Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning.

Salvatore Rinzivillo Salvo Rinzivillo https://zbmath.org/authors/?q=ai:rinzivillo.salvatore https://orcid.org/0000-0003-4404-4147 https://www.wikidata.org/entity/Q59544811

Carlo Metta Andrea Beretta Riccardo Guidotti Yuan Yin Patrick Gallinari Salvatore Rinzivillo Fosca Giannotti Improving trust and confidence in medical skin lesion diagnosis through explainable deep learning. 183-195 2025 June 20 Int. J. Data Sci. Anal. 1 https://doi.org/10.1007/s41060-023-00401-z db/journals/ijdsa/ijdsa20.html#MettaBGYGRG25 streams/journals/ijdsa

Eleonora Cappuccio Bahavathy Kathirgamanathan Salvatore Rinzivillo Gennady L. Andrienko Natalia V. Andrienko Integrating human knowledge for explainable AI. 250 2025 November 114 Mach. Learn. 11 https://doi.org/10.1007/s10994-025-06879-x db/journals/ml/ml114.html#CappuccioKRAA25 streams/journals/ml

Carlo Metta Eleonora Cappuccio Salvatore Rinzivillo Interactive Visual Exploration of Latent Spaces for Explainable AI: Bridging Concepts and Features. 84-94 2025 IUI Workshops https://ceur-ws.org/Vol-3957/AXAI-paper10.pdf conf/iui/2025w db/conf/iui/iui2025w.html#MettaCR25 Soumia Zohra El Mestari Maciej Krzysztof Zuziak Gabriele Lenzini Salvatore Rinzivillo Can Contributing More Put You at a Higher Leakage Risk? The Relationship Between Shapley Value and Training Data Leakage Risks in Federated Learning. 275-286 2025 SECRYPT https://doi.org/10.5220/0013639000003979 conf/secrypt/2025 db/conf/secrypt/secrypt2025.html#MestariZLR25

Maciej Krzysztof Zuziak Roberto Pellungrini Salvatore Rinzivillo One-Shot Clustering for Federated Learning. 2025 March abs/2503.04231 CoRR https://doi.org/10.48550/arXiv.2503.04231 db/journals/corr/corr2503.html#abs-2503-04231 streams/journals/corr

Fabio Michele Russo Carlo Metta Anna Monreale Salvatore Rinzivillo Fabio Pinelli Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model. 2025 March abs/2503.04283 CoRR https://doi.org/10.48550/arXiv.2503.04283 db/journals/corr/corr2503.html#abs-2503-04283 streams/journals/corr

Eleonora Cappuccio Andrea Esposito 0002 Francesco Greco Giuseppe Desolda Rosa Lanzilotti Salvatore Rinzivillo Explanation User Interfaces: A Systematic Literature Review. 2025 May abs/2505.20085 CoRR https://doi.org/10.48550/arXiv.2505.20085 db/journals/corr/corr2505.html#abs-2505-20085 streams/journals/corr

Maciej Krzysztof Zuziak Roberto Pellungrini Salvatore Rinzivillo One-Shot Clustering for Federated Learning Under Clustering-Agnostic Assumption. 2025 September abs/2509.01587 CoRR https://doi.org/10.48550/arXiv.2509.01587 db/journals/corr/corr2509.html#abs-2509-01587 streams/journals/corr

Natalia V. Andrienko Gennady L. Andrienko Alexander Artikis Periklis Mantenoglou Salvatore Rinzivillo Human-in-the-Loop: Visual Analytics for Building Models Recognizing Behavioral Patterns in Time Series. 14-29 2024 May - June 44 IEEE Computer Graphics and Applications 3 https://doi.org/10.1109/MCG.2024.3379851 db/journals/cga/cga44.html#AndrienkoAAMR24

Maciej Krzysztof Zuziak Roberto Pellungrini Salvatore Rinzivillo One-Shot Clustering for Federated Learning. 8108-8117 2024 IEEE Big Data https://doi.org/10.1109/BigData62323.2024.10825763 conf/bigdataconf/2024 db/conf/bigdataconf/bigdataconf2024.html#ZuziakPR24 Fabio Michele Russo Carlo Metta Anna Monreale Salvatore Rinzivillo Fabio Pinelli Explainable AI in Time-Sensitive Scenarios: Prefetched Offline Explanation Model. 167-182 2024 DS (2) https://doi.org/10.1007/978-3-031-78980-9_11 conf/dis/2024-2 db/conf/dis/dis2024-2.html#RussoMMRP24 streams/conf/dis Paulo Bruno S. Serafim Pierluigi Crescenzi Gizem Gezici Eleonora Cappuccio Salvatore Rinzivillo Fosca Giannotti Exploring Large Language Models Capabilities to Explain Decision Trees. 64-72 2024 HHAI https://doi.org/10.3233/FAIA240183 conf/hhai/2024 db/conf/hhai/hhai2024.html#SerafimCGCRG24 Gizem Gezici Carlo Metta Andrea Beretta Roberto Pellungrini Salvatore Rinzivillo Dino Pedreschi Fosca Giannotti XAI in Healthcare. 69-73 2024 HHAI Workshops https://ceur-ws.org/Vol-3825/short2-1.pdf conf/hhai/2024w db/conf/hhai/hhai2024w.html#GeziciMBPRPG24 Eleonora Cappuccio Isacco Beretta Marta Marchiori Manerba Salvatore Rinzivillo An Interactive Interface for Feature Space Navigation. 73-83 2024 HHAI https://doi.org/10.3233/FAIA240184 conf/hhai/2024 db/conf/hhai/hhai2024.html#CappuccioBMR24 Maciej Krzysztof Zuziak Salvatore Rinzivillo Amplified Contribution Analysis for Federated Learning. 68-79 2024 IDA (2) https://doi.org/10.1007/978-3-031-58553-1_6 conf/ida/2024-2 db/conf/ida/ida2024-2.html#ZuziakR24 Marta Fioravanti Eleonora Cappuccio Salvatore Rinzivillo Riccardo Guidotti Treemob: Expressive Mobility Data Representation Through Tree-Based Structures. 46-63 2024 INTSYS https://doi.org/10.1007/978-3-031-86370-7_4 conf/intsys/2024 db/conf/intsys/intsys2024.html#FioravantiCRG24

Eleonora Cappuccio Daniele Fadda Rosa Lanzilotti Salvatore Rinzivillo Fiper: a Visual-based Explanation Combining Rules and Feature Importance. 2024 abs/2404.16903 CoRR https://doi.org/10.48550/arXiv.2404.16903 db/journals/corr/corr2404.html#abs-2404-16903

Francesco Bodria Fosca Giannotti Riccardo Guidotti Francesca Naretto Dino Pedreschi Salvatore Rinzivillo Benchmarking and survey of explanation methods for black box models. 1719-1778 2023 September 37 Data Min. Knowl. Discov. 5 https://doi.org/10.1007/s10618-023-00933-9 db/journals/datamine/datamine37.html#BodriaGGNPR23

Cecilia Panigutti Andrea Beretta Daniele Fadda Fosca Giannotti Dino Pedreschi Alan Perotti Salvatore Rinzivillo Co-design of Human-centered, Explainable AI for Clinical Decision Support. 21:1-21:35 2023 December 13 ACM Trans. Interact. Intell. Syst. 4 https://doi.org/10.1145/3587271 https://www.wikidata.org/entity/Q130856079 db/journals/tiis/tiis13.html#PaniguttiBFGPPR23

Eleonora Cappuccio Daniele Fadda Rosa Lanzilotti Salvatore Rinzivillo Demo: an Interactive Visualization Combining Rule-Based and Feature Importance Explanations. 52:1-52:4 2023 CHItaly https://doi.org/10.1145/3605390.3610811 conf/chitaly/2023 db/conf/chitaly/chitaly2023.html#CappuccioFLR23 Francesca Naretto Roberto Pellungrini Salvatore Rinzivillo Daniele Fadda EXPHLOT: EXplainable Privacy Assessment for Human LOcation Trajectories. 325-340 2023 DS https://doi.org/10.1007/978-3-031-45275-8_22 conf/dis/2023 db/conf/dis/dis2023.html#NarettoPRF23 Maciej Krzysztof Zuziak Onntje Hinrichs Aizhan Abdrassulova Salvatore Rinzivillo Data Collaboratives with the Use of Decentralised Learning. 615-625 2023 FAccT https://doi.org/10.1145/3593013.3594029 conf/fat/2023 db/conf/fat/facct2023.html#ZuziakHAR23 Fosca Giannotti Riccardo Guidotti Anna Monreale Luca Pappalardo Dino Pedreschi Roberto Pellungrini Francesca Pratesi Salvatore Rinzivillo Salvatore Ruggieri Mattia Setzu Rosaria Deluca Trustworthy AI at KDD Lab. 388-393 2023 Ital-IA https://ceur-ws.org/Vol-3486/98.pdf conf/ital-ia/2023 db/conf/ital-ia/ital-ia2023.html#GiannottiGMPPPP23 Eleonora Cappuccio Daniele Fadda Rosa Lanzilotti Salvatore Rinzivillo FIPER: A Visual-Based Explanation Combining Rules and Feature Importance. 171-184 2023 PKDD/ECML Workshops (3) https://doi.org/10.1007/978-3-031-74633-8_11 conf/pkdd/2023-w3 db/conf/pkdd/pkdd2023-w3.html#CappuccioFLR23 Natalia V. Andrienko Gennady L. Andrienko Alexander Artikis Periklis Mantenoglou Salvatore Rinzivillo Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns. 231-238 2023 PKDD/ECML Workshops (2) https://doi.org/10.1007/978-3-031-74627-7_16 conf/pkdd/2023-w2 db/conf/pkdd/pkdd2023-w2.html#AndrienkoAAMR23 Fabrizio Falchi Fosca Giannotti Anna Monreale Chiara Boldrini Salvatore Rinzivillo Sara Colantonio Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023. Ital-IA CEUR-WS.org 2023 CEUR Workshop Proceedings 3486 https://ceur-ws.org/Vol-3486 https://nbn-resolving.org/urn:nbn:de:0074-3486-8 db/conf/ital-ia/ital-ia2023.html

Manjunatha Veerappa Salvo Rinzivillo Explainable AI - Introduction to the Special Theme. 2023 2023 ERCIM News 134 https://ercim-news.ercim.eu/en134/special/explainable-ai-introduction-to-the-special-theme db/journals/ercim/ercim2023.html#VeerappaR23

Carlo Metta Riccardo Guidotti Yuan Yin Patrick Gallinari Salvatore Rinzivillo Exemplars and Counterexemplars Explanations for Skin Lesion Classifiers. 258-260 2022 HHAI https://doi.org/10.3233/FAIA220209 conf/hhai/2022 db/conf/hhai/hhai2022.html#MettaGYGR22 Maciej Zuziak Salvatore Rinzivillo Federated Learning as an Analytical Framework for Personal Data Management - a proposition paper. 2022 IAIL@HHAI https://ceur-ws.org/Vol-3221/IAIL_paper2.pdf conf/hhai/2022iail db/conf/hhai/iail2022.html#ZuziakR22 Francesco Bodria Salvatore Rinzivillo Daniele Fadda Riccardo Guidotti Fosca Giannotti Dino Pedreschi Explaining Black Box with Visual Exploration of Latent Space. 85-89 2022 EuroVis (Short Papers) https://doi.org/10.2312/evs.20221098 conf/vissym/2022s db/conf/vissym/eurovis2022short.html#BodriaRFGGP22

Mirco Nanni Gennady L. Andrienko Albert-László Barabási Chiara Boldrini Francesco Bonchi Ciro Cattuto Francesca Chiaromonte Giovanni Comandè Marco Conti Mark Coté Frank Dignum Virginia Dignum Josep Domingo-Ferrer Paolo Ferragina Fosca Giannotti Riccardo Guidotti Dirk Helbing Kimmo Kaski János Kertész Sune Lehmann Bruno Lepri Paul Lukowicz Stan Matwin David Megías Jiménez Anna Monreale Katharina Morik Nuria Oliver Andrea Passarella Andrea Passerini Dino Pedreschi Alex Pentland Fabio Pianesi Francesca Pratesi Salvatore Rinzivillo Salvatore Ruggieri Arno Siebes Vicenç Torra Roberto Trasarti Jeroen van den Hoven Alessandro Vespignani Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. 1-6 2021 23 Ethics Inf. Technol. S1 https://doi.org/10.1007/s10676-020-09572-w https://www.wikidata.org/entity/Q115146716 db/journals/ethicsit/ethicsit23.html#NanniABBBCCCCCD21

Ioanna Miliou Xinyue Xiong Salvatore Rinzivillo Qian Zhang 0016 Giulio Rossetti Fosca Giannotti Dino Pedreschi Alessandro Vespignani Predicting seasonal influenza using supermarket retail records. 2021 17 PLoS Comput. Biol. 7 https://doi.org/10.1371/journal.pcbi.1009087 db/journals/ploscb/ploscb17.html#MiliouXRZRGPV21

Carlo Metta Riccardo Guidotti Yuan Yin Patrick Gallinari Salvatore Rinzivillo Exemplars and Counterexemplars Explanations for Image Classifiers, Targeting Skin Lesion Labeling. 1-7 2021 ISCC https://doi.org/10.1109/ISCC53001.2021.9631485 conf/iscc/2021 db/conf/iscc/iscc2021.html#MettaGYGR21 Michael Kamp Irena Koprinska Adrien Bibal Tassadit Bouadi Benoît Frénay Luis Galárraga José Oramas Linara Adilova Yamuna Krishnamurthy Bo Kang Christine Largeron Jefrey Lijffijt Tiphaine Viard Pascal Welke Massimiliano Ruocco Erlend Aune Claudio Gallicchio Gregor Schiele Franz Pernkopf Michaela Blott Holger Fröning Günther Schindler Riccardo Guidotti Anna Monreale Salvatore Rinzivillo Przemyslaw Biecek Eirini Ntoutsi Mykola Pechenizkiy Bodo Rosenhahn Christopher L. Buckley Daniela Cialfi Pablo Lanillos Maxwell Ramstead Tim Verbelen Pedro M. Ferreira 0001 Giuseppina Andresini Donato Malerba Ibéria Medeiros Philippe Fournier-Viger M. Saqib Nawaz Sebastián Ventura Meng Sun 0002 Min Zhou 0006 Valerio Bitetta Ilaria Bordino Andrea Ferretti Francesco Gullo Giovanni Ponti Lorenzo Severini Rita P. Ribeiro João Gama 0001 Ricard Gavaldà Lee Cooper 0001 Naghmeh Ghazaleh Jonas Richiardi Damian Roqueiro Diego Saldana Miranda Konstantinos Sechidis Guilherme Graça Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I PKDD/ECML Workshops (1) Springer 2021 Communications in Computer and Information Science 1524 978-3-030-93735-5 978-3-030-93736-2 https://doi.org/10.1007/978-3-030-93736-2 db/conf/pkdd/pkdd2021-w1.html Michael Kamp Irena Koprinska Adrien Bibal Tassadit Bouadi Benoît Frénay Luis Galárraga José Oramas Linara Adilova Yamuna Krishnamurthy Bo Kang Christine Largeron Jefrey Lijffijt Tiphaine Viard Pascal Welke Massimiliano Ruocco Erlend Aune Claudio Gallicchio Gregor Schiele Franz Pernkopf Michaela Blott Holger Fröning Günther Schindler Riccardo Guidotti Anna Monreale Salvatore Rinzivillo Przemyslaw Biecek Eirini Ntoutsi Mykola Pechenizkiy Bodo Rosenhahn Christopher L. Buckley Daniela Cialfi Pablo Lanillos Maxwell Ramstead Tim Verbelen Pedro M. Ferreira 0001 Giuseppina Andresini Donato Malerba Ibéria Medeiros Philippe Fournier-Viger M. Saqib Nawaz Sebastián Ventura Meng Sun 0002 Min Zhou 0006 Valerio Bitetta Ilaria Bordino Andrea Ferretti Francesco Gullo Giovanni Ponti Lorenzo Severini Rita P. Ribeiro João Gama 0001 Ricard Gavaldà Lee Cooper 0001 Naghmeh Ghazaleh Jonas Richiardi Damian Roqueiro Diego Saldana Miranda Konstantinos Sechidis Guilherme Graça Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II PKDD/ECML Workshops (2) Springer 2021 Communications in Computer and Information Science 1525 978-3-030-93732-4 978-3-030-93733-1 https://doi.org/10.1007/978-3-030-93733-1 db/conf/pkdd/pkdd2021-w2.html

Francesco Bodria Fosca Giannotti Riccardo Guidotti Francesca Naretto Dino Pedreschi Salvatore Rinzivillo Benchmarking and Survey of Explanation Methods for Black Box Models. 2021 abs/2102.13076 CoRR https://arxiv.org/abs/2102.13076 db/journals/corr/corr2102.html#abs-2102-13076

Carlo Metta Andrea Beretta Riccardo Guidotti Yuan Yin Patrick Gallinari Salvatore Rinzivillo Fosca Giannotti Explainable Deep Image Classifiers for Skin Lesion Diagnosis. 2021 abs/2111.11863 CoRR https://arxiv.org/abs/2111.11863 db/journals/corr/corr2111.html#abs-2111-11863

Luciano Serafini Raul Barbosa Jasmin Grosinger 0001 Luca Iocchi Christian Napoli 0001 Salvatore Rinzivillo Jacques Robin Alessandro Saffiotti Teresa Scantamburlo Peter Schüller Paolo Traverso Javier Vázquez-Salceda On some Foundational Aspects of Human-Centered Artificial Intelligence. 2021 abs/2112.14480 CoRR https://arxiv.org/abs/2112.14480 db/journals/corr/corr2112.html#abs-2112-14480

Salvatore Rinzivillo Joakim Sundnes Karin Rainer Pandemic Modelling and Simulation - Introduction to the Special Theme. 2021 2021 ERCIM News 124 https://ercim-news.ercim.eu/en124/special/pandemic-modelling-and-simulation-introduction-to-the-special-theme db/journals/ercim/ercim2021.html#RinzivilloSR21

Giulio Rossetti Letizia Milli Salvatore Rinzivillo NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. 2021 2021 ERCIM News 124 https://ercim-news.ercim.eu/en124/special/figure-1-web-platform-the-appearance-of-the-ndlib-visualisation-framework-during-a-simulation db/journals/ercim/ercim2021.html#RossettiMR21

Mirco Nanni Gennady L. Andrienko Albert-László Barabási Chiara Boldrini Francesco Bonchi Ciro Cattuto Francesca Chiaromonte Giovanni Comandè Marco Conti Mark Coté Frank Dignum Virginia Dignum Josep Domingo-Ferrer Paolo Ferragina Fosca Giannotti Riccardo Guidotti Dirk Helbing Kimmo Kaski János Kertész Sune Lehmann Bruno Lepri Paul Lukowicz Stan Matwin David Megías 0001 Anna Monreale Katharina Morik Nuria Oliver Andrea Passarella Andrea Passerini Dino Pedreschi Alex Pentland Fabio Pianesi Francesca Pratesi Salvatore Rinzivillo Salvatore Ruggieri Arno Siebes Vicenç Torra Roberto Trasarti Jeroen van den Hoven Alessandro Vespignani Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. 61-66 2020 13 Trans. Data Priv. 1 http://www.tdp.cat/issues16/tdp.a389a20.pdf db/journals/tdp/tdp13.html#NanniABBBCCCCCD20

Irena Koprinska Michael Kamp Annalisa Appice Corrado Loglisci Luiza Antonie Albrecht Zimmermann Riccardo Guidotti Özlem Özgöbek Rita P. Ribeiro Ricard Gavaldà João Gama 0001 Linara Adilova Yamuna Krishnamurthy Pedro M. Ferreira 0001 Donato Malerba Ibéria Medeiros Michelangelo Ceci Giuseppe Manco 0001 Elio Masciari Zbigniew W. Ras Peter Christen Eirini Ntoutsi Erich Schubert Arthur Zimek Anna Monreale Przemyslaw Biecek Salvatore Rinzivillo Benjamin Kille Andreas Lommatzsch Jon Atle Gulla ECML PKDD 2020 Workshops - Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020, NFMCP 2020, DINA 2020, EDML 2020, XKDD 2020 and INRA 2020, Ghent, Belgium, September 14-18, 2020, Proceedings PKDD/ECML Workshops Springer 2020 Communications in Computer and Information Science 1323 978-3-030-65964-6 978-3-030-65965-3 https://doi.org/10.1007/978-3-030-65965-3 db/conf/pkdd/pkdd2020-w.html

Mirco Nanni Gennady L. Andrienko Albert-László Barabási Chiara Boldrini Francesco Bonchi Ciro Cattuto Francesca Chiaromonte Giovanni Comandè Marco Conti Mark Coté Frank Dignum Virginia Dignum Josep Domingo-Ferrer Fosca Giannotti Riccardo Guidotti Dirk Helbing János Kertész Sune Lehmann Bruno Lepri Paul Lukowicz Anna Monreale Katharina Morik Nuria Oliver Andrea Passarella Andrea Passerini Dino Pedreschi Alex Pentland Francesca Pratesi Salvatore Rinzivillo Salvatore Ruggieri Arno Siebes Roberto Trasarti Jeroen van den Hoven Alessandro Vespignani Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. 2020 abs/2004.05222 CoRR https://arxiv.org/abs/2004.05222 db/journals/corr/corr2004.html#abs-2004-05222

Pietro Bonato Paolo Cintia Francesco Fabbri Daniele Fadda Fosca Giannotti Pier Luigi Lopalco Sara Mazzilli Mirco Nanni Luca Pappalardo Dino Pedreschi Francesco Penone Salvatore Rinzivillo Giulio Rossetti Marcello Savarese Lara Tavoschi Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown. 2020 abs/2004.11278 CoRR https://arxiv.org/abs/2004.11278 db/journals/corr/corr2004.html#abs-2004-11278

Paolo Cintia Daniele Fadda Fosca Giannotti Luca Pappalardo Giulio Rossetti Dino Pedreschi Salvo Rinzivillo Pietro Bonato Francesco Fabbri Francesco Penone Marcello Savarese Daniele Checchi Francesca Chiaromonte Paolo Vineis Giorgio Guzzetta Flavia Riccardo Valentina Marziano Piero Poletti Filippo Trentini Antonino Bella Xanthi Andrianou Martina Del Manso Massimo Fabiani Stefania Bellino Stefano Boros Alberto Mateo Urdiales Maria Fenicia Vescio Silvio Brusaferro Giovanni Rezza Patrizio Pezzotti Marco Ajelli Stefano Merler The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. 2020 abs/2006.03141 CoRR https://arxiv.org/abs/2006.03141 db/journals/corr/corr2006.html#abs-2006-03141

Ioanna Miliou Xinyue Xiong Salvatore Rinzivillo Qian Zhang 0016 Giulio Rossetti Fosca Giannotti Dino Pedreschi Alessandro Vespignani Predicting seasonal influenza using supermarket retail records. 2020 abs/2012.04651 CoRR https://arxiv.org/abs/2012.04651 db/journals/corr/corr2012.html#abs-2012-04651

Michela Natilli Daniele Fadda Salvatore Rinzivillo Dino Pedreschi Federica Licari Analysis and Visualization of Performance Indicators in University Admission Tests. 186-199 2019 FM Workshops (1) https://doi.org/10.1007/978-3-030-54994-7_14 conf/fm/2019-w1 db/conf/fm/fm2019w-1.html#NatilliFRPL19 Daniele Boncoraglio Francesca Deri Francesco Distefano Daniele Fadda Giorgio Filippi Giuseppe Forte Federica Licari Michela Natilli Dino Pedreschi Salvatore Rinzivillo A Visual Analytics Platform to Measure Performance on University Entrance Tests. 2019 SEBD https://ceur-ws.org/Vol-2400/paper-38.pdf conf/sebd/2019 db/conf/sebd/sebd2019.html#BoncoraglioDDFF19

Giulio Rossetti Letizia Milli Salvatore Rinzivillo Alina Sîrbu Dino Pedreschi Fosca Giannotti NDlib: a python library to model and analyze diffusion processes over complex networks. 61-79 2018 5 Int. J. Data Sci. Anal. 1 https://doi.org/10.1007/s41060-017-0086-6 https://www.wikidata.org/entity/Q123236789 db/journals/ijdsa/ijdsa5.html#RossettiMRSPG18

Vinicius Monteiro de Lira Raffaele Perego 0001 Chiara Renso Salvatore Rinzivillo Valéria Cesário Times Boosting Ride Sharing With Alternative Destinations. 2290-2300 2018 19 IEEE Trans. Intell. Transp. Syst. 7 https://doi.org/10.1109/TITS.2018.2836395 db/journals/tits/tits19.html#LiraPRRT18

Riccardo Guidotti Anna Monreale Salvatore Rinzivillo Learning Data Mining. 361-370 2018 DSAA https://doi.org/10.1109/DSAA.2018.00047 conf/dsaa/2018 db/conf/dsaa/dsaa2018.html#GuidottiMR18 Giulio Rossetti Letizia Milli Salvatore Rinzivillo NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks. 183-186 2018 WWW (Companion Volume) https://doi.org/10.1145/3184558.3186974 conf/www/2018c db/conf/www/www2018c.html#RossettiMR18 Giuseppe Amato 0001 Leonardo Candela Donatella Castelli Andrea Esuli Fabrizio Falchi Claudio Gennaro Fosca Giannotti Anna Monreale Mirco Nanni Pasquale Pagano Luca Pappalardo Dino Pedreschi Francesca Pratesi Fausto Rabitti Salvatore Rinzivillo Giulio Rossetti Salvatore Ruggieri Fabrizio Sebastiani 0001 Maurizio Tesconi How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. 287-306 2018 A Comprehensive Guide Through the Italian Database Research https://doi.org/10.1007/978-3-319-61893-7_17 books/sp/FGMS2018 db/books/collections/FGMS2018.html#AmatoCCEFGGMNPPPPRRRR0T18

Giulio Rossetti Letizia Milli Salvatore Rinzivillo Alina Sîrbu Fosca Giannotti Dino Pedreschi NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks. 2018 abs/1801.05854 CoRR http://arxiv.org/abs/1801.05854 db/journals/corr/corr1801.html#abs-1801-05854

Riccardo Guidotti Mirco Nanni Salvatore Rinzivillo Dino Pedreschi Fosca Giannotti Never drive alone: Boosting carpooling with network analysis. 237-257 2017 64 Inf. Syst. https://doi.org/10.1016/j.is.2016.03.006 db/journals/is/is64.html#GuidottiNRPG17

Giulio Rossetti Letizia Milli Salvatore Rinzivillo Alina Sîrbu Dino Pedreschi Fosca Giannotti NDlib: Studying Network Diffusion Dynamics. 155-164 2017 DSAA https://doi.org/10.1109/DSAA.2017.6 conf/dsaa/2017 db/conf/dsaa/dsaa2017.html#RossettiMRSPG17

Natalia V. Andrienko Gennady L. Andrienko Salvatore Rinzivillo Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. 172-194 2016 57 Inf. Syst. https://doi.org/10.1016/j.is.2015.08.007 https://www.wikidata.org/entity/Q58203856 db/journals/is/is57.html#AndrienkoAR16

Riccardo Guidotti Anna Monreale Salvatore Rinzivillo Dino Pedreschi Fosca Giannotti Unveiling mobility complexity through complex network analysis. 59:1-59:21 2016 6 Soc. Netw. Anal. Min. 1 https://doi.org/10.1007/s13278-016-0369-2 https://www.wikidata.org/entity/Q59470341 db/journals/snam/snam6.html#GuidottiMRPG16

Luca Pappalardo Salvatore Rinzivillo Filippo Simini Human Mobility Modelling: Exploration and Preferential Return Meet the Gravity Model. 934-939 2016 ANT/SEIT https://doi.org/10.1016/j.procs.2016.04.188 conf/ant/2016 db/conf/ant/ant2016.html#PappalardoRS16 Fosca Giannotti Lorenzo Gabrielli Dino Pedreschi Salvatore Rinzivillo Understanding Human Mobility with Big Data. 208-220 2016 Solving Large Scale Learning Tasks https://doi.org/10.1007/978-3-319-41706-6_10 conf/birthday/2016morik db/conf/birthday/morik2016.html#GiannottiGPR16 Giulio Rossetti Luca Pappalardo Salvatore Rinzivillo A Novel Approach to Evaluate Community Detection Algorithms on Ground Truth. 133-144 2016 CompleNet https://doi.org/10.1007/978-3-319-30569-1_10 https://www.wikidata.org/entity/Q57830872 conf/complenet/2016 db/conf/complenet/complenet2016.html#RossettiPR16 Chiara Renso Salvatore Rinzivillo Valéria Cesário Times Vinicius Monteiro de Lira Raffaele Perego 0001 Searching and Ranking Activity-based Carpooling Ride. 2016 IIR https://ceur-ws.org/Vol-1653/paper_10.pdf conf/iir/2016 db/conf/iir/iir2016.html#RensoRTLP16 Natalia V. Andrienko Gennady L. Andrienko Salvatore Rinzivillo Leveraging Spatial Abstraction in Traffic Analysis and Forecasting with Visual Analytics. 32-35 2016 ECML/PKDD (3) https://doi.org/10.1007/978-3-319-46131-1_7 https://www.wikidata.org/entity/Q58203813 conf/pkdd/2016-3 db/conf/pkdd/pkdd2016-3.html#AndrienkoAR16 Vinicius Monteiro de Lira Salvatore Rinzivillo Valéria Cesário Times Chiara Renso Raffaele Perego 0001 Activity-based Carpooling with ComeWithMe. 142-149 2016 SEBD conf/sebd/2016 db/conf/sebd/sebd2016.html#LiraRTRP16 Vinicius Monteiro de Lira Chiara Renso Raffaele Perego 0001 Salvatore Rinzivillo Valéria Cesário Times The ComeWithMe System for Searching and Ranking Activity-Based Carpooling Rides. 1145-1148 2016 SIGIR https://doi.org/10.1145/2911451.2911459 conf/sigir/2016 db/conf/sigir/sigir2016.html#LiraRPRT16

Natalia V. Andrienko Gennady L. Andrienko Salvatore Rinzivillo Exploiting Spatial Abstraction in Predictive Analytics of Vehicle Traffic. 591-606 2015 4 ISPRS Int. J. Geo Inf. 2 https://doi.org/10.3390/ijgi4020591 https://www.wikidata.org/entity/Q58203828 db/journals/ijgi/ijgi4.html#AndrienkoAR15

Natalia V. Andrienko Gennady L. Andrienko Georg Fuchs Salvatore Rinzivillo Hans-Dieter Betz Detection, tracking, and visualization of spatial event clusters for real time monitoring. 1-10 2015 DSAA https://doi.org/10.1109/DSAA.2015.7344880 https://www.wikidata.org/entity/Q58203826 conf/dsaa/2015 db/conf/dsaa/dsaa2015.html#AndrienkoAFRB15 Vinicius Monteiro de Lira Valéria Cesário Times Chiara Renso Salvatore Rinzivillo ComeWithMe: An Activity-Oriented Carpooling Approach. 2574-2579 2015 ITSC https://doi.org/10.1109/ITSC.2015.414 conf/itsc/2015 db/conf/itsc/itsc2015.html#LiraTRR15 Paolo Cintia Salvatore Rinzivillo Luca Pappalardo Network-based Measures for Predicting the Outcomes of Football Games. 46-54 2015 MLSA@PKDD/ECML https://ceur-ws.org/Vol-1970/paper-07.pdf conf/pkdd/2015mlsa db/conf/pkdd/mlsa2015.html#CintiaRP15 Natalia V. Andrienko Gennady L. Andrienko Georg Fuchs Salvatore Rinzivillo Hans-Dieter Betz Real Time Detection and Tracking of Spatial Event Clusters. 316-319 2015 ECML/PKDD (3) https://doi.org/10.1007/978-3-319-23461-8_38 https://www.wikidata.org/entity/Q58203836 conf/pkdd/2015-3 db/conf/pkdd/pkdd2015-3.html#AndrienkoAFRB15

Anna Monreale Salvatore Rinzivillo Francesca Pratesi Fosca Giannotti Dino Pedreschi Privacy-by-design in big data analytics and social mining. 10 2014 3 EPJ Data Sci. 1 https://doi.org/10.1140/epjds/s13688-014-0010-4 https://www.wikidata.org/entity/Q59395562 db/journals/epjds/epjds3.html#MonrealeRPGP14

Diego Pennacchioli Michele Coscia Salvatore Rinzivillo Fosca Giannotti Dino Pedreschi The retail market as a complex system. 33 2014 3 EPJ Data Sci. 1 https://doi.org/10.1140/epjds/s13688-014-0033-x https://www.wikidata.org/entity/Q59395649 db/journals/epjds/epjds3.html#PennacchioliCRG14

Salvatore Rinzivillo Lorenzo Gabrielli Mirco Nanni Luca Pappalardo Dino Pedreschi Fosca Giannotti The purpose of motion: Learning activities from Individual Mobility Networks. 312-318 2014 DSAA https://doi.org/10.1109/DSAA.2014.7058090 https://www.wikidata.org/entity/Q57830881 conf/dsaa/2014 db/conf/dsaa/dsaa2014.html#RinzivilloGNPPG14 Vinicius Monteiro de Lira Salvatore Rinzivillo Valéria Cesário Times Chiara Renso MAPMOLTY: A Web Tool for Discovering Place Loyalty Based on Mobile Crowdsource Data. 528-531 2014 ICWE https://doi.org/10.1007/978-3-319-08245-5_43 conf/icwe/2014 db/conf/icwe/icwe2014.html#LiraRTR14 Vinicius Monteiro de Lira Salvatore Rinzivillo Chiara Renso Valéria Cesário Times Patrícia C. A. R. Tedesco Investigating semantic regularity of human mobility lifestyle. 314-317 2014 IDEAS https://doi.org/10.1145/2628194.2628226 conf/ideas/2014 db/conf/ideas/ideas2014.html#LiraRRTT14 Lorenzo Gabrielli Salvatore Rinzivillo Francesco Ronzano Daniel Villatore Understanding Large Events by Semantic Analysis of Twitter Data. 417-424 2014 SEBD conf/sebd/2014 db/conf/sebd/sebd2014.html#GabrielliRRV14 Lorenzo Gabrielli Barbara Furletti Fosca Giannotti Mirco Nanni Salvatore Rinzivillo Use of Mobile Phone Data to Estimate Visitors Mobility Flows. 214-226 2014 SEFM Workshops https://doi.org/10.1007/978-3-319-15201-1_14 conf/sefm/2014w db/conf/sefm/sefm2014w.html#GabrielliFGNR14 Riccardo Guidotti Anna Monreale Salvatore Rinzivillo Dino Pedreschi Fosca Giannotti Retrieving Points of Interest from Human Systematic Movements. 294-308 2014 SEFM Workshops https://doi.org/10.1007/978-3-319-15201-1_19 conf/sefm/2014w db/conf/sefm/sefm2014w.html#GuidottiMRPG14

Gennady L. Andrienko Natalia V. Andrienko Christophe Hurter Salvatore Rinzivillo Stefan Wrobel Scalable Analysis of Movement Data for Extracting and Exploring Significant Places. 1078-1094 2013 19 IEEE Trans. Vis. Comput. Graph. 7 https://doi.org/10.1109/TVCG.2012.311 http://doi.ieeecomputersociety.org/10.1109/TVCG.2012.311 https://www.wikidata.org/entity/Q30623772 db/journals/tvcg/tvcg19.html#AndrienkoAHRW13

Anna Monreale Wendy Hui Wang Francesca Pratesi Salvatore Rinzivillo Dino Pedreschi Gennady L. Andrienko Natalia V. Andrienko Privacy-Preserving Distributed Movement Data Aggregation. 225-245 2013 AGILE Conf. https://doi.org/10.1007/978-3-319-00615-4_13 https://www.wikidata.org/entity/Q58203869 conf/agile/2013 db/conf/agile/agile2013.html#MonrealeWPRPAA13 Barbara Furletti Lorenzo Gabrielli Chiara Renso Salvatore Rinzivillo Analysis of GSM calls data for understanding user mobility behavior. 550-555 2013 IEEE BigData https://doi.org/10.1109/BigData.2013.6691621 conf/bigdataconf/2013 db/conf/bigdataconf/bigdataconf2013.html#FurlettiGRR13 Diego Pennacchioli Michele Coscia Salvatore Rinzivillo Dino Pedreschi Fosca Giannotti Explaining the product range effect in purchase data. 648-656 2013 IEEE BigData https://doi.org/10.1109/BigData.2013.6691634 conf/bigdataconf/2013 db/conf/bigdataconf/bigdataconf2013.html#PennacchioliCRPG13 Lorenzo Gabrielli Salvatore Rinzivillo Francesco Ronzano Daniel Villatoro From Tweets to Semantic Trajectories: Mining Anomalous Urban Mobility Patterns. 26-35 2013 CitiSens https://doi.org/10.1007/978-3-319-04178-0_3 conf/citisens/2013 db/conf/citisens/citisens2013.html#GabrielliRRV13 Luca Pappalardo Salvatore Rinzivillo Dino Pedreschi Fosca Giannotti Validating general human mobility patterns on massive GPS data. 305-312 2013 SEBD conf/sebd/2013 db/conf/sebd/sebd2013.html#PappalardoRPG13 Francesca Pratesi Anna Monreale Hui Wang 0013 Salvatore Rinzivillo Dino Pedreschi Gennady L. Andrienko Natalia V. Andrienko Privacy-Aware Distributed Mobility Data Analytics. 329-342 2013 SEBD conf/sebd/2013 db/conf/sebd/sebd2013.html#PratesiMWRPAA13 Salvatore Rinzivillo Fernando de Lucca Siqueira Lorenzo Gabrielli Chiara Renso Vania Bogorny Where Have You Been Today? Annotating Trajectories with DayTag. 467-471 2013 SSTD https://doi.org/10.1007/978-3-642-40235-7_30 conf/ssd/2013 db/conf/ssd/sstd2013.html#RinzivilloSGRB13 Davy Janssens Mirco Nanni Salvatore Rinzivillo Car Traffic Monitoring. 197-220 2013 Mobility Data books/cu/mobility2013 db/books/collections/mobility2013.html#JanssensNR13

Salvatore Rinzivillo Simone Mainardi Fabio Pezzoni Michele Coscia Dino Pedreschi Fosca Giannotti Discovering the Geographical Borders of Human Mobility. 253-260 2012 26 Künstliche Intell. 3 https://doi.org/10.1007/s13218-012-0181-8 db/journals/ki/ki26.html#RinzivilloMPCPG12

Davy Janssens Fosca Giannotti Mirco Nanni Dino Pedreschi Salvatore Rinzivillo Data Science for Simulating the Era of Electric Vehicles. 275-278 2012 26 Künstliche Intell. 3 https://doi.org/10.1007/s13218-012-0183-6 db/journals/ki/ki26.html#JanssensGNPR12

Michele Coscia Salvatore Rinzivillo Fosca Giannotti Dino Pedreschi Optimal Spatial Resolution for the Analysis of Human Mobility. 248-252 2012 ASONAM https://doi.org/10.1109/ASONAM.2012.50 https://doi.ieeecomputersociety.org/10.1109/ASONAM.2012.50 conf/asunam/2012 db/conf/asunam/asonam2012.html#CosciaRGP12 Barbara Furletti Lorenzo Gabrielli Chiara Renso Salvatore Rinzivillo Identifying users profiles from mobile calls habits. 17-24 2012 UrbComp@KDD https://doi.org/10.1145/2346496.2346500 conf/kdd/2012urbcomp db/conf/kdd/urbcomp2012.html#FurlettiGRR12

Fosca Giannotti Mirco Nanni Dino Pedreschi Fabio Pinelli Chiara Renso Salvatore Rinzivillo Roberto Trasarti Unveiling the complexity of human mobility by querying and mining massive trajectory data. 695-719 2011 20 VLDB J. 5 https://doi.org/10.1007/s00778-011-0244-8 https://www.wikidata.org/entity/Q116759463 db/journals/vldb/vldb20.html#GiannottiNPPRRT11

Gennady L. Andrienko Natalia V. Andrienko Christophe Hurter Salvatore Rinzivillo Stefan Wrobel From movement tracks through events to places: Extracting and characterizing significant places from mobility data. 161-170 2011 IEEE VAST https://doi.org/10.1109/VAST.2011.6102454 https://www.wikidata.org/entity/Q58203919 conf/ieeevast/2011 db/conf/ieeevast/ieeevast2011.html#AndrienkoAHRW11 Salvatore Rinzivillo Salvatore Ruggieri Who/Where Are My New Customers? 307-317 2011 ISMIS Industrial Session https://doi.org/10.1007/978-3-642-22732-5_25 conf/ismis/2011is db/conf/ismis/ismis2011is.html#RinzivilloR11 Rebecca Ong Fabio Pinelli Roberto Trasarti Mirco Nanni Chiara Renso Salvatore Rinzivillo Fosca Giannotti Traffic Jams Detection Using Flock Mining. 650-653 2011 ECML/PKDD (3) https://doi.org/10.1007/978-3-642-23808-6_49 https://www.wikidata.org/entity/Q116759462 conf/pkdd/2011-3 db/conf/pkdd/pkdd2011-3.html#OngPTNRRG11

Anna Monreale Gennady L. Andrienko Natalia V. Andrienko Fosca Giannotti Dino Pedreschi Salvatore Rinzivillo Stefan Wrobel Movement Data Anonymity through Generalization. 91-121 2010 3 Trans. Data Priv. 2 http://www.tdp.cat/issues/abs.a045a10.php db/journals/tdp/tdp3.html#MonrealeAAGPRW10

Fosca Giannotti Mirco Nanni Dino Pedreschi Fabio Pinelli Chiara Renso Salvatore Rinzivillo Roberto Trasarti Mobility data mining: discovering movement patterns from trajectory data. 7-10 2010 Computational Transportation Science https://doi.org/10.1145/1899441.1899444 https://www.wikidata.org/entity/Q116759468 conf/gis/2010ts db/conf/gis/gis2010ts.html#GiannottiNPPRRT10 Roberto Trasarti Salvatore Rinzivillo Fabio Pinelli Mirco Nanni Anna Monreale Chiara Renso Dino Pedreschi Fosca Giannotti Exploring Real Mobility Data with M-Atlas. 624-627 2010 ECML/PKDD (3) https://doi.org/10.1007/978-3-642-15939-8_48 https://www.wikidata.org/entity/Q116759467 conf/pkdd/2010-3 db/conf/pkdd/pkdd2010-3.html#TrasartiRPNMRPG10 Slava Kisilevich Florian Mansmann Mirco Nanni Salvatore Rinzivillo Spatio-temporal clustering. 855-874 2010 Data Mining and Knowledge Discovery Handbook https://doi.org/10.1007/978-0-387-09823-4_44 reference/dmkdh/2010 db/reference/dmkdh/dmkdh2010.html#KisilevichMNR10 Gennady L. Andrienko Natalia V. Andrienko Salvatore Rinzivillo Mirco Nanni Dino Pedreschi Fosca Giannotti Interactive visual clustering of large collections of trajectories. 3-10 2009 IEEE VAST https://doi.org/10.1109/VAST.2009.5332584 https://www.wikidata.org/entity/Q58203972 conf/ieeevast/2009 db/conf/ieeevast/ieeevast2009.html#AndrienkoARNPG09 Gennady L. Andrienko Natalia V. Andrienko Salvatore Rinzivillo Mirco Nanni Dino Pedreschi A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data. 432-435 2009 SSTD https://doi.org/10.1007/978-3-642-02982-0_34 https://www.wikidata.org/entity/Q58203962 conf/ssd/2009 db/conf/ssd/sstd2009.html#AndrienkoARNP09

Salvatore Rinzivillo Dino Pedreschi Mirco Nanni Fosca Giannotti Natalia V. Andrienko Gennady L. Andrienko Visually driven analysis of movement data by progressive clustering. 225-239 2008 7 Inf. Vis. 3-4 https://doi.org/10.1057/palgrave.ivs.9500183 https://www.wikidata.org/entity/Q58203998 db/journals/ivs/ivs7.html#RinzivilloPNGAA08

Salvatore Rinzivillo Franco Turini Vania Bogorny Christine Körner Bart Kuijpers Michael May 0001 Knowledge Discovery from Geographical Data. 243-265 2008 Mobility, Data Mining and Privacy https://doi.org/10.1007/978-3-540-75177-9_10 series/springer/2008mdmp db/series/springer/mdmp2008.html#RinzivilloTBKKM08

Salvatore Rinzivillo Franco Turini Knowledge discovery from spatial transactions. 1-22 2007 28 J. Intell. Inf. Syst. 1 https://doi.org/10.1007/s10844-006-0001-4 db/journals/jiis/jiis28.html#RinzivilloT07

Franco Turini Miriam Baglioni Barbara Furletti Salvatore Rinzivillo Examples of Integration of Induction and Deduction in Knowledge Discovery. 307-326 2006 conf/birthday/2006aiello Reasoning, Action and Interaction in AI Theories and Systems https://doi.org/10.1007/11829263_17 db/conf/birthday/Aiello2006.html#TuriniBFR06 Salvatore Rinzivillo Knowledge discovery from spatial transactions. University of Pisa, Italy 2005 https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=BNI0028719 Salvatore Rinzivillo Franco Turini Extracting spatial association rules from spatial transactions. 79-86 2005 conf/gis/2005 GIS https://doi.org/10.1145/1097064.1097077 db/conf/gis/gis2005.html#RinzivilloT05 Salvatore Rinzivillo Franco Turini Classification in Geographical Information Systems. 374-385 https://doi.org/10.1007/978-3-540-30116-5_35 2004 conf/pkdd/2004 PKDD db/conf/pkdd/pkdd2004.html#RinzivilloT04 Angelo Gargantini Elvinia Riccobene Salvatore Rinzivillo Using Spin to Generate Testsfrom ASM Specifications. 263-277 2003 conf/asm/2003 Abstract State Machines https://doi.org/10.1007/3-540-36498-6_15 db/conf/asm/asm2003.html#GargantiniRR03 Aizhan Abdrassulova Linara Adilova Marco Ajelli Giuseppe Amato 0001 Giuseppina Andresini Xanthi Andrianou Gennady L. Andrienko Natalia V. Andrienko Maria-Luiza AntonieLuiza Antonie Annalisa Appice Alexander Artikis Erlend Aune Miriam Baglioni Albert-László Barabási Raul Barbosa Antonino Bella Stefania Bellino Andrea Beretta Isacco Beretta Hans-Dieter Betz Adrien Bibal Przemyslaw Biecek Valerio Bitetta Michaela Blott Francesco Bodria Vania Bogorny Chiara Boldrini Pietro Bonato Francesco Bonchi Daniele Boncoraglio Ilaria Bordino Stefano Boros Tassadit Bouadi Silvio Brusaferro Christopher L. Buckley Leonardo Candela Eleonora Cappuccio Donatella Castelli Ciro Cattuto Michelangelo Ceci Daniele Checchi Francesca Chiaromonte Peter Christen Daniela Cialfi Paolo Cintia Sara Colantonio Giovanni Comandè Marco Conti Lee A. D. CooperLee Cooper 0001 Michele Coscia Mark Coté Pierluigi Crescenzi Rosaria Deluca Francesca Deri Giuseppe Desolda Frank Dignum Virginia Dignum Francesco Distefano Josep Domingo-Ferrer Andrea Esposito 0002 Andrea Esuli Francesco Fabbri Massimo Fabiani Daniele Fadda Fabrizio Falchi Paolo Ferragina Pedro M. Ferreira 0001 Andrea Ferretti Giorgio Filippi Marta Fioravanti Giuseppe Forte Philippe Fournier-Viger Benoît Frénay Holger Fröning Georg Fuchs Barbara Furletti Lorenzo Gabrielli Luis Galárraga Claudio Gallicchio Patrick Gallinari João Gama 0001 Angelo Gargantini Ricard Gavaldà Claudio Gennaro Gizem Gezici Naghmeh Ghazaleh Fosca Giannotti Guilherme Graça Francesco Greco Jasmin Grosinger 0001 Riccardo Guidotti Jon Atle Gulla Francesco Gullo Giorgio Guzzetta Dirk Helbing Onntje Hinrichs Jeroen van den Hoven Christophe Hurter Luca Iocchi Davy Janssens Michael Kamp Bo Kang Kimmo Kaski Bahavathy Kathirgamanathan János Kertész Benjamin Kille Slava Kisilevich Christine KoppChristine Körner Irena Koprinska Yamuna Krishnamurthy Bart Kuijpers Pablo Lanillos Rosa Lanzilotti Christine Largeron Sune Lehmann Gabriele Lenzini Bruno Lepri Federica Licari Jefrey Lijffijt Vinicius Monteiro de Lira Corrado Loglisci Andreas Lommatzsch Pier Luigi Lopalco Paul Lukowicz José Oramas M.José Oramas Simone Mainardi Donato Malerba Giuseppe Manco 0001 Marta Marchiori Manerba Florian Mansmann Martina Del Manso Periklis Mantenoglou Valentina Marziano Elio Masciari Stan Matwin Michael May 0001 Sara Mazzilli Iberia MedeirosIbéria Medeiros David Megías 0001David Megías Jiménez Stefano Merler Soumia Zohra El Mestari Carlo Metta Ioanna Miliou Letizia Milli Diego Saldana Miranda Anna Monreale Katharina Morik Mirco Nanni Christian Napoli 0001 Francesca Naretto Michela Natilli M. Saqib Nawaz Eirini Ntoutsi Nuria Oliver Rebecca Ong Özlem Özgöbek Pasquale Pagano Cecilia Panigutti Luca Pappalardo Andrea Passarella Andrea Passerini Mykola Pechenizkiy Dino Pedreschi Roberto Pellungrini Diego Pennacchioli Francesco Penone Alex Pentland Raffaele Perego 0001 Franz Pernkopf Alan Perotti Fabio Pezzoni Patrizio Pezzotti Fabio Pianesi Fabio Pinelli Piero Poletti Giovanni Ponti Francesca Pratesi Fausto Rabitti Karin Rainer Maxwell James D. RamsteadMaxwell Ramstead Zbigniew W. Ras Chiara Renso Giovanni Rezza Rita P. Ribeiro Flavia Riccardo Elvinia Riccobene Jonas Richiardi Jacques Robin Francesco Ronzano Damian Roqueiro Bodo Rosenhahn Giulio Rossetti Salvatore Ruggieri Massimiliano Ruocco Fabio Michele Russo Alessandro Saffiotti Marcello Savarese Teresa Scantamburlo Gregor Schiele Günther Schindler Erich Schubert Peter Schüller Fabrizio Sebastiani 0001 Konstantinos Sechidis Paulo SerafimPaulo Bruno S. Serafim Luciano Serafini Mattia Setzu Lorenzo Severini Arno Siebes Filippo Simini Fernando de Lucca Siqueira Alina Sîrbu Meng Sun 0002 Joakim Sundnes Lara Tavoschi Patrícia C. A. R. Tedesco Maurizio Tesconi Valéria Cesário Times Vicenç Torra Roberto Trasarti Paolo Traverso Filippo Trentini Franco Turini Alberto Mateo Urdiales Javier Vázquez-Salceda Manjunatha Veerappa Sebastián Ventura Tim Verbelen Maria Fenicia Vescio Alessandro Vespignani Tiphaine Viard Daniel Villatore Daniel Villatoro Paolo Vineis Wendy Hui WangHui Wang 0013 Pascal Welke Stefan Wrobel Xinyue Xiong Yuan Yin Qian Zhang 0016 Min Zhou 0006 Arthur Zimek Albrecht Zimmermann Maciej ZuziakMaciej Krzysztof Zuziak