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SoBigData Research Infrastructure

Deliverables

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

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.

Resource adaptation to register to the e-infrastructure 2

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.

Social mining method and service integration 3

Consolidated design and integration of enhanced methods and services.

Evaluation Framework Toolkit and Datasets 1

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.

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 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 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

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.

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 T11.1 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. D11.1 will also contain the design specification of the SoBigData evaluation framework, based on the results from the first 6 months of work in T11.2. KCL will lead this deliverable, with contributions provided by all partners from T11.1& 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

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.

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

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.

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

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.

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

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.

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

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.

VA e-Infrastructure Service Provision and Operation Report 1

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.

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 D10.2 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.

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Publications

Factors in Recommending Contrarian Content on Social Media

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Page(s) 263-266
DOI: 10.1145/3091478.3091515

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

Author(s): Frederick Ayala-Gómez, Bálint Daróczy, Michael Mathioudakis, András Benczúr, Aristides Gionis
Published in: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Page(s) 93-102
DOI: 10.1145/3091478.3091485

Finding topical experts in Twitter via query-dependent personalized PageRank

Author(s): Preethi Lahoti, Gianmarco De Francisci Morales, Aristides Gionis
Published in: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017 - ASONAM '17, 2017, Page(s) 155-162
DOI: 10.1145/3110025.3110044

The Effect of Collective Attention on Controversial Debates on Social Media

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Page(s) 43-52
DOI: 10.1145/3091478.3091486

Active Network Alignment - A Matching-Based Approach

Author(s): Eric Malmi, Aristides Gionis, Evimaria Terzi
Published in: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17, 2017, Page(s) 1687-1696
DOI: 10.1145/3132847.3132983

The network-untangling problem

Author(s): Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis
Published in: 2017, Page(s) 701-716
DOI: 10.1007/978-3-319-71249-9_42

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

Author(s): Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis
Published in: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17, 2017, Page(s) 1017-1025
DOI: 10.1145/3097983.3098199

Human Perception of Performance

Author(s): Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-Laszlo Barabasi
Published in: 2017

Balancing information exposure in social networks

Author(s): Kiran Garimella, Aristides Gionis, Nikos Parotsidis, Nikolaj Tatti
Published in: 31st Annual Conference on Neural Information Processing Systems (NIPS), 2018

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

Author(s): A. Rossi, L. Pappalardo, P. Cintia, J. Fernandez, M. F. Iaia, D. Medina
Published in: MLSA@PKDD/ECML, 2017

On the Equivalence Between Community Discovery and Clustering

Author(s): R. Guidotti, M. Coscia
Published in: International Conference on Smart Objects and Technologies for Social Good GOODTECHS 2017: Smart Objects and Technologies for Social Good, 2018

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

Author(s): Emina Boudemagh, Izabela Moise
Published in: Eleventh International AAAI Conference on Web and Social Media, 2017

The Fractal Dimension of Music

Author(s): Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi
Published in: 2017, Page(s) 183-194
DOI: 10.1007/978-3-319-76111-4_19

Clustering Individual Transactional Data for Masses of Users

Author(s): Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
Published in: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '17, 2017, Page(s) 195-204
DOI: 10.1145/3097983.3098034

Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences

Author(s): Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Published in: 2017 IEEE International Conference on Data Mining (ICDM), 2017, Page(s) 895-900
DOI: 10.1109/ICDM.2017.111

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

Author(s): Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi
Published in: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017, Page(s) 303-312
DOI: 10.1109/DSAA.2017.12

Early Signals of Trending Rumor Event in Streaming Social Media

Author(s): Shihan Wang, Izabela Moise, Dirk Helbing, Takao Terano
Published in: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC), 2017, Page(s) 654-659
DOI: 10.1109/COMPSAC.2017.115

Sensing and Mining Urban Qualities in Smart Cities

Author(s): Danielle Griego, Varin Buff, Eric Hayoz, Izabela Moise, Evangelos Pournaras
Published in: 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), 2017, Page(s) 1004-1011
DOI: 10.1109/AINA.2017.14

Recommender Systems for Banking and Financial Services

Author(s): Andrea Gigli, Fabrizio Lillo, Daniele Regoli
Published in: RecSys ACM, 2017

Data-Driven Job Dispatching in HPC Systems

Author(s): Cristian Galleguillos, Alina Sîrbu, Zeynep Kiziltan, Ozalp Babaoglu, Andrea Borghesi, Thomas Bridi
Published in: MOD 2017 - The Third International Conference on Machine Learning, Optimization and Big Data, 2017, Page(s) 449-461
DOI: 10.1007/978-3-319-72926-8_37

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

Author(s): Pedreschi, Dino; Giannotti, Fosca; Guidotti, Riccardo; Monreale, Anna; Pappalardo, Luca; Ruggieri, Salvatore; Turini, Franco
Published in: 5th International Conference on Big Data Analysis and Data Mining, Issue 1, 2018

Twitter and the Press - an Ego-Centred Analysis

Author(s): Chiara Boldrini, Mustafa Toprak, Marco Conti, Andrea Passarella
Published in: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Page(s) 1471-1478
DOI: 10.1145/3184558.3191596

Social Physics: Uncovering Human Behaviour from Communication

Author(s): Bhattacharya, Kunal; Kaski, Kimmo
Published in: Cornell University Library, Issue 2, 2018

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

Author(s): Eric Malmi, Aristides Gionis, Arno Solin
Published in: Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18, 2018, Page(s) 883-892
DOI: 10.1145/3178876.3186136

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

Author(s): Pescosolido, Loreto; Conti, Marco; Passarella, Andrea
Published in: Issue 2, 2018

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

Author(s): Preethi Lahoti, Kiran Garimella, Aristides Gionis
Published in: Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining - WSDM '18, 2018, Page(s) 351-359
DOI: 10.1145/3159652.3159669

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

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: Proceedings of the 2018 World Wide Web Conference on World Wide Web - WWW '18, 2018, Page(s) 913-922
DOI: 10.1145/3178876.3186139

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

Author(s): Vaibhav Krishna, Tian Guo, Nino Antulov-Fantulin
Published in: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), 2018, Page(s) 1289-1293
DOI: 10.1109/icdmw.2018.00183

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

Author(s): Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
Published in: Proceedings of the 2017 ACM on Web Science Conference - WebSci '17, 2017, Page(s) 259-262
DOI: 10.1145/3091478.3091514

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

Author(s): Gossen, Gerhard; Demidova, Elena; Risse, Thomas
Published in: International Conference on Theory and Practice of Digital Libraries TPDL 2017, Issue 3, 2017
DOI: 10.1007/978-3-319-67008-9_10

A Motif-based Approach for Identifying Controversy

Author(s): Coletto, Mauro; Garimella, Kiran; Gionis, Aristides; Lucchese, Claudio
Published in: THE 11TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-17), Issue 3, 2017

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

Author(s): Kiran Garimella, Gianmarco De Francisc iMorales, Aristides Gionis, Michael Mathioudakis
Published in: Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion, 2017, Page(s) 201-205
DOI: 10.1145/3041021.3054737

Finding low-tension communities

Author(s): Esther Galbrun, Behzad Golshan, Aristides Gionis, Evimaria Terzi
Published in: Proceedings of the 2017 SIAM International Conference on Data Mining, 2017, Page(s) 336-344
DOI: 10.1137/1.9781611974973.38

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

Author(s): Laura Pollacci, Alina Sîrbu, Fosca Giannotti, Dino Pedreschi, Claudio Lucchese, Cristina Ioana Muntean
Published in: Conference of the Italian Association for Artificial Intelligence AI*IA 2017, 2017, Page(s) 114-127
DOI: 10.1007/978-3-319-70169-1_9

On the Behaviour of Deviant Communities in Online Social Networks

Author(s): Coletto, Mauro; Aiello, Luca Maria; Lucchese, Claudio; Silvestri, Fabrizio
Published in: ICWSM, Issue 3, 2016

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

Author(s): Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
Published in: 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016, Page(s) 1270-1277
DOI: 10.1109/ASONAM.2016.7752401

Discovering Topically- and Temporally-Coherent Events in Interaction Networks

Author(s): Han Xiao, Polina Rozenshtein, Aristides Gionis
Published in: Joint European Conference on Machine Learning and Knowledge Discovery in Databases ECML PKDD 2016, 2016, Page(s) 690-705
DOI: 10.1007/978-3-319-46227-1_43

Information Diffusion in Complex Networks: The Active/Passive Conundrum

Author(s): Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Published in: International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2017, 2017, Page(s) 305-313
DOI: 10.1007/978-3-319-72150-7_25

NDlib: Studying Network Diffusion Dynamics

Author(s): Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sirbu, Dino Pedreschi, Fosca Giannotti
Published in: 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2017, Page(s) 155-164
DOI: 10.1109/DSAA.2017.6

Reconstructing a cascade from temporal

Author(s): Han Xiao, Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis
Published in: SIAM International Conference on Data Mining, 2018, Page(s) 666-674
DOI: 10.1137/1.9781611975321.75

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

Author(s): Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Published in: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17, 2017, Page(s) 1281-1284
DOI: 10.1145/3077136.3084140

Fast Estimation of Privacy Risk in Human Mobility

Author(s): Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Published in: International Conference on Computer Safety, Reliability, and Security SAFECOMP 2017: Computer Safety, Reliability, and Security, 2017, Page(s) 415-426
DOI: 10.1007/978-3-319-66284-8_35

Social Media Image Recognition for Food Trend Analysis

Author(s): Giuseppe Amato, Paolo Bolettieri, Vinicius Monteiro de Lira, Cristina Ioana Muntean, Raffaele Perego, Chiara Renso
Published in: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17, 2017, Page(s) 1333-1336
DOI: 10.1145/3077136.3084142

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

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: The Web Conference (WWW), 2018

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

Author(s): Antonis Matakos, Aristides Gionis
Published in: ICDM, 2018

Robust cascade reconstruction by Steiner-tree sampling

Author(s): Hax Xiao, Cigdem Aslay, Aristides Gionis
Published in: 2018

Maximizing the Diversity of Exposure in a Social Network

Author(s): Cigdem Aslay, Antonis Matakos, Esther Galbrun, Aristides Gionis
Published in: 2018 IEEE International Conference on Data Mining (ICDM), 2018, Page(s) 863-868
DOI: 10.1109/icdm.2018.00102

Explainable time series tweaking via irreversible and reversible temporal transformations

Author(s): Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, and Aristides Gionis
Published in: ICDM 2018, 2018

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

Author(s): Polina Rozenshtein, Francesco Bonchi, Aristides Gionis, Mauro Sozio, Nikolaj Tatti
Published in: 2018 IEEE International Conference on Data Mining (ICDM), 2018, Page(s) 397-406
DOI: 10.1109/icdm.2018.00055

Real-World Witness Detection in Social Media via Hybrid Crowdsensing

Author(s): Stefano Cresci, Andrea Cimino, Marco Avvenuti, Maurizio Tesconi, Felice Dell'Orletta
Published in: THE 12TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-18), 2018

Selective Gradient Boosting for Effective Learning to Rank

Author(s): Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani
Published in: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval - SIGIR '18, 2018, Page(s) 155-164
DOI: 10.1145/3209978.3210048

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

Author(s): Stefano Cresci, Fabrizio Lillo, Daniele Regoli, Serena Tardelli, Maurizio Tesconi
Published in: ICWSM, 2018

Heterogeneity-Aware Resource Allocation

Author(s): Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Ozalp Babaoglu
Published in: 2018, Page(s) 3-21
DOI: 10.1007/978-3-319-92040-5_1

Cognified Distributed Computing

Author(s): Ozalp Babaoglu, Alina Sirbu
Published in: 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), 2018, Page(s) 1180-1191
DOI: 10.1109/ICDCS.2018.00118

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

Author(s): Genevieve Gorrell, Ian Roberts, Mark A. Greenwood, Mehmet E. Bakir, Benedetta Iavarone, Kalina Bontcheva
Published in: SocInfo 2018, 2018, Page(s) 274-290
DOI: 10.1007/978-3-030-01129-1_17

Investigating Similarity of Nodes' Attributes in Topological Based Communities.

Author(s): Rajesh Sharma, Danilo Montesi
Published in: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Page(s) 1253-1260
DOI: 10.1145/3184558.3191564

Individual-Level Social Capital in Weighted and Attributed Social Networks

Author(s): Rajesh Sharma, Kevin McAreavey, Jun Hong, Faisal Ghaffar
Published in: 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018, Page(s) 1032-1037
DOI: 10.1109/asonam.2018.8508302

Diffusive Phenomena in Dynamic Networks: A Data-Driven Study

Author(s): Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Published in: International Workshop on Complex Networks CompleNet 2018, 2018, Page(s) 151-159
DOI: 10.1007/978-3-319-73198-8_13

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

Author(s): Gorrell, G., Greenwood, M. A., Roberts, I., Maynard, D. and Bontcheva, K.
Published in: International AAAI Conference on Web and Social Media, 2018

Discovering Mobility Functional Areas

Author(s): Lorenzo Gabrielli, Daniele Fadda, Giulio Rossetti, Mirco Nanni, Leonardo Piccinini, Dino Pedreschi, Fosca Giannotti, Patrizia Lattarulo
Published in: 9th Conference on Complex Networks, CompleNet 2018. Boston, US, 2018, Page(s) 311-322
DOI: 10.1007/978-3-319-73198-8_27

Privacy preserving multidimensional profiling

Author(s): Francesca Pratesi, Anna Monreale, Fosca Giannotti, Dino Pedreschi
Published in: 2018, Page(s) 142-152
DOI: 10.1007/978-3-319-76111-4_15

A Deep Neural Network Sentence Level Classification Method with Context Information

Author(s): Xingyi Song, Johann Petrak, Angus Roberts
Published in: Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018

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

Author(s): Sîrbu, Alina; Babaoglu, Ozalp
Published in: European Conference on Parallel Processing Euro-Par 2016, Issue 1, 2016
DOI: 10.1007/978-3-319-43659-3_9

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

Author(s): Ahmet Aker, Arkaitz Zubiaga, Kalina Bontcheva, Anna Kolliakou, Rob Procter, Maria Liakata
Published in: International Conference on Social Informatics SocInfo 2017, 2017, Page(s) 53-64
DOI: 10.1007/978-3-319-67256-4_6

A Two-Stage Framework for Computing Entity Relatedness in Wikipedia

Author(s): Marco Ponza, Paolo Ferragina, Soumen Chakrabarti
Published in: Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17, 2017, Page(s) 1867-1876
DOI: 10.1145/3132847.3132890

Post-Learning Optimization of Tree Ensembles for Efficient Ranking

Author(s): Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Published in: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16, 2016, Page(s) 949-952
DOI: 10.1145/2911451.2914763

Fast Feature Selection for Learning to Rank

Author(s): Andrea Gigli, Claudio Lucchese, Franco Maria Nardini, Raffaele Perego
Published in: Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval - ICTIR '16, 2016, Page(s) 167-170
DOI: 10.1145/2970398.2970433

Learning to Rank User Queries to Detect Search Tasks

Author(s): Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Gabriele Tolomei
Published in: Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval - ICTIR '16, 2016, Page(s) 157-166
DOI: 10.1145/2970398.2970407

Privacy-Preserving Outsourcing of Data Mining

Author(s): Anna Monreale, Wendy Hui Wang
Published in: 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC), 2016, Page(s) 583-588
DOI: 10.1109/compsac.2016.169

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

Author(s): Lorenzo Valerio, Andrea Passarella, Marco Conti
Published in: 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI), 2016, Page(s) 1-6
DOI: 10.1109/rtsi.2016.7740634

Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments

Author(s): Lorenzo Valerio, Andrea Passarella, Marco Conti
Published in: 2016 IEEE International Conference on Smart Computing (SMARTCOMP), 2016, Page(s) 1-8
DOI: 10.1109/smartcomp.2016.7501696

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

Author(s): Lorenzo Valerio, Andrea Passarella, Marco Conti
Published in: 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2017, Page(s) 1-9
DOI: 10.1109/wowmom.2017.7974310

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

Author(s): Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto, Rossano Venturini
Published in: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16, 2016, Page(s) 833-836
DOI: 10.1145/2911451.2914758

Behavioral entropy and profitability in retail

Author(s): Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli
Published in: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2015, Page(s) 1-10
DOI: 10.1109/dsaa.2015.7344821

Analyzing web archives through topic and event focused sub-collections

Author(s): Demidova, Elena; Risse, Thomas; Gossen, Gerhard
Published in: Proceedings of the 8th ACM Conference on Web Science - WebSci '16, 2016, Page(s) 291--295
DOI: 10.1145/2908131.2908175

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

Author(s): Natalia Andrienko, Gennady Andrienko, Georg Fuchs, Salvatore Rinzivillo, Hans-Dieter Betz
Published in: 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2015, Page(s) 1-10
DOI: 10.1109/DSAA.2015.7344880

Fast and Compact Hamming Distance Index

Author(s): Simon Gog, Rossano Venturini
Published in: Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval - SIGIR '16, 2016, Page(s) 285-294
DOI: 10.1145/2911451.2911523

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

Author(s): Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze
Published in: Proceedings of the 25th International Conference on World Wide Web - WWW '16, 2016, Page(s) 567-578
DOI: 10.1145/2872427.2883061

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

Author(s): Lorenzo Cazzoli, Rajesh Sharma, Michele Treccani, Fabrizio Lillo
Published in: 2016 Third European Network Intelligence Conference (ENIC), 2016, Page(s) 98-105
DOI: 10.1109/ENIC.2016.022

Reducing Controversy by Connecting Opposing Views

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: Proceedings of the Tenth ACM International Conference on Web Search and Data Mining - WSDM '17, 2017, Page(s) 81-90
DOI: 10.1145/3018661.3018703

Extracting Skill Endorsements from Personal Communication Data

Author(s): Darshan M. Shankaralingappa, Gianmarco De Fransicsi Morales, Aristides Gionis
Published in: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management - CIKM '16, 2016, Page(s) 1961-1964
DOI: 10.1145/2983323.2983884

Reconstructing an Epidemic Over Time

Author(s): Polina Rozenshtein, Aristides Gionis, B. Aditya Prakash, Jilles Vreeken
Published in: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16, 2016, Page(s) 1835-1844
DOI: 10.1145/2939672.2939865

Quantifying Controversy in Social Media

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: Proceedings of the Ninth ACM International Conference on Web Search and Data Mining - WSDM '16, 2016, Page(s) 33-42
DOI: 10.1145/2835776.2835792

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

Author(s): Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
Published in: Proceedings of the 25th International Conference Companion on World Wide Web - WWW '16 Companion, 2016, Page(s) 167-170
DOI: 10.1145/2872518.2901922

Tracking Language Mobility in the Twitter Landscape

Author(s): Izabela Moise, Edward Gaere, Ruben Merz, Stefan Koch, Evangelos Pournaras
Published in: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 2016, Page(s) 663-670
DOI: 10.1109/ICDMW.2016.0099

The technical hashtag in Twitter data: A hadoop experience

Author(s): Izabela Moise
Published in: 2016 IEEE International Conference on Big Data (Big Data), 2016, Page(s) 3519-3528
DOI: 10.1109/BigData.2016.7841015

Community-aware network sparsifications

Author(s): Aristides Gionis, Polina Rozenshtein, Nikolaj Tatti, Evimaria Terzi
Published in: SIAM International Conference on Data Mining, 2016, Page(s) 426-434
DOI: 10.1137/1.9781611974973.48

AncestryAI - A Tool for Exploring Computationally Inferred Family Trees

Author(s): Eric Malmi, Marko Rasa, Aristides Gionis
Published in: Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion, 2017, Page(s) 257-261
DOI: 10.1145/3041021.3054728

Media Attention to Science

Author(s): Kiran Garimella, Han Xiao
Published in: Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion, 2017, Page(s) 779-780
DOI: 10.1145/3041021.3054215

Understanding International Migration using Tensor Factorization

Author(s): Hieu Nguyen, Kiran Garimella
Published in: Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Discovering the Network Backbone from Traffic Activity Data

Author(s): Sanjay Chawla, Kiran Garimella, Aristides Gionis, Dominic Tsang
Published in: Advances in Knowledge Discovery and Data Mining, 2016, Page(s) 409-422
DOI: 10.1007/978-3-319-31753-3_33

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

Author(s): Kiran Garimella, Ingmar Weber, Munmun De Choudhury
Published in: Proceedings of the 8th ACM Conference on Web Science - WebSci '16, 2016, Page(s) 200-204
DOI: 10.1145/2908131.2908170

Social Media Image Analysis for Public Health

Author(s): Venkata Rama Kiran Garimella, Abdulrahman Alfayad, Ingmar Weber
Published in: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16, 2016, Page(s) 5543-5547
DOI: 10.1145/2858036.2858234

Mining social interactions in privacy-preserving temporal networks

Author(s): Federico Musciotto, Saverio Delpriori, Paolo Castagno, Evangelos Pournaras
Published in: 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2016, Page(s) 1103-1110
DOI: 10.1109/ASONAM.2016.7752378

SEL - A Unified Algorithm for Entity Linking and Saliency Detection

Author(s): Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Published in: Proceedings of the 2016 ACM Symposium on Document Engineering - DocEng '16, 2016, Page(s) 85-94
DOI: 10.1145/2960811.2960819

Predicting system-level power for a hybrid supercomputer

Author(s): Alina Sirbu, Ozalp Babaoglu
Published in: 2016 International Conference on High Performance Computing & Simulation (HPCS), 2016, Page(s) 826-833
DOI: 10.1109/HPCSim.2016.7568420

Maximum entropy approach to link prediction in bipartite networks

Author(s): M. Baltakiene, K. Baltakys, D. Cardamone, F. Parisi, T. Radicioni, M. Torricelli, Jeroen van Lidth de Jeude, Fabio Saracco
Published in: 2019

SCube: A Tool for Segregation Discovery

Author(s): Alessandro Baroni, Salvatore Ruggieri
Published in: 2019
DOI: 10.5441/002/edbt.2019.51

Semantically-Aware Statistical Metrics via Weighting Kernels

Author(s): Stefano Cresci, Roberto Di Pietro, Maurizio Tesconi
Published in: 2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2019, Page(s) 51-60
DOI: 10.1109/dsaa.2019.00019

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

Author(s): Stefano Cresci
Published in: 2019

Statistical embedding for directed graphs

Author(s): Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin
Published in: 2019

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

Author(s): Ye Jiang, Johann Petrak, Xingyi Song, Kalina Bontcheva, Diana Maynard
Published in: Proceedings of the 13th International Workshop on Semantic Evaluation, 2019, Page(s) 840-844
DOI: 10.18653/v1/s19-2146

Exploring Interpretable LSTM Neural Networks over Multi-Variable Data

Author(s): Tian Guo, Tao Lin, Nino Antulov-Fantulin
Published in: 2019

Sensing Social Media Signals for Cryptocurrency News

Author(s): Johannes Beck, Roberta Huang, David Lindner, Tian Guo, Zhang Ce, Dirk Helbing, Nino Antulov-Fantulin
Published in: Companion Proceedings of The 2019 World Wide Web Conference on - WWW '19, 2019, Page(s) 1051-1054
DOI: 10.1145/3308560.3316706

Node Representation Learning for Directed Graphs

Author(s): Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand
Published in: 2019

Asynchronous Training of Word Embeddings for Large Text Corpora

Author(s): Avishek Anand, Megha Khosla, Jaspreet Singh, Jan-Hendrik Zab, Zijian Zhang
Published in: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining - WSDM '19, 2019, Page(s) 168-176
DOI: 10.1145/3289600.3291011

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

Author(s): Snellman, Jan E.; Barrio, Rafael; Kaski, Kimmo
Published in: Issue 5, 2019

LEARning Next gEneration Rankers (LEARNER 2017)

Author(s): Nicola Ferro, Claudio Lucchese, Maria Maistro, Raffaele Perego
Published in: Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval - ICTIR '17, 2017, Page(s) 331-332
DOI: 10.1145/3121050.3121110

Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders

Author(s): Tian Guo, Albert Bifet, Nino Antulov-Fantulin
Published in: 2018 IEEE International Conference on Data Mining (ICDM), 2018, Page(s) 989-994
DOI: 10.1109/ICDM.2018.00123

QUANTIFYING THE RELATION BETWEEN PERFORMANCE AND SUCCESS IN SOCCER

Author(s): LUCA PAPPALARDO, PAOLO CINTIA
Published in: Advances in Complex Systems, Issue 21/03n04, 2018, Page(s) 1750014, ISSN 0219-5259
DOI: 10.1142/S021952591750014X

Simulating SIR processes on networks using weighted shortest paths

Author(s): Tolić, Dijana; Kleineberg, Kaj-Kolja; Antulov-Fantulin, Nino
Published in: Scientific Reports, 8, Issue 5, 2018, ISSN 0028-0836
DOI: 10.3929/ethz-b-000263245

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

Author(s): Bhattacharya, Kunal; Takko, Tuomas; Monsivais, Daniel; Kaski, Kimmo
Published in: Journal of the Royal Society Interface, Issue 2, 2018, ISSN 1742-5662

A Survey of Methods for Explaining Black Box Models

Author(s): Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
Published in: ACM Computing Surveys, Issue 51/5, 2018, Page(s) 1-42, ISSN 0360-0300
DOI: 10.1145/3236009

Detection and Resolution of Rumours in Social Media

Author(s): Arkaitz Zubiaga, Ahmet Aker, Kalina Bontcheva, Maria Liakata, Rob Procter
Published in: ACM Computing Surveys, Issue 51/2, 2018, Page(s) 1-36, ISSN 0360-0300
DOI: 10.1145/3161603

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

Author(s): Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Sîrbu, Dino Pedreschi, Fosca Giannotti
Published in: International Journal of Data Science and Analytics, Issue 5/1, 2018, Page(s) 61-79, ISSN 2364-4168
DOI: 10.1007/s41060-017-0086-6

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

Author(s): Dijana Tolić, Nino Antulov-Fantulin, Ivica Kopriva
Published in: Pattern Recognition, Issue 82, 2018, Page(s) 40-55, ISSN 0031-3203
DOI: 10.1016/j.patcog.2018.04.029

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

Author(s): Giulio Rossetti, Letizia Milli, Fosca Giannotti, Dino Pedreschi
Published in: PLOS ONE, Issue 12/12, 2017, Page(s) e0189096, ISSN 1932-6203
DOI: 10.1371/journal.pone.0189096

Underestimated Cost of Targeted Attacks on Complex Networks

Author(s): Xiao-Long Ren, Niels Gleinig, Dijana Tolić, Nino Antulov-Fantulin
Published in: Complexity, Issue 2018, 2018, Page(s) 1-15, ISSN 1076-2787
DOI: 10.1155/2018/9826243

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

Author(s): Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi
Published in: IEEE Transactions on Dependable and Secure Computing, 2018, Page(s) 1-1, ISSN 1545-5971
DOI: 10.1109/TDSC.2017.2681672

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

Author(s): Darko Hric, Kimmo Kaski, Mikko Kivelä
Published in: Journal of Informetrics, Issue 12/3, 2018, Page(s) 757-783, ISSN 1751-1577
DOI: 10.1016/j.joi.2018.05.004

Resolution of ranking hierarchies in directed networks

Author(s): Elisa Letizia, Paolo Barucca, Fabrizio Lillo
Published in: PLOS ONE, Issue 13/2, 2018, Page(s) e0191604, ISSN 1932-6203
DOI: 10.1371/journal.pone.0191604

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

Author(s): Giulio Rossetti
Published in: Journal of Complex Networks, Issue 5/6, 2017, Page(s) 893-912, ISSN 2051-1310
DOI: 10.1093/comnet/cnx016

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

Author(s): Giulio Rossetti, Dino Pedreschi, Fosca Giannotti
Published in: Online Social Networks and Media, Issue 3-4, 2017, Page(s) 32-48, ISSN 2468-6964
DOI: 10.1016/j.osnem.2017.10.003

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

Author(s): Mauro Coletto, Andrea Esuli, Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Chiara Renso
Published in: Online Social Networks and Media, Issue 1, 2017, Page(s) 14-32, ISSN 2468-6964
DOI: 10.1016/j.osnem.2017.03.001

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

Author(s): Talayeh Aledavood, Ana Maria Triana Hoyos, Tuomas Alakörkkö, Kimmo Kaski, Jari Saramäki, Erkki Isometsä, Richard K Darst
Published in: JMIR Research Protocols, Issue 6/6, 2017, Page(s) e110, ISSN 1929-0748
DOI: 10.2196/resprot.6919

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

Author(s): Asim Ghosh, Venla Berg, Kunal Bhattacharya, Daniel Monsivais, Janos Kertesz, Kimmo Kaski, Anna Rotkirch
Published in: Population, Space and Place, 2018, Page(s) e2208, ISSN 1544-8444
DOI: 10.1002/psp.2208

X-CLE a VER

Author(s): Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Published in: ACM Transactions on Intelligent Systems and Technology, Issue 9/6, 2018, Page(s) 1-26, ISSN 2157-6904
DOI: 10.1145/3205453

Gravity and scaling laws of city to city migration

Author(s): Rafael Prieto Curiel, Luca Pappalardo, Lorenzo Gabrielli, Steven Richard Bishop
Published in: PLOS ONE, Issue 13/7, 2018, Page(s) e0199892, ISSN 1932-6203
DOI: 10.1371/journal.pone.0199892

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

Author(s): Valerio Grossi, Beatrice Rapisarda, Fosca Giannotti, Dino Pedreschi
Published in: International Journal of Data Science and Analytics, Issue 6/3, 2018, Page(s) 205-216, ISSN 2364-415X
DOI: 10.1007/s41060-018-0126-x

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

Author(s): Alessio Rossi, Luca Pappalardo, Paolo Cintia, F. Marcello Iaia, Javier Fernàndez, Daniel Medina
Published in: PLOS ONE, Issue 13/7, 2018, Page(s) e0201264, ISSN 1932-6203
DOI: 10.1371/journal.pone.0201264

Discovering temporal regularities in retail customers’ shopping behavior

Author(s): Riccardo Guidotti, Lorenzo Gabrielli, Anna Monreale, Dino Pedreschi, Fosca Giannotti
Published in: EPJ Data Science, Issue 7/1, 2018, ISSN 2193-1127
DOI: 10.1140/epjds/s13688-018-0133-0

Data Abstraction for Visualizing Large Time Series

Author(s): G. Shurkhovetskyy, N. Andrienko, G. Andrienko, G. Fuchs
Published in: Computer Graphics Forum, Issue 37/1, 2018, Page(s) 125-144, ISSN 0167-7055
DOI: 10.1111/cgf.13237

The Electric City as a Solution to Sustainable Urban Development

Author(s): Iain D. Stewart, Chris A. Kennedy, Angelo Facchini, Renata Mele
Published in: Journal of Urban Technology, Issue 25/1, 2018, Page(s) 3-20, ISSN 1063-0732
DOI: 10.1080/10630732.2017.1386940

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

Author(s): Mario Mureddu, Angelo Facchini, Antonio Scala, Guido Caldarelli, Alfonso Damiano
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
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

Author(s): Mika J. Straka, Guido Caldarelli, Tiziano Squartini, Fabio Saracco
Published in: Journal of Statistical Physics, 2017, ISSN 0022-4715
DOI: 10.1007/s10955-018-2039-4

Entropy-based approach to missing-links prediction

Author(s): Federica Parisi, Guido Caldarelli, Tiziano Squartini
Published in: Applied Network Science, Issue 3/1, 2018, ISSN 2364-8228
DOI: 10.1007/s41109-018-0073-4

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

Author(s): Tiziano Squartini, Guido Caldarelli, Giulio Cimini, Andrea Gabrielli, Diego Garlaschelli
Published in: Physics Reports, 2018, ISSN 0370-1573
DOI: 10.1016/j.physrep.2018.06.008

Reconstructing Mesoscale Network Structures

Author(s): Jeroen van Lidth de Jeude, Riccardo Di Clemente, Guido Caldarelli, Fabio Saracco, Tiziano Squartini
Published in: Complexity, Issue 2019, 2019, Page(s) 1-13, ISSN 1076-2787
DOI: 10.1155/2019/5120581

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

Author(s): Paolo Barucca, Fabrizio Lillo
Published in: Computational Management Science, Issue 15/1, 2018, Page(s) 33-53, ISSN 1619-697X
DOI: 10.1007/s10287-017-0293-6

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

Author(s): Fulvio Corsi, Fabrizio Lillo, Davide Pirino, Luca Trapin
Published in: Journal of Financial Stability, Issue 38, 2018, Page(s) 18-36, ISSN 1572-3089
DOI: 10.1016/j.jfs.2018.06.003

Colombian Export Capabilities: Building the Firms-Products Network

Author(s): Matteo Bruno, Fabio Saracco, Tiziano Squartini, Marco Dueñas
Published in: Entropy, Issue 20/10, 2018, Page(s) 785, ISSN 1099-4300
DOI: 10.3390/e20100785

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

Author(s): Domenico Di Gangi, Fabrizio Lillo, Davide Pirino
Published in: Journal of Economic Dynamics and Control, Issue 94, 2018, Page(s) 117-141, ISSN 0165-1889
DOI: 10.1016/j.jedc.2018.07.001

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

Author(s): Alina Sîrbu, Ozalp Babaoglu
Published in: Concurrency and Computation: Practice and Experience, Issue 30/9, 2018, Page(s) e4410, ISSN 1532-0626
DOI: 10.1002/cpe.4410

Simulating SIR processes on networks using weighted shortest paths

Author(s): Dijana Tolić, Kaj-Kolja Kleineberg, Nino Antulov-Fantulin
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
DOI: 10.1038/s41598-018-24648-w

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

Author(s): Giuliano Resce, Diana Maynard
Published in: Technological Forecasting and Social Change, 2018, ISSN 0040-1625
DOI: 10.1016/j.techfore.2018.06.044

Community Discovery in Dynamic Networks

Author(s): Giulio Rossetti, Rémy Cazabet
Published in: ACM Computing Surveys, Issue 51/2, 2018, Page(s) 1-37, ISSN 0360-0300
DOI: 10.1145/3172867

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

Author(s): Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Published in: ACM Transactions on Intelligent Systems and Technology, Issue 9/3, 2018, Page(s) 1-27, ISSN 2157-6904
DOI: 10.1145/3106774

A framework for real-time semantic social media analysis

Author(s): Diana Maynard, Ian Roberts, Mark A. Greenwood, Dominic Rout, Kalina Bontcheva
Published in: Web Semantics: Science, Services and Agents on the World Wide Web, Issue 44, 2017, Page(s) 75-88, ISSN 1570-8268
DOI: 10.1016/j.websem.2017.05.002

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

Author(s): Tatiana von Landesberger, Felix Brodkorb, Philipp Roskosch, Natalia Andrienko, Gennady Andrienko, Andreas Kerren
Published in: IEEE Transactions on Visualization and Computer Graphics, Issue 22/1, 2016, Page(s) 11-20, ISSN 1077-2626
DOI: 10.1109/tvcg.2015.2468111

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

Author(s): Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi
Published in: IEEE Intelligent Systems, Issue 31/5, 2016, Page(s) 58-64, ISSN 1541-1672
DOI: 10.1109/mis.2016.29

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

Author(s): Fabio Saracco, Mika J Straka, Riccardo Di Clemente, Andrea Gabrielli, Guido Caldarelli, Tiziano Squartini
Published in: New Journal of Physics, Issue 19/5, 2017, Page(s) 053022, ISSN 1367-2630
DOI: 10.1088/1367-2630/aa6b38

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

Author(s): Gabriele Capannini, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Nicola Tonellotto
Published in: Information Processing & Management, Issue 52/6, 2016, Page(s) 1161-1177, ISSN 0306-4573
DOI: 10.1016/j.ipm.2016.05.004

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

Author(s): Tiziano Squartini, Assaf Almog, Guido Caldarelli, Iman van Lelyveld, Diego Garlaschelli, Giulio Cimini
Published in: Physical Review E, Issue 96/3, 2017, ISSN 2470-0045
DOI: 10.1103/physreve.96.032315

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

Author(s): Katerina Vrotsou, Georg Fuchs, Natalia Andrienko, Gennady Andrienko
Published in: Journal of Geovisualization and Spatial Analysis, Issue 1/1-2, 2017, ISSN 2509-8810
DOI: 10.1007/s41651-017-0001-7

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

Author(s): Valerio Arnaboldi, Marco Conti, Andrea Passarella, Robin I.M. Dunbar
Published in: Online Social Networks and Media, Issue 1, 2017, Page(s) 44-55, ISSN 2468-6964
DOI: 10.1016/j.osnem.2017.04.001

A communication efficient distributed learning framework for smart environments

Author(s): Lorenzo Valerio, Andrea Passarella, Marco Conti
Published in: Pervasive and Mobile Computing, Issue 41, 2017, Page(s) 46-68, ISSN 1574-1192
DOI: 10.1016/j.pmcj.2017.07.014

MyWay: Location prediction via mobility profiling

Author(s): R. Trasarti, R. Guidotti, A. Monreale, F. Giannotti
Published in: Information Systems, Issue 64, 2017, Page(s) 350-367, ISSN 0306-4379
DOI: 10.1016/j.is.2015.11.002

Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic

Author(s): Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
Published in: ISPRS International Journal of Geo-Information, Issue 4/2, 2015, Page(s) 591-606, ISSN 2220-9964
DOI: 10.3390/ijgi4020591

Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics

Author(s): Natalia Andrienko, Gennady Andrienko, Salvatore Rinzivillo
Published in: Information Systems, Issue 57, 2016, Page(s) 172-194, ISSN 0306-4379
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

Author(s): Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jo Wood
Published in: IEEE Transactions on Visualization and Computer Graphics, 2016, Page(s) 1-1, ISSN 1077-2626
DOI: 10.1109/TVCG.2016.2616404

State Transition Graphs for Semantic Analysis of Movement Behaviours

Author(s): Natalia Andrienko, Gennady Andrienko
Published in: Information Visualization, 2017, Page(s) 147387161769284, ISSN 1473-8716
DOI: 10.1177/1473871617692841

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

Author(s): Giulio Rossetti, Luca Pappalardo, Riivo Kikas, Dino Pedreschi, Fosca Giannotti, Marlon Dumas
Published in: Social Network Analysis and Mining, Issue 6/1, 2016, ISSN 1869-5450
DOI: 10.1007/s13278-016-0411-4

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

Author(s): Giulio Rossetti, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti
Published in: Machine Learning, 2016, ISSN 0885-6125
DOI: 10.1007/s10994-016-5582-8

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

Author(s): Luca Pappalardo, Maarten Vanhoof, Lorenzo Gabrielli, Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti
Published in: International Journal of Data Science and Analytics, Issue 2/1-2, 2016, Page(s) 75-92, ISSN 2364-415X
DOI: 10.1007/s41060-016-0013-2

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

Author(s): Luca Pappalardo, Salvatore Rinzivillo, Filippo Simini
Published in: Procedia Computer Science, Issue 83, 2016, Page(s) 934-939, ISSN 1877-0509
DOI: 10.1016/j.procs.2016.04.188

Compressed Cache-Oblivious String B-Tree

Author(s): Paolo Ferragina, Rossano Venturini
Published in: ACM Transactions on Algorithms, Issue 12/4, 2016, Page(s) 1-17, ISSN 1549-6325
DOI: 10.1145/2903141

Centrality metrics and localization in core-periphery networks

Author(s): Paolo Barucca, Daniele Tantari, Fabrizio Lillo
Published in: Journal of Statistical Mechanics: Theory and Experiment, Issue 2016/2, 2016, Page(s) 023401, ISSN 1742-5468
DOI: 10.1088/1742-5468/2016/02/023401

Clustered Elias-Fano Indexes

Author(s): Giulio Ermanno Pibiri, Rossano Venturini
Published in: ACM Transactions on Information Systems, Issue 36/1, 2017, Page(s) 1-33, ISSN 1046-8188
DOI: 10.1145/3052773

Disentangling bipartite and core-periphery structure in financial networks

Author(s): Paolo Barucca, Fabrizio Lillo
Published in: Chaos, Solitons & Fractals, Issue 88, 2016, Page(s) 244-253, ISSN 0960-0779
DOI: 10.1016/j.chaos.2016.02.004

Optimal information diffusion in stochastic block models

Author(s): Gianbiagio Curato, Fabrizio Lillo
Published in: Physical Review E, Issue 94/3, 2016, ISSN 2470-0045
DOI: 10.1103/PhysRevE.94.032310

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

Author(s): C. Bongiorno, G. Gurtner, F. Lillo, R.N. Mantegna, S. Miccichè
Published in: Journal of Air Transport Management, Issue 58, 2017, Page(s) 152-163, ISSN 0969-6997
DOI: 10.1016/j.jairtraman.2016.10.009

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

Author(s): Giulio Rossetti, Riccardo Guidotti, Ioanna Miliou, Dino Pedreschi, Fosca Giannotti
Published in: Social Network Analysis and Mining, Issue 6/1, 2016, ISSN 1869-5450
DOI: 10.1007/s13278-016-0397-y

Modeling Urban Behavior by Mining Geotagged Social Data

Author(s): Emre Celikten, Geraud Le Falher, Michael Mathioudakis
Published in: IEEE Transactions on Big Data, 2016, Page(s) 1-1, ISSN 2332-7790
DOI: 10.1109/TBDATA.2016.2628398

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

Author(s): Darko Hric, Tiago P. Peixoto, Santo Fortunato
Published in: Physical Review X, Issue 6/3, 2016, ISSN 2160-3308
DOI: 10.1103/PhysRevX.6.031038

Network reconstruction via density sampling

Author(s): Tiziano Squartini, Giulio Cimini, Andrea Gabrielli, Diego Garlaschelli
Published in: Applied Network Science, Issue 2/1, 2017, ISSN 2364-8228
DOI: 10.1007/s41109-017-0021-8

Self-regulatory information sharing in participatory social sensing

Author(s): Evangelos Pournaras, Jovan Nikolic, Pablo Velásquez, Marcello Trovati, Nik Bessis, Dirk Helbing
Published in: EPJ Data Science, Issue 5/1, 2016, ISSN 2193-1127
DOI: 10.1140/epjds/s13688-016-0074-4

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

Author(s): Marco Bardoscia, Fabio Caccioli, Juan Ignacio Perotti, Gianna Vivaldo, Guido Caldarelli
Published in: PLOS ONE, Issue 11/10, 2016, Page(s) e0163825, ISSN 1932-6203
DOI: 10.1371/journal.pone.0163825

HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures

Author(s): Leonardo Candela, Paolo Manghi, Fosca Gianotti, Valerio Grossi, Roberto Trasarti
Published in: D-Lib Magazine, Issue 23/1/2, 2017, ISSN 1082-9873
DOI: 10.1045/january2017-candela

Blockchain inefficiency in the Bitcoin peers network

Author(s): Giuseppe Pappalardo, Tiziana Di Matteo, Guido Caldarelli, Tomaso Aste
Published in: EPJ Data Science, Issue 7/1, 2018, ISSN 2193-1127
DOI: 10.1140/epjds/s13688-018-0159-3

The statistical physics of real-world networks

Author(s): Giulio Cimini, Tiziano Squartini, Fabio Saracco, Diego Garlaschelli, Andrea Gabrielli, Guido Caldarelli
Published in: Nature Reviews Physics, Issue 1/1, 2019, Page(s) 58-71, ISSN 2522-5820
DOI: 10.1038/s42254-018-0002-6

Detecting core-periphery structures by surprise

Author(s): J. van Lidth de Jeude, G. Caldarelli, T. Squartini
Published in: EPL (Europhysics Letters), Issue 125/6, 2019, Page(s) 68001, ISSN 1286-4854
DOI: 10.1209/0295-5075/125/68001

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

Author(s): Sadamori Kojaku, Giulio Cimini, Guido Caldarelli, Naoki Masuda
Published in: The Journal of Network Theory in Finance, Issue 4/3, 2018, Page(s) 33-51, ISSN 2055-7795
DOI: 10.21314/jntf.2018.044

Multiple structural transitions in interacting networks

Author(s): Giacomo Rapisardi, Alex Arenas, Guido Caldarelli, Giulio Cimini
Published in: Physical Review E, Issue 98/1, 2018, ISSN 2470-0045
DOI: 10.1103/physreve.98.012302

Entropy-based randomization of rating networks

Author(s): Carolina Becatti, Guido Caldarelli, Fabio Saracco
Published in: Physical Review E, Issue 99/2, 2019, ISSN 2470-0045
DOI: 10.1103/physreve.99.022306

Computational modelling and data-driven techniques for systems analysis

Author(s): Stan Matwin, Luca Tesei, Roberto Trasarti
Published in: Journal of Intelligent Information Systems, Issue 52/3, 2019, Page(s) 473-475, ISSN 0925-9902
DOI: 10.1007/s10844-019-00554-z

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

Author(s): Lorenzo Valerio, Marco Conti, Andrea Passarella
Published in: Pervasive and Mobile Computing, Issue 51, 2018, Page(s) 27-42, ISSN 1574-1192
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

Author(s): Davide Morelli, Alessio Rossi, Massimo Cairo, David A. Clifton
Published in: Sensors, Issue 19/14, 2019, Page(s) 3163, ISSN 1424-8220
DOI: 10.3390/s19143163

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

Author(s): Jie Li, Siming Chen, Wei Chen, Gennady Andrienko, Natalia Andrienko
Published in: IEEE Transactions on Visualization and Computer Graphics, 2019, Page(s) 1-1, ISSN 1077-2626
DOI: 10.1109/tvcg.2018.2882449

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

Author(s): Siming Chen, Jie Li, Gennady Andrienko, Natalia Andrienko, Yun Wang, Phong H. Nguyen, Cagatay Turkay
Published in: IEEE Transactions on Visualization and Computer Graphics, 2018, Page(s) 1-1, ISSN 1077-2626
DOI: 10.1109/tvcg.2018.2889054

Constructing Spaces and Times for Tactical Analysis in Football

Author(s): Gennady Andrienko, Natalia Andrienko, Gabriel Anzer, Pascal Bauer, Guido Budziak, Georg Fuchs, Dirk Hecker, Hendrik Weber, Stefan Wrobel
Published in: IEEE Transactions on Visualization and Computer Graphics, 2019, Page(s) 1-1, ISSN 1077-2626
DOI: 10.1109/tvcg.2019.2952129

Generalized network dismantling

Author(s): Xiao-Long Ren, Niels Gleinig, Dirk Helbing, Nino Antulov-Fantulin
Published in: Proceedings of the National Academy of Sciences, Issue 116/14, 2019, Page(s) 6554-6559, ISSN 0027-8424
DOI: 10.1073/pnas.1806108116

Holarchic structures for decentralized deep learning: a performance analysis

Author(s): Evangelos Pournaras, Srivatsan Yadhunathan, Ada Diaconescu
Published in: Cluster Computing, 2019, ISSN 1386-7857
DOI: 10.1007/s10586-019-02906-4

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

Author(s): Evangelos Pournaras, Seoho Jung, Srivatsan Yadhunathan, Huiting Zhang, Xingliang Fang
Published in: Applied Soft Computing, Issue 82, 2019, Page(s) 105573, ISSN 1568-4946
DOI: 10.1016/j.asoc.2019.105573

A machine learning approach to online fault classification in HPC systems

Author(s): Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Published in: Future Generation Computer Systems, 2019, ISSN 0167-739X
DOI: 10.1016/j.future.2019.11.029

Estimating PageRank deviations in crawled graphs

Author(s): Helge Holzmann, Avishek Anand, Megha Khosla
Published in: Applied Network Science, Issue 4/1, 2019, ISSN 2364-8228
DOI: 10.1007/s41109-019-0201-9

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

Author(s): Oliver E Williams, Fabrizio Lillo, Vito Latora
Published in: New Journal of Physics, Issue 21/4, 2019, Page(s) 043028, ISSN 1367-2630
DOI: 10.1088/1367-2630/ab13fb

Clusters of Investors Around Initial Public Offering

Author(s): Margarita Baltakienė, Kęstutis Baltakys, Juho Kanniainen, Dino Pedreschi, Fabrizio Lillo
Published in: SSRN Electronic Journal, 2019, ISSN 1556-5068
DOI: 10.2139/ssrn.3396911

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

Author(s): Saman Korjani, Angelo Facchini, Mario Mureddu, Guido Caldarelli, Alfonso Damiano
Published in: Scientific Reports, Issue 8/1, 2018, ISSN 2045-2322
DOI: 10.1038/s41598-018-35128-6

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

Author(s): Antonio Scala, Angelo Facchini, Umberto Perna, Riccardo Basosi
Published in: Energy Policy, Issue 125, 2019, Page(s) 154-159, ISSN 0301-4215
DOI: 10.1016/j.enpol.2018.10.034

PRIMULE: Privacy risk mitigation for user profiles

Author(s): Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti
Published in: Data & Knowledge Engineering, 2019, Page(s) 101786, ISSN 0169-023X
DOI: 10.1016/j.datak.2019.101786

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

Author(s): Angelo Facchini, Alessandro Rubino, Guido Caldarelli, Giuseppe Di Liddo
Published in: Energy Policy, Issue 125, 2019, Page(s) 110-121, ISSN 0301-4215
DOI: 10.1016/j.enpol.2018.10.047

Meaningful Explanations of Black Box AI Decision Systems

Author(s): Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini
Published in: Proceedings of the AAAI Conference on Artificial Intelligence, Issue 33, 2019, Page(s) 9780-9784, ISSN 2374-3468
DOI: 10.1609/aaai.v33i01.33019780

Corporate payments networks and credit risk rating

Author(s): Elisa Letizia, Fabrizio Lillo
Published in: EPJ Data Science, Issue 8/1, 2019, ISSN 2193-1127
DOI: 10.1140/epjds/s13688-019-0197-5

PlayeRank

Author(s): Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti
Published in: ACM Transactions on Intelligent Systems and Technology, Issue 10/5, 2019, Page(s) 1-27, ISSN 2157-6904
DOI: 10.1145/3343172

The italian music superdiversity

Author(s): Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi
Published in: Multimedia Tools and Applications, Issue 78/3, 2019, Page(s) 3297-3319, ISSN 1380-7501
DOI: 10.1007/s11042-018-6511-6

Collective synchronization and high frequency systemic instabilities in financial markets

Author(s): Lucio Maria Calcagnile, Giacomo Bormetti, Michele Treccani, Stefano Marmi, Fabrizio Lillo
Published in: Quantitative Finance, Issue 18/2, 2017, Page(s) 237-247, ISSN 1469-7688
DOI: 10.1080/14697688.2017.1403141

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

Author(s): Mauro Coletto, Kiran Garimella, Aristides Gionis, Claudio Lucchese
Published in: Online Social Networks and Media, Issue 3-4, 2017, Page(s) 22-31, ISSN 2468-6964
DOI: 10.1016/j.osnem.2017.10.001

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

Author(s): Giulio Rossetti, Letizia Milli, Rémy Cazabet
Published in: Applied Network Science, Issue 4/1, 2019, ISSN 2364-8228
DOI: 10.1007/s41109-019-0165-9

Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences

Author(s): Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi
Published in: IEEE Transactions on Knowledge and Data Engineering, Issue 31/11, 2019, Page(s) 2151-2163, ISSN 1041-4347
DOI: 10.1109/tkde.2018.2872587

Recognizing Residents and Tourists with Retail Data Using Shopping Profiles

Author(s): Riccardo Guidotti, Lorenzo Gabrielli
Published in: Smart Objects and Technologies for Social Good, Issue 233, 2018, Page(s) 353-363
DOI: 10.1007/978-3-319-76111-4_35

The Principle of Purpose Limitation and Big Data

Author(s): Nikolaus Forgó, Stefanie Hänold, Benjamin Schütze
Published in: 2017, Page(s) 17-42
DOI: 10.1007/978-981-10-5038-1_2

FINJ: A Fault Injection Tool for HPC Systems

Author(s): Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Published in: Euro-Par 2018: Parallel Processing Workshops - Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers, Issue 11339, 2019, Page(s) 800-812
DOI: 10.1007/978-3-030-10549-5_62

Document Aboutness via Sophisticated Syntactic and Semantic Features

Author(s): Marco Ponza, Paolo Ferragina, Francesco Piccinno
Published in: Natural Language Processing and Information Systems, Issue 10260, 2017, Page(s) 441-453
DOI: 10.1007/978-3-319-59569-6_53

Evaluating Top-K Approximate Patterns via Text Clustering

Author(s): Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Published in: Big Data Analytics and Knowledge Discovery, Issue 9829, 2016, Page(s) 114-127
DOI: 10.1007/978-3-319-43946-4_8

Audio Ergo Sum

Author(s): Riccardo Guidotti, Giulio Rossetti, Dino Pedreschi
Published in: Software Technologies: Applications and Foundations, Issue 9946, 2016, Page(s) 51-66
DOI: 10.1007/978-3-319-50230-4_5

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

Author(s): Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli
Published in: Advances in Network Science, Issue 9564, 2016, Page(s) 29-42
DOI: 10.1007/978-3-319-28361-6_3

Analysis of Co-authorship Ego Networks

Author(s): Valerio Arnaboldi, Robin I. M. Dunbar, Andrea Passarella, Marco Conti
Published in: Advances in Network Science, Issue 9564, 2016, Page(s) 82-96
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

Author(s): Kamini Garg, Valerio Arnaboldi, Silvia Giordano
Published in: Complex Networks & Their Applications V, Issue 693, 2017, Page(s) 459-471
DOI: 10.1007/978-3-319-50901-3_37

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

Author(s): Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile Šikić
Published in: Complex Networks & Their Applications VI, Issue 689, 2018, Page(s) 1015-1027
DOI: 10.1007/978-3-319-72150-7_82

Assessing Privacy Risk in Retail Data

Author(s): Roberto Pellungrini, Francesca Pratesi, Luca Pappalardo
Published in: Personal Analytics and Privacy. An Individual and Collective Perspective, Issue 10708, 2017, Page(s) 17-22
DOI: 10.1007/978-3-319-71970-2_3

Methods for Reconstructing Interbank Networks from Limited Information: A Comparison

Author(s): Piero Mazzarisi, Fabrizio Lillo
Published in: Econophysics and Sociophysics: Recent Progress and Future Directions, 2017, Page(s) 201-215
DOI: 10.1007/978-3-319-47705-3_15

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

Author(s): Risko Ruus, Rajesh Sharma
Published in: Complex Networks and Their Applications VIII - Volume 2 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Issue 882, 2020, Page(s) 982-994
DOI: 10.1007/978-3-030-36683-4_78

Ensemble Approach for Generalized Network Dismantling

Author(s): Xiao-Long Ren, Nino Antulov-Fantulin
Published in: Complex Networks and Their Applications VIII - Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Issue 881, 2020, Page(s) 783-793
DOI: 10.1007/978-3-030-36687-2_65

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

Author(s): Hendrik Hiir, Rajesh Sharma, Anto Aasa, Erki Saluveer
Published in: Complex Networks and Their Applications VIII - Volume 2 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Issue 882, 2020, Page(s) 415-426
DOI: 10.1007/978-3-030-36683-4_34

Privacy Risk for Individual Basket Patterns

Author(s): Roberto Pellungrini, Anna Monreale, Riccardo Guidotti
Published in: ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings, Issue 11054, 2019, Page(s) 141-155
DOI: 10.1007/978-3-030-13463-1_11

Constraint Programming-Based Job Dispatching for Modern HPC Applications

Author(s): Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Ozalp Babaoglu
Published in: Principles and Practice of Constraint Programming - 25th International Conference, CP 2019, Stamford, CT, USA, September 30 – October 4, 2019, Proceedings, Issue 11802, 2019, Page(s) 438-455
DOI: 10.1007/978-3-030-30048-7_26

Online Fault Classification in HPC Systems Through Machine Learning

Author(s): Alessio Netti, Zeynep Kiziltan, Ozalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi
Published in: Euro-Par 2019: Parallel Processing - 25th International Conference on Parallel and Distributed Computing, Göttingen, Germany, August 26–30, 2019, Proceedings, Issue 11725, 2019, Page(s) 3-16
DOI: 10.1007/978-3-030-29400-7_1

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

Author(s): Simone Bertoli, Paolo Cintia, Fosca Giannotti, Etienne Madinier, Caglar Ozden, Michael Packard, Dino Pedreschi, Hillel Rapoport, Alina Sîrbu, Biagio Speciale
Published in: Guide to Mobile Data Analytics in Refugee Scenarios - The 'Data for Refugees Challenge' Study, 2019, Page(s) 179-199
DOI: 10.1007/978-3-030-12554-7_10

Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers

Author(s): Riccardo Guidotti, Anna Monreale, Leonardo Cariaggi
Published in: Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I, Issue 11439, 2019, Page(s) 55-68
DOI: 10.1007/978-3-030-16148-4_5

Analyzing Privacy Risk in Human Mobility Data

Author(s): Roberto Pellungrini, Luca Pappalardo, Francesca Pratesi, Anna Monreale
Published in: Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Toulouse, France, June 25-29, 2018, Revised Selected Papers, Issue 11176, 2018, Page(s) 114-129
DOI: 10.1007/978-3-030-04771-9_10

On the Equivalence Between Community Discovery and Clustering

Author(s): Riccardo Guidotti, Michele Coscia
Published in: Smart Objects and Technologies for Social Good, Issue 233, 2018, Page(s) 342-352
DOI: 10.1007/978-3-319-76111-4_34

Personal Analytics and Privacy. An Individual and Collective Perspective

Author(s): Riccardo Guidotti, Anna Monreale, Dino Pedreschi, Serge Abiteboul
Published in: Lecture Notes in Computer Science, 2017
DOI: 10.1007/978-3-319-71970-2

A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth

Author(s): Giulio Rossetti, Luca Pappalardo, Salvatore Rinzivillo
Published in: 2016, Page(s) 133-144
DOI: 10.1007/978-3-319-30569-1_10

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

Author(s): Cresci, Stefano; Lillo, Fabrizio; Regoli, Daniele; Tardelli, Serena; Tesconi, Maurizio
Published in: Issue 2, 2018

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

Author(s): Adriaens, Florian; De Bie, Tijl; Gionis, Aristides; Lijffijt, Jefrey; Rozenshtein, Polina
Published in: Issue 2, 2018

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

Author(s): Mazzarisi, Piero; Barucca, Paolo; Lillo, Fabrizio; Tantari, Daniele
Published in: Issue 3, 2017

Generalized Network Dismantling

Author(s): Ren, Xiao-Long; Gleinig, Niels; Helbing, Dirk; Antulov-Fantulin, Nino
Published in: Issue 3, 2018

Characterizing Fan Behavior to Study Para Social Breakups

Author(s): Garimella, Kiran; Cohen, Jonathan; Weber, Ingmar
Published in: Issue 3, 2017

Uncovering intimate and casual relationships from mobile phone communication.

Author(s): Kunal Bhattacharya, Daniel Monsivais and Kimmo Kaski (Aalto University), Mikaela Fudolig and Hang Hyun Jo (Asia Pacific Center for Theoretical Physics)
Published in: 2018

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

Author(s): L. Pappalardo, P. Cintia, P. Ferragina, E. Massucco, D. Pedreschi, F. Giannotti
Published in: 2018

Prediction of next career moves from scientific profiles

Author(s): Charlotte James, Luca Pappalardo, Alina Sirbu, and Filippo Simini
Published in: 2018

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

Author(s): Francesca Pratesi, Anna Monreale, Roberto Trasarti, Fosca Giannotti, Dino Pedreschi, Tadashi Yanagihara
Published in: 2018

RumourEval 2019: Determining Rumour Veracity and Support for Rumours

Author(s): Gorrell, Genevieve; Bontcheva, Kalina; Derczynski, Leon; Kochkina, Elena; Liakata, Maria; Zubiaga, Arkaitz
Published in: Issue 5, 2019

Harnessing the Social Sensing revolution: Challenges and Opportunities

Author(s): Stefano Cresci
Published in: 2018

Detectability of ranking hierarchies in directed networks

Author(s): Elisa Letizia, Paolo Barucca, Fabrizio Lillo
Published in: arXiv.org e-Print archive, 2016, ISSN 2331-8422

The Ebb and Flow of Controversial Debates on Social Media

Author(s): Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Published in: arXiv.org e-Print archive, 2017, ISSN 2331-8422

Time augmented bond percolation mapping of spreading dynamics on networks

Author(s): Nino Antulov-Fantulin, Dijana Tolic
Published in: arXiv.org e-Print archive, 2016, ISSN 2331-8422

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

Author(s): Pratesi, Francesca; Monreale, Anna; Trasarti, Roberto; Giannotti, Fosca; Pedreschi, Dino; Yanagihara, Tadashi
Published in: Transactions on Data Privacy 2018, Issue 5, 2018, ISSN 1888-5063