Bruno Lepri

Orcid: 0000-0003-1275-2333

According to our database1, Bruno Lepri authored at least 180 papers between 2005 and 2024.

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Bibliography

2024
The long-term and disparate impact of job loss on individual mobility behaviour.
CoRR, 2024

The Garden of Forking Paths: Observing Dynamic Parameters Distribution in Large Language Models.
CoRR, 2024

A Characterization Theorem for Equivariant Networks with Point-wise Activations.
CoRR, 2024

Putting Context in Context: the Impact of Discussion Structure on Text Classification.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Play&Go Corporate: An End-to-End Solution for Facilitating Urban Cyclability.
IEEE Trans. Intell. Transp. Syst., December, 2023

Adaptation of student behavioural routines during Covid-19: a multimodal approach.
EPJ Data Sci., December, 2023

Linking physical violence to women's mobility in Chile.
EPJ Data Sci., December, 2023

Trajectory test-train overlap in next-location prediction datasets.
Mach. Learn., November, 2023

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis.
Mach. Learn., April, 2023

ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation.
IEEE Trans. Multim., 2023

A Survey on Deep Learning for Human Mobility.
ACM Comput. Surv., 2023

Zero-Shot Point Cloud Registration.
CoRR, 2023

Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models.
CoRR, 2023

Quantitative and Qualitative Evaluation of Reinforcement Learning Policies for Autonomous Vehicles.
CoRR, 2023

Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection.
CoRR, 2023

Point-PC: Point Cloud Completion Guided by Prior Knowledge via Causal Inference.
CoRR, 2023

T2TD: Text-3D Generation Model based on Prior Knowledge Guidance.
CoRR, 2023

The Rhythms of Transient Relationships: Allocating time between weekdays and weekends.
CoRR, 2023

Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries.
CoRR, 2023

Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities.
CoRR, 2023

2022
Optimizing City-Scale Traffic Through Modeling Observations of Vehicle Movements.
IEEE Trans. Intell. Transp. Syst., 2022

Generating mobility networks with generative adversarial networks.
EPJ Data Sci., 2022

Modeling international mobility using roaming cell phone traces during COVID-19 pandemic.
EPJ Data Sci., 2022

Measuring close proximity interactions in summer camps during the COVID-19 pandemic.
EPJ Data Sci., 2022

An efficient procedure for mining egocentric temporal motifs.
Data Min. Knowl. Discov., 2022

Inequality, Crime and Public Health: A Survey of Emerging Trends in Urban Data Science.
CoRR, 2022

Explaining the Explainers in Graph Neural Networks: a Comparative Study.
CoRR, 2022

Smooth image-to-image translations with latent space interpolations.
CoRR, 2022

Rethinking the Learning Paradigm for Facial Expression Recognition.
CoRR, 2022

An End-to-End Solution for Enabling Urban Cyclability: The Bike2Work Experience.
CoRR, 2022

Spatial Entropy Regularization for Vision Transformers.
CoRR, 2022

Generating personalized counterfactual interventions for algorithmic recourse by eliciting user preferences.
CoRR, 2022

Neighbourhood matching creates realistic surrogate temporal networks.
CoRR, 2022

A Framework for Verifiable and Auditable Federated Anomaly Detection.
CoRR, 2022

Reprogramming FairGANs with Variational Auto-Encoders: A New Transfer Learning Model.
CoRR, 2022

Generating Synthetic Mobility Networks with Generative Adversarial Networks.
CoRR, 2022

A Framework for Verifiable and Auditable Collaborative Anomaly Detection.
IEEE Access, 2022

Understanding and Rewiring Cities.
Proceedings of the Advances in Databases and Information Systems, 2022

2021
Land Use Classification With Point of Interests and Structural Patterns.
IEEE Trans. Knowl. Data Eng., 2021

How can big data shape the field of non-religion studies? And why does it matter?
Patterns, 2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021

Putting human behavior predictability in context.
EPJ Data Sci., 2021

Inferring psychological traits from spending categories and dynamic consumption patterns.
EPJ Data Sci., 2021

Living in a pandemic: adaptation of individual mobility and social activity in the US.
CoRR, 2021

Measuring close proximity interactions in summer camps during the COVID-19 pandemic.
CoRR, 2021

Efficient Training of Visual Transformers with Small-Size Datasets.
CoRR, 2021

Leveraging Mobile Phone Data for Migration Flows.
CoRR, 2021

Between privacy and security: the factors that drive intentions to use cyber-security applications.
Behav. Inf. Technol., 2021

Efficient Training of Visual Transformers with Small Datasets.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Click to Move: Controlling Video Generation with Sparse Motion.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Detecting discriminatory risk through data annotation based on Bayesian inferences.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Equality of Opportunity in Ranking: A Fair-Distributive Model.
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2021

BIASeD: Bringing Irrationality into Automated System Design.
Proceedings of the Thinking Fast and Slow and Other Cognitive Theories in AI, 2021

2020
Modelling Taxi Drivers' Behaviour for the Next Destination Prediction.
IEEE Trans. Intell. Transp. Syst., 2020

Segregated interactions in urban and online space.
EPJ Data Sci., 2020

Deep Learning for Human Mobility: a Survey on Data and Models.
CoRR, 2020

Uncovering socioeconomic gaps in mobility reduction during the COVID-19 pandemic using location data.
CoRR, 2020

Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks.
CoRR, 2020

From code to market: Network of developers and correlated returns of cryptocurrencies.
CoRR, 2020

Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities.
CoRR, 2020

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020

Mobile phone data and COVID-19: Missing an opportunity?
CoRR, 2020

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling.
CoRR, 2020

Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework.
IEEE Access, 2020

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).
Proceedings of the IEEE International Conference on Smart Computing, 2020

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Retrieval Guided Unsupervised Multi-domain Image to Image Translation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Understanding Individual Behaviour: From Virtual to Physical Patterns.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Optimal Control in Partially Observable Complex Social Systems.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Assessing Refugees' Integration via Spatio-Temporal Similarities of Mobility and Calling Behaviors.
IEEE Trans. Comput. Soc. Syst., 2019

PocketCare: Tracking the Flu with Mobile Phones Using Partial Observations of Proximity and Symptoms.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Invoice Discounting: A Blockchain-Based Approach.
Frontiers Blockchain, 2019

Following the footsteps of giants: modeling the mobility of historically notable individuals using Wikipedia.
EPJ Data Sci., 2019

Cities of a feather flock together: a study on the synchronization of communication between Italian cities.
EPJ Data Sci., 2019

Segregated interactions in urban and online spaces.
CoRR, 2019

Optimizing city-scale traffic flows through modeling isolated observations of vehicle movements.
CoRR, 2019

Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds.
CoRR, 2019

Reducing measles risk in Turkey through social integration of Syrian refugees.
CoRR, 2019

Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Following Wrong Suggestions: Self-blame in Human and Computer Scenarios.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

Urban Swarms: A new approach for autonomous waste management.
Proceedings of the International Conference on Robotics and Automation, 2019

Detecting Permanent and Intermittent Purchase Hotspots via Computational Stigmergy.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

The Invisible Power of Fairness. How Machine Learning Shapes Democracy.
Proceedings of the Advances in Artificial Intelligence, 2019

Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

Using Call Data and Stigmergic Similarity to Assess the Integration of Syrian Refugees in Turkey.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

2018
A Stigmergy-Based Analysis of City Hotspots to Discover Trends and Anomalies in Urban Transportation Usage.
IEEE Trans. Intell. Transp. Syst., 2018

Social Bridges in Urban Purchase Behavior.
ACM Trans. Intell. Syst. Technol., 2018

Mobile Money: Understanding and Predicting its Adoption and Use in a Developing Economy.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement.
EPJ Data Sci., 2018

The Privacy Implications of Cyber Security Systems: A Technological Survey.
ACM Comput. Surv., 2018

Modeling Taxi Drivers' Behaviour for the Next Destination Prediction.
CoRR, 2018

Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey.
CoRR, 2018

Ethical and Socially-Aware Data Labels.
Proceedings of the Information Management and Big Data, 5th International Conference, 2018

The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Weak Nodes Detection in Urban Transport Systems: Planning for Resilience in Singapore.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Is Big Five Better than MBTI? A Personality Computing Challenge Using Twitter Data.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

2017
Acquisition of Personality.
Proceedings of the Emotions and Personality in Personalized Services, 2017

Anonymous or Not? Understanding the Factors Affecting Personal Mobile Data Disclosure.
ACM Trans. Internet Techn., 2017

Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors.
EPJ Data Sci., 2017

Personality Traits and Ego-network Dynamics.
CoRR, 2017

Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques.
Proceedings of the Social Informatics, 2017

Stigmergy-Based Modeling to Discover Urban Activity Patterns from Positioning Data.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

Structural Semantic Models for Automatic Analysis of Urban Areas.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

What your Facebook Profile Picture Reveals about your Personality.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Profilio: Psychometric Profiling to Boost Social Media Advertising.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

RAMBLE ON: Tracing Movements of Popular Historical Figures.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Predicting Land Use of Italian Cities using Structural Semantic Models.
Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Computational Approaches for Personality Prediction.
Proceedings of the Social Signal Processing, 2017

2016
The role of personality in shaping social networks and mediating behavioral change.
User Model. User Adapt. Interact., 2016

Multimodal Personality Recognition in Collaborative Goal-Oriented Tasks.
IEEE Trans. Multim., 2016

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Countrywide arrhythmia: emergency event detection using mobile phone data.
EPJ Data Sci., 2016

The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives.
EPJ Data Sci., 2016

Energy consumption prediction using people dynamics derived from cellular network data.
EPJ Data Sci., 2016

The Tyranny of Data? The Bright and Dark Sides of Data-Driven Decision-Making for Social Good.
CoRR, 2016

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective.
Proceedings of the 25th International Conference on World Wide Web, 2016

Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015
Making big data work: smart, sustainable, and safe cities.
EPJ Data Sci., 2015

Beyond Contagion: Reality Mining Reveals Complex Patterns of Social Influence.
CoRR, 2015

Moves on the Street: Classifying Crime Hotspots Using Aggregated Anonymized Data on People Dynamics.
Big Data, 2015

Investigating Factors Affecting Personal Data Disclosure.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Predicting and Understanding Urban Perception with Convolutional Neural Networks.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

If You Are Happy and You Know It, Say "I'm Here": Investigating Parents' Location-Sharing Preferences.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

2014
Sensing, Understanding, and Shaping Social Behavior.
IEEE Trans. Comput. Soc. Syst., 2014

Generalized Compression Dictionary Distance as Universal Similarity Measure.
CoRR, 2014

Pervasive stress recognition for sustainable living.
Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Towards collaborative communities: a preliminary study on exchange of goods and services in local contexts.
Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014

Exploring long-term participation within a living lab: satisfaction, motivations and expectations.
Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014

SecondNose: an air quality mobile crowdsensing system.
Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014

The Workshop on Computational Personality Recognition 2014.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Automatic Personality and Interaction Style Recognition from Facebook Profile Pictures.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Daily Stress Recognition from Mobile Phone Data, Weather Conditions and Individual Traits.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

My data store: toward user awareness and control on personal data.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Money walks: a human-centric study on the economics of personal mobile data.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013
Modeling Functional Roles Dynamics in Small Group Interactions.
IEEE Trans. Multim., 2013

Understanding and Changing Behavior [Guest editors' introduction].
IEEE Pervasive Comput., 2013

Ego-centric Graphlets for Personality and Affective States Recognition.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Predicting Spending Behavior Using Socio-mobile Features.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Happiness Recognition from Mobile Phone Data.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Going beyond traits: multimodal classification of personality states in the wild.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Inferring social activities with mobile sensor networks.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

2012
Connecting Meeting Behavior with Extraversion - A Systematic Study.
IEEE Trans. Affect. Comput., 2012

Automatic Prediction Of Small Group Performance In Information Sharing Tasks
CoRR, 2012

The SocioMetric Badges Corpus: A Multilevel Behavioral Dataset for Social Behavior in Complex Organizations.
Proceedings of the 2012 International Conference on Privacy, 2012

Modeling conversational dynamics and performance in a Social Dilemma task.
Proceedings of the 5th International Symposium on Communications, 2012

Do Linguistic Style and Readability of Scientific Abstracts Affect their Virality?
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Modeling dominance effects on nonverbal behaviors using granger causality.
Proceedings of the International Conference on Multimodal Interaction, 2012

Multimodal recognition of personality traits in human-computer collaborative tasks.
Proceedings of the International Conference on Multimodal Interaction, 2012

Friends don't lie: inferring personality traits from social network structure.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

2011
Contextual Modeling of Personality States' Dynamics in Face-to-Face Interactions.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Modeling the co-evolution of behaviors and social relationships using mobile phone data.
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia, 2011

Automatic modeling of personality states in small group interactions.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Multimodal recognition of personality during short self-presentations.
Proceedings of the 2011 joint ACM workshop on Human gesture and behavior understanding, 2011

Please, tell me about yourself: automatic personality assessment using short self-presentations.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Automatic Modeling of Dominance Effects Using Granger Causality.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Challenges of Human Behavior Understanding for Inducing Behavioral Change.
Proceedings of the Constructing Ambient Intelligence, 2011

Second International Workshop on Human Behavior Understanding: Inducing Behavioral Change.
Proceedings of the Ambient Intelligence, 2011

Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects.
Proceedings of the Constructing Ambient Intelligence, 2011

2010
What is happening now? Detection of activities of daily living from simple visual features.
Pers. Ubiquitous Comput., 2010

Space speaks: towards socially and personality aware visual surveillance.
Proceedings of the 1st ACM international workshop on Multimodal pervasive video analysis, 2010

Causal-modelling of personality traits: extraversion and locus of control.
Proceedings of the 2nd international workshop on Social signal processing, 2010

From On-Going to Complete Activity Recognition Exploiting Related Activities.
Proceedings of the Human Behavior Understanding, First International Workshop, 2010

Honest Signals and Their Contribution to the Automatic Analysis of Personality Traits - A Comparative Study.
Proceedings of the Human Behavior Understanding, First International Workshop, 2010

Employing social gaze and speaking activity for automatic determination of the <i>Extraversion</i> trait.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

2009
Automatic Relational Reporting to Support Group Dynamics.
Proceedings of the Computers in the Human Interaction Loop, 2009

Multimodal Recognition of Social Behaviors and Personality Traits in Small Group Interaction.
PhD thesis, 2009

Modeling the Personality of Participants During Group Interactions.
Proceedings of the User Modeling, 2009

Automatic prediction of individual performance from "thin slices" of social behavior.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Honest Signals in the Recognition of Functional Relational Roles in Meetings.
Proceedings of the Human Behavior Modeling, 2009

2008
Multimodal support to group dynamics.
Pers. Ubiquitous Comput., 2008

Multimodal recognition of personality traits in social interactions.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

2007
A multimodal annotated corpus of consensus decision making meetings.
Lang. Resour. Evaluation, 2007

Multimodal corpus of multi-party meetings for automatic social behavior analysis and personality traits detection.
Proceedings of the 2007 workshop on Tagging, 2007

Using the influence model to recognize functional roles in meetings.
Proceedings of the 9th International Conference on Multimodal Interfaces, 2007

2006
Automatic detection of group functional roles in face to face interactions.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

2005
Motivational Strategies for an Intelligent Chess Tutoring System.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005


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