Designing a context-aware middleware for asynchronous communication in mobile ad hoc environments. - Mirco Musolesi (Doctoral Symposium on Middleware, 2004)

Adapting asynchronous messaging middleware to ad hoc networking. - Mirco Musolesi; Cecilia Mascolo; Stephen Hailes (Middleware for Pervasive and Ad-hoc Computing, 2004)

An ad hoc mobility model founded on social network theory. - Mirco Musolesi; Stephen Hailes; Cecilia Mascolo (MSWiM, 2004)

Adaptive Routing for Intermittently Connected Mobile Ad Hoc Networks. - Mirco Musolesi; Stephen Hailes; Cecilia Mascolo (WOWMOM, 2005)

Autonomic Trust Prediction for Pervasive Systems. - Licia Capra; Mirco Musolesi (AINA (2), 2006)

SCAR: context-aware adaptive routing in delay tolerant mobile sensor networks. - Cecilia Mascolo; Mirco Musolesi (IWCMC, 2006)

A community based mobility model for ad hoc network research. - Mirco Musolesi; Cecilia Mascolo (REALMAN@MobiHoc, 2006)

Controlled Epidemic-style Dissemination Middleware for Mobile Ad Hoc Networks. - Mirco Musolesi; Cecilia Mascolo (MobiQuitous, 2006)

Data collection in delay tolerant mobile sensor networks using SCAR. - Cecilia Mascolo; Mirco Musolesi; Bence Pásztor (SenSys, 2006)

Evaluating Context Information Predictability for Autonomic Communication. - Mirco Musolesi; Cecilia Mascolo (WOWMOM, 2006)

EMMA: Epidemic Messaging Middleware for Ad hoc networks. - Mirco Musolesi; Cecilia Mascolo; Stephen Hailes (Pers. Ubiquitous Comput., 2006)

Epcast: Controlled Dissemination in Human-Based Wireless Networks Using Epidemic Spreading Models. - Salvatore Scellato; Cecilia Mascolo; Mirco Musolesi; Vito Latora (BIOWIRE, 2007)

Predictive Resource Scheduling in Computational Grids. - Clovis Chapman; Mirco Musolesi; Wolfgang Emmerich; Cecilia Mascolo (IPDPS, 2007)

Opportunistic Mobile Sensor Data Collection with SCAR. - Bence Pásztor; Mirco Musolesi; Cecilia Mascolo (MASS, 2007)

TACO-DTN: a time-aware content-based dissemination system for delay tolerant networks. - Giuseppe Sollazzo; Mirco Musolesi; Cecilia Mascolo (MobiOpp@MobiSys, 2007)

CTG: a connectivity trace generator for testing the performance of opportunistic mobile systems. - Roberta Calegari; Mirco Musolesi; Franco Raimondi; Cecilia Mascolo (ESEC/SIGSOFT FSE, 2007)

Epcast: Controlled Dissemination in Human-based Wireless Networks by means of Epidemic Spreading Models - Salvatore Scellato; Cecilia Mascolo; Mirco Musolesi; Vito Latora (CoRR, 2007)

Designing mobility models based on social network theory. - Mirco Musolesi; Cecilia Mascolo (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2007)

When cars start gossiping. - Paolo Costa; Daniela Gavidia; Boris Koldehofe; Hugo Miranda; Mirco Musolesi; Oriana Riva (MiNEMA, 2008)

A framework for multi-region delay tolerant networking. - Mirco Musolesi; Cecilia Mascolo (Wireless Networks and Systems for Developing Regions, 2008)

Transforming the social networking experience with sensing presence from mobile phones. - Andrew T. Campbell; Shane B. Eisenman; Kristóf Fodor; Nicholas D. Lane; Hong Lu 006; Emiliano Miluzzo; Mirco Musolesi; Ronald A. Peterson; Xiao Zheng (SenSys, 2008)

Sensing meets mobile social networks: the design, implementation and evaluation of the cenceme application. - Emiliano Miluzzo; Nicholas D. Lane; Kristóf Fodor; Ronald A. Peterson; Hong Lu 006; Mirco Musolesi; Shane B. Eisenman; Xiao Zheng; Andrew T. Campbell (SenSys, 2008)

Integrating sensor presence into virtual worlds using mobile phones. - Mirco Musolesi; Emiliano Miluzzo; Nicholas D. Lane; Shane B. Eisenman; Tanzeem Choudhury; Andrew T. Campbell (SenSys, 2008)

Urban sensing systems: opportunistic or participatory? - Nicholas D. Lane; Shane B. Eisenman; Mirco Musolesi; Emiliano Miluzzo; Andrew T. Campbell (HotMobile, 2008)

Writing on the clean slate: Implementing a socially-aware protocol in Haggle. - Mirco Musolesi; Pan Hui 001; Cecilia Mascolo; Jon Crowcroft (WOWMOM, 2008)

The Rise of People-Centric Sensing. - Andrew T. Campbell; Shane B. Eisenman; Nicholas D. Lane; Emiliano Miluzzo; Ronald A. Peterson; Hong Lu 006; Xiao Zheng; Mirco Musolesi; Kristóf Fodor; Gahng-Seop Ahn (IEEE Internet Comput., 2008)

Socially-aware routing for publish-subscribe in delay-tolerant mobile ad hoc networks. - Paolo Costa; Cecilia Mascolo; Mirco Musolesi; Gian Pietro Picco (IEEE J. Sel. Areas Commun., 2008)

Mobility Models for Systems Evaluation. - Mirco Musolesi; Cecilia Mascolo (Middleware for Network Eccentric and Mobile Applications, 2009)

Temporal distance metrics for social network analysis. - John Kit Tang; Mirco Musolesi; Cecilia Mascolo; Vito Latora (WOSN, 2009)

CAR: Context-Aware Adaptive Routing for Delay-Tolerant Mobile Networks. - Mirco Musolesi; Cecilia Mascolo (IEEE Trans. Mob. Comput., 2009)

MetroTrack: Predictive Tracking of Mobile Events Using Mobile Phones. - Gahng-Seop Ahn; Mirco Musolesi; Hong Lu 006; Reza Olfati-Saber; Andrew T. Campbell (DCOSS, 2010)

EmotionSense: a mobile phones based adaptive platform for experimental social psychology research. - Kiran K. Rachuri; Mirco Musolesi; Cecilia Mascolo; Peter J. Rentfrow; Chris Longworth; Andrius Aucinas (UbiComp, 2010)

On Nonstationarity of Human Contact Networks. - Salvatore Scellato; Mirco Musolesi; Cecilia Mascolo; Vito Latora (ICDCS Workshops, 2010)

Supporting Energy-Efficient Uploading Strategies for Continuous Sensing Applications on Mobile Phones. - Mirco Musolesi; Mattia Piraccini; Kristóf Fodor; Antonio Corradi; Andrew T. Campbell (Pervasive, 2010)

Analysing information flows and key mediators through temporal centrality metrics. - John Kit Tang; Mirco Musolesi; Cecilia Mascolo; Vito Latora; Vincenzo Nicosia (SNS, 2010)

Distance Matters: Geo-social Metrics for Online Social Networks. - Salvatore Scellato; Cecilia Mascolo; Mirco Musolesi; Vito Latora (WOSN, 2010)

Characterising temporal distance and reachability in mobile and online social networks. - John Kit Tang; Mirco Musolesi; Cecilia Mascolo; Vito Latora (Comput. Commun. Rev., 2010)

Introduction to the special issue on "Human Behavior in Ubiquitous Environments: Modeling of Human Mobility Patterns". - George Roussos; Mirco Musolesi; George D. Magoulas (Pervasive Mob. Comput., 2010)

Human behavior in ubiquitous environments: Experience and interaction design. - George Roussos; Mirco Musolesi; George D. Magoulas (Pervasive Mob. Comput., 2010)

SociableSense: exploring the trade-offs of adaptive sampling and computation offloading for social sensing. - Kiran K. Rachuri; Cecilia Mascolo; Mirco Musolesi; Peter J. Rentfrow (MobiCom, 2011)

NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems. - Salvatore Scellato; Mirco Musolesi; Cecilia Mascolo; Vito Latora; Andrew T. Campbell (Pervasive, 2011)

Exploiting temporal complex network metrics in mobile malware containment. - John Kit Tang; Cecilia Mascolo; Mirco Musolesi; Vito Latora (WOWMOM, 2011)

Track globally, deliver locally: improving content delivery networks by tracking geographic social cascades. - Salvatore Scellato; Cecilia Mascolo; Mirco Musolesi; Jon Crowcroft (WWW, 2011)

Components in time-varying graphs - Vincenzo Nicosia; John Kit Tang; Mirco Musolesi; Giovanni Russo 001; Cecilia Mascolo; Vito Latora (CoRR, 2011)

Analysis of Dynamic Social and Technological Networks (Dagstuhl Seminar 11452). - Vito Latora; Cecilia Mascolo; Mirco Musolesi (Dagstuhl Reports, 2011)

Energy-Accuracy Trade-offs of Sensor Sampling in Smart Phone Based Sensing Systems. - Kiran K. Rachuri; Cecilia Mascolo; Mirco Musolesi (Mobile Context Awareness, 2012)

Spatial dissemination metrics for location-based social networks. - Antonio Lima; Mirco Musolesi (UbiComp, 2012)

Community Detection in Social and Biological Networks Using Differential Evolution. - Guanbo Jia; Zixing Cai; Mirco Musolesi; Yong Wang 002; Dan A. Tennant; Ralf J. M. Weber; John K. Heath; Shan He 001 (LION, 2012)

Community Detection Using Cooperative Co-evolutionary Differential Evolution. - Qiang Huang; Thomas White; Guanbo Jia; Mirco Musolesi; Nil Turan; Ke Tang 001; Shan He 001; John K. Heath; Xin Yao 001 (PPSN (2), 2012)

STOP: Socio-Temporal Opportunistic Patching of short range mobile malware. - John Kit Tang; Hyoungshick Kim; Cecilia Mascolo; Mirco Musolesi (WOWMOM, 2012)

2nd ACM international workshop on mobile systems for computational social science. - Nicholas D. Lane; Mirco Musolesi (UbiComp (Adjunct Publication), 2013)

Exploiting Cellular Data for Disease Containment and Information Campaigns Strategies in Country-Wide Epidemics. - Antonio Lima; Manlio De Domenico; Veljko Pejovic; Mirco Musolesi (CoRR, 2013)

Graph Metrics for Temporal Networks. - Vincenzo Nicosia; John Kit Tang; Cecilia Mascolo; Mirco Musolesi; Giovanni Russo 001; Vito Latora (CoRR, 2013)

The Anatomy of a Scientific Gossip - Manlio De Domenico; Antonio Lima; Paul Mougel; Mirco Musolesi (CoRR, 2013)

Applications of Temporal Graph Metrics to Real-World Networks - John Kit Tang; Ilias Leontiadis; Salvatore Scellato; Vincenzo Nicosia; Cecilia Mascolo; Mirco Musolesi; Vito Latora (CoRR, 2013)

Introduction to the special issue on social networks and ubiquitous interactions. - Vassilis Kostakos; Mirco Musolesi (Int. J. Hum. Comput. Stud., 2013)

Interdependence and predictability of human mobility and social interactions. - Manlio De Domenico; Antonio Lima; Mirco Musolesi (Pervasive Mob. Comput., 2013)

Smartphones for Large-Scale Behavior Change Interventions. - Neal Lathia; Veljko Pejovic; Kiran K. Rachuri; Cecilia Mascolo; Mirco Musolesi; Peter J. Rentfrow (IEEE Pervasive Comput., 2013)

It's the way you check-in: identifying users in location-based social networks. - Luca Rossi 004; Mirco Musolesi (COSN, 2014)

InterruptMe: designing intelligent prompting mechanisms for pervasive applications. - Veljko Pejovic; Mirco Musolesi (UbiComp, 2014)

Anticipatory mobile computing for behaviour change interventions. - Veljko Pejovic; Mirco Musolesi (UbiComp Adjunct, 2014)

Software engineering for mobility: reflecting on the past, peering into the future. - Gian Pietro Picco; Christine Julien 001; Amy L. Murphy; Mirco Musolesi; Gruia-Catalin Roman (FOSE, 2014)

Keep Your Friends Close and Your Facebook Friends Closer: A Multiplex Network Approach to the Analysis of Offline and Online Social Ties. - Desislava Hristova; Mirco Musolesi; Cecilia Mascolo (ICWSM, 2014)

Coding Together at Scale: GitHub as a Collaborative Social Network. - Antonio Lima; Luca Rossi 004; Mirco Musolesi (ICWSM, 2014)

You Are What You Eat (and Drink): Identifying Cultural Boundaries by Analyzing Food and Drink Habits in Foursquare. - Thiago Henrique Silva; Pedro O. S. Vaz de Melo; Jussara M. Almeida; Mirco Musolesi; Antonio A. F. Loureiro (ICWSM, 2014)

SenSocial: a middleware for integrating online social networks and mobile sensing data streams. - Abhinav Mehrotra; Veljko Pejovic; Mirco Musolesi (Middleware, 2014)

The Uncertainty of Identity Toolset: Analysing Digital Traces for User Profiling. - Muhammad Adnan 008; Antonio Lima; Luca Rossi 004; Suresh Veluru 001; Paul A. Longley; Mirco Musolesi; Muttukrishnan Rajarajan (SIN, 2014)

Mobile crowd sensing: Part 1 [Guest Editorial]. - Bin Guo 001; Francesco Calabrese; Emiliano Miluzzo; Mirco Musolesi (IEEE Commun. Mag., 2014)

Mobile crowd sensing: part 2 [Guest Editorial]. - Bin Guo 001; Francesco Calabrese; Emiliano Miluzzo; Mirco Musolesi (IEEE Commun. Mag., 2014)

You are What you Eat (and Drink): Identifying Cultural Boundaries by Analyzing Food & Drink Habits in Foursquare. - Thiago Henrique Silva; Pedro O. S. Vaz de Melo; Jussara M. Almeida; Mirco Musolesi; Antonio A. F. Loureiro (CoRR, 2014)

Explaining the Power-law Distribution of Human Mobility Through Transportation Modality Decomposition. - Kai Zhao; Mirco Musolesi; Pan Hui 001; Weixiong Rao; Sasu Tarkoma (CoRR, 2014)

Big Mobile Data Mining: Good or Evil? - Mirco Musolesi (IEEE Internet Comput., 2014)

Trajectories of depression: unobtrusive monitoring of depressive states by means of smartphone mobility traces analysis. - Luca Canzian; Mirco Musolesi (UbiComp, 2015)

Designing content-driven intelligent notification mechanisms for mobile applications. - Abhinav Mehrotra; Mirco Musolesi; Robert J. Hendley; Veljko Pejovic (UbiComp, 2015)

Ask, but don't interrupt: the case for interruptibility-aware mobile experience sampling. - Abhinav Mehrotra; Jo Vermeulen; Veljko Pejovic; Mirco Musolesi (UbiComp/ISWC Adjunct, 2015)

On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. - Luca Rossi 004; Mirco Musolesi; Andrea Torsello (ICWSM, 2015)

Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks. - Luca Rossi 004; Matthew J. Williams; Christoph Stich; Mirco Musolesi (ICWSM, 2015)

Investigating The Role of Task Engagement in Mobile Interruptibility. - Veljko Pejovic; Mirco Musolesi; Abhinav Mehrotra (MobileHCI Adjunct, 2015)

Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data. - Antonio Lima; Veljko Pejovic; Luca Rossi 004; Mirco Musolesi; Marta C. González (CoRR, 2015)

Mobile-Based Experience Sampling for Behaviour Research. - Veljko Pejovic; Neal Lathia; Cecilia Mascolo; Mirco Musolesi (CoRR, 2015)

Anticipatory Mobile Digital Health: Towards Personalised Proactive Therapies and Prevention Strategies. - Veljko Pejovic; Abhinav Mehrotra; Mirco Musolesi (CoRR, 2015)

Spatio-Temporal Complex Networks: Reachability, Centrality, and Robustness. - Matthew J. Williams; Mirco Musolesi (CoRR, 2015)

Anticipatory Mobile Computing: A Survey of the State of the Art and Research Challenges. - Veljko Pejovic; Mirco Musolesi (ACM Comput. Surv., 2015)

Spatio-temporal techniques for user identification by means of GPS mobility data. - Luca Rossi 004; James Walker; Mirco Musolesi (EPJ Data Sci., 2015)

Investigating causality in human behavior from smartphone sensor data: a quasi-experimental approach. - Fani Tsapeli; Mirco Musolesi (EPJ Data Sci., 2015)

My Phone and Me: Understanding People's Receptivity to Mobile Notifications. - Abhinav Mehrotra; Veljko Pejovic; Jo Vermeulen; Robert J. Hendley; Mirco Musolesi (CHI, 2016)

PrefMiner: mining user's preferences for intelligent mobile notification management. - Abhinav Mehrotra; Robert J. Hendley; Mirco Musolesi (UbiComp, 2016)

Towards multi-modal anticipatory monitoring of depressive states through the analysis of human-smartphone interaction. - Abhinav Mehrotra; Robert J. Hendley; Mirco Musolesi (UbiComp Adjunct, 2016)

Measuring Urban Social Diversity Using Interconnected Geo-Social Networks. - Desislava Hristova; Matthew J. Williams; Mirco Musolesi; Pietro Panzarasa; Cecilia Mascolo (WWW, 2016)

Who Benefits from the "Sharing" Economy of Airbnb? - Giovanni Quattrone; Davide Proserpio; Daniele Quercia; Licia Capra; Mirco Musolesi (WWW, 2016)

A multilayer approach to multiplexity and link prediction in online geo-social networks. - Desislava Hristova; Anastasios Noulas; Chloë Brown; Mirco Musolesi; Cecilia Mascolo (EPJ Data Sci., 2016)

Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery. - Shan He 001; Guanbo Jia; Zexuan Zhu; Dan A. Tennant; Qiang Huang; Ke Tang 001; Jing Liu 006; Mirco Musolesi; John K. Heath; Xin Yao 001 (IEEE Trans. Evol. Comput., 2016)

If I build it, will they come?: Predicting new venue visitation patterns through mobility data. - Krittika D'Silva; Anastasios Noulas; Mirco Musolesi; Cecilia Mascolo; Max Sklar (SIGSPATIAL/GIS, 2017)

2nd international workshop on mental health and well-being: sensing and intervention. - Saeed Abdullah; Mirco Musolesi; Tanzeem Choudhury; Elizabeth L. Murnane; Jakob E. Bardram (UbiComp/ISWC Adjunct, 2017)

Using human raters to characterize the psychological characteristics of GPS-based places. - Sandrine R. Müller; Gabriella M. Harari; Abhinav Mehrotra; Sandra C. Matz; Poruz Khambatta; Mirco Musolesi; Cecilia Mascolo; Samuel D. Gosling; Peter J. Rentfrow (UbiComp/ISWC Adjunct, 2017)

Probabilistic matching: Causal inference under measurement errors. - Fani Tsapeli; Peter Tiño; Mirco Musolesi (IJCNN, 2017)

Designing Effective Movement Digital Biomarkers for Unobtrusive Emotional State Mobile Monitoring. - Abhinav Mehrotra; Mirco Musolesi (DigitalBioMarker@MobiSys, 2017)

Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web. - Sina Sajadmanesh; Sina Jafarzadeh; Seyed Ali Ossia; Hamid R. Rabiee; Hamed Haddadi; Yelena Mejova; Mirco Musolesi; Emiliano De Cristofaro; Gianluca Stringhini (WWW (Companion Volume), 2017)

Sensing and Modeling Human Behavior Using Social Media and Mobile Data. - Abhinav Mehrotra; Mirco Musolesi (CoRR, 2017)

Tracing Networks of Knowledge in the Digital Age. - Mirco Musolesi (CoRR, 2017)

A Comparison of Spatial-based Targeted Disease Containment Strategies using Mobile Phone Data. - Stefania Rubrichi; Zbigniew Smoreda; Mirco Musolesi (CoRR, 2017)

Linking Twitter Events With Stock Market Jitters. - Fani Tsapeli; Nikolaos Bezirgiannidis; Peter Tiño; Mirco Musolesi (CoRR, 2017)

Interpretable Machine Learning for Privacy-Preserving IoT and Pervasive Systems. - Benjamin Baron; Mirco Musolesi (CoRR, 2017)

Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities. - Gatis Mikelsons; Matthew Smith 007; Abhinav Mehrotra; Mirco Musolesi (CoRR, 2017)

Intelligent Notification Systems: A Survey of the State of the Art and Research Challenges. - Abhinav Mehrotra; Mirco Musolesi (CoRR, 2017)

Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors. - Gianni Barlacchi; Christos Perentis; Abhinav Mehrotra; Mirco Musolesi; Bruno Lepri (EPJ Data Sci., 2017)

Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns. - Abhinav Mehrotra; Sandrine R. Müller; Gabriella M. Harari; Samuel D. Gosling; Cecilia Mascolo; Mirco Musolesi; Peter J. Rentfrow (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

MyTraces: Investigating Correlation and Causation between Users' Emotional States and Mobile Phone Interaction. - Abhinav Mehrotra; Fani Tsapeli; Robert J. Hendley; Mirco Musolesi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Avoiding pitfalls when using machine learning in HCI studies. - Vassilis Kostakos; Mirco Musolesi (Interactions, 2017)

A large-scale study of cultural differences using urban data about eating and drinking preferences. - Thiago Henrique Silva; Pedro O. S. Vaz de Melo; Jussara M. Almeida; Mirco Musolesi; Antonio A. F. Loureiro (Inf. Syst., 2017)

Interpretable Machine Learning for Mobile Notification Management: An Overview of PrefMiner. - Abhinav Mehrotra; Robert J. Hendley; Mirco Musolesi (GetMobile Mob. Comput. Commun., 2017)

Anonymous or Not? Understanding the Factors Affecting Personal Mobile Data Disclosure. - Christos Perentis; Michele Vescovi; Chiara Leonardi; Corrado Moiso; Mirco Musolesi; Fabio Pianesi; Bruno Lepri (ACM Trans. Internet Techn., 2017)

Mobile-Based Experience Sampling for Behaviour Research. - Veljko Pejovic; Neal Lathia; Cecilia Mascolo; Mirco Musolesi (Emotions and Personality in Personalized Services, 2017)

3rd International Workshop on Mental Health and Well-being: Sensing and Intervention. - Saeed Abdullah; Akane Sano; Elizabeth L. Murnane; Mirco Musolesi; Jakob E. Bardram; Sandra Servia; Tanzeem Choudhury (UbiComp/ISWC Adjunct, 2018)

You Are Your Metadata: Identification and Obfuscation of Social Media Users Using Metadata Information. - Beatrice Perez; Mirco Musolesi; Gianluca Stringhini (ICWSM, 2018)

The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. - Ella Peltonen; Eemil Lagerspetz; Jonatan Hamberg; Abhinav Mehrotra; Mirco Musolesi; Petteri Nurmi; Sasu Tarkoma (MobileHCI, 2018)

Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas. - Nicolas Anastassacos; Mirco Musolesi (CoRR, 2018)

Predicting the temporal activity patterns of new venues. - Krittika D'Silva; Anastasios Noulas; Mirco Musolesi; Cecilia Mascolo; Max Sklar (EPJ Data Sci., 2018)

Analyzing and predicting the spatial penetration of Airbnb in U.S. cities. - Giovanni Quattrone; Andrew Greatorex; Daniele Quercia; Licia Capra; Mirco Musolesi (EPJ Data Sci., 2018)

A comparison of spatial-based targeted disease mitigation strategies using mobile phone data. - Stefania Rubrichi; Zbigniew Smoreda; Mirco Musolesi (EPJ Data Sci., 2018)

Using Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States. - Abhinav Mehrotra; Mirco Musolesi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Towards Decentralized Reinforcement Learning Architectures for Social Dilemmas. - Nicolas Anastassacos; Mirco Musolesi (AAMAS, 2019)

NotifyMeHere: Intelligent Notification Delivery in Multi-Device Environments. - Abhinav Mehrotra; Robert J. Hendley; Mirco Musolesi (CHIIR, 2019)

4th international workshop on mental health and well-being: sensing and intervention. - Akane Sano; Saeed Abdullah; Jakob E. Bardram; Sandra Servia; Elizabeth L. Murnane; Tanzeem Choudhury; Mirco Musolesi; Giovanna Nunes Vilaza; Varun Mishra 001 (UbiComp/ISWC Adjunct, 2019)

Evaluating Machine Learning Algorithms for Prediction of the Adverse Valence Index Based on the Photographic Affect Meter. - Gatis Mikelsons; Abhinav Mehrotra; Mirco Musolesi; Nigel Shadbolt (MCSS@MobiSys, 2019)

Fatal attraction: identifying mobile devices through electromagnetic emissions. - Beatrice Perez; Mirco Musolesi; Gianluca Stringhini (WiSec, 2019)

Understanding The Impact of Partner Choice on Cooperation and Social Norms by means of Multi-agent Reinforcement Learning. - Nicolas Anastassacos; Steve Hailes; Mirco Musolesi (CoRR, 2019)

Graph Input Representations for Machine Learning Applications in Urban Network Analysis. - Alessio Pagani; Abhinav Mehrotra; Mirco Musolesi (CoRR, 2019)

Pervasive Data Science and AI. - Nigel Davies 001; Nicholas D. Lane; Mirco Musolesi (IEEE Pervasive Comput., 2019)

UPRISE-IoT: User-Centric Privacy & Security in the IoT. - Silvia Giordano; Victor Morel; Melek Önen; Mirco Musolesi; Davide Andreoletti; Felipe Cardoso; Alan Ferrari; Luca Luceri; Claude Castelluccia; Daniel Le Métayer; Cédric Van Rompay; Benjamin Baron (Security and Privacy in the Internet of Things, 2019)

Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning. - Nicolas Anastassacos; Stephen Hailes; Mirco Musolesi (AAAI, 2020)

PokeME: Applying Context-Driven Notifications to Increase Worker Engagement in Mobile Crowd-sourcing. - Thivya Kandappu; Abhinav Mehrotra; Archan Misra; Mirco Musolesi; Shih-Fen Cheng; Lakmal Meegahapola (CHIIR, 2020)

Predicting and Explaining Privacy Risk Exposure in Mobility Data. - Francesca Naretto; Roberto Pellungrini; Anna Monreale; Franco Maria Nardini; Mirco Musolesi (DS, 2020)

A Measurement Study on the Advertisements Displayed to Web Users Coming from the Regular Web and from Tor. - Adrian Bermudez-Villalva; Mirco Musolesi; Gianluca Stringhini (EuroS&P Workshops, 2020)

5th international workshop on mental health and well-being: sensing and intervention. - Varun Mishra 001; Akane Sano; Saeed Abdullah; Jakob E. Bardram; Sandra Servia; Elizabeth L. Murnane; Tanzeem Choudhury; Mirco Musolesi; Giovanna Nunes Vilaza; Rajalakshmi Nandakumar; Tauhidur Rahman (UbiComp/ISWC Adjunct, 2020)

Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (CoRR, 2020)

Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability. - Mariflor Vega-Carrasco; Jason O'sullivan; Rosie Prior; Ioanna Manolopoulou; Mirco Musolesi (CoRR, 2020)

Where You Go Matters: A Study on the Privacy Implications of Continuous Location Tracking. - Benjamin Baron; Mirco Musolesi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

A Multi-perspective Analysis of Social Context and Personal Factors in Office Settings for the Design of an Effective Mobile Notification System. - Seyma Kucukozer Cavdar; Tugba Taskaya-Temizel; Mirco Musolesi; Peter Tiño (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones. - Victor-Alexandru Darvariu; Laura Convertino; Abhinav Mehrotra; Mirco Musolesi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Personalized Pervasive Health. - Oliver Amft; Jesús Favela; Stephen S. Intille; Mirco Musolesi; Vassilis Kostakos (IEEE Pervasive Comput., 2020)

Interpretable Machine Learning for Privacy-Preserving Pervasive Systems. - Benjamin Baron; Mirco Musolesi (IEEE Pervasive Comput., 2020)

Intelligent Notification Systems - Abhinav Mehrotra; Mirco Musolesi (Morgan & Claypool Publishers, 2020)

Cooperation and Reputation Dynamics with Reinforcement Learning. - Nicolas Anastassacos; Julian García; Stephen Hailes; Mirco Musolesi (AAMAS, 2021)

6th International Workshop on Mental Health and Well-being: Sensing and Intervention. - Varun Mishra 001; Akane Sano; Sahiti Kunchay; Saeed Abdullah; Jakob E. Bardram; Elizabeth L. Murnane; Tanzeem Choudhury; Mirco Musolesi; Giovanna Nunes Vilaza; Rajalakshmi Nandakumar; Tauhidur Rahman (UbiComp/ISWC Adjunct, 2021)

Solving Graph-based Public Goods Games with Tree Search and Imitation Learning. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (NeurIPS, 2021)

Copyright in Generative Deep Learning. - Giorgio Franceschelli; Mirco Musolesi (CoRR, 2021)

Solving Graph-based Public Good Games with Tree Search and Imitation Learning. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (CoRR, 2021)

Planning Spatial Networks. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (CoRR, 2021)

Reinforcement Learning on Encrypted Data. - Alberto Jesu; Victor-Alexandru Darvariu; Alessandro Staffolani; Rebecca Montanari; Mirco Musolesi (CoRR, 2021)

Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing: A Case Study of Office Workers' Availability for Well-being Interventions. - Seyma Kucukozer Cavdar; Tugba Taskaya-Temizel; Abhinav Mehrotra; Mirco Musolesi; Peter Tino (ACM Trans. Comput. Heal., 2021)

Editorial for this SI on "Location Based Services and Applications in the era of Internet of Things". - Paolo Bellavista; Carlo Giannelli; Mirco Musolesi; Marco Picone (Pervasive Mob. Comput., 2021)

FutureWare: Designing a Middleware for Anticipatory Mobile Computing. - Abhinav Mehrotra; Veljko Pejovic; Mirco Musolesi (IEEE Trans. Software Eng., 2021)

Handling Missing Data For Sleep Monitoring Systems. - Shkurta Gashi; Lidia Alecci; Martin Gjoreski; Elena Di Lascio; Abhinav Mehrotra; Mirco Musolesi; Maike E. Debus; Francesca Gasparini; Silvia Santini (ACII, 2022)

7th International Workshop on Mental Health and Well-being: Sensing and Intervention. - Varun Mishra 001; Akane Sano; Sahiti Kunchay; Saeed Abdullah; Jakob E. Bardram; Elizabeth L. Murnane; Tanzeem Choudhury; Mirco Musolesi; Giovanna Nunes Vilaza; Rajalakshmi Nandakumar; Tauhidur Rahman; Xuhai Xu; et al. (UbiComp/ISWC Adjunct, 2022)

Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control. - Francesco De Lellis; Marco Coraggio; Giovanni Russo 002; Mirco Musolesi; Mario di Bernardo (L4DC, 2022)

Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning. - Christoffel Doorman; Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (LoG, 2022)

Graph Neural Modeling of Network Flows. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (CoRR, 2022)

CT-DQN: Control-Tutored Deep Reinforcement Learning. - Francesco De Lellis; Marco Coraggio; Giovanni Russo 001; Mirco Musolesi; Mario di Bernardo (CoRR, 2022)

DeepCreativity: measuring creativity with deep learning techniques. - Giorgio Franceschelli; Mirco Musolesi (Intelligenza Artificiale, 2022)

Mental State, Mood, and Emotion. - Gavin Doherty; Mirco Musolesi; Akane Sano; Thomas Vaessen (IEEE Pervasive Comput., 2022)

Mental State, Mood, and Emotion (Part 2). - Gavin Doherty; Mirco Musolesi; Akane Sano; Thomas Vaessen (IEEE Pervasive Comput., 2022)

Modeling Human Navigation in First-Person Herding Tasks. - Ayman Bin Kamruddin; Gaurav Patil; Mirco Musolesi; Mario di Bernardo; Michael J. Richardson (CogSci, 2023)

8th International Workshop on Mental Health and Well-being: Sensing and Intervention. - Daniel A. Adler; Xuhai Xu; Varun Mishra 001; Akane Sano; Sahiti Kunchay; Saeed Abdullah; Jakob E. Bardram; Elizabeth L. Murnane; Tanzeem Choudhury; Mirco Musolesi; Yiran Zhao 002; Rajalakshmi Nandakumar; et al. (UbiComp/ISWC Adjunct, 2023)

Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning. - Elizaveta Tennant; Stephen Hailes; Mirco Musolesi (IJCAI, 2023)

CT-DQN: Control-Tutored Deep Reinforcement Learning. - Francesco De Lellis; Marco Coraggio; Giovanni Russo 002; Mirco Musolesi; Mario di Bernardo (L4DC, 2023)

Augmented Modular Reinforcement Learning based on Heterogeneous Knowledge. - Lorenz Wolf; Mirco Musolesi (CoRR, 2023)

Steps Towards Satisficing Distributed Dynamic Team Trust. - Edmund R. Hunt; Chris Baber; Mehdi Sobhani; Sanja Milivojevic; Sagir Muhammad Yusuf; Mirco Musolesi; Patrick Waterson; Sally Maynard (CoRR, 2023)

Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (CoRR, 2023)

Learning Machine Morality through Experience and Interaction. - Elizaveta Tennant; Stephen Hailes; Mirco Musolesi (CoRR, 2023)

RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues. - Alessandro Staffolani; Victor-Alexandru Darvariu; Paolo Bellavista; Mirco Musolesi (IEEE Trans. Parallel Distributed Syst., 2023)

Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents. - Elizaveta Tennant; Stephen Hailes; Mirco Musolesi (AIES (1), 2024)

MarcoPolo: A Zero-Permission Attack for Location Type Inference from the Magnetic Field Using Mobile Devices. - Beatrice Perez; Abhinav Mehrotra; Mirco Musolesi (CANS (2), 2024)

Creative Beam Search: LLM-as-a-Judge for Improving Response Generation. - Giorgio Franceschelli; Mirco Musolesi (ICCC, 2024)

Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies. - Alexei Pisacane; Victor-Alexandru Darvariu; Mirco Musolesi (LoG, 2024)

Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. - Ho Long Fung; Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (RLJ, 2024)

Information-Theoretic State Variable Selection for Reinforcement Learning. - Charles Westphal; Stephen Hailes; Mirco Musolesi (CoRR, 2024)

(Ir)rationality and Cognitive Biases in Large Language Models. - Olivia Macmillan-Scott; Mirco Musolesi (CoRR, 2024)

Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learning. - Giorgio Franceschelli; Mirco Musolesi (CoRR, 2024)

Large Language Models are Effective Priors for Causal Graph Discovery. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (CoRR, 2024)

Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law. - Giorgio Franceschelli; Claudia Cevenini; Mirco Musolesi (CoRR, 2024)

Mutual Information Preserving Neural Network Pruning. - Charles Westphal; Stephen Hailes; Mirco Musolesi (CoRR, 2024)

Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges. - Giorgio Franceschelli; Mirco Musolesi (J. Artif. Intell. Res., 2024)

A Computational Linguistic Approach to Study Border Theory at Scale. - Timothy Douglas; Licia Capra; Mirco Musolesi (Proc. ACM Hum. Comput. Interact., 2024)

Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective. - Victor-Alexandru Darvariu; Stephen Hailes; Mirco Musolesi (Trans. Mach. Learn. Res., 2024)

CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making. - Giovanni Minelli; Mirco Musolesi (Trans. Mach. Learn. Res., 2024)

PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning. - Alessandro Staffolani; Victor-Alexandru Darvariu; Luca Foschini 001; Michele Girolami; Paolo Bellavista; Mirco Musolesi (IEEE Trans. Netw. Serv. Manag., 2024)

Creativity and Machine Learning: A Survey. - Giorgio Franceschelli; Mirco Musolesi (ACM Comput. Surv., 2024)

Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning. - Francesco De Lellis; Marco Coraggio; Giovanni Russo 002; Mirco Musolesi; Mario di Bernardo (IEEE Trans. Control. Syst. Technol., 2024)

Partial Information Decomposition for Data Interpretability and Feature Selection. - Charles Westphal; Stephen Hailes; Mirco Musolesi (AISTATS, 2025)

Moral Alignment for LLM Agents. - Elizaveta Tennant; Stephen Hailes; Mirco Musolesi (ICLR, 2025)

Multi-Agent Reinforcement Learning Simulation for Environmental Policy Synthesis. - James Rudd-Jones; Mirco Musolesi; María Pérez-Ortiz 001 (AAMAS, 2025)

Feature Selection for Network Intrusion Detection. - Charles Westphal; Stephen Hailes; Mirco Musolesi (KDD (1), 2025)

"What are they not telling me?" Learning machine learning: Understanding the challenges for novices. - Robert Cinca; Enrico Costanza; Mirco Musolesi; Muna Alebri (Int. J. Hum. Comput. Stud., 2025)

Understanding Interaction with Machine Learning through a Thematic Analysis Coding Assistant: A User Study. - Federico Milana; Enrico Costanza; Mirco Musolesi; Amid Ayobi (Proc. ACM Hum. Comput. Interact., 2025)

Thinking Outside the (Gray) Box: A Context-Based Score for Assessing Value and Originality in Neural Text Generation. - Giorgio Franceschelli; Mirco Musolesi (CoRR, 2025)

DiffSampling: Enhancing Diversity and Accuracy in Neural Text Generation. - Giorgio Franceschelli; Mirco Musolesi (CoRR, 2025)

A Cost-Aware Adaptive Bike Repositioning Agent Using Deep Reinforcement Learning. - Alessandro Staffolani; Victor-Alexandru Darvariu; Paolo Bellavista; Mirco Musolesi (IEEE Trans. Intell. Transp. Syst., 2025)

Reward Model Overoptimisation in Iterated RLHF. - Lorenz Wolf; Robert Kirk; Mirco Musolesi (CoRR, 2025)

Investigating the impact of direct punishment on the emergence of cooperation in multi-agent reinforcement learning systems. - Nayana Dasgupta; Mirco Musolesi (Auton. Agents Multi Agent Syst., 2025)

On the creativity of large language models. - Giorgio Franceschelli; Mirco Musolesi (AI Soc., 2025)

Practitioners and Bias in Machine Learning: A Study. - Robert Cinca; Enrico Costanza; Mirco Musolesi (ACM Trans. Interact. Intell. Syst., 2025)

(Ir)rationality in AI: state of the art, research challenges and open questions. - Olivia Macmillan-Scott; Mirco Musolesi (Artif. Intell. Rev., 2025)