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2020 – today
- 2023
[j46]Massimiliano Luca
, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo:
A Survey on Deep Learning for Human Mobility. ACM Comput. Surv. 55(2): 7:1-7:44 (2023)- [j45]Giovanni De Toni, Bruno Lepri, Andrea Passerini:
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis. Mach. Learn. 112(4): 1389-1409 (2023) - [j44]Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai:
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. IEEE Trans. Multim. 25: 3343-3353 (2023) - [i79]Antonio Longa, Veronica Lachi, Gabriele Santin, Monica Bianchini, Bruno Lepri, Pietro Liò, Franco Scarselli, Andrea Passerini:
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities. CoRR abs/2302.01018 (2023) - [i78]Lorenzo Lucchini, Ollin Langle-Chimal, Lorenzo Candeago, Lucio Melito, Alex Chunet, Aleister Montfort, Bruno Lepri, Nancy Lozano-Gracia, Samuel P. Fraiberger:
Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries. CoRR abs/2305.06888 (2023) - [i77]Valentín Vergara Hidd, Mailun Zhang, Simone Centellegher, Sam G. B. Roberts, Bruno Lepri, Eduardo López:
The Rhythms of Transient Relationships: Allocating time between weekdays and weekends. CoRR abs/2305.14737 (2023) - [i76]Weizhi Nie, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe:
T2TD: Text-3D Generation Model based on Prior Knowledge Guidance. CoRR abs/2305.15753 (2023) - [i75]Weizhi Nie, Chuanqi Jiao, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe, Anan Liu:
Point-PC: Point Cloud Completion Guided by Prior Knowledge via Causal Inference. CoRR abs/2305.17770 (2023) - [i74]Nicolò A. Girardini, Simone Centellegher, Andrea Passerini, Ivano Bison, Fausto Giunchiglia, Bruno Lepri:
Adaptation of Student Behavioural Routines during COVID-19: A Multimodal Approach. CoRR abs/2306.08561 (2023) - [i73]Weijie Wang, Zhengyu Zhao, Nicu Sebe, Bruno Lepri:
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection. CoRR abs/2309.01104 (2023) - [i72]Laura Ferrarotti, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri:
Quantitative and Qualitative Evaluation of Reinforcement Learning Policies for Autonomous Vehicles. CoRR abs/2309.08254 (2023) - 2022
- [j43]Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri:
A Framework for Verifiable and Auditable Collaborative Anomaly Detection. IEEE Access 10: 82896-82909 (2022) - [j42]Antonio Longa, Giulia Cencetti, Bruno Lepri, Andrea Passerini:
An efficient procedure for mining egocentric temporal motifs. Data Min. Knowl. Discov. 36(1): 355-378 (2022) - [j41]Elia Leoni, Giulia Cencetti, Gabriele Santin, Timofei Istomin, Davide Molteni, Gian Pietro Picco, Elisabetta Farella, Bruno Lepri, Amy L. Murphy:
Measuring close proximity interactions in summer camps during the COVID-19 pandemic. EPJ Data Sci. 11(1): 5 (2022) - [j40]Massimiliano Luca, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu:
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic. EPJ Data Sci. 11(1): 22 (2022) - [j39]Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo:
Generating mobility networks with generative adversarial networks. EPJ Data Sci. 11(1): 58 (2022) - [j38]Fan Yang, Alina Vereshchaka, Bruno Lepri, Wen Dong:
Optimizing City-Scale Traffic Through Modeling Observations of Vehicle Movements. IEEE Trans. Intell. Transp. Syst. 23(8): 10492-10503 (2022) - [c77]Bruno Lepri, Simone Centellegher, Marco De Nadai:
Understanding and Rewiring Cities. ADBIS 2022: 3-10 - [i71]Massimiliano Luca, Bruno Lepri, Enrique Frías-Martínez, Andra Lutu:
Modeling International Mobility using Roaming Cell Phone Traces during COVID-19 Pandemic. CoRR abs/2201.02470 (2022) - [i70]Giovanni De Toni, Bruno Lepri, Andrea Passerini:
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis. CoRR abs/2201.07135 (2022) - [i69]Giovanni Mauro, Massimiliano Luca, Antonio Longa, Bruno Lepri, Luca Pappalardo:
Generating Synthetic Mobility Networks with Generative Adversarial Networks. CoRR abs/2202.11028 (2022) - [i68]Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi:
Trajectory Test-Train Overlap in Next-Location Prediction Datasets. CoRR abs/2203.03208 (2022) - [i67]Beatrice Nobile, Gabriele Santin, Bruno Lepri, Pierpaolo Brutti:
Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model. CoRR abs/2203.05811 (2022) - [i66]Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri:
A Framework for Verifiable and Auditable Federated Anomaly Detection. CoRR abs/2203.07802 (2022) - [i65]Antonio Longa, Giulia Cencetti, Sune Lehmann, Andrea Passerini, Bruno Lepri:
Neighbourhood matching creates realistic surrogate temporal networks. CoRR abs/2205.08820 (2022) - [i64]Giovanni De Toni, Paolo Viappiani, Bruno Lepri, Andrea Passerini:
Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences. CoRR abs/2205.13743 (2022) - [i63]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial Entropy Regularization for Vision Transformers. CoRR abs/2206.04636 (2022) - [i62]Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi:
An End-to-End Solution for Enabling Urban Cyclability: The Bike2Work Experience. CoRR abs/2209.02755 (2022) - [i61]Weijie Wang, Nicu Sebe, Bruno Lepri:
Rethinking the Learning Paradigm for Facial Expression Recognition. CoRR abs/2209.15402 (2022) - [i60]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Smooth image-to-image translations with latent space interpolations. CoRR abs/2210.00841 (2022) - [i59]Aditya Gulati, Miguel Angel Lozano, Bruno Lepri, Nuria Oliver:
BIASeD: Bringing Irrationality into Automated System Design. CoRR abs/2210.01122 (2022) - [i58]Antonio Longa, Steve Azzolin, Gabriele Santin, Giulia Cencetti, Pietro Liò, Bruno Lepri, Andrea Passerini:
Explaining the Explainers in Graph Neural Networks: a Comparative Study. CoRR abs/2210.15304 (2022) - [i57]Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri:
Inequality, Crime and Public Health: A Survey of Emerging Trends in Urban Data Science. CoRR abs/2212.07676 (2022) - 2021
- [j37]Hadas Chassidim, Christos Perentis, Eran Toch, Bruno Lepri:
Between privacy and security: the factors that drive intentions to use cyber-security applications. Behav. Inf. Technol. 40(16): 1769-1783 (2021) - [j36]Natkamon Tovanich, Simone Centellegher, Nacéra Bennacer Seghouani, Joe Gladstone, Sandra Matz, Bruno Lepri:
Inferring psychological traits from spending categories and dynamic consumption patterns. EPJ Data Sci. 10(1): 24 (2021) - [j35]Wanyi Zhang, Qiang Shen, Stefano Teso, Bruno Lepri, Andrea Passerini, Ivano Bison, Fausto Giunchiglia:
Putting human behavior predictability in context. EPJ Data Sci. 10(1): 42 (2021) - [j34]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, 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. Ethics Inf. Technol. 23(S1): 1-6 (2021) - [j33]Dominik Balazka, Dick Houtman, Bruno Lepri:
How can big data shape the field of non-religion studies? And why does it matter? Patterns 2(6): 100263 (2021) - [j32]Gianni Barlacchi, Bruno Lepri, Alessandro Moschitti:
Land Use Classification With Point of Interests and Structural Patterns. IEEE Trans. Knowl. Data Eng. 33(9): 3258-3269 (2021) - [c76]Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin:
Equality of Opportunity in Ranking: A Fair-Distributive Model. BIAS 2021: 51-63 - [c75]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CVPR 2021: 10785-10794 - [c74]Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin:
Detecting discriminatory risk through data annotation based on Bayesian inferences. FAccT 2021: 794-804 - [c73]Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière:
Click to Move: Controlling Video Generation with Sparse Motion. ICCV 2021: 14729-14738 - [c72]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small Datasets. NeurIPS 2021: 23818-23830 - [i56]Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin:
Detecting discriminatory risk through data annotation based on Bayesian inferences. CoRR abs/2101.11358 (2021) - [i55]Massimiliano Luca, Gianni Barlacchi, Nuria Oliver, Bruno Lepri:
Leveraging Mobile Phone Data for Migration Flows. CoRR abs/2105.14956 (2021) - [i54]Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai:
Efficient Training of Visual Transformers with Small-Size Datasets. CoRR abs/2106.03746 (2021) - [i53]Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai:
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CoRR abs/2106.09016 (2021) - [i52]Elia Leoni, Giulia Cencetti, Gabriele Santin, Timofei Istomin, Davide Molteni, Gian Pietro Picco, Elisabetta Farella, Bruno Lepri, A. M. Murphy:
Measuring close proximity interactions in summer camps during the COVID-19 pandemic. CoRR abs/2106.14750 (2021) - [i51]Lorenzo Lucchini, Simone Centellegher, Luca Pappalardo, Riccardo Gallotti, Filippo Privitera, Bruno Lepri, Marco De Nadai:
Living in a pandemic: adaptation of individual mobility and social activity in the US. CoRR abs/2107.12235 (2021) - [i50]Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière:
Click to Move: Controlling Video Generation with Sparse Motion. CoRR abs/2108.08815 (2021) - [i49]Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai:
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. CoRR abs/2109.12492 (2021) - [i48]Antonio Longa, Giulia Cencetti, Bruno Lepri, Andrea Passerini:
An Efficient Procedure for Mining Egocentric Temporal Motifs. CoRR abs/2110.01391 (2021) - 2020
- [j31]Luckyson Khaidem, Massimiliano Luca, Fan Yang, Ankit Anand, Bruno Lepri, Wen Dong:
Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework. IEEE Access 8: 171528-171541 (2020) - [j30]Xiaowen Dong, Alfredo Jose Morales, Eaman Jahani, Esteban Moro, Bruno Lepri, Burçin Bozkaya, Carlos Sarraute, Yaneer Bar-Yam, Alex Pentland:
Segregated interactions in urban and online space. EPJ Data Sci. 9(1): 20 (2020) - [j29]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, 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, 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. Trans. Data Priv. 13(1): 61-66 (2020) - [j28]Alberto Rossi, Gianni Barlacchi, Monica Bianchini, Bruno Lepri:
Modelling Taxi Drivers' Behaviour for the Next Destination Prediction. IEEE Trans. Intell. Transp. Syst. 21(7): 2980-2989 (2020) - [c71]Fan Yang, Bruno Lepri, Wen Dong:
Optimal Control in Partially Observable Complex Social Systems. AAMAS 2020: 1557-1565 - [c70]Marco De Nadai, Bruno Lepri, Nuria Oliver:
Understanding Individual Behaviour: From Virtual to Physical Patterns. ECAI 2020: 2923-2924 - [c69]Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai:
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. ICPR 2020: 9280-9287 - [c68]Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri:
Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia 2020: 1357-1365 - [c67]Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe:
Retrieval Guided Unsupervised Multi-domain Image to Image Translation. ACM Multimedia 2020: 3164-3172 - [c66]Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Liò:
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks**To appear in the Proceedings of 2020 IEEE International Conference on Smart Computing (SMARTCOMP 2020). SMARTCOMP 2020: 57-64 - [i47]Marco De Nadai, Bruno Lepri, Nuria Oliver:
Understanding individual behaviour: from virtual to physical patterns. CoRR abs/2002.05500 (2020) - [i46]Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda:
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. CoRR abs/2003.06788 (2020) - [i45]Nuria Oliver, Emmanuel Letouzé, Harald Sterly, Sébastien Delataille, Marco De Nadai, Bruno Lepri, Renaud Lambiotte, Richard Benjamins, Ciro Cattuto, Vittoria Colizza, Nicolas de Cordes, Samuel P. Fraiberger, Till Koebe, Sune Lehmann, Juan Murillo, Alex Pentland, Phuong N. Pham, Frédéric Pivetta, Albert Ali Salah, Jari Saramäki, Samuel V. Scarpino, Michele Tizzoni, Stefaan Verhulst, Patrick Vinck:
Mobile phone data and COVID-19: Missing an opportunity? CoRR abs/2003.12347 (2020) - [i44]Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, 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. CoRR abs/2004.05222 (2020) - [i43]Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri:
Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. CoRR abs/2004.05822 (2020) - [i42]Lorenzo Lucchini, Laura Alessandretti, Bruno Lepri, Angela Gallo, Andrea Baronchelli:
From code to market: Network of developers and correlated returns of cryptocurrencies. CoRR abs/2004.07290 (2020) - [i41]Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Lio':
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks. CoRR abs/2004.11924 (2020) - [i40]Samuel P. Fraiberger, Pablo Astudillo, Lorenzo Candeago, Alex Chunet, Nicholas K. W. Jones, Maham Faisal Khan, Bruno Lepri, Nancy Lozano-Gracia, Lorenzo Lucchini, Emanuele Massaro, Aleister Montfort:
Uncovering socioeconomic gaps in mobility reduction during the COVID-19 pandemic using location data. CoRR abs/2006.15195 (2020) - [i39]Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri:
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR abs/2008.04200 (2020) - [i38]Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe:
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation. CoRR abs/2008.04991 (2020) - [i37]Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai:
Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. CoRR abs/2010.09334 (2020) - [i36]Massimiliano Luca, Gianni Barlacchi, Bruno Lepri, Luca Pappalardo:
Deep Learning for Human Mobility: a Survey on Data and Models. CoRR abs/2012.02825 (2020)
2010 – 2019
- 2019
- [j27]Lorenzo Candeago, Giulia Bertagnolli, Paolo Bosetti, Michele Vescovi, Francesco Sacco, Bruno Lepri:
Cities of a feather flock together: a study on the synchronization of communication between Italian cities. EPJ Data Sci. 8(1): 19:1-19:13 (2019) - [j26]Lorenzo Lucchini, Sara Tonelli, Bruno Lepri:
Following the footsteps of giants: modeling the mobility of historically notable individuals using Wikipedia. EPJ Data Sci. 8(1): 36 (2019) - [j25]Nadia Fabrizio, Elisa Rossi, Andrea Martini, Dimitar Anastasovski, Paolo Cappello, Lorenzo Candeago, Bruno Lepri:
Invoice Discounting: A Blockchain-Based Approach. Frontiers Blockchain 2: 13 (2019) - [j24]Wen Dong, Tong Guan, Bruno Lepri, Chunming Qiao:
PocketCare: Tracking the Flu with Mobile Phones Using Partial Observations of Proximity and Symptoms. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(2): 41:1-41:23 (2019) - [j23]Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini:
Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors. IEEE Trans. Comput. Soc. Syst. 6(4): 726-738 (2019) - [c65]Elena Beretta, Antonio Santangelo, Bruno Lepri, Antonio Vetrò, Juan Carlos De Martin:
The Invisible Power of Fairness. How Machine Learning Shapes Democracy. Canadian AI 2019: 238-250 - [c64]Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy. ICPRAM 2019: 822-829 - [c63]Antonio Luca Alfeo, Eduardo Castelló Ferrer, Yago Lizarribar Carrillo, Arnaud Grignard, Luis Alonso Pastor, Dylan T. Sleeper, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini, Kent Larson, Marco Dorigo, Alex 'Sandy' Pentland:
Urban Swarms: A new approach for autonomous waste management. ICRA 2019: 4233-4240 - [c62]Andrea Beretta, Massimo Zancanaro, Bruno Lepri:
Following Wrong Suggestions: Self-blame in Human and Computer Scenarios. INTERACT (3) 2019: 542-550 - [c61]Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri:
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. ACM Multimedia 2019: 1916-1924 - [p5]Albert Ali Salah, Alex Pentland, Bruno Lepri, Emmanuel Letouzé, Yves-Alexandre de Montjoye, Xiaowen Dong, Özge Dagdelen, Patrick Vinck:
Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey. Data for Refugees Challenge 2019: 3-27 - [p4]Antonio Luca Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Gigliola Vaglini:
Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey. Data for Refugees Challenge 2019: 165-178 - [e3]Albert Ali Salah, Alex Pentland, Bruno Lepri, Emmanuel Letouzé:
Guide to Mobile Data Analytics in Refugee Scenarios, The 'Data for Refugees Challenge' Study. Springer 2019, ISBN 978-3-030-12553-0 [contents] - [i35]Paolo Bosetti, Piero Poletti, Massimo Stella, Bruno Lepri, Stefano Merler, Manlio De Domenico:
Reducing measles risk in Turkey through social integration of Syrian refugees. CoRR abs/1901.04214 (2019) - [i34]Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini:
Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy. CoRR abs/1902.01601 (2019) - [i33]Elena Beretta, Antonio Santangelo, Bruno Lepri, Antonio Vetrò, Juan Carlos De Martin:
The invisible power of fairness. How machine learning shapes democracy. CoRR abs/1903.09493 (2019) - [i32]Marco De Nadai, Ângelo Cardoso, Antonio Lima, Bruno Lepri, Nuria Oliver:
Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds. CoRR abs/1904.09350 (2019) - [i31]Wen Dong, Tong Guan, Bruno Lepri, Chunming Qiao:
PocketCare: Tracking the Flu with Mobile Phones using Partial Observations of Proximity and Symptoms. CoRR abs/1905.02607 (2019) - [i30]Fan Yang, Alina Vereshchaka, Bruno Lepri, Wen Dong:
Optimizing city-scale traffic flows through modeling isolated observations of vehicle movements. CoRR abs/1906.05093 (2019) - [i29]Andrea Beretta, Massimo Zancanaro, Bruno Lepri:
Following wrong suggestions: self-blame in human and computer scenarios. CoRR abs/1907.00850 (2019) - [i28]Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri:
Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. CoRR abs/1907.05916 (2019) - [i27]Antonio L. Alfeo, Mario G. C. A. Cimino, Bruno Lepri, Alex 'Sandy' Pentland, Gigliola Vaglini:
Assessing Refugees' Integration via Spatio-temporal Similarities of Mobility and Calling Behaviors. CoRR abs/1907.06929 (2019) - [i26]Xiaowen Dong, Alfredo Jose Morales, Eaman Jahani, Esteban Moro, Bruno Lepri, Burçin Bozkaya, Carlos Sarraute, Yaneer Bar-Yam, Alex Pentland:
Segregated interactions in urban and online spaces. CoRR abs/1911.04027 (2019) - [i25]Lorenzo Lucchini, Sara Tonelli, Bruno Lepri:
Following the footsteps of giants: Modeling the mobility of historically notable individuals using Wikipedia. CoRR abs/1912.07551 (2019) - 2018
- [j22]Eran Toch, Claudio Bettini, Erez Shmueli, Laura Radaelli, Andrea Lanzi, Daniele Riboni, Bruno Lepri:
The Privacy Implications of Cyber Security Systems: A Technological Survey. ACM Comput. Surv. 51(2): 36:1-36:27 (2018) - [j21]Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Franco Zambonelli, Alex Pentland:
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. EPJ Data Sci. 7(1): 25 (2018) - [j20]Simone Centellegher, Giovanna Miritello, Daniel Villatoro, Devyani Parameshwar, Bruno Lepri, Nuria Oliver:
Mobile Money: Understanding and Predicting its Adoption and Use in a Developing Economy. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(4): 157:1-157:18 (2018) - [j19]Xiaowen Dong, Yoshihiko Suhara, Burçin Bozkaya, Vivek K. Singh, Bruno Lepri, Alex 'Sandy' Pentland:
Social Bridges in Urban Purchase Behavior. ACM Trans. Intell. Syst. Technol. 9(3): 33:1-33:29 (2018) - [j18]Antonio Luca Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini:
A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage. IEEE Trans. Intell. Transp. Syst. 19(7): 2258-2267 (2018) - [c60]Fabio Celli, Bruno Lepri:
Is Big Five Better than MBTI? A Personality Computing Challenge Using Twitter Data. CLiC-it 2018 - [c59]Marco De Nadai, Bruno Lepri:
The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment. DSAA 2018: 323-330 - [c58]Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri:
Weak Nodes Detection in Urban Transport Systems: Planning for Resilience in Singapore. DSAA 2018: 472-480 - [c57]Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin:
Ethical and Socially-Aware Data Labels. SIMBig 2018: 320-327 - [i24]Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Gigliola Vaglini:
A stigmergy-based analysis of city hotspots to discover trends and anomalies in urban transportation usage. CoRR abs/1804.05697 (2018) - [i23]Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Francesco Zambonelli, Alex Pentland:
Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. CoRR abs/1806.06967 (2018) - [i22]Albert Ali Salah, Alex Pentland, Bruno Lepri, Emmanuel Letouzé, Patrick Vinck, Yves-Alexandre de Montjoye, Xiaowen Dong, Özge Dagdelen:
Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey. CoRR abs/1807.00523 (2018) - [i21]Alberto Rossi, Gianni Barlacchi, Monica Bianchini, Bruno Lepri:
Modeling Taxi Drivers' Behaviour for the Next Destination Prediction. CoRR abs/1807.08173 (2018) - [i20]Marco De Nadai, Bruno Lepri:
The economic value of neighborhoods: Predicting real estate prices from the urban environment. CoRR abs/1808.02547 (2018) - [i19]Michele Ferretti, Gianni Barlacchi, Luca Pappalardo, Lorenzo Lucchini, Bruno Lepri:
Weak nodes detection in urban transport systems: Planning for resilience in Singapore. CoRR abs/1809.07839 (2018) - [i18]