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2020 – today
- 2024
[j57]Laura Ferrarotti
, Massimiliano Luca, Gabriele Santin, Giorgio Previati, Gianpiero Mastinu, Massimiliano Gobbi, Elena Campi, Lorenzo Uccello, Antonino Albanese, Praveen Zalaya, Alessandro Roccasalva, Bruno Lepri:
Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation. IEEE Access 12: 32693-32705 (2024)- [j56]Marco Bronzini, Carlo Nicolini, Bruno Lepri, Andrea Passerini, Jacopo Staiano:
Glitter or gold? Deriving structured insights from sustainability reports via large language models. EPJ Data Sci. 13(1): 41 (2024) - [j55]Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe:
Spatial entropy as an inductive bias for vision transformers. Mach. Learn. 113(9): 6945-6975 (2024) - [j54]Takahiro Yabe, Massimiliano Luca, Kota Tsubouchi, Bruno Lepri, Marta C. González, Esteban Moro:
Enhancing human mobility research with open and standardized datasets. Nat. Comput. Sci. 4(7): 469-472 (2024) - [j53]Giovanni De Toni, Paolo Viappiani, Stefano Teso, Bruno Lepri, Andrea Passerini:
Personalized Algorithmic Recourse with Preference Elicitation. Trans. Mach. Learn. Res. 2024 (2024) - [c84]Nicolò Penzo, Antonio Longa, Bruno Lepri, Sara Tonelli, Marco Guerini:
Putting Context in Context: the Impact of Discussion Structure on Text Classification. EACL (1) 2024: 1793-1811 - [c83]Nicolò Penzo, Maryam Sajedinia, Bruno Lepri, Sara Tonelli, Marco Guerini:
Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations. EMNLP 2024: 11210-11233 - [c82]Carlo Nicolini, Monisha Gopalan, Bruno Lepri, Jacopo Staiano:
Hopfield networks for asset allocation. ICAIF 2024: 19-26 - [c81]Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin:
A Characterization Theorem for Equivariant Networks with Point-wise Activations. ICLR 2024 - [c80]Weijie Wang, Jichao Zhang, Chang Liu, Xia Li, Xingqian Xu, Humphrey Shi, Nicu Sebe, Bruno Lepri:
UVMap-ID: A Controllable and Personalized UV Map Generative Model. ACM Multimedia 2024: 10725-10734 - [c79]Seyedehdelaram Esfahani, Giovanni De Toni, Bruno Lepri, Andrea Passerini, Katya Tentori, Massimo Zancanaro:
Preference Elicitation in Interactive and User-centered Algorithmic Recourse: an Initial Exploration. UMAP 2024: 249-254 - [i99]Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin:
A Characterization Theorem for Equivariant Networks with Point-wise Activations. CoRR abs/2401.09235 (2024) - [i98]Nicolò Penzo, Antonio Longa, Bruno Lepri, Sara Tonelli, Marco Guerini:
Putting Context in Context: the Impact of Discussion Structure on Text Classification. CoRR abs/2402.02975 (2024) - [i97]Carlo Nicolini, Jacopo Staiano, Bruno Lepri, Raffaele Marino:
The Garden of Forking Paths: Observing Dynamic Parameters Distribution in Large Language Models. CoRR abs/2403.08739 (2024) - [i96]Simone Centellegher, Marco De Nadai, Marco Tonin, Bruno Lepri, Lorenzo Lucchini:
The long-term and disparate impact of job loss on individual mobility behaviour. CoRR abs/2403.10276 (2024) - [i95]Sebastiano Bontorin, Simone Centellegher, Riccardo Gallotti, Luca Pappalardo, Bruno Lepri, Massimiliano Luca:
Mixing Individual and Collective Behaviours to Predict Out-of-Routine Mobility. CoRR abs/2404.02740 (2024) - [i94]Marco Bronzini, Carlo Nicolini, Bruno Lepri, Jacopo Staiano, Andrea Passerini:
Unveiling LLMs: The Evolution of Latent Representations in a Temporal Knowledge Graph. CoRR abs/2404.03623 (2024) - [i93]Seyedehdelaram Esfahani, Giovanni De Toni, Bruno Lepri, Andrea Passerini, Katya Tentori, Massimo Zancanaro:
Exploiting Preference Elicitation in Interactive and User-centered Algorithmic Recourse: An Initial Exploration. CoRR abs/2404.05270 (2024) - [i92]Weijie Wang, Jichao Zhang, Chang Liu, Xia Li, Xingqian Xu, Humphrey Shi, Nicu Sebe, Bruno Lepri:
UVMap-ID: A Controllable and Personalized UV Map Generative Model. CoRR abs/2404.14568 (2024) - [i91]Ciro Beneduce, Bruno Lepri, Massimiliano Luca:
Large Language Models are Zero-Shot Next Location Predictors. CoRR abs/2405.20962 (2024) - [i90]Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin:
Separation Power of Equivariant Neural Networks. CoRR abs/2406.08966 (2024) - [i89]Aditya Gulati, Marina Martinez-Garcia, Daniel Fernandez, Miguel Angel Lozano, Bruno Lepri, Nuria Oliver:
What is Beautiful is Still Good: The Attractiveness Halo Effect in the era of Beauty Filters. CoRR abs/2407.11981 (2024) - [i88]Marco Tonin, Bruno Lepri, Michele Tizzoni:
Physical partisan proximity outweighs online ties in predicting US voting outcomes. CoRR abs/2407.12146 (2024) - [i87]Carlo Nicolini, Monisha Gopalan, Jacopo Staiano, Bruno Lepri:
Hopfield Networks for Asset Allocation. CoRR abs/2407.17645 (2024) - [i86]Mingrui Ma, Weijie Wang, Jie Ning, Jianfeng He, Nicu Sebe, Bruno Lepri:
Large Language Models for Multimodal Deformable Image Registration. CoRR abs/2408.10703 (2024) - [i85]Aditya Gulati, Bruno Lepri, Nuria Oliver:
Lookism: The overlooked bias in computer vision. CoRR abs/2408.11448 (2024) - [i84]Nicolò Penzo, Maryam Sajedinia, Bruno Lepri, Sara Tonelli, Marco Guerini:
Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in Conversations. CoRR abs/2409.18602 (2024) - [i83]Gian Maria Campedelli, Nicolò Penzo, Massimo Stefan, Roberto Dessì, Marco Guerini, Bruno Lepri, Jacopo Staiano:
I Want to Break Free! Persuasion and Anti-Social Behavior of LLMs in Multi-Agent Settings with Social Hierarchy. CoRR abs/2410.07109 (2024) - [i82]Giovanni De Toni, Stefano Teso, Bruno Lepri, Andrea Passerini:
Time Can Invalidate Algorithmic Recourse. CoRR abs/2410.08007 (2024) - 2023
- [j52]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) - [j51]Hugo Contreras, Cristian Candia, Rodrigo Troncoso, Leo Ferres, Loreto Bravo, Bruno Lepri, Carlos Rodríguez-Sickert:
Linking physical violence to women's mobility in Chile. EPJ Data Sci. 12(1): 54 (2023) - [j50]Nicolò Alessandro Girardini, Simone Centellegher, Andrea Passerini, Ivano Bison, Fausto Giunchiglia, Bruno Lepri:
Adaptation of student behavioural routines during Covid-19: a multimodal approach. EPJ Data Sci. 12(1): 55 (2023) - [j49]Massimiliano Luca, Gian Maria Campedelli, Simone Centellegher, Michele Tizzoni, Bruno Lepri:
Crime, inequality and public health: a survey of emerging trends in urban data science. Frontiers Big Data 6 (2023) - [j48]Giovanni De Toni, Bruno Lepri, Andrea Passerini:
Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis. Mach. Learn. 112(4): 1389-1409 (2023) - [j47]Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi:
Trajectory test-train overlap in next-location prediction datasets. Mach. Learn. 112(11): 4597-4634 (2023) - [j46]Antonio Bucchiarone, Simone Bassanelli, Massimiliano Luca, Simone Centellegher, Piergiorgio Cipriano, Luca Giovannini, Bruno Lepri, Annapaola Marconi:
Play&Go Corporate: An End-to-End Solution for Facilitating Urban Cyclability. IEEE Trans. Intell. Transp. Syst. 24(12): 15830-15843 (2023) - [j45]Antonio Longa, Veronica Lachi, Gabriele Santin, Monica Bianchini, Bruno Lepri, Pietro Lio, Franco Scarselli, Andrea Passerini:
Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities. Trans. Mach. Learn. Res. 2023 (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) - [i81]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) - [i80]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) - [i79]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) - [i78]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) - [i77]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) - [i76]Nicolò Alessandro 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) - [i75]Weijie Wang, Zhengyu Zhao, Nicu Sebe, Bruno Lepri:
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection. CoRR abs/2309.01104 (2023) - [i74]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) - [i73]Marco Bronzini, Carlo Nicolini, Bruno Lepri, Andrea Passerini, Jacopo Staiano:
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models. CoRR abs/2310.05628 (2023) - [i72]Weijie Wang, Guofeng Mei, Bin Ren, Xiaoshui Huang, Fabio Poiesi, Luc Van Gool, Nicu Sebe, Bruno Lepri:
Zero-Shot Point Cloud Registration. CoRR abs/2312.03032 (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) - [c78]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 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. 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) - [c77]Aditya Gulati, Miguel Angel Lozano, Bruno Lepri, Nuria Oliver:
BIASeD: Bringing Irrationality into Automated System Design. TFSOCTAI@AAAI Fall Symposium 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 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, 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 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. 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]Gev