Deliverables Other (12) 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 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 Documents, reports (36) 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 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 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 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. Demonstrators, pilots, prototypes (6) 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. Websites, patent fillings, videos etc. (3) 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. Publications Conference proceedings (109) 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, ISBN 9781-450348966 Publisher: ACM Press 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, ISBN 9781-450348966 Publisher: ACM Press 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, ISBN 9781-450349932 Publisher: ACM Press 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, ISBN 9781-450348966 Publisher: ACM Press 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, ISBN 9781-450349185 Publisher: ACM Press DOI: 10.1145/3132847.3132983 The network-untangling problem Author(s): Polina Rozenshtein, Nikolaj Tatti, Aristides Gionis Published in: 2017, Page(s) 701-716 Publisher: Springer International Publishing 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, ISBN 9781-450348874 Publisher: ACM Press 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 Publisher: Cornell University Library 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 Publisher: Cornell University Library 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 Publisher: MLSA@PKDD/ECML 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 Publisher: Springer 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 Publisher: AAAI Press The Fractal Dimension of Music Author(s): Laura Pollacci, Riccardo Guidotti, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi Published in: 2017, Page(s) 183-194 Publisher: Springer International Publishing 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, ISBN 9781-450348874 Publisher: ACM Press 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, ISBN 978-1-5386-3835-4 Publisher: IEEE 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, ISBN 978-1-5090-5004-8 Publisher: IEEE 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, ISBN 978-1-5386-0367-3 Publisher: IEEE 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, ISBN 978-1-5090-6029-0 Publisher: IEEE 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 Publisher: ACM 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 Publisher: Springer International Publishing 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 Publisher: 5th International Conference on Big Data Analysis and Data Mining 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, ISBN 9781-450356404 Publisher: ACM Press 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 Publisher: Cornell University Library 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, ISBN 9781-450356398 Publisher: ACM Press 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 Publisher: arxiv 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, ISBN 9781-450355810 Publisher: ACM Press 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, ISBN 9781-450356398 Publisher: ACM Press 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, ISBN 978-1-5386-9288-2 Publisher: IEEE 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, ISBN 9781-450348966 Publisher: ACM Press 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 Publisher: Springer 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, ISBN 9781-577357889 Publisher: ICWSM 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, ISBN 9781-450349147 Publisher: ACM Press 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 Publisher: Society for Industrial and Applied Mathematics 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 Publisher: Springer International Publishing 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 Publisher: ICWSM 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, ISBN 978-1-5090-2846-7 Publisher: IEEE 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 Publisher: Springer International Publishing 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 Publisher: Springer International Publishing 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, ISBN 978-1-5090-5004-8 Publisher: IEEE 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 Publisher: Society for Industrial and Applied Mathematics 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, ISBN 9781-450350228 Publisher: ACM Press 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 Publisher: Springer International Publishing 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, ISBN 9781-450350228 Publisher: ACM Press 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 Publisher: Arxiv.org Tell me something my friends do not know: Diversity maximization in social networks Author(s): Antonis Matakos, Aristides Gionis Published in: ICDM, 2018 Publisher: icdm2018.org Robust cascade reconstruction by Steiner-tree sampling Author(s): Hax Xiao, Cigdem Aslay, Aristides Gionis Published in: 2018 Publisher: ICDM.org 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, ISBN 978-1-5386-9159-5 Publisher: IEEE 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 Publisher: ICDM:ORG 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, ISBN 978-1-5386-9159-5 Publisher: IEEE 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 Publisher: ICSWM 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, ISBN 9781-450356572 Publisher: ACM Press 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 Publisher: ICWSM Heterogeneity-Aware Resource Allocation Author(s): Alessio Netti, Cristian Galleguillos, Zeynep Kiziltan, Alina Sîrbu, Ozalp Babaoglu Published in: 2018, Page(s) 3-21 Publisher: Springer International Publishing 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, ISBN 978-1-5386-6871-9 Publisher: IEEE 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 Publisher: Springer International Publishing 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, ISBN 9781-450356404 Publisher: ACM Press 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, ISBN 978-1-5386-6051-5 Publisher: IEEE 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 Publisher: Springer International Publishing 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 Publisher: ICWSM 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 Publisher: Springer International Publishing 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 Publisher: Springer International Publishing 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 Publisher: 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 Publisher: Springer 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 Publisher: Springer International Publishing 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, ISBN 9781-450349185 Publisher: ACM Press 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, ISBN 9781-450340694 Publisher: ACM Press 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, ISBN 9781-450344975 Publisher: ACM Press 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, ISBN 9781-450344975 Publisher: ACM Press 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, ISBN 978-1-4673-8845-0 Publisher: IEEE 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, ISBN 978-1-5090-1131-5 Publisher: IEEE 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, ISBN 978-1-5090-0898-8 Publisher: 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 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, ISBN 978-1-5386-2723-5 Publisher: IEEE 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, ISBN 9781-450340694 Publisher: ACM Press 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, ISBN 978-1-4673-8272-4 Publisher: IEEE 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 Publisher: ACM 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, ISBN 978-1-4673-8272-4 Publisher: IEEE 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, ISBN 9781-450340694 Publisher: ACM Press 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, ISBN 9781-450341431 Publisher: ACM Press 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, ISBN 978-1-5090-3455-0 Publisher: IEEE 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, ISBN 9781-450346757 Publisher: ACM Press 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, ISBN 9781-450340731 Publisher: ACM Press 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, ISBN 9781-450342322 Publisher: ACM Press 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, ISBN 9781-450337168 Publisher: ACM Press 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, ISBN 9781-450341448 Publisher: ACM Press 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, ISBN 978-1-5090-5910-2 Publisher: IEEE 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, ISBN 978-1-4673-9005-7 Publisher: IEEE 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 Publisher: Society for Industrial and Applied Mathematics 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, ISBN 9781-450349147 Publisher: ACM Press 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, ISBN 9781-450349147 Publisher: ACM Press 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 Publisher: ACM 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 Publisher: Springer International Publishing 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, ISBN 9781-450342087 Publisher: ACM Press 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, ISBN 9781-450333627 Publisher: ACM Press 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, ISBN 978-1-5090-2846-7 Publisher: IEEE 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, ISBN 9781-450344388 Publisher: ACM Press 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, ISBN 978-1-5090-2088-1 Publisher: IEEE 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 Publisher: Arxiv SCube: A Tool for Segregation Discovery Author(s): Alessandro Baroni, Salvatore Ruggieri Published in: 2019 Publisher: EDBT19 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, ISBN 978-1-7281-4493-1 Publisher: IEEE DSAA DOI: 10.1109/dsaa.2019.00019 Detecting Malicious Social Bots: Story of a Never-Ending Clash Author(s): Stefano Cresci Published in: 2019 Publisher: MISDOOM'19 Statistical embedding for directed graphs Author(s): Thorben Funke, Tian Guo, Alen Lancic, Nino Antulov-Fantulin Published in: 2019 Publisher: ArXiv 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 Publisher: Association for Computational Linguistics 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 Publisher: ICML 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, ISBN 9781-450366755 Publisher: ACM Press DOI: 10.1145/3308560.3316706 Node Representation Learning for Directed Graphs Author(s): Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand Published in: 2019 Publisher: ECMLPKDD 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, ISBN 9781-450359405 Publisher: ACM Press 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 Publisher: ArXiv 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, ISBN 9781-450344906 Publisher: ACM Press 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, ISBN 978-1-5386-9159-5 Publisher: IEEE DOI: 10.1109/ICDM.2018.00123 Peer reviewed articles (100) 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 Publisher: World Scientific Publishing Co 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 Publisher: Nature Publishing Group 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 Publisher: Journal of the Royal Society Interface 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 Publisher: Association for Computing Machinary, Inc. 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 Publisher: Association for Computing Machinary, Inc. 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 Publisher: Springer 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 Publisher: Pergamon Press 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 Publisher: Public Library of Science 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 Publisher: John Wiley & Sons Inc. 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 Publisher: IEEE Computer Society 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 Publisher: Elsevier BV 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 Publisher: Public Library of Science 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 Publisher: Oxfors Academic 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 Publisher: Elsevier 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 Publisher: Elsevier 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 Publisher: JMIR Publications 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 Publisher: John Wiley & Sons Inc. 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 Publisher: Association for Computing Machinery (ACM) 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 Publisher: 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 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 Publisher: Springer 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 Publisher: Public Library of Science 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 Publisher: Springer 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 Publisher: Blackwell Publishing Inc. 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 Publisher: Carfax Publishing Ltd. 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 Publisher: 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 Author(s): Mika J. Straka, Guido Caldarelli, Tiziano Squartini, Fabio Saracco Published in: Journal of Statistical Physics, 2017, ISSN 0022-4715 Publisher: Kluwer Academic/Plenum Publishers 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 Publisher: Springer 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 Publisher: Elsevier BV 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 Publisher: 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 Author(s): Paolo Barucca, Fabrizio Lillo Published in: Computational Management Science, Issue 15/1, 2018, Page(s) 33-53, ISSN 1619-697X Publisher: Springer Verlag 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 Publisher: Elsevier BV 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 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) 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 Publisher: Elsevier BV 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 Publisher: John Wiley & Sons Inc. 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 Publisher: 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 Author(s): Giuliano Resce, Diana Maynard Published in: Technological Forecasting and Social Change, 2018, ISSN 0040-1625 Publisher: Elsevier BV 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 Publisher: Association for Computing Machinary, Inc. 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 Publisher: Association for Computing Machinery (ACM) 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 Publisher: Elsevier BV 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Physics Publishing 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 Publisher: Pergamon Press Ltd. 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 Publisher: APS Physics -Physical review 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 Publisher: Springer International Publishing 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 Publisher: Elsevier 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 Publisher: Elsevier BV 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 Publisher: Elsevier Science & Technology 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 Publisher: MDPI AG 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 Publisher: 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 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Palgrave Macmillan Ltd. 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 Publisher: Springer 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 Publisher: Kluwer Academic Publishers 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 Publisher: Springer 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 Publisher: Elsevier 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 Publisher: Association for Computing Machinary, Inc. 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 Publisher: Institute of Physics 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 Publisher: Association for Computing Machinary, Inc. 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 Publisher: Pergamon Press Ltd. 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 Publisher: American Physical Society 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 Publisher: Pergamon Press Ltd. 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 Publisher: Springer 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 Publisher: IEEE 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 Publisher: American Physical Society 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 Publisher: Springer 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 Publisher: Springer 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 Publisher: Public Library of Science 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 Publisher: Corporation for National Research Initiatives 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 Publisher: Springer Open 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 Publisher: Nature 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 Publisher: 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 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 Publisher: Journal of Network Theory in Finance 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 Publisher: PubMed 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 Publisher: PubMed 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 Publisher: Kluwer Academic Publishers 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 Publisher: 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 Author(s): Davide Morelli, Alessio Rossi, Massimo Cairo, David A. Clifton Published in: Sensors, Issue 19/14, 2019, Page(s) 3163, ISSN 1424-8220 Publisher: 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 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: Institute of Electrical and Electronics Engineers 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 Publisher: National Academy of Sciences 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 Publisher: Baltzer Science Publishers B.V. 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 Publisher: Elsevier BV 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 Publisher: Elsevier BV 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 Publisher: SpringerOpen 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 Publisher: Institute of Physics Publishing 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 Publisher: SSRN 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 Publisher: Nature Publishing Group 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 Publisher: Pergamon Press Ltd. 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 Publisher: 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 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 Publisher: Pergamon Press Ltd. 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 Publisher: AAAI Conference on Artificial Intelligence 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 Publisher: SpringerOpen 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 Publisher: Association for Computing Machinery (ACM) 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 Publisher: Kluwer Academic Publishers 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 Publisher: Institute of Physics Publishing 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 Publisher: Elsevier 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 Publisher: SpringerOpen 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 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tkde.2018.2872587 Book chapters (22) 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, ISBN 978-3-319-76110-7 Publisher: Springer International Publishing 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 Publisher: Springer Singapore 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, ISBN 978-3-030-10548-8 Publisher: Springer International Publishing 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, ISBN 978-3-319-59568-9 Publisher: Springer International Publishing 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, ISBN 978-3-319-43945-7 Publisher: Springer International Publishing 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, ISBN 978-3-319-50229-8 Publisher: Springer International Publishing 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, ISBN 978-3-319-28360-9 Publisher: Springer International Publishing 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, ISBN 978-3-319-28360-9 Publisher: 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 Author(s): Kamini Garg, Valerio Arnaboldi, Silvia Giordano Published in: Complex Networks & Their Applications V, Issue 693, 2017, Page(s) 459-471, ISBN 978-3-319-50900-6 Publisher: 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 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, ISBN 978-3-319-72149-1 Publisher: Springer International Publishing 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, ISBN 978-3-319-71969-6 Publisher: Springer International Publishing 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, ISBN 978-3-319-47704-6 Publisher: 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 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, ISBN 978-3-030-36682-7 Publisher: Springer International Publishing 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, ISBN 978-3-030-36686-5 Publisher: 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 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, ISBN 978-3-030-36682-7 Publisher: Springer International Publishing 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, ISBN 978-3-030-13462-4 Publisher: Springer International Publishing 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, ISBN 978-3-030-30047-0 Publisher: Springer International Publishing 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, ISBN 978-3-030-29399-4 Publisher: 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 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, ISBN 978-3-030-12553-0 Publisher: Springer International Publishing 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, ISBN 978-3-030-16147-7 Publisher: Springer International Publishing 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, ISBN 978-3-030-04770-2 Publisher: Springer International Publishing 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, ISBN 978-3-319-76110-7 Publisher: Springer International Publishing DOI: 10.1007/978-3-319-76111-4_34 Monographic books (2) 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, ISBN 978-3-319-71970-2 Publisher: Springer International Publishing 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 Publisher: Springer International Publishing DOI: 10.1007/978-3-319-30569-1_10 Other (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 Publisher: Cornell University Library 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 Publisher: arxiv.org 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 Publisher: arxiv.org Generalized Network Dismantling Author(s): Ren, Xiao-Long; Gleinig, Niels; Helbing, Dirk; Antulov-Fantulin, Nino Published in: Issue 3, 2018 Publisher: arxiv Characterizing Fan Behavior to Study Para Social Breakups Author(s): Garimella, Kiran; Cohen, Jonathan; Weber, Ingmar Published in: Issue 3, 2017 Publisher: arxiv.org 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 Publisher: arxiv.org 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 Publisher: arxiv.org Prediction of next career moves from scientific profiles Author(s): Charlotte James, Luca Pappalardo, Alina Sirbu, and Filippo Simini Published in: 2018 Publisher: arxiv.org 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 Publisher: Transactions on Data Privacy 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 Publisher: ArXiv Thesis dissertations (1) Harnessing the Social Sensing revolution: Challenges and Opportunities Author(s): Stefano Cresci Published in: 2018 Publisher: University of Pisa, Italy Non-peer reviewed articles (4) 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 Publisher: Cornell University 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 Publisher: Cornell University 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 Publisher: Cornell University 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 Publisher: Institut d'Investigacio en Intel-ligencia Artificial - Consejo Superior Investigaciones Cientificas (IIIA-CSIC) Searching for OpenAIRE data... 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