SoBigData Research Infrastructure

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

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

Resultado final

Living Archive Platform

The extended Living archive platform will be delivered and described with all its functionalities.

Social mining method and service integration 2

Consolidated design and realization of first batch of integrated methods and services

Analytical Crawling Platform

The final analytical crawling platform will be delivered and described with all its functionalities

Crowd sensing platform

The methods and technologies to collect data from the participatory and\or opportunistic crowd sensing.

Social mining method and service integration 1

Design, integration specifications, and early prototypes.

VRE specification and software 1

It describes and delivers the VREs’ software, to be deployed as due by MS2, MS4 and MS6. In particular the first will concern the resource catalogue.

Resource adaptation to register to the e-infrastructure 1

It delivers and describes the software release of all the adaptations of existing and newly developed resources. It describes also all the activities carried out by the partners in order to register those resources to the e-infrastructure.

Evaluation Framework Toolkit and Datasets 2

D11.2 will contain the SoBigData evaluation data collection toolkit, which will enable the campaign participants to create automatically the evaluation datasets, as described in T11.2. In addition, D11.2 will comprise the materials and datasets created for the SoBigData evaluation campaigns, carried out as part of T11.2, and will report on the definition of the exploratories of T11.4. All five thematic areas covered by the SoBigData project will have their corresponding datasets: text and social media mining (USFD, UNIPI), social network analysis (CNR, AALTO), human mobility analytics (CNR), web analytics (LUH), visual analytics (FRH). FRH will have overall responsibility for coordinating the deliverable production.

Resource adaptation to register to the e-infrastructure 3

Resource adaptation to register to the e-infrastructure 2

Social mining method and service integration 3

Consolidated design and integration of enhanced methods and services.

Evaluation Framework Toolkit and Datasets 1

D112 will contain the SoBigData evaluation data collection toolkit which will enable the campaign participants to create automatically the evaluation datasets as described in T112 In addition D112 will comprise the materials and datasets created for the SoBigData evaluation campaigns carried out as part of T112 and will report on the definition of the exploratories of T114 All five thematic areas covered by the SoBigData project will have their corresponding datasets text and social media mining USFD UNIPI social network analysis CNR AALTO human mobility analytics CNR web analytics LUH visual analytics FRH FRH will have overall responsibility for coordinating the deliverable production

Sustainability Plan

This report will provide a detailed sustainability plan for the new pan-European SoBigData infrastructure.

SoBigData e-Infrastructure release plan 2

Describes the set of actions to deliver subsequent releases of the eInfrastructure as due by the milestones MS2 MS3 and MS5 Plans will be drafted in synergy with all WP8 and WP9 partners and will drive the incremental integration of existing services in the einfrastructure resulting in the software releases indicated in D103 Initial plans will include deployment of enabling services and the portal of the einfrastructure

IP principles and business models 1

Report describing responsible IP principles and practices in SoBigData and listing of best practices that have evolved in and outside SoBigData so as to accommodate both legitimate IP claims in Data and privacy related rights.

All Relevant Boards established

Definition of the composition and the installation of the boards for the management of the project.

Periodic reports on TA activities 1

It will report on calls initiated in the reporting period, user selection process and outcomes, TA visit reports, and self-evaluation. The M18 and M36 periodic reports will also contain plans for TA calls for the subsequent period.

Periodic dissemination and impact report and plan for following year 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.

SoBigData e-Infrastructure release plan 3

Describes the set of actions to deliver subsequent releases of the e-Infrastructure as due by the milestones MS2, MS3 and MS5. Plans will be drafted in synergy with all WP8 and WP9 partners, and will drive the incremental integration of existing services in the e-infrastructure, resulting in the software releases indicated in D10.3. Initial plans will include deployment of enabling services and the portal of the e-infrastructure.

IP principles and business models 3

Training Programme 1

This deliverable contains the plan of the educational activities for every year.

Legal and Ethical Framework for SoBigData 3

Report describing the evolving versions of the legal and ethical framework of the SoBigData ecosystem together with recommendations and provisions for research procedures

Periodic Training Planning Reports 1

This deliverable reports on the training activities carried out in this workpackage, at key milestones. This will include reports on summer schools, datathons, and training events for schools and underrepresented communities in data science. Attendance details and other statistics will be collected and reported.

Value-Sensitive Design & Privacy-by-Design technologies for big data analytics 1

Report describing the evolving versions of the VSD and PbD methods, recommendations and provisions to be adopted in the SoBigData ecosystem, which will drive the integration and enhancement of social mining services and tools of JRA2 into the research infrastructure.

Evaluation Framework Design and Positioning

This deliverable will report on the results of T111 and position the SoBigData evaluation framework in the context of other relevant established initiatives in the fields of text mining natural language processing social network analysis human mobility analytics web mining and visual analytics D111 will also contain the design specification of the SoBigData evaluation framework based on the results from the first 6 months of work in T112 KCL will lead this deliverable with contributions provided by all partners from T111 2

SoBigData Evaluation Framework: Engagement and Sustainability Report

This deliverable will report on the activities of T11.3, and more specifically on stakeholder engagement, commercial sponsorship, and sustainability activities. ETHZ as T11.3 leader will be responsible for coordinating input and deliverable completion.

Training Activities: planning, material and reports 2

This deliverable reports on the training activities carried out in this workpackage. It will include reports on summer schools, datathons, and training events for schools and underrepresented communities in data science. Attendance details and other statistics will be collected and reported. Furthermore, this deliverable reports and publishes the online training materials, as well as those created for the face to face training events. We will also include access statistics for the online training materials.

Legal and Ethical Framework for SoBigData 1

Report describing the evolving versions of the legal and ethical framework of the SoBigData ecosystem, together with recommendations and provisions for research procedures.

Initial dissemination and impact plan

The plan concerns the first year of activity and matches the project dissemination goals with the available opportunities. It also outlines the activity for the second year according to the information available at the time of delivery. Finally it includes the initial publication plan.

VA e-Infrastructure Service Provision and Operation Report 2

Report on the e-Infrastructure operation activity since its last deployment, including a detailed set of usage indicators (e.g. number of resources, accesses to resources, usage of resources from scientists of different infrastructures, etc.). Indicators will be generated automatically by the VA e-infrastructure and their current status can be consulted at any moment from the VA e-infrastructure portal. This deliverable will include the assessment report provided by Project Advisory Board.

Ethics Board Establishment

Report describing the composition of the ethics board and its plan of activities, governance framework, by laws, responsibilities of members and principles, schedule of meetings, reporting and event calendar.

SoBigData e-Infrastructure release plan 1

Value-Sensitive Design & Privacy-by-Design technologies for big data analytics 2

Report describing the evolving versions of the VSD and PbD methods recommendations and provisions to be adopted in the SoBigData ecosystem which will drive the integration and enhancement of social mining services and tools of JRA2 into the research infrastructure

VA e-Infrastructure Service Provision and Operation Report 3

Training Programme 2

This deliverable contains the plan of the educational activities for the second reporting period

Legal and Ethical Framework for SoBigData 2

Report describing the evolving versions of the legal and ethical framework of the SoBigData ecosystem together with recommendations and provisions for research procedures

Periodic dissemination and impact report and plan for following year 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.

Fact sheets aimed at different stakeholders

These fact sheets will be published on the project web-site for download by users and others, and they may also serve as hand-outs at events such as workshops and conferences.

Periodic reports on TA activities 3

Data Scientist Training Materials 1

This deliverable periodically reports and publishes the online training materials as well as those created for the face to face training events We will also include access statistics for the online training materials

Periodic reports on TA activities 2

Preliminary Innovation and Action Plan

This deliverable draws the plan of work for T5.1 and T5.2, including a concrete action plan for the innovation activities aimed at widening the impact of the SoBigData integrated research infrastructure within a 5 years horizon, i.e. including the second part of the project and a further period beyond the funded one.

IP principles and business models 2

VA e-Infrastructure Service Provision and Operation Report 1

Entrepreneurial skills materials and activities undertaken

It comprises the materials (slides, videos, etc.) and a report on activities undertaken as part of T5.3.

Training Activities: planning, material and reports 1

This deliverable reports on the training activities carried out in this workpackage, at key milestones. This will include the planning, the material and the reports on summer schools, datathons, and training events for schools and underrepresented communities in data science. Attendance details and other statistics will be collected and reported. Finally, the deliverable 4.2 contains the plan of the educational activities for the last year of the project.

Final dissemination and community building events

The report includes the description of dissemination activities and of the events organized during months 37-52. This document will include also the overview of the final dissemination event and assesses all the dissemination activities carried out during the project, providing overall statistics and comparisons. It also includes the complete list of publications.

Final Innovation Report and Action Plan

The report updates the Innovation and Action Plan, keeping into account the progress of the SoBigData infrastructure and any change intervened in the general conditions during the second part of the project. It describes actions required in a 5-10 years horizon.

Innovation Accelerator 1

This software prototype deliverable consists of the customisation of the Innovation Accelerator web platform including Living Science as well as delivering impact and innovation metrics for publications and collaborations arising from SoBigData and other big social data analytics projects and key players

SoBigData e-infrastructure and VRE release

It describes and delivers the platform and the VREs planned in D10.2 and to be deployed as due by MS2, 3, 4 and 6.

SoBigData e-Infrastructure software release 1

It describes and delivers the software release planned in D10.2 and to be deployed as due by MS2, 3 and 5.

Project web site, project presentation, and social media presence

This deliverable will contain the project presentation, the project website, and the project’s social media presence. These comprise the main dissemination channels for promoting and communicating the project and relevant activities and achievements. The project web site, presentation, and social media presence will be updated continuously throughout the project.

SoBigData e-Infrastructure software release 2

It describes and delivers the software release planned in D102 and to be deployed as due by MS2 3 and 5

Innovation Accelerator 2

This software prototype deliverable consists of the customisation of the Innovation Accelerator web platform, including Living Science, as well as delivering impact and innovation metrics for publications and collaborations arising from SoBigData and other big social data analytics projects and key players.

Best practices and guidelines towards interoperability

The deliverable has an “on-going” nature and organizes and presents the results of T10.1. It will serve as a deliverable and as release-driven guidelines for all SoBigData e-infrastructure stakeholders.

Data Management report

The purpose of this deliverable is to provide an ongoing and up to date wiki containing the description of the available datasets in the consortium. The description includes statistics, metadata, sharing policies and archiving technologies as well as the preservation provisions and lifespan.

Data processing workflow specification language

The deliverable defines the workflow specification language, together with use-cases, and documentation for users.

Publicaciones

Factors in Recommending Contrarian Content on Social Media

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Página(s) 263-266, ISBN 9781-450348966
Editor: ACM Press
DOI: 10.1145/3091478.3091515

Where Could We Go? - Recommendations for Groups in Location-Based Social Networks

Autores: Frederick Ayala-Gómez, Bálint Daróczy, Michael Mathioudakis, András Benczúr, Aristides Gionis
Publicado en: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Página(s) 93-102, ISBN 9781450348966
Editor: ACM Press
DOI: 10.1145/3091478.3091485

Finding topical experts in Twitter via query-dependent personalized PageRank

Autores: Preethi Lahoti, Gianmarco De Francisci Morales, Aristides Gionis
Publicado en: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017 - ASONAM '17, 2017, Página(s) 155-162, ISBN 9781-450349932
Editor: ACM Press
DOI: 10.1145/3110025.3110044

The Effect of Collective Attention on Controversial Debates on Social Media

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Página(s) 43-52, ISBN 9781-450348966
Editor: ACM Press
DOI: 10.1145/3091478.3091486

Active Network Alignment - A Matching-Based Approach

Autores: Eric Malmi, Aristides Gionis, Evimaria Terzi
Publicado en: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17, 2017, Página(s) 1687-1696, ISBN 9781-450349185
Editor: ACM Press
DOI: 10.1145/3132847.3132983

The network-untangling problem

Autores: Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis
Publicado en: 2017, Página(s) 701-716
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-71249-9_42

Inferring the Strength of Social Ties - A Community-Driven Approach

Autores: Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis
Publicado en: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17, 2017, Página(s) 1017-1025, ISBN 9781-450348874
Editor: ACM Press
DOI: 10.1145/3097983.3098199

Human Perception of Performance

Autores: Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-Laszlo Barabasi
Publicado en: 2017
Editor: Cornell University Library

Balancing information exposure in social networks

Autores: Kiran Garimella, Aristides Gionis, Nikos Parotsidis, Nikolaj Tatti
Publicado en: 31st Annual Conference on Neural Information Processing Systems (NIPS), 2018
Editor: Cornell University Library

Who is going to get hurt? Predicting injuries in professional soccer

Autores: A. Rossi, L. Pappalardo, P. Cintia, J. Fernandez, M. F. Iaia, D. Medina
Publicado en: MLSA@PKDD/ECML, 2017
Editor: MLSA@PKDD/ECML

On the Equivalence Between Community Discovery and Clustering

Autores: R. Guidotti, M. Coscia
Publicado en: International Conference on Smart Objects and Technologies for Social Good GOODTECHS 2017: Smart Objects and Technologies for Social Good, 2018
Editor: Springer

News Media Coverage of Refugees in 2016: A GDELT Case Study

Autores: Emina Boudemagh, Izabela Moise
Publicado en: Eleventh International AAAI Conference on Web and Social Media, 2017
Editor: AAAI Press

The Fractal Dimension of Music

Autores: Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi
Publicado en: 2017, Página(s) 183-194
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-76111-4_19

Clustering Individual Transactional Data for Masses of Users

Autores: Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
Publicado en: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17, 2017, Página(s) 195-204, ISBN 9781-450348874
Editor: ACM Press
DOI: 10.1145/3097983.3098034

Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences

Autores: Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Publicado en: 2017 IEEE International Conference on Data Mining (ICDM), 2017, Página(s) 895-900, ISBN 978-1-5386-3835-4
Editor: IEEE
DOI: 10.1109/ICDM.2017.111

There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas

Autores: Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
Publicado en: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017, Página(s) 303-312, ISBN 978-1-5090-5004-8
Editor: IEEE
DOI: 10.1109/DSAA.2017.12

Early Signals of Trending Rumor Event in Streaming Social Media

Autores: Shihan Wang, Izabela Moise, Dirk Helbing, Takao Terano
Publicado en: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC), 2017, Página(s) 654-659, ISBN 978-1-5386-0367-3
Editor: IEEE
DOI: 10.1109/COMPSAC.2017.115

Sensing and Mining Urban Qualities in Smart Cities

Autores: Danielle Griego, Varin Buff, Eric Hayoz, Izabela Moise, Evangelos Pournaras
Publicado en: 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), 2017, Página(s) 1004-1011, ISBN 978-1-5090-6029-0
Editor: IEEE
DOI: 10.1109/AINA.2017.14

Recommender Systems for Banking and Financial Services

Autores: Andrea Gigli, Fabrizio Lillo, Daniele Regoli
Publicado en: RecSys ACM, 2017
Editor: ACM

Data-Driven Job Dispatching in HPC Systems

Autores: Cristian Galleguillos, Alina Sîrbu, Zeynep Kiziltan, Ozalp Babaoglu, Andrea Borghesi, Thomas Bridi
Publicado en: MOD 2017 - The Third International Conference on Machine Learning, Optimization and Big Data, 2017, Página(s) 449-461
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-72926-8_37

Open the Black Box Data-Driven Explanation of Black Box Decision Systems

Autores: Pedreschi, Dino; Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Ruggieri, Salvatore; Turini, Franco
Publicado en: 5th International Conference on Big Data Analysis and Data Mining, Edición 1, 2018
Editor: 5th International Conference on Big Data Analysis and Data Mining

Twitter and the Press - an Ego-Centred Analysis

Autores: Chiara Boldrini, Mustafa Toprak, Marco Conti, Andrea Passarella
Publicado en: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Página(s) 1471-1478, ISBN 9781-450356404
Editor: ACM Press
DOI: 10.1145/3184558.3191596

Social Physics: Uncovering Human Behaviour from Communication

Autores: Bhattacharya, Kunal; Kaski, Kimmo
Publicado en: Cornell University Library, Edición 2, 2018
Editor: Cornell University Library

Computationally Inferred Genealogical Networks Uncover Long-Term Trends in Assortative Mating

Autores: Eric Malmi, Aristides Gionis, Arno Solin
Publicado en: Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18, 2018, Página(s) 883-892, ISBN 9781-450356398
Editor: ACM Press
DOI: 10.1145/3178876.3186136

Performance Analysis of a Device-to-Device Offloading Scheme in a Vehicular Network Environment

Autores: Pescosolido, Loreto; Conti, Marco; Passarella, Andrea
Publicado en: Edición 2, 2018
Editor: arxiv

Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter

Autores: Preethi Lahoti, Kiran Garimella, Aristides Gionis
Publicado en: Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining - WSDM '18, 2018, Página(s) 351-359, ISBN 9781-450355810
Editor: ACM Press
DOI: 10.1145/3159652.3159669

Political Discourse on Social Media - Echo Chambers, Gatekeepers, and the Price of Bipartisanship

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18, 2018, Página(s) 913-922, ISBN 9781-450356398
Editor: ACM Press
DOI: 10.1145/3178876.3186139

Is Simple Better? Revisiting Non-Linear Matrix Factorization for Learning Incomplete Ratings

Autores: Vaibhav Krishna, Tian Guo, Nino Antulov-Fantulin
Publicado en: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), 2018, Página(s) 1289-1293, ISBN 978-1-5386-9288-2
Editor: IEEE
DOI: 10.1109/icdmw.2018.00183

Ad-blocking - A Study on Performance, Privacy and Counter-measures

Autores: Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
Publicado en: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Página(s) 259-262, ISBN 9781-450348966
Editor: ACM Press
DOI: 10.1145/3091478.3091514

Extracting Event-Centric Document Collections from Large-Scale Web Archives

Autores: Gossen, Gerhard; Demidova, Elena; Risse, Thomas
Publicado en: International Conference on Theory and Practice of Digital Libraries TPDL 2017, Edición 3, 2017
Editor: Springer
DOI: 10.1007/978-3-319-67008-9_10

A Motif-based Approach for Identifying Controversy

Autores: Coletto, Mauro; Garimella, Kiran; Gionis, Aristides; Lucchese, Claudio
Publicado en: THE 11TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-17), Edición 3, 2017, ISBN 9781-577357889
Editor: ICWSM

Mary, Mary, Quite Contrary - Exposing Twitter Users to Contrarian News

Autores: Kiran Garimella, Gianmarco De Francisc iMorales, Aristides Gionis, Michael Mathioudakis
Publicado en: Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion, 2017, Página(s) 201-205, ISBN 9781-450349147
Editor: ACM Press
DOI: 10.1145/3041021.3054737

Finding low-tension communities

Autores: Esther Galbrun, Behzad Golshan, Aristides Gionis, Evimaria Terzi
Publicado en: Proceedings of the 2017 SIAM International Conference on Data Mining, 2017, Página(s) 336-344
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611974973.38

Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter

Autores: Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, Claudio Lucchese, Cristina Ioana Muntean
Publicado en: Conference of the Italian Association for Artificial Intelligence AI*IA 2017, 2017, Página(s) 114-127
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-70169-1_9

On the Behaviour of Deviant Communities in Online Social Networks

Autores: Coletto, Mauro; Aiello, Luca Maria; Lucchese, Claudio; Silvestri, Fabrizio
Publicado en: ICWSM, Edición 3, 2016
Editor: ICWSM

Sentiment-enhanced multidimensional analysis of online social networks: Perception of the mediterranean refugees crisis

Autores: Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
Publicado en: 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016, Página(s) 1270-1277, ISBN 978-1-5090-2846-7
Editor: IEEE
DOI: 10.1109/ASONAM.2016.7752401

Discovering Topically- and Temporally-Coherent Events in Interaction Networks

Autores: Han Xiao, Polina Rozenshtein, Aristides Gionis
Publicado en: Joint European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2016, 2016, Página(s) 690-705
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-46227-1_43

Information Diffusion in Complex Networks: The Active/Passive Conundrum

Autores: Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Publicado en: International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2017, 2017, Página(s) 305-313
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-72150-7_25

NDlib: Studying Network Diffusion Dynamics

Autores: Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sirbu, Dino Pedreschi, Fosca Giannotti
Publicado en: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017, Página(s) 155-164, ISBN 978-1-5090-5004-8
Editor: IEEE
DOI: 10.1109/DSAA.2017.6

Reconstructing a cascade from temporal

Autores: Han Xiao, Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis
Publicado en: SIAM International Conference on Data Mining, 2018, Página(s) 666-674
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611975321.75

RankEval - An Evaluation and Analysis Framework for Learning-to-Rank Solutions

Autores: Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Publicado en: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17, 2017, Página(s) 1281-1284, ISBN 9781-450350228
Editor: ACM Press
DOI: 10.1145/3077136.3084140

Fast Estimation of Privacy Risk in Human Mobility

Autores: Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Publicado en: International Conference on Computer Safety, Reliability, and Security SAFECOMP 2017: Computer Safety, Reliability, and Security, 2017, Página(s) 415-426
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-66284-8_35

Social Media Image Recognition for Food Trend Analysis

Autores: Giuseppe Amato, Paolo Bolettieri, Vinicius Monteiro de Lira, Cristina Ioana Muntean, Raffaele Perego, Chiara Renso
Publicado en: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17, 2017, Página(s) 1333-1336, ISBN 9781-450350228
Editor: ACM Press
DOI: 10.1145/3077136.3084142

Political discourse on social media: Echo chambers, gatekeepers, and the price of bipartisanship

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: The Web Conference (WWW), 2018
Editor: Arxiv.org

Tell me something my friends do not know: Diversity maximization in social networks

Autores: Antonis Matakos, Aristides Gionis
Publicado en: ICDM, 2018
Editor: icdm2018.org

Robust cascade reconstruction by Steiner-tree sampling

Autores: Hax Xiao, Cigdem Aslay, Aristides Gionis
Publicado en: 2018
Editor: ICDM.org

Maximizing the Diversity of Exposure in a Social Network

Autores: Cigdem Aslay, Antonis Matakos, Esther Galbrun, Aristides Gionis
Publicado en: 2018 IEEE International Conference on Data Mining (ICDM), 2018, Página(s) 863-868, ISBN 978-1-5386-9159-5
Editor: IEEE
DOI: 10.1109/icdm.2018.00102

Explainable time series tweaking via irreversible and reversible temporal transformations

Autores: Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, and Aristides Gionis
Publicado en: ICDM 2018, 2018
Editor: ICDM:ORG

Finding Events in Temporal Networks: Segmentation Meets Densest-Subgraph Discovery

Autores: Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Publicado en: 2018 IEEE International Conference on Data Mining (ICDM), 2018, Página(s) 397-406, ISBN 978-1-5386-9159-5
Editor: IEEE
DOI: 10.1109/icdm.2018.00055

Real-World Witness Detection in Social Media via Hybrid Crowdsensing

Autores: Stefano Cresci, Andrea Cimino, Marco Avvenuti, Maurizio Tesconi, Felice Dell'Orletta
Publicado en: THE 12TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-18), 2018
Editor: ICSWM 2018

Selective Gradient Boosting for Effective Learning to Rank

Autores: Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani
Publicado en: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval - SIGIR '18, 2018, Página(s) 155-164, ISBN 9781-450356572
Editor: ACM Press
DOI: 10.1145/3209978.3210048

$FAKE: Evidence of spam and bot activity in stock microblogs on Twitter

Autores: Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
Publicado en: ICWSM, 2018
Editor: ICWSM

Heterogeneity-Aware Resource Allocation

Autores: Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Ozalp Babaoglu
Publicado en: 2018, Página(s) 3-21
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-92040-5_1

Cognified Distributed Computing

Autores: Ozalp Babaoglu, Alina Sirbu
Publicado en: 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), 2018, Página(s) 1180-1191, ISBN 978-1-5386-6871-9
Editor: IEEE
DOI: 10.1109/ICDCS.2018.00118

Quantifying Media Influence and Partisan Attention on Twitter During the UK EU Referendum

Autores: Genevieve Gorrell, Ian Roberts, Mark A. Greenwood, Mehmet E. Bakir, Benedetta Iavarone, Kalina Bontcheva
Publicado en: SocInfo 2018, 2018, Página(s) 274-290
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-01129-1_17

Investigating Similarity of Nodes' Attributes in Topological Based Communities.

Autores: Rajesh Sharma, Danilo Montesi
Publicado en: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Página(s) 1253-1260, ISBN 9781-450356404
Editor: ACM Press
DOI: 10.1145/3184558.3191564

Individual-Level Social Capital in Weighted and Attributed Social Networks

Autores: Rajesh Sharma, Kevin McAreavey, Jun Hong, Faisal Ghaffar
Publicado en: 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018, Página(s) 1032-1037, ISBN 978-1-5386-6051-5
Editor: IEEE
DOI: 10.1109/asonam.2018.8508302

Diffusive Phenomena in Dynamic Networks: A Data-Driven Study

Autores: Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Publicado en: International Workshop on Complex Networks CompleNet 2018, 2018, Página(s) 151-159
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-73198-8_13

Twits, Twats and Twaddle: Trends in Online Abuse toward UK Politicians

Autores: Gorrell, G., Greenwood, M. A., Roberts, I., Maynard, D. and Bontcheva, K.
Publicado en: International AAAI Conference on Web and Social Media, 2018
Editor: ICWSM

Discovering Mobility Functional Areas

Autores: Lorenzo Gabrielli, Daniele Fadda, Giulio Rossetti, Mirco Nanni, Leonardo Piccinini, Dino Pedreschi, Fosca Giannotti, Patrizia Lattarulo
Publicado en: 9th Conference on Complex Networks, CompleNet 2018. Boston, US, 2018, Página(s) 311-322
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-73198-8_27

Privacy preserving multidimensional profiling

Autores: Francesca Pratesi, Anna Monreale, Fosca Giannotti, Dino Pedreschi
Publicado en: 2018, Página(s) 142-152
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-76111-4_15

A Deep Neural Network Sentence Level Classification Method with Context Information

Autores: Xingyi Song, Johann Petrak, Angus Roberts
Publicado en: Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018
Editor: EMNLP 2018

Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer (preliminary version)

Autores: Sîrbu, Alina; Babaoglu, Ozalp
Publicado en: European Conference on Parallel Processing Euro-Par 2016, Edición 1, 2016
Editor: Springer
DOI: 10.1007/978-3-319-43659-3_9

Stance Classification in Out-of-Domain Rumours: A Case Study Around Mental Health Disorders

Autores: Ahmet Aker, Arkaitz Zubiaga, Kalina Bontcheva, Anna Kolliakou, Rob Procter, Maria Liakata
Publicado en: International Conference on Social Informatics SocInfo 2017, 2017, Página(s) 53-64
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-67256-4_6

A Two-Stage Framework for Computing Entity Relatedness in Wikipedia

Autores: Marco Ponza, Paolo Ferragina, Soumen Chakrabarti
Publicado en: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17, 2017, Página(s) 1867-1876, ISBN 9781-450349185
Editor: ACM Press
DOI: 10.1145/3132847.3132890

Post-Learning Optimization of Tree Ensembles for Efficient Ranking

Autores: Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Publicado en: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16, 2016, Página(s) 949-952, ISBN 9781-450340694
Editor: ACM Press
DOI: 10.1145/2911451.2914763

Fast Feature Selection for Learning to Rank

Autores: Andrea Gigli, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego
Publicado en: Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval - ICTIR '16, 2016, Página(s) 167-170, ISBN 9781-450344975
Editor: ACM Press
DOI: 10.1145/2970398.2970433

Learning to Rank User Queries to Detect Search Tasks

Autores: Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei
Publicado en: Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval - ICTIR '16, 2016, Página(s) 157-166, ISBN 9781-450344975
Editor: ACM Press
DOI: 10.1145/2970398.2970407

Privacy-Preserving Outsourcing of Data Mining

Autores: Anna Monreale, Wendy Hui Wang
Publicado en: 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC), 2016, Página(s) 583-588, ISBN 978-1-4673-8845-0
Editor: IEEE
DOI: 10.1109/compsac.2016.169

Accuracy vs. traffic trade-off of learning IoT data patterns at the edge with hypothesis transfer learning

Autores: Lorenzo Valerio, Andrea Passarella, Marco Conti
Publicado en: 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI), 2016, Página(s) 1-6, ISBN 978-1-5090-1131-5
Editor: IEEE
DOI: 10.1109/rtsi.2016.7740634

Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments

Autores: Lorenzo Valerio, Andrea Passarella, Marco Conti
Publicado en: 2016 IEEE International Conference on Smart Computing (SMARTCOMP), 2016, Página(s) 1-8, ISBN 978-1-5090-0898-8
Editor: IEEE
DOI: 10.1109/smartcomp.2016.7501696

Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach

Autores: Lorenzo Valerio, Andrea Passarella, Marco Conti
Publicado en: 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2017, Página(s) 1-9, ISBN 978-1-5386-2723-5
Editor: IEEE
DOI: 10.1109/wowmom.2017.7974310

Exploiting CPU SIMD Extensions to Speed-up Document Scoring with Tree Ensembles

Autores: Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
Publicado en: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16, 2016, Página(s) 833-836, ISBN 9781-450340694
Editor: ACM Press
DOI: 10.1145/2911451.2914758

Behavioral entropy and profitability in retail

Autores: Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli
Publicado en: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2015, Página(s) 1-10, ISBN 978-1-4673-8272-4
Editor: IEEE
DOI: 10.1109/dsaa.2015.7344821

Analyzing web archives through topic and event focused sub-collections

Autores: Demidova, Elena; Risse, Thomas; Gossen, Gerhard
Publicado en: Proceedings of the 8th ACM Conference on Web Science - WebSci '16, 2016, Página(s) 291--295
Editor: ACM
DOI: 10.1145/2908131.2908175

Detection, tracking, and visualization of spatial event clusters for real time monitoring

Autores: Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
Publicado en: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2015, Página(s) 1-10, ISBN 978-1-4673-8272-4
Editor: IEEE
DOI: 10.1109/DSAA.2015.7344880

Fast and Compact Hamming Distance Index

Autores: Simon Gog, Rossano Venturini
Publicado en: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16, 2016, Página(s) 285-294, ISBN 9781-450340694
Editor: ACM Press
DOI: 10.1145/2911451.2911523

A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries

Autores: Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze
Publicado en: Proceedings of the 25th International Conference on World Wide Web - WWW '16, 2016, Página(s) 567-578, ISBN 9781450341431
Editor: ACM Press
DOI: 10.1145/2872427.2883061

A Large Scale Study to Understand the Relation between Twitter and Financial Market

Autores: Lorenzo Cazzoli, Rajesh Sharma, Michele Treccani, Fabrizio Lillo
Publicado en: 2016 Third European Network Intelligence Conference (ENIC), 2016, Página(s) 98-105, ISBN 978-1-5090-3455-0
Editor: IEEE
DOI: 10.1109/ENIC.2016.022

Reducing Controversy by Connecting Opposing Views

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: Proceedings of the Tenth ACM International Conference on Web Search and Data Mining - WSDM '17, 2017, Página(s) 81-90, ISBN 9781-450346757
Editor: ACM Press
DOI: 10.1145/3018661.3018703

Extracting Skill Endorsements from Personal Communication Data

Autores: Darshan M. Shankaralingappa, Gianmarco De Fransicsi Morales, Aristides Gionis
Publicado en: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management - CIKM '16, 2016, Página(s) 1961-1964, ISBN 9781-450340731
Editor: ACM Press
DOI: 10.1145/2983323.2983884

Reconstructing an Epidemic Over Time

Autores: Polina Rozenshtein, Aristides Gionis, B. Aditya Prakash, Jilles Vreeken
Publicado en: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16, 2016, Página(s) 1835-1844, ISBN 9781-450342322
Editor: ACM Press
DOI: 10.1145/2939672.2939865

Quantifying Controversy in Social Media

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: Proceedings of the Ninth ACM International Conference on Web Search and Data Mining - WSDM '16, 2016, Página(s) 33-42, ISBN 9781-450337168
Editor: ACM Press
DOI: 10.1145/2835776.2835792

"""What Is the City but the People?"" - Exploring Urban Activity Using Social Web Traces"

Autores: Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
Publicado en: Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion, 2016, Página(s) 167-170, ISBN 9781450341448
Editor: ACM Press
DOI: 10.1145/2872518.2901922

Tracking Language Mobility in the Twitter Landscape

Autores: Izabela Moise, Edward Gaere, Ruben Merz, Stefan Koch, Evangelos Pournaras
Publicado en: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 2016, Página(s) 663-670, ISBN 978-1-5090-5910-2
Editor: IEEE
DOI: 10.1109/ICDMW.2016.0099

The technical hashtag in Twitter data: A hadoop experience

Autores: Izabela Moise
Publicado en: 2016 IEEE International Conference on Big Data (Big Data), 2016, Página(s) 3519-3528, ISBN 978-1-4673-9005-7
Editor: IEEE
DOI: 10.1109/BigData.2016.7841015

Community-aware network sparsifications

Autores: Aristides Gionis, Polina Rozenshtein, Nikolaj Tatti, Evimaria Terzi
Publicado en: SIAM International Conference on Data Mining, 2016, Página(s) 426-434
Editor: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611974973.48

AncestryAI - A Tool for Exploring Computationally Inferred Family Trees

Autores: Eric Malmi, Marko Rasa, Aristides Gionis
Publicado en: Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion, 2017, Página(s) 257-261, ISBN 9781-450349147
Editor: ACM Press
DOI: 10.1145/3041021.3054728

Media Attention to Science

Autores: Kiran Garimella, Han Xiao
Publicado en: Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion, 2017, Página(s) 779-780, ISBN 9781-450349147
Editor: ACM Press
DOI: 10.1145/3041021.3054215

Understanding International Migration using Tensor Factorization

Autores: Hieu Nguyen, Kiran Garimella
Publicado en: Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Editor: ACM

Discovering the Network Backbone from Traffic Activity Data

Autores: Sanjay Chawla, Kiran Garimella, Aristides Gionis, Dominic Tsang
Publicado en: Advances in Knowledge Discovery and Data Mining, 2016, Página(s) 409-422
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-31753-3_33

Quote RTs on Twitter - usage of the new feature for political discourse

Autores: Kiran Garimella, Ingmar Weber, Munmun De Choudhury
Publicado en: Proceedings of the 8th ACM Conference on Web Science - WebSci '16, 2016, Página(s) 200-204, ISBN 9781-450342087
Editor: ACM Press
DOI: 10.1145/2908131.2908170

Social Media Image Analysis for Public Health

Autores: Venkata Rama Kiran Garimella, Abdulrahman Alfayad, Ingmar Weber
Publicado en: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16, 2016, Página(s) 5543-5547, ISBN 9781-450333627
Editor: ACM Press
DOI: 10.1145/2858036.2858234

Mining social interactions in privacy-preserving temporal networks

Autores: Federico Musciotto, Saverio Delpriori, Paolo Castagno, Evangelos Pournaras
Publicado en: 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016, Página(s) 1103-1110, ISBN 978-1-5090-2846-7
Editor: IEEE
DOI: 10.1109/ASONAM.2016.7752378

SEL - A Unified Algorithm for Entity Linking and Saliency Detection

Autores: Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Publicado en: Proceedings of the 2016 ACM Symposium on Document Engineering - DocEng '16, 2016, Página(s) 85-94, ISBN 9781-450344388
Editor: ACM Press
DOI: 10.1145/2960811.2960819

Predicting system-level power for a hybrid supercomputer

Autores: Alina Sirbu, Ozalp Babaoglu
Publicado en: 2016 International Conference on High Performance Computing & Simulation (HPCS), 2016, Página(s) 826-833, ISBN 978-1-5090-2088-1
Editor: IEEE
DOI: 10.1109/HPCSim.2016.7568420

Maximum entropy approach to link prediction in bipartite networks

Autores: M. Baltakiene, K. Baltakys, D. Cardamone, F. Parisi, T. Radicioni, M. Torricelli, Jeroen van Lidth de Jeude, Fabio Saracco
Publicado en: 2019
Editor: Arxiv

SCube: A Tool for Segregation Discovery

Autores: Alessandro Baroni, Salvatore Ruggieri
Publicado en: 2019
Editor: EDBT19
DOI: 10.5441/002/edbt.2019.51

Semantically-Aware Statistical Metrics via Weighting Kernels

Autores: Stefano Cresci, Roberto Di Pietro, Maurizio Tesconi
Publicado en: 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2019, Página(s) 51-60, ISBN 978-1-7281-4493-1
Editor: IEEE DSAA
DOI: 10.1109/dsaa.2019.00019

Detecting Malicious Social Bots: Story of a Never-Ending Clash

Autores: Stefano Cresci
Publicado en: 2019
Editor: MISDOOM'19

Statistical embedding for directed graphs

Autores: Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin
Publicado en: 2019
Editor: ArXiv

Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network

Autores: Ye Jiang, Johann Petrak, Xingyi Song, Kalina Bontcheva, Diana Maynard
Publicado en: Proceedings of the 13th International Workshop on Semantic Evaluation, 2019, Página(s) 840-844
Editor: Association for Computational Linguistics
DOI: 10.18653/v1/s19-2146

Exploring Interpretable LSTM Neural Networks over Multi-Variable Data

Autores: Tian Guo, Tao Lin, Nino Antulov-Fantulin
Publicado en: 2019
Editor: ICML 2019

Sensing Social Media Signals for Cryptocurrency News

Autores: Johannes Beck, Roberta Huang, David Lindner, Tian Guo, Zhang Ce, Dirk Helbing, Nino Antulov-Fantulin
Publicado en: Companion Proceedings of The 2019 World Wide Web Conference on - WWW '19, 2019, Página(s) 1051-1054, ISBN 9781-450366755
Editor: ACM Press
DOI: 10.1145/3308560.3316706

Node Representation Learning for Directed Graphs

Autores: Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand
Publicado en: 2019
Editor: ECMLPKDD 2019

Asynchronous Training of Word Embeddings for Large Text Corpora

Autores: Avishek Anand, Megha Khosla, Jaspreet Singh, Jan-Hendrik Zab, Zijian Zhang
Publicado en: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining - WSDM '19, 2019, Página(s) 168-176, ISBN 9781-450359405
Editor: ACM Press
DOI: 10.1145/3289600.3291011

Social structure formation in a network of agents playing a hybrid of ultimatum and dictator games

Autores: Snellman, Jan E.; Barrio, Rafael; Kaski, Kimmo
Publicado en: Edición 5, 2019
Editor: ArXiv

LEARning Next gEneration Rankers (LEARNER 2017)

Autores: Nicola Ferro, Claudio Lucchese, Maria Maistro, Raffaele Perego
Publicado en: Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval - ICTIR '17, 2017, Página(s) 331-332, ISBN 9781-450344906
Editor: ACM Press
DOI: 10.1145/3121050.3121110

Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders

Autores: Tian Guo, Albert Bifet, Nino Antulov-Fantulin
Publicado en: 2018 IEEE International Conference on Data Mining (ICDM), 2018, Página(s) 989-994, ISBN 978-1-5386-9159-5
Editor: IEEE
DOI: 10.1109/ICDM.2018.00123

QUANTIFYING THE RELATION BETWEEN PERFORMANCE AND SUCCESS IN SOCCER

Autores: LUCA PAPPALARDO, PAOLO CINTIA
Publicado en: Advances in Complex Systems, Edición 21/03n04, 2018, Página(s) 1750014, ISSN 0219-5259
Editor: World Scientific Publishing Co
DOI: 10.1142/S021952591750014X

Simulating SIR processes on networks using weighted shortest paths

Autores: Tolić, Dijana; Kleineberg, Kaj-Kolja; Antulov-Fantulin, Nino
Publicado en: Scientific Reports, 8, Edición 5, 2018, ISSN 0028-0836
Editor: Nature Publishing Group
DOI: 10.3929/ethz-b-000263245

Role of risk and information in a group formation experiment on a small-world network

Autores: Bhattacharya, Kunal; Takko, Tuomas; Monsivais, Daniel; Kaski, Kimmo
Publicado en: Journal of the Royal Society Interface, Edición 2, 2018, ISSN 1742-5662
Editor: Journal of the Royal Society Interface

A Survey of Methods for Explaining Black Box Models

Autores: Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
Publicado en: ACM Computing Surveys, Edición 51/5, 2018, Página(s) 1-42, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3236009

Detection and Resolution of Rumours in Social Media

Autores: Arkaitz Zubiaga, Ahmet Aker, Kalina Bontcheva, Maria Liakata, Rob Procter
Publicado en: ACM Computing Surveys, Edición 51/2, 2018, Página(s) 1-36, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3161603

NDlib: a python library to model and analyze diffusion processes over complex networks

Autores: Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
Publicado en: International Journal of Data Science and Analytics, Edición 5/1, 2018, Página(s) 61-79, ISSN 2364-4168
Editor: Springer
DOI: 10.1007/s41060-017-0086-6

A nonlinear orthogonal non-negative matrix factorization approach to subspace clustering

Autores: Dijana Tolić, Nino Antulov-Fantulin, Ivica Kopriva
Publicado en: Pattern Recognition, Edición 82, 2018, Página(s) 40-55, ISSN 0031-3203
Editor: Pergamon Press
DOI: 10.1016/j.patcog.2018.04.029

Forecasting success via early adoptions analysis: A data-driven study

Autores: Giulio Rossetti, Letizia Milli, Fosca Giannotti, Dino Pedreschi
Publicado en: PLOS ONE, Edición 12/12, 2017, Página(s) e0189096, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0189096

Underestimated Cost of Targeted Attacks on Complex Networks

Autores: Xiao-Long Ren, Niels Gleinig, Dijana Tolić, Nino Antulov-Fantulin
Publicado en: Complexity, Edición 2018, 2018, Página(s) 1-15, ISSN 1076-2787
Editor: John Wiley & Sons Inc.
DOI: 10.1155/2018/9826243

Social fingerprinting: detection of spambot groups through DNA-inspired behavioral modeling

Autores: Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi
Publicado en: IEEE Transactions on Dependable and Secure Computing, 2018, Página(s) 1-1, ISSN 1545-5971
Editor: IEEE Computer Society
DOI: 10.1109/TDSC.2017.2681672

Stochastic block model reveals maps of citation patterns and their evolution in time

Autores: Darko Hric, Kimmo Kaski, Mikko Kivelä
Publicado en: Journal of Informetrics, Edición 12/3, 2018, Página(s) 757-783, ISSN 1751-1577
Editor: Elsevier BV
DOI: 10.1016/j.joi.2018.05.004

Resolution of ranking hierarchies in directed networks

Autores: Elisa Letizia, Paolo Barucca, Fabrizio Lillo
Publicado en: PLOS ONE, Edición 13/2, 2018, Página(s) e0191604, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0191604

$\text{RD}\small{\text{YN}}$ : graph benchmark handling community dynamics

Autores: Giulio Rossetti
Publicado en: Journal of Complex Networks, Edición 5/6, 2017, Página(s) 893-912, ISSN 2051-1310
Editor: Oxfors Academic
DOI: 10.1093/comnet/cnx016

Node-centric Community Discovery: From static to dynamic social network analysis

Autores: Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Publicado en: Online Social Networks and Media, Edición 3-4, 2017, Página(s) 32-48, ISSN 2468-6964
Editor: Elsevier
DOI: 10.1016/j.osnem.2017.10.003

Perception of social phenomena through the multidimensional analysis of online social networks

Autores: Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
Publicado en: Online Social Networks and Media, Edición 1, 2017, Página(s) 14-32, ISSN 2468-6964
Editor: Elsevier
DOI: 10.1016/j.osnem.2017.03.001

Data Collection for Mental Health Studies Through Digital Platforms: Requirements and Design of a Prototype

Autores: Talayeh Aledavood, Ana Maria Triana Hoyos, Tuomas Alakörkkö, Kimmo Kaski, Jari Saramäki, Erkki Isometsä, Richard K Darst
Publicado en: JMIR Research Protocols, Edición 6/6, 2017, Página(s) e110, ISSN 1929-0748
Editor: JMIR Publications
DOI: 10.2196/resprot.6919

Migration patterns of parents, children and siblings: Evidence for patrilocality in contemporary Finland

Autores: Asim Ghosh, Venla Berg, Kunal Bhattacharya, Daniel Monsivais, Janos Kertesz, Kimmo Kaski, Anna Rotkirch
Publicado en: Population, Space and Place, 2018, Página(s) e2208, ISSN 1544-8444
Editor: John Wiley & Sons Inc.
DOI: 10.1002/psp.2208

X-CLE a VER

Autores: Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Publicado en: ACM Transactions on Intelligent Systems and Technology, Edición 9/6, 2018, Página(s) 1-26, ISSN 2157-6904
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3205453

Gravity and scaling laws of city to city migration

Autores: Rafael Prieto Curiel, Luca Pappalardo, Lorenzo Gabrielli, Steven Richard Bishop
Publicado en: PLOS ONE, Edición 13/7, 2018, Página(s) e0199892, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0199892

Data science at SoBigData: the European research infrastructure for social mining and big data analytics

Autores: Valerio Grossi, Beatrice Rapisarda, Fosca Giannotti, Dino Pedreschi
Publicado en: International Journal of Data Science and Analytics, Edición 6/3, 2018, Página(s) 205-216, ISSN 2364-415X
Editor: Springer
DOI: 10.1007/s41060-018-0126-x

Effective injury forecasting in soccer with GPS training data and machine learning

Autores: Alessio Rossi, Luca Pappalardo, Paolo Cintia, F. Marcello Iaia, Javier Fernàndez, Daniel Medina
Publicado en: PLOS ONE, Edición 13/7, 2018, Página(s) e0201264, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0201264

Discovering temporal regularities in retail customers’ shopping behavior

Autores: Riccardo Guidotti, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Publicado en: EPJ Data Science, Edición 7/1, 2018, ISSN 2193-1127
Editor: Springer
DOI: 10.1140/epjds/s13688-018-0133-0

Data Abstraction for Visualizing Large Time Series

Autores: G. Shurkhovetskyy, N. Andrienko, G. Andrienko, G. Fuchs
Publicado en: Computer Graphics Forum, Edición 37/1, 2018, Página(s) 125-144, ISSN 0167-7055
Editor: Blackwell Publishing Inc.
DOI: 10.1111/cgf.13237

The Electric City as a Solution to Sustainable Urban Development

Autores: Iain D. Stewart, Chris A. Kennedy, Angelo Facchini, Renata Mele
Publicado en: Journal of Urban Technology, Edición 25/1, 2018, Página(s) 3-20, ISSN 1063-0732
Editor: Carfax Publishing Ltd.
DOI: 10.1080/10630732.2017.1386940

A Complex Network Approach for the Estimation of the Energy Demand of Electric Mobility

Autores: Mario Mureddu, Angelo Facchini, Antonio Scala, Guido Caldarelli, Alfonso Damiano
Publicado en: Scientific Reports, Edición 8/1, 2018, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-017-17838-5

From Ecology to Finance (and Back?): A Review on Entropy-Based Null Models for the Analysis of Bipartite Networks

Autores: Mika J. Straka, Guido Caldarelli, Tiziano Squartini, Fabio Saracco
Publicado en: Journal of Statistical Physics, 2017, ISSN 0022-4715
Editor: Kluwer Academic/Plenum Publishers
DOI: 10.1007/s10955-018-2039-4

Entropy-based approach to missing-links prediction

Autores: Federica Parisi, Guido Caldarelli, Tiziano Squartini
Publicado en: Applied Network Science, Edición 3/1, 2018, ISSN 2364-8228
Editor: Springer
DOI: 10.1007/s41109-018-0073-4

Reconstruction methods for networks: The case of economic and financial systems

Autores: Tiziano Squartini, Guido Caldarelli, Giulio Cimini, Andrea Gabrielli, Diego Garlaschelli
Publicado en: Physics Reports, 2018, ISSN 0370-1573
Editor: Elsevier BV
DOI: 10.1016/j.physrep.2018.06.008

Reconstructing Mesoscale Network Structures

Autores: Jeroen van Lidth de Jeude, Riccardo Di Clemente, Guido Caldarelli, Fabio Saracco, Tiziano Squartini
Publicado en: Complexity, Edición 2019, 2019, Página(s) 1-13, ISSN 1076-2787
Editor: John Wiley & Sons Inc.
DOI: 10.1155/2019/5120581

The organization of the interbank network and how ECB unconventional measures affected the e-MID overnight market

Autores: Paolo Barucca, Fabrizio Lillo
Publicado en: Computational Management Science, Edición 15/1, 2018, Página(s) 33-53, ISSN 1619-697X
Editor: Springer Verlag
DOI: 10.1007/s10287-017-0293-6

Measuring the propagation of financial distress with Granger-causality tail risk networks

Autores: Fulvio Corsi, Fabrizio Lillo, Davide Pirino, Luca Trapin
Publicado en: Journal of Financial Stability, Edición 38, 2018, Página(s) 18-36, ISSN 1572-3089
Editor: Elsevier BV
DOI: 10.1016/j.jfs.2018.06.003

Colombian Export Capabilities: Building the Firms-Products Network

Autores: Matteo Bruno, Fabio Saracco, Tiziano Squartini, Marco Dueñas
Publicado en: Entropy, Edición 20/10, 2018, Página(s) 785, ISSN 1099-4300
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e20100785

Assessing systemic risk due to fire sales spillover through maximum entropy network reconstruction

Autores: Domenico Di Gangi, Fabrizio Lillo, Davide Pirino
Publicado en: Journal of Economic Dynamics and Control, Edición 94, 2018, Página(s) 117-141, ISSN 0165-1889
Editor: Elsevier BV
DOI: 10.1016/j.jedc.2018.07.001

A data-driven approach to modeling power consumption for a hybrid supercomputer

Autores: Alina Sîrbu, Ozalp Babaoglu
Publicado en: Concurrency and Computation: Practice and Experience, Edición 30/9, 2018, Página(s) e4410, ISSN 1532-0626
Editor: John Wiley & Sons Inc.
DOI: 10.1002/cpe.4410

Simulating SIR processes on networks using weighted shortest paths

Autores: Dijana Tolić, Kaj-Kolja Kleineberg, Nino Antulov-Fantulin
Publicado en: Scientific Reports, Edición 8/1, 2018, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-24648-w

What matters most to people around the world? Retrieving Better Life Index priorities on Twitter

Autores: Giuliano Resce, Diana Maynard
Publicado en: Technological Forecasting and Social Change, 2018, ISSN 0040-1625
Editor: Elsevier BV
DOI: 10.1016/j.techfore.2018.06.044

Community Discovery in Dynamic Networks

Autores: Giulio Rossetti, Rémy Cazabet
Publicado en: ACM Computing Surveys, Edición 51/2, 2018, Página(s) 1-37, ISSN 0360-0300
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3172867

A Data Mining Approach to Assess Privacy Risk in Human Mobility Data

Autores: Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Publicado en: ACM Transactions on Intelligent Systems and Technology, Edición 9/3, 2018, Página(s) 1-27, ISSN 2157-6904
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3106774

A framework for real-time semantic social media analysis

Autores: Diana Maynard, Ian Roberts, Mark A. Greenwood, Dominic Rout, Kalina Bontcheva
Publicado en: Web Semantics: Science, Services and Agents on the World Wide Web, Edición 44, 2017, Página(s) 75-88, ISSN 1570-8268
Editor: Elsevier BV
DOI: 10.1016/j.websem.2017.05.002

MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering

Autores: Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch, Natalia Andrienko, Gennady Andrienko, Andreas Kerren
Publicado en: IEEE Transactions on Visualization and Computer Graphics, Edición 22/1, 2016, Página(s) 11-20, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2015.2468111

DNA-Inspired Online Behavioral Modeling and Its Application to Spambot Detection

Autores: Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi
Publicado en: IEEE Intelligent Systems, Edición 31/5, 2016, Página(s) 58-64, ISSN 1541-1672
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mis.2016.29

Inferring monopartite projections of bipartite networks: an entropy-based approach

Autores: Fabio Saracco, Mika J Straka, Riccardo Di Clemente, Andrea Gabrielli, Guido Caldarelli, Tiziano Squartini
Publicado en: New Journal of Physics, Edición 19/5, 2017, Página(s) 053022, ISSN 1367-2630
Editor: Institute of Physics Publishing
DOI: 10.1088/1367-2630/aa6b38

Quality versus efficiency in document scoring with learning-to-rank models

Autores: Gabriele Capannini, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto
Publicado en: Information Processing & Management, Edición 52/6, 2016, Página(s) 1161-1177, ISSN 0306-4573
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.ipm.2016.05.004

Enhanced capital-asset pricing model for the reconstruction of bipartite financial networks

Autores: Tiziano Squartini, Assaf Almog, Guido Caldarelli, Iman van Lelyveld, Diego Garlaschelli, Giulio Cimini
Publicado en: Physical Review E, Edición 96/3, 2017, ISSN 2470-0045
Editor: APS Physics -Physical review
DOI: 10.1103/physreve.96.032315

An Interactive Approach for Exploration of Flows Through Direction-Based Filtering

Autores: Katerina Vrotsou, Georg Fuchs, Natalia Andrienko, Gennady Andrienko
Publicado en: Journal of Geovisualization and Spatial Analysis, Edición 1/1-2, 2017, ISSN 2509-8810
Editor: Springer International Publishing
DOI: 10.1007/s41651-017-0001-7

Online Social Networks and information diffusion: The role of ego networks

Autores: Valerio Arnaboldi, Marco Conti, Andrea Passarella, Robin I.M. Dunbar
Publicado en: Online Social Networks and Media, Edición 1, 2017, Página(s) 44-55, ISSN 2468-6964
Editor: Elsevier
DOI: 10.1016/j.osnem.2017.04.001

A communication efficient distributed learning framework for smart environments

Autores: Lorenzo Valerio, Andrea Passarella, Marco Conti
Publicado en: Pervasive and Mobile Computing, Edición 41, 2017, Página(s) 46-68, ISSN 1574-1192
Editor: Elsevier BV
DOI: 10.1016/j.pmcj.2017.07.014

MyWay: Location prediction via mobility profiling

Autores: R. Trasarti, R. Guidotti, A. Monreale, F. Giannotti
Publicado en: Information Systems, Edición 64, 2017, Página(s) 350-367, ISSN 0306-4379
Editor: Elsevier Science & Technology
DOI: 10.1016/j.is.2015.11.002

Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic

Autores: Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
Publicado en: ISPRS International Journal of Geo-Information, Edición 4/2, 2015, Página(s) 591-606, ISSN 2220-9964
Editor: MDPI AG
DOI: 10.3390/ijgi4020591

Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics

Autores: Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
Publicado en: Information Systems, Edición 57, 2016, Página(s) 172-194, ISSN 0306-4379
Editor: Elsevier Science & Technology
DOI: 10.1016/j.is.2015.08.007

Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data

Autores: Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jo Wood
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2016, Página(s) 1-1, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVCG.2016.2616404

State Transition Graphs for Semantic Analysis of Movement Behaviours

Autores: Natalia Andrienko, Gennady Andrienko
Publicado en: Information Visualization, 2017, Página(s) 147387161769284, ISSN 1473-8716
Editor: Palgrave Macmillan Ltd.
DOI: 10.1177/1473871617692841

Homophilic network decomposition: a community-centric analysis of online social services

Autores: Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Publicado en: Social Network Analysis and Mining, Edición 6/1, 2016, ISSN 1869-5450
Editor: Springer
DOI: 10.1007/s13278-016-0411-4

Tiles: an online algorithm for community discovery in dynamic social networks

Autores: Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
Publicado en: Machine Learning, 2016, ISSN 0885-6125
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10994-016-5582-8

An analytical framework to nowcast well-being using mobile phone data

Autores: Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
Publicado en: International Journal of Data Science and Analytics, Edición 2/1-2, 2016, Página(s) 75-92, ISSN 2364-415X
Editor: Springer
DOI: 10.1007/s41060-016-0013-2

Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model

Autores: Luca Pappalardo, Salvatore Rinzivillo, Filippo Simini
Publicado en: Procedia Computer Science, Edición 83, 2016, Página(s) 934-939, ISSN 1877-0509
Editor: Elsevier
DOI: 10.1016/j.procs.2016.04.188

Compressed Cache-Oblivious String B-Tree

Autores: Paolo Ferragina, Rossano Venturini
Publicado en: ACM Transactions on Algorithms, Edición 12/4, 2016, Página(s) 1-17, ISSN 1549-6325
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/2903141

Centrality metrics and localization in core-periphery networks

Autores: Paolo Barucca, Daniele Tantari, Fabrizio Lillo
Publicado en: Journal of Statistical Mechanics: Theory and Experiment, Edición 2016/2, 2016, Página(s) 023401, ISSN 1742-5468
Editor: Institute of Physics
DOI: 10.1088/1742-5468/2016/02/023401

Clustered Elias-Fano Indexes

Autores: Giulio Ermanno Pibiri, Rossano Venturini
Publicado en: ACM Transactions on Information Systems, Edición 36/1, 2017, Página(s) 1-33, ISSN 1046-8188
Editor: Association for Computing Machinary, Inc.
DOI: 10.1145/3052773

Disentangling bipartite and core-periphery structure in financial networks

Autores: Paolo Barucca, Fabrizio Lillo
Publicado en: Chaos, Solitons & Fractals, Edición 88, 2016, Página(s) 244-253, ISSN 0960-0779
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.chaos.2016.02.004

Optimal information diffusion in stochastic block models

Autores: Gianbiagio Curato, Fabrizio Lillo
Publicado en: Physical Review E, Edición 94/3, 2016, ISSN 2470-0045
Editor: American Physical Society
DOI: 10.1103/PhysRevE.94.032310

Statistical characterization of deviations from planned flight trajectories in air traffic management

Autores: C. Bongiorno, G. Gurtner, F. Lillo, R.N. Mantegna, S. Miccichè
Publicado en: Journal of Air Transport Management, Edición 58, 2017, Página(s) 152-163, ISSN 0969-6997
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.jairtraman.2016.10.009

A supervised approach for intra-/inter-community interaction prediction in dynamic social networks

Autores: Giulio Rossetti, Riccardo Guidotti, Ioanna Miliou, Dino Pedreschi, Fosca Giannotti
Publicado en: Social Network Analysis and Mining, Edición 6/1, 2016, ISSN 1869-5450
Editor: Springer
DOI: 10.1007/s13278-016-0397-y

Modeling Urban Behavior by Mining Geotagged Social Data

Autores: Emre Celikten, Geraud Le Falher, Michael Mathioudakis
Publicado en: IEEE Transactions on Big Data, 2016, Página(s) 1-1, ISSN 2332-7790
Editor: IEEE
DOI: 10.1109/TBDATA.2016.2628398

Network Structure, Metadata, and the Prediction of Missing Nodes and Annotations

Autores: Darko Hric, Tiago P. Peixoto, Santo Fortunato
Publicado en: Physical Review X, Edición 6/3, 2016, ISSN 2160-3308
Editor: American Physical Society
DOI: 10.1103/PhysRevX.6.031038

Network reconstruction via density sampling

Autores: Tiziano Squartini, Giulio Cimini, Andrea Gabrielli, Diego Garlaschelli
Publicado en: Applied Network Science, Edición 2/1, 2017, ISSN 2364-8228
Editor: Springer
DOI: 10.1007/s41109-017-0021-8

Self-regulatory information sharing in participatory social sensing

Autores: Evangelos Pournaras, Jovan Nikolic, Pablo Velásquez, Marcello Trovati, Nik Bessis, Dirk Helbing
Publicado en: EPJ Data Science, Edición 5/1, 2016, ISSN 2193-1127
Editor: Springer
DOI: 10.1140/epjds/s13688-016-0074-4

Distress Propagation in Complex Networks: The Case of Non-Linear DebtRank

Autores: Marco Bardoscia, Fabio Caccioli, Juan Ignacio Perotti, Gianna Vivaldo, Guido Caldarelli
Publicado en: PLOS ONE, Edición 11/10, 2016, Página(s) e0163825, ISSN 1932-6203
Editor: Public Library of Science
DOI: 10.1371/journal.pone.0163825

HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures

Autores: Leonardo Candela, Paolo Manghi, Fosca Gianotti, Valerio Grossi, Roberto Trasarti
Publicado en: D-Lib Magazine, Edición 23/1/2, 2017, ISSN 1082-9873
Editor: Corporation for National Research Initiatives
DOI: 10.1045/january2017-candela

Blockchain inefficiency in the Bitcoin peers network

Autores: Giuseppe Pappalardo, Tiziana Di Matteo, Guido Caldarelli, Tomaso Aste
Publicado en: EPJ Data Science, Edición 7/1, 2018, ISSN 2193-1127
Editor: Springer Open
DOI: 10.1140/epjds/s13688-018-0159-3

The statistical physics of real-world networks

Autores: Giulio Cimini, Tiziano Squartini, Fabio Saracco, Diego Garlaschelli, Andrea Gabrielli, Guido Caldarelli
Publicado en: Nature Reviews Physics, Edición 1/1, 2019, Página(s) 58-71, ISSN 2522-5820
Editor: Nature
DOI: 10.1038/s42254-018-0002-6

Detecting core-periphery structures by surprise

Autores: J. van Lidth de Jeude, G. Caldarelli, T. Squartini
Publicado en: EPL (Europhysics Letters), Edición 125/6, 2019, Página(s) 68001, ISSN 1286-4854
Editor: EPL (Europhysics Letters)
DOI: 10.1209/0295-5075/125/68001

Structural changes in the interbank market across the financial crisis from multiple core–periphery analysis

Autores: Sadamori Kojaku, Giulio Cimini, Guido Caldarelli, Naoki Masuda
Publicado en: The Journal of Network Theory in Finance, Edición 4/3, 2018, Página(s) 33-51, ISSN 2055-7795
Editor: Journal of Network Theory in Finance
DOI: 10.21314/jntf.2018.044

Multiple structural transitions in interacting networks

Autores: Giacomo Rapisardi, Alex Arenas, Guido Caldarelli, Giulio Cimini
Publicado en: Physical Review E, Edición 98/1, 2018, ISSN 2470-0045
Editor: PubMed
DOI: 10.1103/physreve.98.012302

Entropy-based randomization of rating networks

Autores: Carolina Becatti, Guido Caldarelli, Fabio Saracco
Publicado en: Physical Review E, Edición 99/2, 2019, ISSN 2470-0045
Editor: PubMed
DOI: 10.1103/physreve.99.022306

Computational modelling and data-driven techniques for systems analysis

Autores: Stan Matwin, Luca Tesei, Roberto Trasarti
Publicado en: Journal of Intelligent Information Systems, Edición 52/3, 2019, Página(s) 473-475, ISSN 0925-9902
Editor: Kluwer Academic Publishers
DOI: 10.1007/s10844-019-00554-z

Energy efficient distributed analytics at the edge of the network for IoT environments

Autores: Lorenzo Valerio, Marco Conti, Andrea Passarella
Publicado en: Pervasive and Mobile Computing, Edición 51, 2018, Página(s) 27-42, ISSN 1574-1192
Editor: Elsevier BV
DOI: 10.1016/j.pmcj.2018.09.004

Analysis of the Impact of Interpolation Methods of Missing RR-intervals Caused by Motion Artifacts on HRV Features Estimations

Autores: Davide Morelli, Alessio Rossi, Massimo Cairo, David A. Clifton
Publicado en: Sensors, Edición 19/14, 2019, Página(s) 3163, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19143163

Semantics-Space-Time Cube. A Conceptual Framework for Systematic Analysis of Texts in Space and Time

Autores: Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2019, Página(s) 1-1, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2018.2882449

Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling

Autores: Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2018, Página(s) 1-1, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2018.2889054

Constructing Spaces and Times for Tactical Analysis in Football

Autores: Gennady Andrienko, Natalia Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel
Publicado en: IEEE Transactions on Visualization and Computer Graphics, 2019, Página(s) 1-1, ISSN 1077-2626
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvcg.2019.2952129

Generalized network dismantling

Autores: Xiao-Long Ren, Niels Gleinig, Dirk Helbing, Nino Antulov-Fantulin
Publicado en: Proceedings of the National Academy of Sciences, Edición 116/14, 2019, Página(s) 6554-6559, ISSN 0027-8424
Editor: National Academy of Sciences
DOI: 10.1073/pnas.1806108116

Holarchic structures for decentralized deep learning: a performance analysis

Autores: Evangelos Pournaras, Srivatsan Yadhunathan, Ada Diaconescu
Publicado en: Cluster Computing, 2019, ISSN 1386-7857
Editor: Baltzer Science Publishers B.V.
DOI: 10.1007/s10586-019-02906-4

Socio-technical smart grid optimization via decentralized charge control of electric vehicles

Autores: Evangelos Pournaras, Seoho Jung, Srivatsan Yadhunathan, Huiting Zhang, Xingliang Fang
Publicado en: Applied Soft Computing, Edición 82, 2019, Página(s) 105573, ISSN 1568-4946
Editor: Elsevier BV
DOI: 10.1016/j.asoc.2019.105573

A machine learning approach to online fault classification in HPC systems

Autores: Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Publicado en: Future Generation Computer Systems, 2019, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2019.11.029

Estimating PageRank deviations in crawled graphs

Autores: Helge Holzmann, Avishek Anand, Megha Khosla
Publicado en: Applied Network Science, Edición 4/1, 2019, ISSN 2364-8228
Editor: SpringerOpen
DOI: 10.1007/s41109-019-0201-9

Effects of memory on spreading processes in non-Markovian temporal networks

Autores: Oliver E Williams, Fabrizio Lillo, Vito Latora
Publicado en: New Journal of Physics, Edición 21/4, 2019, Página(s) 043028, ISSN 1367-2630
Editor: Institute of Physics Publishing
DOI: 10.1088/1367-2630/ab13fb

Clusters of Investors Around Initial Public Oﬀering

Autores: Margarita Baltakienė, Kęstutis Baltakys, Juho Kanniainen, Dino Pedreschi, Fabrizio Lillo
Publicado en: SSRN Electronic Journal, 2019, ISSN 1556-5068
Editor: SSRN
DOI: 10.2139/ssrn.3396911

Optimal positioning of storage systems in microgrids based on complex networks centrality measures

Autores: Saman Korjani, Angelo Facchini, Mario Mureddu, Guido Caldarelli, Alfonso Damiano
Publicado en: Scientific Reports, Edición 8/1, 2018, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/s41598-018-35128-6

Portfolio analysis and geographical allocation of renewable sources: A stochastic approach

Autores: Antonio Scala, Angelo Facchini, Umberto Perna, Riccardo Basosi
Publicado en: Energy Policy, Edición 125, 2019, Página(s) 154-159, ISSN 0301-4215
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.enpol.2018.10.034

PRIMULE: Privacy risk mitigation for user profiles

Autores: Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti
Publicado en: Data & Knowledge Engineering, 2019, Página(s) 101786, ISSN 0169-023X
Editor: Elsevier BV
DOI: 10.1016/j.datak.2019.101786

Changes to Gate Closure and its impact on wholesale electricity prices: The case of the UK

Autores: Angelo Facchini, Alessandro Rubino, Guido Caldarelli, Giuseppe Di Liddo
Publicado en: Energy Policy, Edición 125, 2019, Página(s) 110-121, ISSN 0301-4215
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.enpol.2018.10.047

Meaningful Explanations of Black Box AI Decision Systems

Autores: Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini
Publicado en: Proceedings of the AAAI Conference on Artificial Intelligence, Edición 33, 2019, Página(s) 9780-9784, ISSN 2374-3468
Editor: AAAI Conference on Artificial Intelligence
DOI: 10.1609/aaai.v33i01.33019780

Corporate payments networks and credit risk rating

Autores: Elisa Letizia, Fabrizio Lillo
Publicado en: EPJ Data Science, Edición 8/1, 2019, ISSN 2193-1127
Editor: SpringerOpen
DOI: 10.1140/epjds/s13688-019-0197-5

PlayeRank

Autores: Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti
Publicado en: ACM Transactions on Intelligent Systems and Technology, Edición 10/5, 2019, Página(s) 1-27, ISSN 2157-6904
Editor: Association for Computing Machinery (ACM)
DOI: 10.1145/3343172

The italian music superdiversity

Autores: Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi
Publicado en: Multimedia Tools and Applications, Edición 78/3, 2019, Página(s) 3297-3319, ISSN 1380-7501
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11042-018-6511-6

Collective synchronization and high frequency systemic instabilities in financial markets

Autores: Lucio Maria Calcagnile, Giacomo Bormetti, Michele Treccani, Stefano Marmi, Fabrizio Lillo
Publicado en: Quantitative Finance, Edición 18/2, 2017, Página(s) 237-247, ISSN 1469-7688
Editor: Institute of Physics Publishing
DOI: 10.1080/14697688.2017.1403141

Automatic controversy detection in social media: A content-independent motif-based approach

Autores: Mauro Coletto, Kiran Garimella, Aristides Gionis, Claudio Lucchese
Publicado en: Online Social Networks and Media, Edición 3-4, 2017, Página(s) 22-31, ISSN 2468-6964
Editor: Elsevier
DOI: 10.1016/j.osnem.2017.10.001

CDLIB: a python library to extract, compare and evaluate communities from complex networks

Autores: Giulio Rossetti, Letizia Milli, Rémy Cazabet
Publicado en: Applied Network Science, Edición 4/1, 2019, ISSN 2364-8228
Editor: SpringerOpen
DOI: 10.1007/s41109-019-0165-9

Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences

Autores: Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Publicado en: IEEE Transactions on Knowledge and Data Engineering, Edición 31/11, 2019, Página(s) 2151-2163, ISSN 1041-4347
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2018.2872587

Recognizing Residents and Tourists with Retail Data Using Shopping Profiles

Autores: Riccardo Guidotti, Lorenzo Gabrielli
Publicado en: Smart Objects and Technologies for Social Good, Edición 233, 2018, Página(s) 353-363, ISBN 978-3-319-76110-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-76111-4_35

The Principle of Purpose Limitation and Big Data

Autores: Nikolaus Forgó, Stefanie Hänold, Benjamin Schütze
Publicado en: 2017, Página(s) 17-42
Editor: Springer Singapore
DOI: 10.1007/978-981-10-5038-1_2

FINJ: A Fault Injection Tool for HPC Systems

Autores: Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Publicado en: Euro-Par 2018: Parallel Processing Workshops - Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers, Edición 11339, 2019, Página(s) 800-812, ISBN 978-3-030-10548-8
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-10549-5_62

Document Aboutness via Sophisticated Syntactic and Semantic Features

Autores: Marco Ponza, Paolo Ferragina, Francesco Piccinno
Publicado en: Natural Language Processing and Information Systems, Edición 10260, 2017, Página(s) 441-453, ISBN 978-3-319-59568-9
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-59569-6_53

Evaluating Top-K Approximate Patterns via Text Clustering

Autores: Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Publicado en: Big Data Analytics and Knowledge Discovery, Edición 9829, 2016, Página(s) 114-127, ISBN 978-3-319-43945-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-43946-4_8

Audio Ergo Sum

Autores: Riccardo Guidotti, Giulio Rossetti, Dino Pedreschi
Publicado en: Software Technologies: Applications and Foundations, Edición 9946, 2016, Página(s) 51-66, ISBN 978-3-319-50229-8
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-50230-4_5

Going Beyond GDP to Nowcast Well-Being Using Retail Market Data

Autores: Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli
Publicado en: Advances in Network Science, Edición 9564, 2016, Página(s) 29-42, ISBN 978-3-319-28360-9
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-28361-6_3

Analysis of Co-authorship Ego Networks

Autores: Valerio Arnaboldi, Robin I. M. Dunbar, Andrea Passarella, Marco Conti
Publicado en: Advances in Network Science, Edición 9564, 2016, Página(s) 82-96, ISBN 978-3-319-28360-9
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-28361-6_7

A Novel Approach to Predict Retweets and Replies Based on Privacy and Complexity-Aware Feature Planes

Autores: Kamini Garg, Valerio Arnaboldi, Silvia Giordano
Publicado en: Complex Networks & Their Applications V, Edición 693, 2017, Página(s) 459-471, ISBN 978-3-319-50900-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-50901-3_37

Modeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia

Autores: Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile Šikić
Publicado en: Complex Networks & Their Applications VI, Edición 689, 2018, Página(s) 1015-1027, ISBN 978-3-319-72149-1
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-72150-7_82

Assessing Privacy Risk in Retail Data

Autores: Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo
Publicado en: Personal Analytics and Privacy. An Individual and Collective Perspective, Edición 10708, 2017, Página(s) 17-22, ISBN 978-3-319-71969-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-71970-2_3

Methods for Reconstructing Interbank Networks from Limited Information: A Comparison

Autores: Piero Mazzarisi, Fabrizio Lillo
Publicado en: Econophysics and Sociophysics: Recent Progress and Future Directions, 2017, Página(s) 201-215, ISBN 978-3-319-47704-6
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-47705-3_15

Predicting Movies’ Box Office Result - A Large Scale Study Across Hollywood and Bollywood

Autores: Risko Ruus, Rajesh Sharma
Publicado en: Complex Networks and Their Applications VIII - Volume 2 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Edición 882, 2020, Página(s) 982-994, ISBN 978-3-030-36682-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-36683-4_78

Ensemble Approach for Generalized Network Dismantling

Autores: Xiao-Long Ren, Nino Antulov-Fantulin
Publicado en: Complex Networks and Their Applications VIII - Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Edición 881, 2020, Página(s) 783-793, ISBN 978-3-030-36686-5
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-36687-2_65

Impact of Natural and Social Events on Mobile Call Data Records – An Estonian Case Study

Autores: Hendrik Hiir, Rajesh Sharma, Anto Aasa, Erki Saluveer
Publicado en: Complex Networks and Their Applications VIII - Volume 2 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Edición 882, 2020, Página(s) 415-426, ISBN 978-3-030-36682-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-36683-4_34

Privacy Risk for Individual Basket Patterns

Autores: Roberto Pellungrini, Anna Monreale, Riccardo Guidotti
Publicado en: ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Edición 11054, 2019, Página(s) 141-155, ISBN 978-3-030-13462-4
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-13463-1_11

Constraint Programming-Based Job Dispatching for Modern HPC Applications

Autores: Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Ozalp Babaoglu
Publicado en: Principles and Practice of Constraint Programming - 25th International Conference, CP 2019, Stamford, CT, USA, September 30 – October 4, 2019, Proceedings, Edición 11802, 2019, Página(s) 438-455, ISBN 978-3-030-30047-0
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-30048-7_26

Online Fault Classification in HPC Systems Through Machine Learning

Autores: Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Publicado en: Euro-Par 2019: Parallel Processing - 25th International Conference on Parallel and Distributed Computing, Göttingen, Germany, August 26–30, 2019, Proceedings, Edición 11725, 2019, Página(s) 3-16, ISBN 978-3-030-29399-4
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-29400-7_1

Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data

Autores: Simone Bertoli, Paolo Cintia, Fosca Giannotti, Etienne Madinier, Caglar Ozden, Michael Packard, Dino Pedreschi, Hillel Rapoport, Alina Sîrbu, Biagio Speciale
Publicado en: Guide to Mobile Data Analytics in Refugee Scenarios - The 'Data for Refugees Challenge' Study, 2019, Página(s) 179-199, ISBN 978-3-030-12553-0
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-12554-7_10

Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers

Autores: Riccardo Guidotti, Anna Monreale, Leonardo Cariaggi
Publicado en: Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I, Edición 11439, 2019, Página(s) 55-68, ISBN 978-3-030-16147-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-16148-4_5

Analyzing Privacy Risk in Human Mobility Data

Autores: Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Publicado en: Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Toulouse, France, June 25-29, 2018, Revised Selected Papers, Edición 11176, 2018, Página(s) 114-129, ISBN 978-3-030-04770-2
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-04771-9_10

On the Equivalence Between Community Discovery and Clustering

Autores: Riccardo Guidotti, Michele Coscia
Publicado en: Smart Objects and Technologies for Social Good, Edición 233, 2018, Página(s) 342-352, ISBN 978-3-319-76110-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-76111-4_34

Personal Analytics and Privacy. An Individual and Collective Perspective

Autores: Riccardo Guidotti, Anna Monreale, Dino Pedreschi, Serge Abiteboul
Publicado en: Lecture Notes in Computer Science, 2017, ISBN 978-3-319-71970-2
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-71970-2

A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth

Autores: Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo
Publicado en: 2016, Página(s) 133-144
Editor: Springer International Publishing
DOI: 10.1007/978-3-319-30569-1_10

Cashtag piggybacking: uncovering spam and bot activity in stock microblogs on Twitter

Autores: Cresci, Stefano; Lillo, Fabrizio; Regoli, Daniele; Tardelli, Serena; Tesconi, Maurizio
Publicado en: Edición 2, 2018
Editor: Cornell University Library

From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths

Autores: Adriaens, Florian; De Bie, Tijl; Gionis, Aristides; Lijffijt, Jefrey; Rozenshtein, Polina
Publicado en: Edición 2, 2018
Editor: arxiv.org

A dynamic network model with persistent links and node-specific latent variables, with an application to the interbank market

Autores: Mazzarisi, Piero; Barucca, Paolo; Lillo, Fabrizio; Tantari, Daniele
Publicado en: Edición 3, 2017
Editor: arxiv.org

Generalized Network Dismantling

Autores: Ren, Xiao-Long; Gleinig, Niels; Helbing, Dirk; Antulov-Fantulin, Nino
Publicado en: Edición 3, 2018
Editor: arxiv

Characterizing Fan Behavior to Study Para Social Breakups

Autores: Garimella, Kiran; Cohen, Jonathan; Weber, Ingmar
Publicado en: Edición 3, 2017
Editor: arxiv.org

Uncovering intimate and casual relationships from mobile phone communication.

Autores: Kunal Bhattacharya, Daniel Monsivais and Kimmo Kaski (Aalto University), Mikaela Fudolig and Hang Hyun Jo (Asia Pacific Center for Theoretical Physics)
Publicado en: 2018
Editor: arxiv.org

PlayeRank: Multi-dimensional and role-aware rating of soccer player performance

Autores: L. Pappalardo, P. Cintia, P. Ferragina, E. Massucco, D. Pedreschi, F. Giannotti
Publicado en: 2018
Editor: arxiv.org

Prediction of next career moves from scientific profiles

Autores: Charlotte James, Luca Pappalardo, Alina Sirbu, and Filippo Simini
Publicado en: 2018
Editor: arxiv.org

PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems

Autores: Francesca Pratesi, Anna Monreale, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi, Tadashi Yanagihara
Publicado en: 2018
Editor: Transactions on Data Privacy

RumourEval 2019: Determining Rumour Veracity and Support for Rumours

Autores: Gorrell, Genevieve; Bontcheva, Kalina; Derczynski, Leon; Kochkina, Elena; Liakata, Maria; Zubiaga, Arkaitz
Publicado en: Edición 5, 2019
Editor: ArXiv

Harnessing the Social Sensing revolution: Challenges and Opportunities

Autores: Stefano Cresci
Publicado en: 2018
Editor: University of Pisa, Italy

Detectability of ranking hierarchies in directed networks

Autores: Elisa Letizia, Paolo Barucca, Fabrizio Lillo
Publicado en: arXiv.org e-Print archive, 2016, ISSN 2331-8422
Editor: Cornell University

The Ebb and Flow of Controversial Debates on Social Media

Autores: Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Publicado en: arXiv.org e-Print archive, 2017, ISSN 2331-8422
Editor: Cornell University

Time augmented bond percolation mapping of spreading dynamics on networks

Autores: Nino Antulov-Fantulin, Dijana Tolic
Publicado en: arXiv.org e-Print archive, 2016, ISSN 2331-8422
Editor: Cornell University

PRUDEnce: A system for assessing privacy risk vs utility in data sharing ecosystems

Autores: Pratesi, Francesca; Monreale, Anna; Trasarti, Roberto; Giannotti, Fosca; Pedreschi, Dino; Yanagihara, Tadashi
Publicado en: Transactions on Data Privacy 2018, Edición 5, 2018, ISSN 1888-5063
Editor: Institut d'Investigacio en Intel-ligencia Artificial - Consejo Superior Investigaciones Cientificas (IIIA-CSIC)

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