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

Rezultaty

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.

Publikacje

A Survey on Deep Learning for Human Mobility

Autorzy: LucaMassimiliano; BarlacchiGianni; LepriBruno; PappalardoLuca
Opublikowane w: ACM Computing SurveysVol. 55, No. 1, Numer 1, 2023, ISSN 0360-0300
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.48550/arxiv.2012.02825

Evaluating local explanation methods on ground truth

Autorzy: Riccardo Guidotti
Opublikowane w: Artificial Intelligence, Numer 291, 2021, Strona(/y) 103428, ISSN 0004-3702
Wydawca: Elsevier BV
DOI: 10.1016/j.artint.2020.103428

An ethico-legal framework for social data science

Autorzy: Nikolaus Forgó, Stefanie Hänold, Jeroen van den Hoven, Tina Krügel, Iryna Lishchuk, René Mahieu, Anna Monreale, Dino Pedreschi, Francesca Pratesi, David van Putten
Opublikowane w: International Journal of Data Science and Analytics, Numer 11/4, 2021, Strona(/y) 377-390, ISSN 2364-415X
Wydawca: Springer
DOI: 10.1007/s41060-020-00211-7

Multi-Dimensional Randomized Response

Autorzy: Josep Domingo-Ferrer, Jordi Soria-Comas
Opublikowane w: IEEE Transactions on Knowledge and Data Engineering, 2020, Strona(/y) 1-1, ISSN 1041-4347
Wydawca: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2020.3045759

Addressing the socioeconomic divide in computational modeling for infectious diseases

Autorzy: Michele Tizzoni; Elaine O. Nsoesie; Laetitia Gauvin; Márton Karsai; Nicola Perra; Shweta Bansal
Opublikowane w: Nature Communications, Numer 13, Article number: 2897 (2022), 2022, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-022-30688-8

Automatic Assessment of Privacy Policies under the GDPR

Autorzy: David Sánchez, Alexandre Viejo, Montserrat Batet
Opublikowane w: Applied Sciences, Numer 11/4, 2021, Strona(/y) 1762, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app11041762

A model for social spreading of Covid-19

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

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

Autorzy: Jesús Manjón; Josep Domingo-Ferrer; David Sánchez; Alberto Blanco-Justicia
Opublikowane w: Elsevier - Computer Communications, Numer Volume 207, 1 July 2023,, 2023, Strona(/y) Pages 1-18, ISSN 0140-3664
Wydawca: 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

Autorzy: Alessio Rossi; Luca Pappalardo; Paolo Cintia
Opublikowane w: MDPI Journals Sports, Numer 1, 2022, ISSN 2075-4663
Wydawca: MDPI
DOI: 10.3390/sports10010005

Human-agent coordination in a group formation game

Autorzy: Takko, Tuomas; Bhattacharya, Kunal; Monsivais, Daniel; Kaski, Kimmo
Opublikowane w: Springer Nature Scientific Reports, Numer Scientific Reports, Vol 11, Iss 1, Pp 1-10 (2021), 2021, ISSN 2662-9283
Wydawca: Springer Nature
DOI: 10.48550/arxiv.2105.09764

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

Autorzy: Federica Parisi; Tiziano Squartini; Diego Garlaschelli
Opublikowane w: Journal of Physics, Numer 1, 2020, ISSN 1742-5468
Wydawca: Institute of Physics
DOI: 10.48550/arxiv.1811.09829

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

Autorzy: Ashneet Khandpur Singh; Alberto Blanco-Justicia; Josep Domingo-Ferrer
Opublikowane w: Data Mining and Knowledge Discovery, Numer 1, 2023, ISSN 1384-5810
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10618-022-00912-6

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

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

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

Autorzy: Flavio Di Martino; Franca Delmastro; Cristina Dolciotti
Opublikowane w: Smart Health, Numer Volume 30, December 2023, 100429, 2023, ISSN 2352-6483
Wydawca: Elsevier Science Direct
DOI: 10.1016/j.smhl.2023.100429

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

Autorzy: Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia
Opublikowane w: Communications of the ACM, Numer 64/7, 2021, Strona(/y) 33-35, ISSN 0001-0782
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3433638

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

Autorzy: Mattia Giovanni Campana; Franca Delmastro
Opublikowane w: Expert systems with applications, Numer Volume 181, 1 November 2021, 115124, 2021, Strona(/y) https://arxiv.org/pdf/2306.15437.pdf, ISSN 0957-4174
Wydawca: 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

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

Finding Path Motifs in Large Temporal Graphs Using Algebraic Fingerprints

Autorzy: Suhas Thejaswi, Aristides Gionis, Juho Lauri
Opublikowane w: Big Data, Numer 8/5, 2020, Strona(/y) 335-362, ISSN 2167-6461
Wydawca: Mary Ann Liebert inc. Publishers
DOI: 10.1089/big.2020.0078

A decade of social bot detection

Autorzy: Stefano Cresci
Opublikowane w: Communications of the ACM, Numer 63/10, 2020, Strona(/y) 72-83, ISSN 0001-0782
Wydawca: 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

Autorzy: Jazbec, Metod; Pàsztor, Barna; Faltings, Felix; Antulov-Fantulin, Nino; Kolm, Petter N.
Opublikowane w: Royal Society Open Science, Volume 8, Numer 7, Numer 64, 2021, ISSN 2054-5703
Wydawca: 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

Autorzy: Luca Cavaggioni; Alessio Rossi; Massimiliano Tosin; Raffaele Scurati; Giovanni Michielon; Giampietro Alberti; Giampiero Merati; Damiano Formenti; Athos Trecroci
Opublikowane w: IJERPH, Numer Int. J. Environ. Res. Public Health 2022, 19(9), 5382, 2022, ISSN 1660-4601
Wydawca: MDPI
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ANGEL: efficient, and effective, node-centric community discovery in static and dynamic networks

Autorzy: Giulio Rossetti
Opublikowane w: Applied Network Science, Numer 5/1, 2020, ISSN 2364-8228
Wydawca: Springer
DOI: 10.1007/s41109-020-00270-6

Disarming visualization-based approaches in malware detection systems

Autorzy: Lara Saidia Fascí; Marco Fisichella; Gianluca Lax; Chenyi Qian
Opublikowane w: Science Direct, Elsevier, Computers & Security, Numer Volume 126, March 2023, 103062, 2023, ISSN 0167-4048
Wydawca: Pergamon Press Ltd.
DOI: 10.1016/j.cose.2022.103062

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

Autorzy: Hao Cui, János Kertész
Opublikowane w: EPJ Data Science, Numer 10/1, 2021, ISSN 2193-1127
Wydawca: Springer
DOI: 10.1140/epjds/s13688-021-00263-0

BioTAGME: A Comprehensive Platform for Biological Knowledge Network Analysis

Autorzy: Antonio Di Maria; Salvatore Alaimo; Lorenzo Bellomo; Fabrizio Billeci; Paolo Ferragina; Alfredo Ferro; Alfredo Pulvirenti
Opublikowane w: Network Bioscience Volume II, Numer 1, 2022, ISSN 2296-889X
Wydawca: Frontiers
DOI: 10.3389/fgene.2022.855739

Interaction Strength Analysis to Model Retweet Cascade Graphs

Autorzy: Paola Zola, Guglielmo Cola, Michele Mazza, Maurizio Tesconi
Opublikowane w: Applied Sciences, Numer 10/23, 2020, Strona(/y) 8394, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app10238394

The PGM-index

Autorzy: Paolo Ferragina, Giorgio Vinciguerra
Opublikowane w: Proceedings of the VLDB Endowment, Numer 13/8, 2020, Strona(/y) 1162-1175, ISSN 2150-8097
Wydawca: ACM
DOI: 10.14778/3389133.3389135

The role of geography in the complex diffusion of innovations.

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

Question routing via activity-weighted modularity-enhanced factorization

Autorzy: Vaibhav Krishna; Vaiva Vasiliauskaite; Nino Antulov-Fantulin
Opublikowane w: Social Network Analysis and Mining, 12, Numer 1, 2022, ISSN 1869-5469
Wydawca: Springer
DOI: 10.3929/ethz-b-000578768

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

Autorzy: Pietro Saggese; Alessandro Belmonte; Nicola Dimitri; Angelo Facchini; Rainer Böhme
Opublikowane w: Journal of Economic Behavior & Organization, Numer Volume 213, September 2023, 2023, Strona(/y) 251-270, ISSN 0167-2681
Wydawca: Elsevier BV
DOI: 10.1016/j.jebo.2023.07.025

A Deep Gravity model for mobility flows generation.

Autorzy: Filippo Simini; Gianni Barlacchi; Massimilano Luca; Luca Pappalardo
Opublikowane w: Nature communications 12 (2021). doi:10.1038/s41467-021-26752-4, Numer 1, 2021, ISSN 2041-1723
Wydawca: Nature Publishing Group
DOI: 10.1038/s41467-021-26752-4

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

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

Opinion Dynamic Modeling of News Perception

Autorzy: Letizia Milli
Opublikowane w: 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, Numer 1, 2021, ISSN 2364-8228
Wydawca: Springer
DOI: 10.1007/s41109-021-00412-4

Change of direction asymmetry across different age categories in youth soccer

Autorzy: Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Opublikowane w: PeerJ, Numer 8, 2020, Strona(/y) e9486, ISSN 2167-8359
Wydawca: PeerJ
DOI: 10.7717/peerj.9486

On Nonlinear Learned String Indexing

Autorzy: Paolo Ferragina; Marco Frasca; Giosuè Cataldo Marinò; Giorgio Vinciguerra
Opublikowane w: IEEE Access, Numer Volume 11, 2023, ISSN 2169-3536
Wydawca: 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

Autorzy: Giuliano Cornacchia; Luca Pappalardo
Opublikowane w: ISPRS International Journal of Geo-Information, Vol 10, Iss 599, p 599 (2021), Numer 1, 2021, ISSN 2220-9964
Wydawca: MDPI - ISPRS International Journal of Geo-Information
DOI: 10.3390/ijgi10090599

The Weighted Bitcoin Lightning Network

Autorzy: Jian-Hong Lin; Emiliano Marchese; Claudio J. Tessone; Tiziano Squartini
Opublikowane w: Elsevier, Chaos, Solitons & Fractals, 164, Numer 1, 2022, ISSN 0960-0779
Wydawca: Pergamon Press Ltd.
DOI: 10.3929/ethz-b-000570292

Privacy protection of user profiles in online search via semantic randomization

Autorzy: Mercedes Rodriguez-Garcia; Montserrat Batet; David Sánchez; Alexandre Viejo
Opublikowane w: Springer Link, Numer 1, 2021, ISSN 0219-1377
Wydawca: 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

Autorzy: Alessio Rossi, Dino Pedreschi, David A. Clifton, Davide Morelli
Opublikowane w: Sensors, Numer 20/24, 2020, Strona(/y) 7122, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20247122

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

Autorzy: Alberto Blanco-Justicia; Josep Domingo-Ferrer; Sergio Martínez; David Sánchez; Adrian Flanagan; Kuan Eeik Tan
Opublikowane w: Engineering Applications of Artificial Intelligence, Numer 1, 2021, ISSN 1873-6769
Wydawca: Elsevier
DOI: 10.1016/j.engappai.2021.104468

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

Autorzy: Flavio Bertini; Rajesh Sharma; Danilo Montesi
Opublikowane w: Special Numer Visualisation and Cybersecurity. Journal of Imaging 2022, 8(5), 132, 2022, ISSN 2313-433X
Wydawca: Journal of Imaging MDPI
DOI: 10.3390/jimaging8050132

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

Autorzy: Tiziano Fagni; Stefano Cresci
Opublikowane w: Journal of Artificial Intelligence Research, Numer Volume 73, 2022, ISSN 1076-9757
Wydawca: Morgan Kaufmann Publishers, Inc.
DOI: 10.1613/jair.1.13112

Trajectory test-train overlap in next-location prediction datasets

Autorzy: Massimiliano Luca; Luca Pappalardo; Bruno Lepri; Gianni Barlacchi
Opublikowane w: Machine learning - Springer, Numer Volume 112, pages 4597–4634, (2023), 2023, ISSN 0885-6125
Wydawca: Kluwer Academic Publishers
DOI: 10.1007/s10994-023-06386-x

A model for the Twitter sentiment curve.

Autorzy: Giacomo Aletti; Irene Crimaldi; Fabio Saracco
Opublikowane w: PLoS ONE, Vol 16, Iss 4, p e0249634 (2021), Numer 1, 2021, ISSN 1932-6203
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DOI: 10.1371/journal.pone.0249634

Provable randomized rounding for minimum-similarity diversification

Autorzy: Bruno Ordozgoiti; Ananth Mahadevan; Antonis Matakos; Aristides Gionis
Opublikowane w: Springer, Numer 1, 2022, ISSN 1573-756X
Wydawca: 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

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

Autorzy: Alexandre Viejo, David Sánchez
Opublikowane w: Future Generation Computer Systems, Numer 107, 2020, Strona(/y) 443-457, ISSN 0167-739X
Wydawca: Elsevier BV
DOI: 10.1016/j.future.2020.02.025

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

Autorzy: Giorgia Di Tommaso; Stefano Faralli; Mauro Gatti; Michela Iannotta; Giovanni Stilo; Paola Velardi
Opublikowane w: Applied Science 2021, 11(18), 8385, Numer Numer 18, 2021, ISSN 2076-3417
Wydawca: MDPI
DOI: 10.3390/app11188385

Bitcoin Transaction Networks: an overview of recent results

Autorzy: Nicoló Vallarano; Claudio J. Tessone; Claudio J. Tessone; Tiziano Squartini
Opublikowane w: Frontiers in Physics, 2020, ISSN 2296-424X
Wydawca: Frontiers
DOI: 10.48550/arxiv.2005.00114

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

Autorzy: I. Anagnostou, T. Squartini, D. Kandhai, D. Garlaschelli
Opublikowane w: Quantitative Finance, 2021, Strona(/y) 1-18, ISSN 1469-7688
Wydawca: Institute of Physics Publishing
DOI: 10.1080/14697688.2021.1890807

Influence spreading model in analysing ego-centric social networks

Autorzy: Vesa Kuikka; Daniel Monsivais; Kimmo Kaski; Kimmo Kaski
Opublikowane w: Physica A: Statistical Mechanics and its Applications, Numer 1, 2022, Strona(/y) volume 588, ISSN 1873-2119
Wydawca: Elsevier
DOI: 10.1016/j.physa.2021.126524

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

Autorzy: Marco Avvenuti, Salvatore Bellomo, Stefano Cresci, Leonardo Nizzoli, Maurizio Tesconi
Opublikowane w: Pervasive and Mobile Computing, Numer 67, 2020, Strona(/y) 101225, ISSN 1574-1192
Wydawca: 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.

Autorzy: Giovanna Calogiuri; Giovanna Calogiuri; Alessio Rossi; Laura Terragni
Opublikowane w: Frontiers in Public Health, Numer Volume 9 - 2021, 2021, ISSN 2296-2565
Wydawca: 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

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

On some fundamental challenges in monitoring epidemics

Autorzy: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino; Helbing, Dirk
Opublikowane w: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, Numer 1, 2021, ISSN 2054-5703
Wydawca: The Royal Society Publishing
DOI: 10.1098/rsta.2021.0117

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

Autorzy: Giannotti, F.; Pedreschi, D.
Opublikowane w: MDPI, 2021, ISSN 2071-1050
Wydawca: MDPI Open Access Publishing

Cross-Lingual Sentiment Quantification

Autorzy: Andrea Esuli, Alejandro Moreo, Fabrizio Sebastiani, Erik Cambria
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Morningness-eveningness assessment from mobile phone communication analysis

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Opublikowane w: 2021
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Deep Learning for Human Mobility: a Survey on Data and Models

Autorzy: Luca M.; Barlacchi G.; Lepri B.; Pappalardo L.
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Social-based City Reconstruction Planning in case of natural disasters: a Reinforcement Learning Approach

Autorzy: Ghulam Mudassir; Antinisca Di Marco
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Evaluating community detection algorithms for progressively evolving graphs

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Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations

Autorzy: Marette, Thibault; Miettinen, Pauli; Neumann, Stefan
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Time-Varying Volatility in Bitcoin Market and Information Flow at Minute-Level Frequency

Autorzy: Barjašić, Irena; Antulov-Fantulin, Nino
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Quality-Driven Machine Learning-based Data Science Pipeline Realization: a software engineering approach

Autorzy: Giordano d’Aloisio
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SoBigData RI: european integrated infrastructure for social mining and big data analytics

Autorzy: Trasarti R.; Grossi V.; Natilli M.; Rapisarda B.
Opublikowane w: SEBD 2022 - The 30th Italian Symposium on Advanced Database Systems,, Numer 1, 2022, Strona(/y) 117-124
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Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM

Autorzy: Sorano, Danilo; Carrara, Fabio; Cintia, Paolo; Falchi, Fabrizio; Pappalardo, Luca
Opublikowane w: Joint European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD 2020, Numer Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2021, Strona(/y) pp 475–490
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Reconciling econometrics with continuous maximum-entropy network models

Autorzy: Marzio Di Vece; Diego Garlaschelli; Tiziano Squartini
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Explainable Classification of Brain Networks via Contrast Subgraphs

Autorzy: Tommaso Lanciano, Francesco Bonchi, Aristides Gionis
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a software engineering approach

Autorzy: Giordano D'Aloisio
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Explaining the difference between men's and women's football

Autorzy: Pappalardo, Luca; Rossi, Alessio; Pontillo, Giuseppe; Natilli, Michela; Cintia, Paolo
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Demystifying Misconceptions in Social Bots Research

Autorzy: Cresci, Stefano; Di Pietro, Roberto; Spognardi, Angelo; Tesconi, Maurizio; Petrocchi, Marinella
Opublikowane w: ArXiv, Numer 1, 2023
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Quantifying the presence of air pollutants over a road network in high spatio-temporal resolution

Autorzy: Böhm M.; Nanni M.; Pappalardo L.
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Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning.

Autorzy: Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport
Opublikowane w: 2020
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Sockpuppet detection: a Telegram case study

Autorzy: Pisciotta, Gabriele; Somenzi, Miriana; Barisani, Elisa; Rossetti, Giulio
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Recent results and open problems in spectral algorithms for signed graphs

Autorzy: Ordozgoiti Rubio, Bruno
Opublikowane w: Proceedings of the 3rd BYMAT Conference, Numer 1, 2021
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Temporal mixture ensemble models for intraday volume forecasting in cryptocurrency exchange markets

Autorzy: Nino Antulov-Fantulin, Tian Guo, Fabrizio Lillo
Opublikowane w: 2020
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Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information

Autorzy: Simini F.; Barlacchi G.; Luca M.; Pappalardo L.
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Searching for polarization in signed graphs: a local spectral approach

Autorzy: Han Xiao, Bruno Ordozgoiti, Aristides Gionis
Opublikowane w: Proceedings of The Web Conference 2020, 2020, Strona(/y) 362-372, ISBN 9781450370233
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MP Twitter Engagement and Abuse Post-first COVID-19 Lockdown in the UK: White Paper

Autorzy: Farrell, Tracie; Bakir, Mehmet; Bontcheva, Kalina
Opublikowane w: Numer 1, 2021
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Dynamic Hard Pruning of Neural Networks at the Edge of the Internet

Autorzy: Lorenzo Valerio, Franco Maria Nardini, Andrea Passarella, Raffaele Perego
Opublikowane w: 2021
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Are Social Networks Watermarking Us or Are We (Unawarely) Watermarking Ourself?

Autorzy: Bertini, Flavio; Sharma, Rajesh; Montesi, Danilo
Opublikowane w: Numer 1, 2020
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Analysis of bank leverage via dynamical systems and deep neural networks

Autorzy: Fabrizio Lillo, Giulia Livieri, Stefano Marmi, Anton Solomko, Sandro Vaienti
Opublikowane w: 2021
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The effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions

Autorzy: Antonio F. Peralta, Matteo Neri, János Kertész, Gerardo Iñiguez
Opublikowane w: 2021
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Some Challenges in Monitoring Epidemics

Autorzy: Vaiva Vasiliauskaite, Nino Antulov-Fantulin, Dirk Helbing
Opublikowane w: 2021
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Capturing Political Polarization of Reddit Submissions in the Trump Era

Autorzy: Morini V.; Pollacci L.; Rossetti G.
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Diversity-Aware k-median

Autorzy: Thejaswi, Suhas; Ordozgoiti, Bruno; Gionis, Aristides
Opublikowane w: ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Research Track, 2021, Strona(/y) 765–780
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Benchmarking and Survey of Explanation Methods for Black Box Models

Autorzy: Bodria, Francesco; Giannotti, Fosca; Guidotti, Riccardo; Naretto, Francesca; Pedreschi, Dino; Rinzivillo, Salvatore
Opublikowane w: Numer 1, 2021
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Private Sources of Mobility Data Under COVID-19

Autorzy: Raquel Pérez Arnal, David Conesa, Sergio Alvarez-Napagao, Toyotaro Suzumura, Martí Català, Enric Alvarez, Dario Garcia-Gasulla
Opublikowane w: 2020
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Expansion and Flooding in Dynamic Random Networks with Node Churn

Autorzy: Becchetti, Luca; Clementi, Andrea; Pasquale, Francesco; Trevisan, Luca; Ziccardi, Isabella
Opublikowane w: Numer 1, 2020
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Multi-Dimensional Randomized Response

Autorzy: Josep Domingo-Ferrer; Jordi Soria-Comas
Opublikowane w: International Conference on Data Engineering, 2022
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Lightweight Blockchain-based Platform for GDPR-Compliant Personal Data Management

Autorzy: Cristofol Dauden-Esmel; Jordi Castellà-Roca; Alexandre Viejo; Josep Domingo-Ferrer
Opublikowane w: CSP, Numer 61, 2021, ISBN 978-1-7281-8622-1
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Definition of an enriched GIS network for evacuation planning

Autorzy: Evans Etrue Howard, Lorenza Pasquini, Antinisca Di Marco, d Eliseo Clementini
Opublikowane w: 2021
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Time-varying volatility in Bitcoin market and information flow at minute-level frequency

Autorzy: Irena Barjašić, Nino Antulov-Fantulin
Opublikowane w: 2020
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Misinformation Concierge: A Proof-of-Concept with Curated Twitter Dataset on COVID-19 Vaccination

Autorzy: Shakshi Sharma; Anwitaman Datta; Vigneshwaran Shankaran; Rajesh Sharma
Opublikowane w: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023, Strona(/y) Pages 5091–5095
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Boilerplate Removal using a Neural Sequence Labeling Model

Autorzy: Jurek Leonhardt, Avishek Anand, Megha Khosla
Opublikowane w: Companion Proceedings of the Web Conference 2020, 2020, Strona(/y) 226-229, ISBN 9781450370240
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Modelling Human Mobility considering Spatial,Temporal and Social Dimensions

Autorzy: Cornacchia, Giuliano; Rossetti, Giulio; Pappalardo, Luca
Opublikowane w: Numer 1, 2020
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Estimating countries’ peace index through the lens of the world news as monitored by GDELT

Autorzy: Vasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti
Opublikowane w: 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), 2020, Strona(/y) 216-225, ISBN 978-1-7281-8206-3
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How accurate are neural approximations of complex network dynamics?

Autorzy: Vasiliauskaite, Vaiva; Antulov-Fantulin, Nino
Opublikowane w: arXiv, 2023
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SismaDL an ontology to represent post-disaster regulation

Autorzy: Caroccia, F.; D’agostino, D.; Giordano d'Aloisio; Di Marco, A.; Stilo, G.
Opublikowane w: Scopus - Elsevier, Numer 75, 2021
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Tweet Sentiment Quantification: An Experimental Re-Evaluation

Autorzy: Moreo, Alejandro; Sebastiani, Fabrizio
Opublikowane w: Research report, SoBigData++ and AI4Media, 2020, Numer 1, 2021
Wydawca: ArXiv.org

An individual-level ground truth dataset for home location detection

Autorzy: Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto, Loreto Bravo
Opublikowane w: 2020
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Change of direction asymmetry across different age categories in youth soccer

Autorzy: Athos Trecroci, Alessio Rossi, Thomas Dos’Santos, Damiano Formenti, Luca Cavaggioni, Stefano Longo, F. Marcello Iaia, Giampietro Alberti
Opublikowane w: PeerJ. 2020;, 2020
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Explain and Predict, and then Predict Again

Autorzy: Zijian Zhang, Koustav Rudra, Avishek Anand
Opublikowane w: Proceedings of the 14th ACM International Conference on Web Search and Data Mining, 2021, Strona(/y) 418-426, ISBN 9781450382977
Wydawca: ACM
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Attributed Stream-Hypernetwork Analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit

Autorzy: Andrea Failla; Salvatore Citraro; Giulio Rossetti
Opublikowane w: Complex Networks and Their Applications XI ISBN: 9783031211263, 2023, Strona(/y) pp 150–161, ISSN 9783-031211263
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Optimising cost vs accuracy of decentralised analytics in fog computing environments

Autorzy: Lorenzo Valerio, Andrea Passarella, Marco Conti
Opublikowane w: 2020
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On-device modeling of user's social context and familiar places from smartphone-embedded sensor data

Autorzy: Mattia G. Campana; Franca Delmastro
Opublikowane w: Axviv, Numer 1, 2022
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The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy

Autorzy: 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,
Opublikowane w: Numer 1, 2021
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Temporal-Weighted Bipartite Graph Model for Sparse Expert Recommendation in Community Question Answering

Autorzy: Vaibhav Krishna; Nino Antulov-Fantulin
Opublikowane w: UMAP '23: Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023, Strona(/y) Pages 156–163
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Pattern detection in large temporal graphs using algebraic fingerprints

Autorzy: Suhas Thejaswi, Aristides Gionis
Opublikowane w: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Strona(/y) 37-45, ISBN 978-1-61197-623-6
Wydawca: Society for Industrial and Applied Mathematics
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Structural Invariants in Individuals Language Use: The “Ego Network” of Words

Autorzy: Kilian Ollivier, Chiara Boldrini, Andrea Passarella, Marco Conti
Opublikowane w: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Numer 12467, 2020, Strona(/y) 267-282, ISBN 978-3-030-60974-0
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Learned Data Structures

Autorzy: Paolo Ferragina, Giorgio Vinciguerra
Opublikowane w: Recent Trends in Learning From Data - Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019), Numer 896, 2020, Strona(/y) 5-41, ISBN 978-3-030-43882-1
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Discovering Dense Correlated Subgraphs in Dynamic Networks

Autorzy: Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
Opublikowane w: Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I, Numer 12712, 2021, Strona(/y) 395-407, ISBN 978-3-030-75761-8
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Mining Dense Subgraphs with Similar Edges

Autorzy: Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis
Opublikowane w: Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III, Numer 12459, 2021, Strona(/y) 20-36, ISBN 978-3-030-67663-6
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Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases

Autorzy: Najeeb Jebreel, Alberto Blanco-Justicia, David Sánchez, Josep Domingo-Ferrer
Opublikowane w: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Numer 12256, 2020, Strona(/y) 154-165, ISBN 978-3-030-57523-6
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From mean-field to complex topologies: network effects on the algorithmic bias model

Autorzy: Valentina Pansanella; Giulio Rossetti; Letizia Milli
Opublikowane w: COMPLEX NETWORKS 2021 - Tenth International Conference on Complex Networks and Their Applications, pp. 329–340, Madrid, Spain, 30/11-2/12/2021, Numer 62, 2022
Wydawca: arXiv
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Maximizing diversity over clustered data

Autorzy: Guangyi Zhang, Aristides Gionis
Opublikowane w: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Strona(/y) 649-657, ISBN 978-1-61197-623-6
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Explaining Misclassification and Attacks in Deep Learning via Random Forests

Autorzy: Rami Haffar, Josep Domingo-Ferrer, David Sánchez
Opublikowane w: Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings, Numer 12256, 2020, Strona(/y) 273-285, ISBN 978-3-030-57523-6
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Improved mixing time for k -subgraph sampling

Autorzy: Ryuta Matsuno, Aristides Gionis
Opublikowane w: Proceedings of the 2020 SIAM International Conference on Data Mining, 2020, Strona(/y) 568-576, ISBN 978-1-61197-623-6
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Characterizing Social Bots Spreading Financial Disinformation

Autorzy: Serena Tardelli, Marco Avvenuti, Maurizio Tesconi, Stefano Cresci
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A “Learned” Approach to Quicken and Compress Rank/Select Dictionaries

Autorzy: Antonio Boffa, Paolo Ferragina, Giorgio Vinciguerra
Opublikowane w: 2021 Proceedings of the Workshop on Algorithm Engineering and Experiments (ALENEX), 2021, Strona(/y) 46-59, ISBN 978-1-61197-647-2
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Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars

Autorzy: Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri
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Focus and bias: will it blend?

Autorzy: Anna Arias-Duart; Ferran Parés; Víctor Giménez-Ábalos; Dario Garcia-Gasulla
Opublikowane w: Crossref, Numer 1, 2022, Strona(/y) 325-334
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Dynamics of Scientific Collaboration Networks Due to Academic Migrations

Autorzy: Pavlos Paraskevopoulos, Chiara Boldrini, Andrea Passarella, Marco Conti
Opublikowane w: Social Informatics - 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings, Numer 12467, 2020, Strona(/y) 283-296, ISBN 978-3-030-60974-0
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Big Data Analytics and Instagram: an exploratory study on Italian hotel accounts

Autorzy: Pianese T.; Rossetti G.; Morini V.
Opublikowane w: 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
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Healthy Twitter discussions? Time will tell

Autorzy: Gnatyshak, Dmitry; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Arjona Martínez, Jamie; Venturini, Tommaso
Opublikowane w: Numer 76, 2022
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A dataset to assess mobility changes in Chile following local quarantines

Autorzy: Pappalardo L.; Cornacchia G.; Navarro V.; Bravo L.; Ferres L.
Opublikowane w: Research report, SoBigData++, 2020, Numer 59, 2020
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Secure and Privacy-Preserving Federated Learning via Co-Utility

Autorzy: Josep Domingo-Ferrer; Alberto Blanco-Justicia; Jesús A. Manjón; David Sánchez
Opublikowane w: IEEE Internet of Things Journal, Numer 1, 2021, ISSN 2327-4662
Wydawca: Institute of Electrical and Electronics Engineers Inc.
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