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2020 – today
- 2025
[j61]Ciro Beneduce, Bruno Lepri, Massimiliano Luca:
Large Language Models are Zero-Shot Next Location Predictors. IEEE Access 13: 77456-77467 (2025)- [j60]Antonio Longa
, Steve Azzolin, Gabriele Santin, Giulia Cencetti, Pietro Lio, Bruno Lepri, Andrea Passerini:
Explaining the Explainers in Graph Neural Networks: a Comparative Study. ACM Comput. Surv. 57(5): 120:1-120:37 (2025) - [j59]Lorenzo Lucchini, Ollin D. 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. EPJ Data Sci. 14(1): 25 (2025) - [j58]Weizhi Nie, Ruidong Chen, Weijie Wang, Bruno Lepri, Nicu Sebe:
T2TD: Text-3D Generation Model Based on Prior Knowledge Guidance. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 172-189 (2025) - [c86]Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca:
SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. AAAI 2025: 20982-20990 - [c85]Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin:
Separation Power of Equivariant Neural Networks. ICLR 2025 - [i106]Nicolò Alessandro Girardini, Antonio Longa, Gaia Trebucchi, Giulia Cencetti, Andrea Passerini, Bruno Lepri:
Community Aware Temporal Network Generation. CoRR abs/2501.07327 (2025) - [i105]Weijie Wang, Guofeng Mei, Jian Zhang, Nicu Sebe, Bruno Lepri, Fabio Poiesi:
Fully-Geometric Cross-Attention for Point Cloud Registration. CoRR abs/2502.08285 (2025) - [i104]Nicolò Penzo, Marco Guerini, Bruno Lepri, Goran Glavas, Sara Tonelli:
Don't Stop the Multi-Party! On Generating Synthetic Multi-Party Conversations with Constraints. CoRR abs/2502.13592 (2025) - [i103]Ciro Beneduce, Bruno Lepri, Massimiliano Luca:
Urban Safety Perception Through the Lens of Large Multimodal Models: A Persona-based Approach. CoRR abs/2503.00610 (2025) - [i102]Fabio Celli, Aleksandar Kartelj, Miljan Dordevic, Derwin Suhartono, Vladimir Filipovic, Veljko Milutinovic, Georgios Spathoulas, Alessandro Vinciarelli, Michal Kosinski, Bruno Lepri:
Twenty Years of Personality Computing: Threats, Challenges and Future Directions. CoRR abs/2503.02082 (2025) - 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 - [i101]Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin:
A Characterization Theorem for Equivariant Networks with Point-wise Activations. CoRR abs/2401.09235 (2024) - [i100]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) - [i99]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) - [i98]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) - [i97]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) - [i96]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) - [i95]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) - [i94]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) - [i93]Ciro Beneduce, Bruno Lepri, Massimiliano Luca:
Large Language Models are Zero-Shot Next Location Predictors. CoRR abs/2405.20962 (2024) - [i92]Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin:
Separation Power of Equivariant Neural Networks. CoRR abs/2406.08966 (2024) - [i91]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) - [i90]Marco Tonin, Bruno Lepri, Michele Tizzoni:
Physical partisan proximity outweighs online ties in predicting US voting outcomes. CoRR abs/2407.12146 (2024) - [i89]Carlo Nicolini, Monisha Gopalan, Jacopo Staiano, Bruno Lepri:
Hopfield Networks for Asset Allocation. CoRR abs/2407.17645 (2024) - [i88]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) - [i87]Aditya Gulati, Bruno Lepri, Nuria Oliver:
Lookism: The overlooked bias in computer vision. CoRR abs/2408.11448 (2024) - [i86]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) - [i85]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) - [i84]Giovanni De Toni, Stefano Teso, Bruno Lepri, Andrea Passerini:
Time Can Invalidate Algorithmic Recourse. CoRR abs/2410.08007 (2024) - [i83]Massimiliano Luca, Bruno Lepri, Riccardo Gallotti, Stefania Paolazzi, Mauro Bigi, Marco Pistore:
Towards Civic Digital Twins: Co-Design the Citizen-Centric Future of Bologna. CoRR abs/2412.06328 (2024) - [i82]Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca:
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks. CoRR abs/2412.13053 (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]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]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. CoRR abs/1810.07910 (2018) - [i17]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. CoRR abs/1812.03289 (2018) - 2017
- [j17]Gianni Barlacchi, Christos Perentis, Abhinav Mehrotra, Mirco Musolesi, Bruno Lepri:
Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors. EPJ Data Sci. 6(1): 27 (2017) - [j16]Christos Perentis, Michele Vescovi, Chiara Leonardi, Corrado Moiso, Mirco Musolesi, Fabio Pianesi, Bruno Lepri:
Anonymous or Not? Understanding the Factors Affecting Personal Mobile Data Disclosure. ACM Trans. Internet Techn. 17(2): 13:1-13:19 (2017) - [c56]Gianni Barlacchi, Bruno Lepri, Alessandro Moschitti:
Predicting Land Use of Italian Cities using Structural Semantic Models. CLiC-it 2017 - [c55]Stefano Menini, Rachele Sprugnoli, Giovanni Moretti, Enrico Bignotti, Sara Tonelli, Bruno Lepri:
RAMBLE ON: Tracing Movements of Popular Historical Figures. EACL (Software Demonstrations) 2017: 77-80 - [c54]Cristina Segalin, Fabio Celli, Luca Polonio, Michal Kosinski, David Stillwell, Nicu Sebe, Marco Cristani, Bruno Lepri:
What your Facebook Profile Picture Reveals about your Personality. ACM Multimedia 2017: 460-468 - [c53]Fabio Celli, Pietro Zani Massani, Bruno Lepri:
Profilio: Psychometric Profiling to Boost Social Media Advertising. ACM Multimedia 2017: 546-550 - [c52]Gianni Barlacchi, Alberto Rossi, Bruno Lepri, Alessandro Moschitti:
Structural Semantic Models for Automatic Analysis of Urban Areas. ECML/PKDD (3) 2017: 279-291 - [c51]Antonio Luca Alfeo, Mario Giovanni C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data. SBP-BRiMS 2017: 292-301 - [c50]Michele Starnini, Bruno Lepri, Andrea Baronchelli, Alain Barrat, Ciro Cattuto, Romualdo Pastor-Satorras:
Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques. SocInfo (1) 2017: 536-551 - [p3]Bruno Lepri, Fabio Pianesi:
Computational Approaches for Personality Prediction. Social Signal Processing 2017: 168-182 - [p2]Ailbhe N. Finnerty, Bruno Lepri, Fabio Pianesi:
Acquisition of Personality. Emotions and Personality in Personalized Services 2017: 81-99 - [i16]Christos Perentis, Michele Vescovi, Chiara Leonardi, Corrado Moiso, Mirco Musolesi, Fabio Pianesi, Bruno Lepri:
Anonymous or not? Understanding the Factors Affecting Personal Mobile Data Disclosure. CoRR abs/1701.08308 (2017) - [i15]Simone Centellegher, Eduardo López, Jari Saramäki, Bruno Lepri:
Personality Traits and Ego-network Dynamics. CoRR abs/1702.06458 (2017) - [i14]Antonio L. Alfeo, Mario G. C. A. Cimino, Sara Egidi, Bruno Lepri, Alex Pentland, Gigliola Vaglini:
Stigmergy-based modeling to discover urban activity patterns from positioning data. CoRR abs/1704.03667 (2017) - [i13]Michele Starnini, Bruno Lepri, Andrea Baronchelli, Alain Barrat, Ciro Cattuto, Romualdo Pastor-Satorras:
Robust modeling of human contact networks across different scales and proximity-sensing techniques. CoRR abs/1707.06632 (2017) - [i12]Cristina Segalin, Fabio Celli, Luca Polonio, Michal Kosinski, David Stillwell, Nicu Sebe, Marco Cristani, Bruno Lepri:
What your Facebook Profile Picture Reveals about your Personality. CoRR abs/1708.01292 (2017) - 2016
- [j15]Simone Centellegher, Marco De Nadai, Michele Caraviello, Chiara Leonardi, Michele Vescovi, Yusi Ramadian, Nuria Oliver, Fabio Pianesi, Alex Pentland, Fabrizio Antonelli, Bruno Lepri:
The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives. EPJ Data Sci. 5(1): 3 (2016) - [j14]Andrey Bogomolov, Bruno Lepri, Roberto Larcher, Fabrizio Antonelli, Fabio Pianesi, Alex Pentland:
Energy consumption prediction using people dynamics derived from cellular network data. EPJ Data Sci. 5(1): 13 (2016) - [j13]Didem Gundogdu, Özlem Durmaz Incel, Albert Ali Salah, Bruno Lepri:
Countrywide arrhythmia: emergency event detection using mobile phone data. EPJ Data Sci. 5(1): 25 (2016) - [j12]Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Maria Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe:
SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 38(8): 1707-1720 (2016) - [j11]Ligia Maria Batrinca, Nadia Mana, Bruno Lepri, Nicu Sebe, Fabio Pianesi:
Multimodal Personality Recognition in Collaborative Goal-Oriented Tasks. IEEE Trans. Multim. 18(4): 659-673 (2016) - [j10]Bruno Lepri, Jacopo Staiano, Erez Shmueli, Fabio Pianesi, Alex Pentland:
The role of personality in shaping social networks and mediating behavioral change. User Model. User Adapt. Interact. 26(2-3): 143-175 (2016) - [c49]Marco De Nadai, Radu-Laurentiu Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César Augusto Hidalgo, Nicu Sebe, Bruno Lepri:
Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life. ACM Multimedia 2016: 1127-1135 - [c48]Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri:
The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. WWW 2016: 413-423 - [i11]Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri:
The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. CoRR abs/1603.04012 (2016) - [i10]Marco De Nadai, Radu L. Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César A. Hidalgo, Nicu Sebe, Bruno Lepri:
Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life. CoRR abs/1608.00462 (2016) - [i9]Bruno Lepri, Jacopo Staiano, David Sangokoya, Emmanuel Letouzé, Nuria Oliver:
The Tyranny of Data? The Bright and Dark Sides of Data-Driven Decision-Making for Social Good. CoRR abs/1612.00323 (2016) - 2015
- [j9]Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Emmanuel Letouzé, Nuria Oliver, Fabio Pianesi, Alex Pentland:
Moves on the Street: Classifying Crime Hotspots Using Aggregated Anonymized Data on People Dynamics. Big Data 3(3): 148-158 (2015) - [j8]Bruno Lepri, Fabrizio Antonelli, Fabio Pianesi, Alex Pentland:
Making big data work: smart, sustainable, and safe cities. EPJ Data Sci. 4(1): 16 (2015) - [c47]Paolo Massa, Chiara Leonardi, Bruno Lepri, Fabio Pianesi, Massimo Zancanaro:
If You Are Happy and You Know It, Say "I'm Here": Investigating Parents' Location-Sharing Preferences. INTERACT (3) 2015: 315-332 - [c46]Lorenzo Porzi, Samuel Rota Bulò, Bruno Lepri, Elisa Ricci:
Predicting and Understanding Urban Perception with Convolutional Neural Networks. ACM Multimedia 2015: 139-148 - [c45]Christos Perentis, Michele Vescovi, Bruno Lepri:
Investigating Factors Affecting Personal Data Disclosure. WWW (Companion Volume) 2015: 89-90 - [i8]Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Maria Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe:
SALSA: A Novel Dataset for Multimodal Group Behavior Analysis. CoRR abs/1506.06882 (2015) - [i7]Aamena Alshamsi, Fabio Pianesi, Bruno Lepri, Alex Pentland, Iyad Rahwan:
Beyond Contagion: Reality Mining Reveals Complex Patterns of Social Influence. CoRR abs/1507.04192 (2015) - 2014
- [j7]Erez Shmueli, Vivek K. Singh, Bruno Lepri, Alex Pentland:
Sensing, Understanding, and Shaping Social Behavior. IEEE Trans. Comput. Soc. Syst. 1(1): 22-34 (2014) - [c44]Michele Vescovi, Bruno Lepri, Christos Perentis, Corrado Moiso, Chiara Leonardi:
My data store: toward user awareness and control on personal data. UbiComp Adjunct 2014: 179-182 - [c43]Jacopo Staiano, Nuria Oliver, Bruno Lepri, Rodrigo de Oliveira, Michele Caraviello, Nicu Sebe:
Money walks: a human-centric study on the economics of personal mobile data. UbiComp 2014: 583-594 - [c42]Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Nuria Oliver, Fabio Pianesi, Alex Pentland:
Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. ICMI 2014: 427-434 - [c41]Andrey Bogomolov, Bruno Lepri, Michela Ferron, Fabio Pianesi, Alex Pentland:
Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits. ACM Multimedia 2014: 477-486 - [c40]Fabio Celli, Elia Bruni, Bruno Lepri:
Automatic Personality and Interaction Style Recognition from Facebook Profile Pictures. ACM Multimedia 2014: 1101-1104 - [c39]Fabio Celli, Bruno Lepri, Joan-Isaac Biel, Daniel Gatica-Perez, Giuseppe Riccardi, Fabio Pianesi:
The Workshop on Computational Personality Recognition 2014. ACM Multimedia 2014: 1245-1246 - [c38]Chiara Leonardi, Nicola Doppio, Bruno Lepri, Massimo Zancanaro, Michele Caraviello, Fabio Pianesi:
Exploring long-term participation within a living lab: satisfaction, motivations and expectations. NordiCHI 2014: 927-930 - [c37]Steven Tait, Chiara Leonardi, Massimo Zancanaro, Michele Caraviello, Bruno Lepri, Paolo Massa:
Towards collaborative communities: a preliminary study on exchange of goods and services in local contexts. NordiCHI 2014: 999-1002 - [c36]Chiara Leonardi, Andrea Cappellotto, Michele Caraviello, Bruno Lepri, Fabrizio Antonelli:
SecondNose: an air quality mobile crowdsensing system. NordiCHI 2014: 1051-1054 - [c35]Andrey Bogomolov, Bruno Lepri, Michela Ferron, Fabio Pianesi, Alex Pentland:
Pervasive stress recognition for sustainable living. PerCom Workshops 2014: 345-350 - [e2]Fabio Celli, Bruno Lepri:
Proceedings of the 2014 ACM Multi Media on Workshop on Computational Personality Recognition, WCPR '14, Orlando, Florida, USA, November 7, 2014. ACM 2014, ISBN 978-1-4503-3129-6 [contents] - [i6]Jacopo Staiano, Nuria Oliver, Bruno Lepri, Rodrigo de Oliveira, Michele Caraviello, Nicu Sebe:
Money Walks: A Human-Centric Study on the Economics of Personal Mobile Data. CoRR abs/1407.0566 (2014) - [i5]Andrey Bogomolov, Bruno Lepri, Jacopo Staiano, Nuria Oliver, Fabio Pianesi, Alex Pentland:
Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data. CoRR abs/1409.2983 (2014) - [i4]Andrey Bogomolov, Bruno Lepri, Fabio Pianesi:
Generalized Compression Dictionary Distance as Universal Similarity Measure. CoRR abs/1410.5792 (2014) - [i3]Andrey Bogomolov, Bruno Lepri, Michela Ferron, Fabio Pianesi, Alex Pentland:
Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits. CoRR abs/1410.5816 (2014) - 2013
- [j6]Albert Ali Salah, Bruno Lepri, Alex Pentland, John F. Canny:
Understanding and Changing Behavior [Guest editors' introduction]. IEEE Pervasive Comput. 12(3): 18-20 (2013) - [j5]Wen Dong, Bruno Lepri, Fabio Pianesi, Alex Pentland:
Modeling Functional Roles Dynamics in Small Group Interactions. IEEE Trans. Multim. 15(1): 83-95 (2013) - [c34]Kyriaki Kalimeri, Bruno Lepri, Fabio Pianesi:
Going beyond traits: multimodal classification of personality states in the wild. ICMI 2013: 27-34 - [c33]Trinh Minh Tri Do, Kyriaki Kalimeri, Bruno Lepri, Fabio Pianesi, Daniel Gatica-Perez:
Inferring social activities with mobile sensor networks. ICMI 2013: 405-412 - [c32]Vivek K. Singh, Laura J. Freeman, Bruno Lepri, Alex Pentland:
Predicting Spending Behavior Using Socio-mobile Features. SocialCom 2013: 174-179 - [c31]Andrey Bogomolov, Bruno Lepri, Fabio Pianesi:
Happiness Recognition from Mobile Phone Data. SocialCom 2013: 790-795 - [c30]Stefano Teso, Jacopo Staiano, Bruno Lepri, Andrea Passerini, Fabio Pianesi:
Ego-centric Graphlets for Personality and Affective States Recognition. SocialCom 2013: 874-877 - 2012
- [j4]Bruno Lepri, Subramanian Ramanathan, Kyriaki Kalimeri, Jacopo Staiano, Fabio Pianesi, Nicu Sebe:
Connecting Meeting Behavior with Extraversion - A Systematic Study. IEEE Trans. Affect. Comput. 3(4): 443-455 (2012) - [c29]Jacopo Staiano, Bruno Lepri, Nadav Aharony, Fabio Pianesi, Nicu Sebe, Alex Pentland:
Friends don't lie: inferring personality traits from social network structure. UbiComp 2012: 321-330 - [c28]Kyriaki Kalimeri, Bruno Lepri, Oya Aran, Dinesh Babu Jayagopi, Daniel Gatica-Perez, Fabio Pianesi:
Modeling dominance effects on nonverbal behaviors using granger causality. ICMI 2012: 23-26 - [c27]Ligia Maria Batrinca, Bruno Lepri, Nadia Mana, Fabio Pianesi:
Multimodal recognition of personality traits in human-computer collaborative tasks. ICMI 2012: 39-46 - [c26]Marco Guerini, Alberto Pepe, Bruno Lepri:
Do Linguistic Style and Readability of Scientific Abstracts Affect their Virality? ICWSM 2012 - [c25]Wen Dong, Bruno Lepri, Taemie Kim, Fabio Pianesi, Alex 'Sandy' Pentland:
Modeling conversational dynamics and performance in a Social Dilemma task. ISCCSP 2012: 1-4 - [c24]Bruno Lepri, Jacopo Staiano, Giulio Rigato, Kyriaki Kalimeri, Ailbhe Finnerty, Fabio Pianesi, Nicu Sebe, Alex Pentland:
The SocioMetric Badges Corpus: A Multilevel Behavioral Dataset for Social Behavior in Complex Organizations. SocialCom/PASSAT 2012: 623-628 - [i2]Marco Guerini, Alberto Pepe, Bruno Lepri:
Do Linguistic Style and Readability of Scientific Abstracts affect their Virality? CoRR abs/1203.4238 (2012) - [i1]Wen Dong, Bruno Lepri, Alex Pentland:
Automatic Prediction Of Small Group Performance In Information Sharing Tasks. CoRR abs/1204.3698 (2012) - 2011
- [c23]Albert Ali Salah, Bruno Lepri:
Challenges of Human Behavior Understanding for Inducing Behavioral Change. AmI Workshops 2011: 249-251 - [c22]Bruno Lepri, Albert Ali Salah, Fabio Pianesi, Alex Pentland:
Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects. AmI Workshops 2011: 252-263 - [c21]Albert Ali Salah, Bruno Lepri:
Second International Workshop on Human Behavior Understanding: Inducing Behavioral Change. AmI 2011: 376-377 - [c20]Albert Ali Salah, Bruno Lepri, Fabio Pianesi, Alex Pentland:
Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives. HBU 2011: 1-15 - [c19]Kyriaki Kalimeri, Bruno Lepri, Taemie Kim, Fabio Pianesi, Alex Pentland:
Automatic Modeling of Dominance Effects Using Granger Causality. HBU 2011: 124-133 - [c18]Ligia Maria Batrinca, Nadia Mana, Bruno Lepri, Fabio Pianesi, Nicu Sebe:
Please, tell me about yourself: automatic personality assessment using short self-presentations. ICMI 2011: 255-262 - [c17]Ligia Maria Batrinca, Bruno Lepri, Fabio Pianesi:
Multimodal recognition of personality during short self-presentations. J-HGBU@MM 2011: 27-28 - [c16]Jacopo Staiano, Bruno Lepri, Subramanian Ramanathan, Nicu Sebe, Fabio Pianesi:
Automatic modeling of personality states in small group interactions. ACM Multimedia 2011: 989-992 - [c15]Wen Dong, Bruno Lepri, Alex Pentland:
Modeling the co-evolution of behaviors and social relationships using mobile phone data. MUM 2011: 134-143 - [c14]Jacopo Staiano, Bruno Lepri, Kyriaki Kalimeri, Nicu Sebe, Fabio Pianesi:
Contextual Modeling of Personality States' Dynamics in Face-to-Face Interactions. SocialCom/PASSAT 2011: 896-899 - [e1]Albert Ali Salah, Bruno Lepri:
Human Behavior Unterstanding - Second International Workshop, HBU 2011, Amsterdam, The Netherlands, November 16, 2011. Proceedings. Lecture Notes in Computer Science 7065, Springer 2011, ISBN 978-3-642-25445-1 [contents] - 2010
- [j3]Bruno Lepri, Nadia Mana, Alessandro Cappelletti, Fabio Pianesi, Massimo Zancanaro:
What is happening now? Detection of activities of daily living from simple visual features. Pers. Ubiquitous Comput. 14(8): 749-766 (2010) - [c13]Bruno Lepri, Subramanian Ramanathan, Kyriaki Kalimeri, Jacopo Staiano, Fabio Pianesi, Nicu Sebe:
Employing social gaze and speaking activity for automatic determination of the Extraversion trait. ICMI-MLMI 2010: 7:1-7:8 - [c12]Carlo Nicolini, Bruno Lepri, Stefano Teso, Andrea Passerini:
From On-Going to Complete Activity Recognition Exploiting Related Activities. HBU 2010: 26-37 - [c11]Bruno Lepri, Kyriaki Kalimeri, Fabio Pianesi:
Honest Signals and Their Contribution to the Automatic Analysis of Personality Traits - A Comparative Study. HBU 2010: 140-150 - [c10]Gloria Zen, Bruno Lepri, Elisa Ricci, Oswald Lanz:
Space speaks: towards socially and personality aware visual surveillance. MPVA@MM 2010: 37-42 - [c9]Kyriaki Kalimeri, Bruno Lepri, Fabio Pianesi:
Causal-modelling of personality traits: extraversion and locus of control. SSPW@MM 2010: 41-46
2000 – 2009
- 2009
- [b1]Bruno Lepri:
Multimodal Recognition of Social Behaviors and Personality Traits in Small Group Interaction. University of Trento, Italy, 2009 - [c8]Bruno Lepri, Ankur Mani, Alex Pentland, Fabio Pianesi:
Honest Signals in the Recognition of Functional Relational Roles in Meetings. AAAI Spring Symposium: Human Behavior Modeling 2009: 31-36 - [c7]Bruno Lepri, Nadia Mana, Alessandro Cappelletti, Fabio Pianesi:
Automatic prediction of individual performance from "thin slices" of social behavior. ACM Multimedia 2009: 733-736 - [c6]Bruno Lepri, Nadia Mana, Alessandro Cappelletti, Fabio Pianesi, Massimo Zancanaro:
Modeling the Personality of Participants During Group Interactions. UMAP 2009: 114-125 - [p1]Fabio Pianesi, Massimo Zancanaro, Alessandro Cappelletti, Bruno Lepri, Elena Not:
Automatic Relational Reporting to Support Group Dynamics. Computers in the Human Interaction Loop 2009: 271-281 - 2008
- [j2]Fabio Pianesi, Massimo Zancanaro, Elena Not, Chiara Leonardi, Vera Falcon, Bruno Lepri:
Multimodal support to group dynamics. Pers. Ubiquitous Comput. 12(3): 181-195 (2008) - [c5]Fabio Pianesi, Nadia Mana, Alessandro Cappelletti, Bruno Lepri, Massimo Zancanaro:
Multimodal recognition of personality traits in social interactions. ICMI 2008: 53-60 - 2007
- [j1]Fabio Pianesi, Massimo Zancanaro, Bruno Lepri, Alessandro Cappelletti:
A multimodal annotated corpus of consensus decision making meetings. Lang. Resour. Evaluation 41(3-4): 409-429 (2007) - [c4]Nadia Mana, Bruno Lepri, Paul Chippendale, Alessandro Cappelletti, Fabio Pianesi, Piergiorgio Svaizer, Massimo Zancanaro:
Multimodal corpus of multi-party meetings for automatic social behavior analysis and personality traits detection. TMR@ICMI 2007: 9-14 - [c3]Wen Dong, Bruno Lepri, Alessandro Cappelletti, Alex Pentland, Fabio Pianesi, Massimo Zancanaro:
Using the influence model to recognize functional roles in meetings. ICMI 2007: 271-278 - 2006
- [c2]Massimo Zancanaro, Bruno Lepri, Fabio Pianesi:
Automatic detection of group functional roles in face to face interactions. ICMI 2006: 28-34 - 2005
- [c1]Bruno Lepri, Cesare Rocchi, Massimo Zancanaro:
Motivational Strategies for an Intelligent Chess Tutoring System. INTETAIN 2005: 246-250
Coauthor Index
Antonio L. Alfeo
aka: Antonio Luca Alfeo
aka: Antonio Luca Alfeo
Mario G. C. A. Cimino
aka: Mario Giovanni C. A. Cimino
aka: Mario Giovanni C. A. Cimino
Alex Pentland
aka: Alex 'Sandy' Pentland
aka: Alex 'Sandy' Pentland
[j34] [j29] [j16] [p3] [p2] [i16] [j15] [j14] [j11] [j10] [j9] [j8] [c47] [i7] [c42] [c41] [c39] [c38] [c35] [i5] [i4] [i3] [j5] [c34] [c33] [c31] [c30] [j4] [c29] [c28] [c27] [c25] [c24] [c22] [c20] [c19] [c18] [c17] [c16] [c14] [j3] [c13] [c11] [c9] [c8] [c7] [c6] [p1] [j2] [c5] [j1] [c4] [c3] [c2]
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