and Predict, and then Predict Again

Auteurs: Zijian Zhang, Koustav Rudra, Avishek Anand
Publié dans: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 2021, Page(s) 418-426, ISBN 9781450382977
Éditeur: ACM
DOI: 10.1145/3437963.3441758

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

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

Optimising cost vs accuracy of decentralised analytics in fog computing environments

Auteurs: Lorenzo Valerio, Andrea Passarella, Marco Conti
Publié dans: 2020
Éditeur: ArXiv.org

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

Auteurs: Mattia G. Campana; Franca Delmastro
Publié dans: Axviv, Numéro 1, 2022
Éditeur: ArXiv
DOI: 10.48550/arxiv.2205.08790

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

Auteurs: 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,
Publié dans: Numéro 1, 2021
Éditeur: ArXiv.org

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

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

Pattern detection in large temporal graphs using algebraic fingerprints

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

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

Auteurs: Kilian Ollivier, Chiara Boldrini, Andrea Passarella, Marco Conti
Publié dans: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Numéro 12467, 2020, Page(s) 267-282, ISBN 978-3-030-60974-0
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-60975-7_20

Learned Data Structures

Auteurs: Paolo Ferragina, Giorgio Vinciguerra
Publié dans: Recent Trends in Learning From Data - Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019), Numéro 896, 2020, Page(s) 5-41, ISBN 978-3-030-43882-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-43883-8_2

Discovering Dense Correlated Subgraphs in Dynamic Networks

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

Mining Dense Subgraphs with Similar Edges

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

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

Auteurs: Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
Publié dans: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Numéro 12256, 2020, Page(s) 154-165, ISBN 978-3-030-57523-6
Éditeur: 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

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

Maximizing diversity over clustered data

Auteurs: Guangyi Zhang, Aristides Gionis
Publié dans: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Page(s) 649-657, ISBN 978-1-61197-623-6
Éditeur: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976236.73

Explaining Misclassification and Attacks in Deep Learning via Random Forests

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

Improved mixing time for k -subgraph sampling

Auteurs: Ryuta Matsuno, Aristides Gionis
Publié dans: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Page(s) 568-576, ISBN 978-1-61197-623-6
Éditeur: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611976236.64

Characterizing Social Bots Spreading Financial Disinformation

Auteurs: Serena Tardelli, Marco Avvenuti, Maurizio Tesconi, Stefano Cresci
Publié dans: 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, Numéro 12194, 2020, Page(s) 376-392, ISBN 978-3-030-49569-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-49570-1_26

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

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

Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars

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

Focus and bias: will it blend?

Auteurs: Anna Arias-Duart; Ferran Parés; Víctor Giménez-Ábalos; Dario Garcia-Gasulla
Publié dans: Crossref, Numéro 1, 2022, Page(s) 325-334
Éditeur: IOS Press
DOI: 10.3233/faia220355

Dynamics of Scientific Collaboration Networks Due to Academic Migrations

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

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

Auteurs: Pianese T.; Rossetti G.; Morini V.
Publié dans: 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
Éditeur: Mc Graw-Hill

Healthy Twitter discussions? Time will tell

Auteurs: Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Publié dans: Numéro 76, 2022
Éditeur: arxiv.org

A dataset to assess mobility changes in Chile following local quarantines

Auteurs: Pappalardo L.; Cornacchia G.; Navarro V.; Bravo L.; Ferres L.
Publié dans: Research report, SoBigData++, 2020, Numéro 59, 2020
Éditeur: arxiv
DOI: 10.48550/arxiv.2011.12162

Secure and Privacy-Preserving Federated Learning via Co-Utility

Auteurs: Josep Domingo-Ferrer; Alberto Blanco-Justicia; Jesús A. Manjón; David Sánchez
Publié dans: IEEE Internet of Things Journal, Numéro 1, 2021, ISSN 2327-4662
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2021.3102155

Recherche de données OpenAIRE...

Livrables

Publications

Partager cette page

Télécharger