Publications
Please find below a list of all my papers ordered by publication year. Alternatively, you can have a look at my Google Scholar page.
Preprints
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies
Alexei Pisacane, Victor-Alexandru Darvariu and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2404.06492.
[PDF] [BibTeX]
Flourishing Diversity in AI
Gul Deniz Salali, Mirco Musolesi and Hugo Spiers
Submitted for Publication. Preprint available on PsyArXiv.
[PDF] [BibTeX]
Partial Information Decomposition for Data Interpretability and Feature Selection
Charles Westphal, Stephen Hailes and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2401.11512.
[PDF] [BibTeX]
Large Language Models are Effective Priors for Causal Graph Discovery
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2404.06492.
[PDF] [BibTeX]
Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learning
Giorgio Franceschelli and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2403.07979.
[PDF] [BibTeX]
Information-Theoretic State Variable Selection for Reinforcement Learning
Charles Westphal, Stephen Hailes and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2401.11512.
[PDF] [BibTeX]
Learning Machine Morality through Experience and Interaction
Elizaveta Tennant, Stephen Hailes and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2312.01818.
[PDF] [BibTeX]
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions
Olivia Macmillan-Scott and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2311.17165.
[PDF] [BibTeX]
Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2306.01158.
[PDF] [BibTeX]
Augmented Modular Reinforcement Learning based on Heterogeneous Knowledge
Lorenz Wolf and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2306.01158.
[PDF] [BibTeX]
On the Creativity of Large Language Models
Giorgio Franceschelli and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2304.00008.
[PDF] [BibTeX]
Investigating the Impact of Direct Punishment on the Emergence of Cooperation in Multi-Agent Reinforcement Learning Systems
Nayana Dasgupta and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2301.08278.
[PDF] [BibTeX]
Graph Neural Modeling of Network Flows
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
Submitted for Publication. Preprint available on arXiv. arXiv:2209.05208.
[PDF] [BibTeX]
2024
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
Accepted in Transactions on Machine Learning Research. To Appear. Preprint available on arXiv. arXiv:2404.06492. 2024.
[PDF] [BibTeX]
Ecological Brain: Reframing the Study of Human Behaviour and Cognition
Gabriella Vigliocco, Laura Convertino, Sara De Felice, Lara Gregorians, Viktor Kewenig, Marie A. E. Mueller, Sebastijan Veselic, Mirco Musolesi, Andrew Hudson-Smith, Nick Tyler, Eirini Flouri and Hugo Spiers
Accepted for Publication in Royal Society Open Science. To Appear. Preprint available on PsyArXiv. 2024.
[PDF] [BibTeX]
Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi and Mario di Bernardo
Accepted for Publication in IEEE Transactions on Control Systems Technology. To Appear. Preprint available on arXiv. arXiv:2311.10026. 2024.
[PDF] [BibTeX]
A Computational Linguistic Approach to Study Border Theory at Scale
Timothy Douglas, Licia Capra and Mirco Musolesi
Accepted in Proceedings of the ACM in Human-Computer Interaction (PACM HCI). To be presented at the 27th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2024). San José, Costa Rica. To Appear. November 2024.
[PDF] [BibTeX]
Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents
Elizaveta Tennant, Stephen Hailes and Mirco Musolesi
Accepted for Publication in Proceedings of the 7th AAAI Conference on AI, Ethics, and Society (AIES 2024). Santa Clara, CA, USA. October 2024. Preprint available on arXiv. arXiv:2403.07979.
[PDF] [BibTeX]
MarcoPolo: A Zero-Permission Attack for Location Type Inference from the Magnetic Field Using Mobile Devices
Beatrice Perez, Abhinav Mehrotra and Mirco Musolesi
In Proceedings of 23rd International Conference on Cryptology and Network Security (CANS 2024). Cambridge, United Kingdom. Lecture Notes in Computer Science. Springer. To Appear. September 2024. Best Paper Award.
[PDF] [BibTeX]
Regional Shopping Objectives in British Grocery Retail Transactions Using Segmented Topic Models
Mariflor Vega-Carrasco, Mirco Musolesi, Jason O’Sullivan, Rosie Prior and Ioanna Manolopoulou
In Applied Stochastic Models in Business and Industry. September 2024.
[PDF] [BibTeX]
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems
Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
In Proceedings of the 1st Reinforcement Learning Conference (RLC 2024). Amherst, MA, USA. Preprint available on arXiv. arXiv:2001.11279. August 2024.
[PDF] [BibTeX]
PRORL: Proactive Resource Orchestrator for Open RANs using Deep Reinforcement Learning
Alessandro Staffolani, Victor-Alexandru Darvariu, Luca Foschini, Michele Girolami, Paolo Bellavista and Mirco Musolesi
In IEEE Transactions on Network Service and Management. Volume 21. Issue 4. August 2024.
[PDF] [BibTeX]
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law
Giorgio Franceschelli, Claudia Cevenini and Mirco Musolesi
In Proceedings of the 2nd Internation Workshop on Generative AI and Law (GenLaw 2024). Colocated with the 41st International Conference on Machine Learning (ICML 2024). Vienna, Austria. July 2024.
[PDF] [BibTeX]
(Ir)rationality and Cognitive Biases in Large Language Models
Olivia Macmillan-Scott and Mirco Musolesi
In Royal Society Open Science. Volume 11. Issue 6. June 2024.
[PDF] [BibTeX]
Game-theoretic Agent-based Modelling of Micro-level Conflict: Evidence from the ISIS-Kurdish War
Olivia Macmillan-Scott, Akin Ünver and Mirco Musolesi
In PLoS ONE. Volume 19. Issue 6. e0297483. June 2024.
[PDF] [BibTeX]
Creativity and Machine Learning: A Survey
Giorgio Franceschelli and Mirco Musolesi
In ACM Computing Surveys. Volume 56. Issue 11. June 2024.
[PDF] [BibTeX]
Creative Beam Search: LLM-as-a-Judge for Improving Response Generation
Giorgio Franceschelli and Mirco Musolesi
In Proceedings of the 15th International Conference on Computational Creativity (ICCC 2024). Jönköping, Sweden. June 2024.
[PDF] [BibTeX]
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision Making
Giovanni Minelli and Mirco Musolesi
In Transactions on Machine Learning Research. June 2024.
[PDF] [BibTeX]
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges
Giorgio Franceschelli and Mirco Musolesi
In Journal of Artificial Intelligence Research. Volume 79. February 2024.
[PDF] [BibTeX]
2023
Steps Towards Satisficing Distributed Dynamic Team Trust
Edmund R. Hunt, Christopher Baber, Mehdi Sobhani, Sanja Milivojevic, Sagir Yusuf, Mirco Musolesi, Patrick Waterson, Sally Maynard
In Proceedings of the 2023 AAAI Fall Symposium. Washington, DC, USA. October 2023.
[PDF] [BibTeX]
Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning
Elizaveta Tennant, Stephen Hailes and Mirco Musolesi
In Proceedings of the 32nd Joint Conference on Artificial Intelligence (IJCAI 2023). Macao SAR. August 2023.
[PDF] [BibTeX]
CT-DQN: Control-Tutored Deep Reinforcement Learning
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi and Mario di Bernardo
In Proceedings of the 5th Annual Learning for Dynamics & Control Conference (L4DC 2023). Published in Proceedings of Machine Learning Research (PMLR). Philadelphia, PA, USA. June 2023.
[PDF Preprint] [BibTeX]
RLQ: Workload Allocation with Reinforcement Learning in Distributed Queues
Alessandro Staffolani, Victor-Alexandru Darvariu, Paolo Bellavista and Mirco Musolesi
In IEEE Transactions on Parallel and Distributed Systems. Volume 34. Number 3. March 2023.
[PDF] [BibTeX]
Planning Spatial Networks with Monte Carlo Tree Search
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
In Proceedings of the Royal Society A. Volume 479. Issue 2269. January 2023.
[PDF] [BibTeX]
2022
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning
Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
In Proceedings of 1st Learning on Graphs Conference (LoG 2022). Published in Proceedings of Machine Learning Research (PMLR). Virtual. December 2022.
[PDF] [BibTeX]
DeepCreativity: Measuring Creativity with Deep Learning Techniques
Giorgio Franceschelli and Mirco Musolesi
In Intelligenza Artificiale. Volume 16. Number 2. December 2022 IOS Press.
[PDF] [BibTeX]
Handling Missing Data For Sleep Monitoring Systems
Shkurta Gashi, Elena Di Lascio, Maike E. Debus, Lidia Alecci, Abhinav Mehrotra, Francesca Gasparini, Martin Gjoreski, Mirco Musolesi and Silvia Santini
In Proceedings of 10th IEEE International Conference on Affective Computing and Intelligent Interaction (IEEE ACII 2022). Nara, Japan. October 2022.
[PDF] [BibTeX]
Copyright in Generative Deep Learning
Giorgio Franceschelli and Mirco Musolesi
In Data and Policy. Cambridge University Press. Volume 4, e17. May 2022.
[PDF] [BibTeX]
Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi and Mario di Bernardo
In Proceedings of the 4th Annual Learning for Dynamics & Control Conference (L4DC 2022). Published in Proceedings of Machine Learning Research (PMLR). Stanford, Palo Alto, CA, USA. June 2022.
[PDF] [BibTeX]
Posterior Summaries of Grocery Retail Topic Models: Evaluation, Interpretability and Credibility
Mariflor Vega-Carrasco, Ioanna Manolopoulou, Jason O’Sullivan, Rosie Prior and Mirco Musolesi
In Journal of the Royal Statistical Society C. Volume 71. Issue 3. April 2022.
[PDF] [BibTeX]
The Role of Space, Time, and Sociability in Predicting Social Interactions
Christoph Stich, Emmanouil Tranos, Mirco Musolesi and Sune Lehmann
In Environment and Planning B: Urban Analytics and City Science. Volume 49, Issue 2. February 2022. SAGE.
[PDF] [BibTeX]
2021
Solving Graph-based Public Good Games with Tree Search and Imitation Learning
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
In Proceedings of 35th Conference on Neural Information Processing Systems (NeurIPS 2021). December 2021. Preprint available on arXiv. arXiv:2106.06762.
[PDF] [BibTeX]
Goal-directed Graph Construction using Reinforcement Learning
Victor-Alexandru Darvariu, Stephen Hailes and Mirco Musolesi
In Proceedings of the Royal Society A. Volume 477. Issue 2254. October 2021.
[Published version on the Proceedings of the Royal Society A website] [arXiv version] [BibTeX]
Designing Robust Models for Behaviour Prediction using Sparse Data from Mobile Sensing: A Case Study of Office Workers’ Availability for Wellbeing Interventions
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi and Peter Tino
In ACM Transactions on Computing for Healthcare. Volume 2. Issue 4. October 2021.
[PDF] [BibTeX]
FutureWare: Designing a Middleware for Anticipatory Mobile Computing
Abhinav Mehrotra, Veljko Pejovic and Mirco Musolesi
In IEEE Transactions on Software Engineering. Volume 47. Issue 10. October 2021.
[PDF] [BibTeX]
Cooperation and Reputation Dynamics with Reinforcement Learning
Nicolas Anastassacos, Julian Garcia, Stephen Hailes and Mirco Musolesi
In Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021). London, United Kingdom. May 2021.
[PDF] [BibTeX]
Graph Input Representations for Machine Learning Applications in Urban Network Analysis
Alessio Pagani, Abhinav Mehrotra and Mirco Musolesi
In Environment and Planning B: Urban Analytics and City Science. Volume 48. Issue 4. May 2021.
[PDF] [BibTeX]
2020
Where You Go Matters: A Study on the Privacy Implications of Continuous Location Tracking
Benjamin Baron and Mirco Musolesi
In Proceedings of the ACM on Interactive, Mobile, and Wearable Technologies (ACM IMWUT). December 2020. Presented in the Research Track of ACM UbiComp 2021. September 2021.
[PDF] [BibTeX]
Predicting and Explaining Privacy Risk Exposure in Mobility Data
Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini and Mirco Musolesi
In Proceedings of the International Conference on Discovery Science 2020 (DS 2020). Lecture Notes in Computer Science. Volume 12323. October 2020. Springer.
[PDF] [BibTeX]
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 and Peter Tino
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). Volume 4. Issue 1. March 2020. Presented in the Research Track of 2020 International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp’20). Cancun, Mexico. September 2020.
[PDF] [BibTeX]
Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones
Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, and Mirco Musolesi
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). Volume 4. Issue 1. March 2020. Presented in the Research Track of 2020 International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp’20). Cancun, Mexico. September 2020.
[PDF] [BibTeX]
A Measurement Study on the Advertisements Displayed to Web Users Coming from the Regular Web and from Tor
Adrian Bermudez-Villalva, Mirco Musolesi and Gianluca Stringhini
In Proceedings of the 2nd Workshop on Attackers and Cyber-Crime Operations 2020. Virtual Conference. Colocated with the 5th IEEE European Symposium on Security and Privacy (EuroS&P 2020). September 2020.
[PDF] [BibTeX]
PokeME: Applying Context-Driven Notifications to Increase Worker Engagement in Mobile Crowd-sourcing
Thivya Kandappu, Abhinav Mehrotra, Archan Misra, Mirco Musolesi, Shih-Fen Cheng and Lakmal Buddika Meegahapola
In Proceedings of the 2020 ACM SIGIR Conference on Human Information Interaction and Retrieval (ACM CHIIR’20). Vancouver, British Columbia. March 2020.
[PDF] [BibTeX]
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems using Reinforcement Learning
Nicolas Anastassacos, Stephen Hailes and Mirco Musolesi
In Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020). New York City, NY, USA. February 2020.
[PDF] [BibTeX]
Interpretable Machine Learning for Privacy-Preserving Pervasive Systems
Benjamin Baron and Mirco Musolesi
In IEEE Pervasive Computing. Volume 19. Issue 1. January-March 2020.
[PDF] [BibTeX]
Intelligent Notification Systems
Abhinav Mehrotra and Mirco Musolesi
Morgan&Claypool Publishers. 2020.
[Morgan&Claypool Book Webpage] [BibTeX]
2019
Evaluating Machine Learning Algorithms for Prediction of the Adverse Valence Index Based on the Photographic Affect Meter
Gatis Mikelsons, Abhinav Mehrotra, Mirco Musolesi and Nigel Shadbolt
In Proceedings of the 5th ACM Workshop on Mobile Systems for Computational Social Science (MCSS’19). Seoul, Republic of Korea. June 2019.
[PDF] [BibTeX]
Fatal Attraction: Identifying Mobile Devices Through Electromagnetic Emissions
Beatrice Perez, Mirco Musolesi and Gianluca Stringhini
In the Proceedings of the 12th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec’19). Miami, Florida, USA. May 2019.
[PDF] [BibTeX]
Towards Decentralized Reinforcement Learning Architectures for Social Dilemmas
Nicolas Anastassacos and Mirco Musolesi
Extended Abstract in the Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019). Montreal, Canada. May 2019.
[Extended Abstract PDF] [Extended Version - Working Paper] [BibTeX]
The Challenges of Learning Machine Learning for Non-Technical Users or Novice Programmers
Robert Cinca, Mirco Musolesi, Stefan Kreitmayer, Yvonne Rogers and Enrico Costanza
In Proceedings of the ACM CHI 2019 Workshop on Human-Centered Study of Data Science Work Practices. Colocated with ACM CHI 2019. Glasgow, Scotland. April 2019.
[PDF] [BibTeX]
NotifyMeHere: Intelligent Notification Delivery in Multi-Device Environments
Abhinav Mehrotra, Robert Hendley and Mirco Musolesi
In Proceedings of the 2019 ACM SIGIR Conference on Human Information Interaction and Retrieval (ACM CHIIR’19). Glasgow, Scotland. March 2019. Best Paper Award.
[PDF] [BibTeX]
2018
Under and over the Surface: a Comparison of the Use of Leaked Account Credentials in the Dark and Surface Web
Dario Adriano Bermudez Villalva, Jeremiah Onaolapo, Gianluca Stringhini and Mirco Musolesi
In Crime Science. Volume 7. Issue 17. Springer. December 2018.
[PDF] [BibTeX]
Using Unsupervised Deep Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States
Abhinav Mehrotra and Mirco Musolesi
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). Volume 2. Issue 3. Presented in the Research Track of 2018 International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp’18). Singapore. October 2018.
[PDF] [BibTeX]
Analyzing and Predicting the Spatial Penetration of Airbnb in U.S. Cities
Giovanni Quattrone, Andrew Greatorex, Daniele Quercia, Licia Capra and Mirco Musolesi
In EPJ Data Science. Volume 7. Issue 31. Springer. September 2018.
[PDF] [BibTeX]
Precise Time-matching in Chimpanzee Allogrooming does not Occur After a Short Delay
Steve Phelps, Wing Lon Ng, Mirco Musolesi and Yvan I. Russell
In PLOS ONE. Volume 13. Issue 9. e0201810. September 2018.
[PDF] [BibTeX]
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 and Sasu Tarkoma
In Proceedings of the 20th International ACM Conference on Human-Computer Interaction with Mobile Devices and Services (ACM MobileHCI 2018). Barcelona, Spain. September 2018.
[PDF] [BibTeX]
A Comparison of Spatial-based Targeted Disease Containment Strategies using Mobile Phone Data
Stefania Rubrichi, Zbigniew Smoreda and Mirco Musolesi
In EPJ Data Science. Volume 7. Issue 17. Springer. June 2018.
[PDF] [BibTeX]
You are your Metadata: Identification and Obfuscation of Social Media Users using Metadata Information
Beatrice Perez, Mirco Musolesi and Gianluca Stringhini
In Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM 2018). Palo Alto, CA, USA. June 2018.
[PDF] [BibTeX]
Predicting the Temporal Activity Patterns of New Venues
Krittika D’Silva, Anastasios Noulas, Mirco Musolesi, Cecilia Mascolo and Max Sklar
In EPJ Data Science. Volume 7. Issue 13. Springer. May 2018.
[PDF] [BibTeX]
Personal Informatics Tools Benefit from Combining Automatic and Manual Data Capture in the Long-Term
Nora Ptakauskaite, Anna Cox, Mirco Musolesi, Abhinav Mehrotra, James Cheshire and Chiara Garattini
In Proceedings of the ACM CHI Workshop on Next Steps Towards Long Term Self Tracking. Colocated with ACM CHI 2018. Montreal, Canada. April 2018.
[PDF] [BibTeX]
2017
Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities
Gatis Mikelsons, Matthew Smith, Abhinav Mehrotra and Mirco Musolesi
In Proceedings of the NIPS Workshop on Machine Learning for Healthcare 2017 (ML4H’17). Colocated with NIPS’17. Long Beach, California, USA. December 2017.
[PDF] [BibTeX]
Are you Getting Sick? Predicting Influenza-like Symptoms Using Human Mobility Behaviors
Gianni Barlacchi, Christos Perentis, Abhinav Mehrotra, Mirco Musolesi and Bruno Lepri
In EPJ Data Science. Volume 6. Issue 1. Springer. December 2017.
[PDF] [BibTeX]
If I Build It, Will They Come? Predicting New Venue Visitation Patterns through Mobility Data
Krittika D’Silva, Anastasios Noulas, Mirco Musolesi, Cecilia Mascolo and Max Sklar
In Proceedings of the 25th ACM International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2017). Short Paper. Redondo Beach, California, USA. November 2017.
[PDF] [BibTeX]
Non-parametric Causality Detection: An Application to Social Media and
Financial Data
Fani Tsapeli, Mirco Musolesi and
Peter Tino
In Physica A: Statistical Mechanics and Applications. Volume 483. October 2017. Elsevier.
[PDF] [BibTeX]
MyTraces: Investigating Correlation and Causation between Users’ Emotional States and Mobile Phone Interaction
Abhinav Mehrotra, Fani Tsapeli, Robert Hendley and Mirco Musolesi
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). Volume 1. Issue 3. Presented in the Research Track of 2017 International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp’17). Maui, Hawaii, USA. September 2017.
[PDF] [BibTeX]
Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns
Abhinav Mehrotra, Sandrine R. Muller, Gabriella M. Harari, Samuel D. Gosling, Cecilia Mascolo, Mirco Musolesi and P. Jason Rentfrow
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT). Volume 1. Issue 3. Presented in the Research Track of 2017 International Joint Conference on Pervasive and Ubiquitous Computing (ACM UbiComp’17). Maui, Hawaii, USA. September 2017.
[PDF] [BibTeX]
Sensing and Modeling Human Behavior Using Social Media and Mobile Data
Abhinav Mehrotra and Mirco
Musolesi
Book Chapter in Bo Huang (Editor). Comprehensive Geographic Information Systems. September 2017. Elsevier. Preprint Available on ArXiv: arXiv:1702.01181
[PDF] [BibTeX]
Avoiding Pitfalls when Using Machine Learning in HCI Studies
Vassilis Kostakos and Mirco Musolesi
Interactions. Volume 24. Issue 4. July-August 2017. ACM Press.
[PDF] [BibTeX]
Interpretable Machine Learning for Mobile Notification Management: An Overview of PrefMiner
Abhinav Mehrotra, Robert Hendley
and Mirco Musolesi
In ACM SIGMOBILE Mobile Computing and Communications Review (GetMobile). Volume 21. Issue 2. June 2017. ACM Press.
[PDF] [BibTeX]
Designing Effective Movement Digital Biomarkers for Unobtrusive Emotional State Mobile Monitoring
Abhinav Mehrotra and Mirco Musolesi
In Proceedings of 1st ACM International Workshop on Digital Biomarkers. Colocated with ACM MobiSys’17. Niagara Falls, NY, USA. June 2017.
[PDF] [BibTeX]
Probabilistic Matching: Causal Inference under Measurement Errors
Fani Tsapeli, Peter Tino and Mirco Musolesi
In Proceedings of the International Joint Conference on Neural Networks (IJCNN’17). Anchorage, Alaska. USA. May 2017.
[PDF] [BibTeX]
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 and Gianluca Stringhini
In Proceedings of the 26th International World Wide Web Conference. Web Science Track. Perth, Australia. April 2017.
[PDF] [BibTeX]
Anonymous or Not? Understanding the Factors Affecting Personal Mobile
Data Disclosure
Christos Perentis,
Michele
Vescovi, Chiara
Leonardi, Corrado
Moiso,
Mirco Musolesi, Fabio Pianesi and
Bruno
Lepri
In ACM Transactions on Internet Technology. Volume 17. Issue 2. Pages 1-19. March 2017.
[PDF] [BibTeX]
The Effect of Timing and Frequency of Push Notifications on Usage of a Smartphone-Based Stress Management Intervention: An Exploratory Trial
Leanne G. Morrison, Charlie Hargood, Veljko Pejovic, Adam W. A. Geraghty, Scott Lloyd, Natalie Goodman, Danius T. Michaelides, Anna Weston, Mirco Musolesi, Mark J. Weal and Lucy Yardley.
In PLOS ONE. 12(1): e0169162. January 2017.
[PDF] [BibTeX]
Anticipatory Mobile Digital Health: Towards Personalised
Proactive Therapies and Prevention
Strategies
Veljko
Pejovic,
Abhinav Mehrotra and Mirco
Musolesi
Book Chapter in Mihai Nadin (Ed.). Anticipation and Medicine. Springer. 2017.
[PDF] [BibTeX]
2016
PrefMiner: Mining User’s Preferences for Intelligent Mobile
Notification
Management
Abhinav Mehrotra, Robert Hendley
and Mirco Musolesi
In Proceedings of the 2016 International Joint Conference on Pervasive
and Ubiquitous Computing (ACM UbiComp’16). Heidelberg, Germany.
September 2016. Best Paper Award.
[PDF] [BibTeX]
Towards
Multi-modal Anticipatory Monitoring of Depressive States through the
Analysis of Human-Smartphone
Interaction
Abhinav Mehrotra, Robert Hendley
and Mirco Musolesi
In Proceedings of 1st Mental Health Sensing and Intervention Workshop.
Colocated with ACM UbiComp’16. Heidelberg. Germany. September 2016.
[PDF] [BibTeX]
A Multilayer Approach to Multiplexity and Link Prediction in
Online Geo-Social
Networks
Desislava Hristova, Anastasios
Noulas,
Chloe Brown, Mirco Musolesi and
Cecilia Mascolo
In EPJ Data Science. Volume 5. Number 24. July 2016. Springer.
[PDF] [BibTeX]
Spatio-Temporal Networks: Reachability, Centrality and
Robustness
Matthew J. Williams and Mirco Musolesi
In Royal Society Open Science. Volume 3. Number 6. Royal Society
Publishing. June 2016.
[HTML]
[PDF] [BibTeX]
My Phone and Me: Understanding People’s Receptivity to Mobile
Notifications
Abhinav Mehrotra, Veljko
Pejovic, Jo
Vermeulen, Robert Hendley and Mirco Musolesi
In Proceedings of the 2016 ACM International Conference on Human Factors
in Computing Systems (ACM CHI’16). San Jose, CA, USA. May 2016.
[PDF] [BibTeX]
Measuring Urban Social Diversity Using Interconnected Geo-Social
Networks
Desislava Hristova, Matthew J.
Williams, Mirco Musolesi, Pietro
Panzarasa and
Cecilia Mascolo
In Proceedings of the 25th World Wide Web Conference (WWW’16).
Montreal, Canada. April 2016.
[PDF] [BibTeX]
Who Benefits from the “Sharing” Economy of
Airbnb?
Giovanni Quattrone,
Davide Proserpio, Daniele
Quercia, Licia
Capra and Mirco Musolesi
In Proceedings of 25th World Wide Web Conference (WWW’16). Montreal,
Canada. April 2016.
[PDF] [BibTeX]
Mobile-based Experience Sampling for Behaviour
Research
Veljko
Pejovic, Neal
Lathia, Cecilia
Mascolo and Mirco Musolesi
Book chapter in Marko Tkalcic, Nadja DeCarolis, Marco de Gemmis, Ante
Odic, Andrej Kosir (Eds). Emotions and Personality in Personalized
Services. Springer. 2016.
[PDF] [BibTeX]
2015
Investigating Causality in Human Behavior from Smartphone Sensor Data:
A Quasi Experimental
Approach
Fani Tsapeli and Mirco
Musolesi
In EPJ Data Science. Volume 4. Issue 24. Springer. December 2015.
[PDF]
[BibTeX]
Trajectories of Depression: Unobtrusive Monitoring of
Depressive States by means of Smartphone Mobility Traces
Analysis
Luca Canzian and Mirco Musolesi
In Proceedings of the 2015 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (ACM UbiComp’15). Osaka, Japan.
September 2015.
[PDF]
[BibTeX]
Designing Content-driven Intelligent Notification Mechanisms for Mobile
Applications
Abhinav Mehrotra, Mirco Musolesi,
Robert Hendley and Veljko
Pejovic
In Proceedings of the 2015 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (ACM UbiComp’15). Osaka, Japan.
September 2015.
[PDF]
[BibTeX]
Ask,
Don’t Interrupt: The Case for Interruptibility-Aware Mobile Experience
Sampling
Abhinav Mehrotra, Jo
Vermeulen, Veljko
Pejovic and
Mirco Musolesi
In Proceedings of the 4th ACM Workshop on Mobile Systems for
Computational Social Science (ACM MCSS’15). Colocated with ACM
UbiComp’15. Osaka, Japan. September 2015.
[PDF]
[BibTeX]
Investigating the Role of Task Engagement in Mobile
Interruptibility
Veljko
Pejovic,
Abhinav Mehrotra, and Mirco
Musolesi
In Proceedings of the 1st ACM Workshop on Intelligent Attention
Management on Mobile Devices. Colocated with ACM MobileHCI’15.
Copenhagen, Denmark. August 2015.
[PDF]
[BibTeX]
Spatio-temporal Techniques for User Identification by means of GPS
Mobility
Data
Luca Rossi and Mirco Musolesi
In EPJ Data Science. Volume 4. Issue 11. August 2015.
[PDF]
[BibTeX]
Disease Containment Strategies based on Mobility and Information
Dissemination
Antonio Lima, Manlio De Domenico,
Veljko
Pejovic and
Mirco Musolesi
In Nature Scientific Reports. 5:10650. Nature Publishing Group. June 2015.
[PDF]
[HTML]
[BibTeX]
Privacy and the City: User Identification and Location Semantics in
Location-Based Social
Networks
Luca Rossi, Matthew
Williams, Christopher Stich, and Mirco
Musolesi
In Proceedings of the 9th International AAAI Conference on Web and
Social Media (AAAI ICWSM’15). Oxford, United Kingdom. May 2015.
[PDF]
[BibTeX]
On the k-Anonymization of Time-varying and Multi-layer Social
Graphs
Luca Rossi, Mirco Musolesi and
Andrea Torsello
In Proceedings of the 9th International AAAI Conference on Web and
Social Media (AAAI ICWSM’15). Oxford, United Kingdom. May 2015.
[PDF]
[BibTeX]
Anticipatory Mobile Computing: A Survey of the State of the Art and
Research Challenges
Veljko Pejovic and Mirco
Musolesi
In ACM Computing Surveys. Volume 47. Issue 3. ACM Press. April 2015.
[PDF]
[BibTeX]
Explaining the Power-Law Distribution of Human Mobility Through
Transportation Modality
Decomposition
Kai Zhao, Mirco Musolesi,
Pan Hui, Weixiong
Rao and Sasu
Tarkoma
In Nature Scientific Reports. 5:9136. Nature Publishing Group. March 2015.
[PDF]
[HTML]
[BibTeX]
2014
SenSocial:
A Middleware for Integrating Online Social Networks and Mobile Sensing
Data
Streams
Abhinav Mehrotra, Veljko
Pejovic and Mirco Musolesi
In Proceedings of the 15th ACM/IFIP/USENIX International Middleware
Conference (ACM/IFIP/USENIX Middleware 2014). Bordeaux, France. December 2014.
[PDF]
[BibTeX]
It’s the Way you Check-in: Identifying Users in Location-Based Social
Networks
Luca Rossi and Mirco Musolesi
In Proceedings of the 2nd ACM International Conference on Online Social
Networks (ACM COSN’14). Dublin, Ireland. October 2014.
[PDF]
[BibTeX]
InterruptMe: Designing
Intelligent Prompting Mechanisms for Pervasive
Applications
Veljko Pejovic and Mirco
Musolesi
In Proceedings of the 2014 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (ACM UbiComp’14). Seattle, WA, USA.
September 2014. Best Paper Nominee (top 4%).
[PDF]
[BibTeX]
Anticipatory Mobile Computing for Behaviour Change
Interventions
Veljko Pejovic and Mirco
Musolesi
In Proceedings of the 3rd ACM Workshop on Mobile Systems for
Computational Social Science (ACM MCSS’14). Colocated with ACM
UbiComp’14. Seattle, WA, USA. September 2014.
[PDF]
[BibTeX]
Ethnic Structure in Global Naming
Networks
Kira
Kowalska,
Paul
Longley
and Mirco Musolesi
In Proceedings of the 8th International Conference on Geographic Information
Science (GIScience 2014) - Extended Abstracts. Vienna, Austria.
September 2014.
[PDF]
[BibTeX]
The Uncertainty of Identity Toolset: Analysing Digital Traces for
User
Profiling
Muhammad
Adnan, Antonio
Lima, Luca
Rossi, Suresh Veluru, Paul
Longley,
Mirco Musolesi and Muttukrishnan
Rajarajan.
In Proceedings of the 7th International Conference on Security
Information and Networks. Glasgow, Scotland, United Kingdom. September 2014. ACM Press. Best Human Factors and Biometrics Paper.
[PDF]
[BibTeX]
Coding Together at Scale: GitHub as a Collaborative Social
Network
Antonio Lima, Luca
Rossi and Mirco Musolesi
In Proceedings of the 8th AAAI International Conference on Weblogs and
Social Media (ICWSM’14). Ann Arbor, Michigan, USA. June 2014.
[PDF]
[BibTeX]
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
and Cecilia Mascolo
In Proceedings of the 8th AAAI International Conference on Weblogs and
Social Media (ICWSM’14). Ann Arbor, Michigan, USA. June 2014.
[PDF]
[BibTeX]
You are What you Eat (and Drink): Identifying Cultural Boundaries by
Analyzing Food & Drink Habits in
Foursquare
Thiago Silva, Pedro Vaz De
Melo, Jussara
Almeida, Mirco Musolesi and
Antonio Louriero
In Proceedings of the 8th AAAI International Conference on Weblogs and
Social Media (ICWSM’14). Ann Arbor, Michigan, USA. June 2014.
[PDF]
[BibTeX]
Software Engineering for Mobility: Reflecting on the Past, Peering
into the
Future
Gian Pietro Picco, Christine
Julien, Amy L.
Murphy, Mirco Musolesi and
Gruia-Catalin
Roman
In Proceedings of the 36th ACM/IEEE International Conference on Software
Engineering (ICSE’14). Future of Software Engineering Track. Hyderabad,
India. June 2014.
[PDF]
[BibTeX]
Big Mobile Data Mining: Good or
Evil?
Mirco Musolesi
In IEEE Internet Computing. Volume 18. Issue 1. January-February 2014.
[PDF]
[BibTeX]
2013
The Anatomy of a Scientific
Rumor
Manlio De Domenico, Antonio Lima,
Paul Mougel and Mirco Musolesi
Nature Scientific Reports. 3:2980. Nature Publishing Group. October 2013.
[PDF]
[BibTeX]
[Videos]
Interdependence and Predictability of Human Mobility and Social
Interactions
Manlio De Domenico, Antonio Lima
and Mirco Musolesi
In Pervasive and Mobile Computing. Volume 9. Issue 6. December 2013.
Elsevier.
Extended version of the
paper
originally submitted for the Nokia Mobile Data Challenge.
[PDF]
[ArXiv version]
[BibTeX]
[Project
website]
Smartphones for Large-Scale Behaviour Change
Intervention
Neal Lathia, Veljko
Pejovic, Kiran
Rachuri, Cecilia
Mascolo, Mirco Musolesi and Peter
J.
Rentfrow
In IEEE Pervasive Computing. Volume 12. Issue 3. July-September 2013.
[PDF]
[BibTeX]
Exploiting Cellular Data for Disease Containment and Information
Campaigns Strategies in Country-wide
Epidemics
Antonio Lima, Manlio De
Domenico, Veljko Pejovic and
Mirco Musolesi
In Proceedings of the 3rd International Conference on the Analysis of
Mobile Phone Datasets (NetMob’13). Boston, Massachusetts, USA. May 2013.
Winner of the Data for Development Challenge Best Overall Prize.
[PDF]
[BibTeX]
The Rebirth of Locality: Information, People and Places in a Connected
World
Antonio Lima and Mirco Musolesi
In Proceedings of the 1st Geographic Human-Computer Interaction
Workshop. Colocated with ACM CHI’13. Paris, France. April 2013.
[PDF]
[BibTeX]
Graph Metrics for Temporal
Networks
Vincenzo Nicosia, John
Tang, Cecilia
Mascolo, Mirco Musolesi, Giovanni
Russo and Vito
Latora
Book Chapter in Petter Home and Jari Saramaki (Editors). Temporal
Networks. Springer. 2013.
[PDF]
[BibTeX]
Applications of Temporal Graph Metrics to Real-World
Networks
John Tang, Ilias
Leontiadis, Salvatore
Scellato, Vincenzo
Nicosia, Cecilia
Mascolo, Mirco Musolesi and Vito
Latora
Book Chapter in Petter Holme and Jari Saramaki (Editors). Temporal
Networks. Springer. 2013.
[PDF]
[BibTeX]
2012
Spatial Dissemination Metrics
for Location-based Social
Networks
Antonio Lima and Mirco Musolesi
Proceedings of the 4th ACM International Workshop on Location-Based
Social Networks (LBSN 2012). Colocated with ACM UbiComp 2012.
Pittsburgh, Pennsylvania, USA. September 2012.
[PDF]
[BibTeX]
Community Detection Using Cooperative Co-evolutionary Differential
Evolution
Qiang Huang, Thomas White, Guanbo
Jia, Mirco
Musolesi, Nil Turan, Ke Tang,
Shan He, John, K.
Heath
and Xin Yao
In Proceedings of the 12th International Conference on Parallel Problem
Solving from Nature (PPSN XII). Springer. Taormina, Italy. Lecture
Notes in Computer Science 7492. September 2012.
[PDF]
[BibTeX]
Interdependence and Predictability of Human Mobility
and Social
Interactions
Manlio De Domenico, Antonio
Lima and Mirco Musolesi
Proceedings of the Nokia Mobile Data Challenge Workshop. Colocated with
Pervasive 2012. Newcastle, United Kingdom. June 2012. Winning Entry
of the Nokia Mobile Data Open Challenge.
[PDF]
[BibTeX]
[Project
website]
[Extended version
preprint]
Energy-Accuracy Trade-offs of Sensor Sampling in Smart Phone Based
Sensing
Systems
Kiran K. Rachuri, Cecilia
Mascolo and Mirco Musolesi
Book Chapter in Mobile Context Awareness. Tom Lovett and Eamonn O’Neill
(Eds). Springer. April 2012.
[PDF]
[BibTeX]
Components in Time-varying
Graphs
Vincenzo Nicosia, John
Tang, Mirco Musolesi, Giovanni
Russo, Cecilia
Mascolo and Vito
Latora
Chaos. American Institute of Physics. Volume 22. Issue 2. April 2012.
[PDF]
[BibTeX]
STOP: Socio-Temporal Opportunistic
Patching of Short Range Mobile
Malware
John Tang, Hyoungshick Kim,
Cecilia Mascolo and Mirco
Musolesi
In Proceedings of the 13th IEEE Symposium on a World of Wireless, Mobile
and Multimedia Networks (WOWMOM’12). San Francisco, California, USA.
June 2012.
[PDF]
[BibTeX]
Community Detection in Social and Biological
Networks using Differential
Evolution
Guanbo Jia, Zixing Cai, Mirco Musolesi, Yong
Wang, Dan
Tennant,
Ralf
Weber,
John
Heath
and Shan He.
Proceedings of the 6th Learning and Intelligent Optimization Conference
(LION 6). Paris, France. Lecture Notes in Computer Science 7219.
Springer. January 2012.
[PDF]
[BibTeX]
2011
SociableSense: Exploring the Trade-offs of
Adaptive Sampling and Computation Offloading for Social
Sensing
Kiran K. Rachuri, Cecilia
Mascolo, Mirco Musolesi, and Peter
J.
Rentfrow
In Proceedings of the 17th Annual International Conference on Mobile
Computing and Networking (MobiCom’11), Las Vegas, USA. September 2011.
[PDF]
[BibTeX]
NextPlace: A Spatio-temporal
Prediction Framework for Pervasive
Systems
Salvatore Scellato, Mirco Musolesi,
Cecilia Mascolo, Vito
Latora and Andrew T.
Campbell
In Proceedings of the 9th International Conference on Pervasive
Computing (Pervasive’11). San Francisco, California, USA. June 2011.
[PDF]
[BibTeX]
Exploiting Temporal Complex Network
Metrics in Mobile Malware
Containment
John Tang, Cecilia
Mascolo, Mirco Musolesi and Vito
Latora
In Proceedings of the 12th IEEE
International Symposium on a World of Wireless, Mobile and Multimedia
Networks (WOWMOM’11). Lucca, Italy. June 2011.
[PDF]
[BibTeX]
Track Globally, Deliver Locally:
Improving Content Delivery Networks by Tracking Geographic Social
Cascades
Salvatore
Scellato, Cecilia
Mascolo, Mirco Musolesi and Jon
Crowcroft.
In Proceedings of the 20th World Wide Web Conference (WWW’11).
Hyderabad, India. March 2011.
[PDF]
[BibTeX]
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
In Proceedings of 12th ACM International Conference on Ubiquitous
Computing (UbiComp’10). Copenhagen, Denmark. September 2010.
[PDF]
[BibTeX]
Energy Accuracy Trade-offs in Querying
Sensor Data for Continuous Sensing Mobile
Systems
Kiran K. Rachuri, Mirco Musolesi
and Cecilia Mascolo
In Proceedings of the ACM Workshop on Mobile Context Awareness:
Capabilities, Challenges and Applications. Colocated with ACM
UbiComp’10. Copenhagen, Denmark. September 2010.
[PDF]
[BibTeX]
Distance Matters: Geo-social Metrics
for Online Social
Networks
Salvatore Scellato, Cecilia
Mascolo , Mirco Musolesi and Vito
Latora
In Proceedings of the 3rd Workshop on Online Social Networks (WOSN’10).
Colocated with USENIX’10. Boston, MA, USA. June 2010.
[PDF]
[BibTeX]
On Nonstationarity of Human Contact
Networks
Salvatore Scellato, Mirco Musolesi,
Cecilia Mascolo and Vito
Latora
In Proceedings of the 2nd Workshop on Simplifying Complex Networks for
Practitioners (SIMPLEX’10). Colocated with IEEE ICDCS’10. Genova, Italy.
June 2010.
[PDF]
[BibTeX]
MetroTrack: Predictive Tracking of
Mobile Events using Mobile
Phones
Gahng-Seop Ahn,
Mirco Musolesi, Hong Lu, Reza
Olfati-Saber
and Andrew T. Campbell
In Proceedings of the 6th ACM/IEEE International Conference on
Distributed Computing in Sensor Systems (DCOSS’10). Santa Barbara,
California, USA. June 2010.
[PDF]
[BibTeX]
Small-world Behavior in Time-varying
Graphs
John Tang, Salvatore
Scellato, Mirco Musolesi, Cecilia
Mascolo and Vito
Latora
Physical
Review E. Volume 81, Number 5. 055101(R). May 2010.
[PDF]
[BibTeX]
Supporting Energy-Efficient Uploading
Strategies for Continuous Sensing Applications on Mobile
Phones
Mirco Musolesi, Mattia Piraccini, Kristof Fodor, Antonio
Corradi and Andrew T.
Campbell
In Proceedings of the 8th International Conference on Pervasive
Computing (Pervasive 2010). Helsinki, Finland. May 2010.
[PDF]
[BibTeX]
Analysing Information Flows and Key Mediators through Temporal
Centrality
Metrics
John Tang, Mirco Musolesi, Cecilia
Mascolo and Vito
Latora and Vincenzo Nicosia
In Proceedings of the 3rd ACM Workshop on Social Network Systems
(SNS’10). Colocated with ACM SIGOPS EuroSys’10. Paris, France. April 2010.
[PDF]
[BibTeX]
Characterising Temporal Distance and Reachability in Mobile and
Online Social Networks
John Tang,
Mirco Musolesi, Cecilia Mascolo and
Vito Latora
In ACM SIGCOMM Computer Communication Review. Volume 40. Number 1.
January 2010.
[PDF]
[BibTeX]
2009
Inferring Interests from Mobility and
Social
Interactions
Anastasios
Noulas, Mirco Musolesi,
Massimiliano Pontil and
Cecilia Mascolo
In Proceedings of the Workshop on Analyzing Networks and Learning with
Graphs. Colocated with NIPS’09. Whistler, Canada. December 2009.
[PDF]
[BibTeX]
Temporal Distance Metrics for Social
Network Analysis
John
Tang, Mirco Musolesi, Cecilia
Mascolo and Vito
Latora
In Proceedings of the 2nd ACM SIGCOMM Workshop on Online Social Networks
(WOSN’09). Colocated with ACM SIGCOMM’09. Barcelona, Spain. August 2009.
[PDF]
[BibTeX]
CAR: Context-aware Adaptive Routing for Delay
Tolerant Mobile
Networks
Mirco Musolesi and Cecilia
Mascolo
In IEEE Transactions on Mobile Computing. Vol. 8 No. 2. February 2009
[PDF]
[BibTeX]
Mobility Models for Systems
Evaluation. A
Survey
Mirco Musolesi and Cecilia
Mascolo
Book Chapter in Middleware for Network Eccentric and Mobile
Applications. Benoît Garbinato, Hugo Miranda andd Luís Rodrigues
Editors. Springer. February 2009.
[PDF]
[BibTeX]
2008
Sensing Meets Mobile Social Networks:
The Design, Implementation and Evaluation of the CenceMe
Application
Emiliano
Miluzzo,
Nicholas D. Lane, Kristof
Fodor, Ronald A.
Peterson, Hong
Lu, Mirco Musolesi, Shane B.
Eisenman, Xiao Zheng, Andrew T.
Campbell
In Proceedings of 6th ACM Conference on Embedded Networked Sensor
Systems (SenSys’08). Raleigh, North Carolina, USA. November 2008.
[PDF]
[BibTeX]
Epcast: Controlled Dissemination in
Human-based Wireless Networks by means of Epidemic Spreading
Models
Salvatore Scellato, Cecilia
Mascolo, Mirco Musolesi and Vito
Latora
In Bio-Inspired Computing and Communication. Springer Lecture Notes in
Computer Science 5151. Springer. 2008
[PDF]
[BibTeX]
A Framework for Multi-region Delay
Tolerant
Networking
Mirco Musolesi and Cecilia
Mascolo
Invited Paper. In Proceedings of the First ACM Workshop on Wireless
Networks and Systems for Developing Regions (WiNS-DR’08). Colocated with
ACM MobiCom’08. San Francisco, California, USA. September 2008.
[PDF]
[BibTeX]
The Rise of People-Centric
Sensing
Andrew T. Campbell, Shane B.
Eisenman, Nicholas D.
Lane, Emiliano
Miluzzo,
Ronald A. Peterson, Hong
Lu, Xiao Zheng, Mirco Musolesi,
Kristof Fodor and Gahng-Seop
Ahn
In IEEE Internet Computing. Special Issue on Mesh Networks. July/August 2008.
[PDF]
[BibTeX]
Socially-aware Routing for
Publish-Subscribe in Delay-tolerant Mobile Ad Hoc
Networks
Paolo Costa, Cecilia
Mascolo, Mirco Musolesi and Gian
Pietro Picco
In IEEE Journal on Selected Areas in Communications. Volume 26, Number 5. June 2008.
[PDF]
[BibTeX]
The Second Life of a Sensor: Integrating
Real-world Experience in Virtual Worlds using Mobile
Phones
Mirco Musolesi, Emiliano
Miluzzo, Nicholas T.
Lane, Shane B.
Eisenman, Tanzeem
Choudhury, and Andrew T.
Campbell
In Proceedings of the Fifth ACM Workshop on Embedded Networked Sensors
(HotEmNets 2008). Charlottesville, Virginia, USA. June 2008.
[PDF]
[BibTeX]
Writing on the Clean Slate: Implementing a
Socially-Aware Protocol in
Haggle
Mirco Musolesi, Pan
Hui, Cecilia
Mascolo and Jon
Crowcroft
In Proceedings of the 2nd IEEE International Workshop on Autonomic and
Opportunistic Communications (AOC 2008). Newport Beach, CA. June 2008.
IEEE Press.
[PDF]
[BibTeX]
CenceMe: Injecting Sensing Presence
into Social Network Applications using Mobile Phones (Demo
Abstract)
Andrew T. Campbell, Shane B.
Eisenman, Kristof
Fodor, Nicholas D.
Lane, Hong
Lu, Emiliano
Miluzzo, Mirco
Musolesi, Ronald A. Peterson
and Xiao Zheng
In Proceedings of ACM SIGMOBILE MobiHoc’08. Hong Kong S.A.R., China. May 2008. ACM Press.
[PDF]
[BibTeX]
When Cars Start
Gossiping
Paolo Costa, Daniela
Gavidia, Boris
Koldehofe,
Hugo Miranda, Mirco Musolesi and
Oriana Riva
In Proceedings of the ACM Middleware for Network Eccentric and Mobile
Applications Workshop (MiNEMA’08). Colocated with ACM SIGOPS EuroSys’08.
Glasgow, United Kingdom. April 2008.
[PDF]
[BibTeX]
CenceMe: Injecting Sensing Presence
into Social Network Applications using Mobile Phones (Demo
Abstract)
Andrew T. Campbell, Shane B.
Eisenman, Kristof
Fodor, Nicholas D.
Lane, Hong
Lu, Emiliano
Miluzzo, Mirco
Musolesi, Ronald A. Peterson
and Xiao Zheng
In Proceedings of ACM SIGMOBILE HotMobile’08. Napa Valley, CA, USA.
February 2008. ACM Press.
[PDF]
[BibTeX]
Urban Sensing Systems: Opportunistic
or
Participatory?
Nicholas T. Lane, Shane B.
Eisenman, Mirco Musolesi,
Emiliano Miluzzo and Andrew
T. Campbell
In Proceedings of ACM SIGMOBILE HotMobile’08. Napa Valley, CA, USA.
February 2008. ACM Press.
[PDF]
[BibTeX]
2007
Opportunistic Mobile Sensor Data Collection with
SCAR
Bence Pasztor, Mirco Musolesi and Cecilia
Mascolo
In Proceedings of the 4th IEEE International Conference on Mobile Ad-hoc
and Sensor Systems (MASS’07). Pisa, Italy. October 2007. IEEE Press.
[PDF]
[BibTeX]
CTG: A Connectivity Trace Generator
for Testing the Performance of Opportunistic Mobile
Systems
Roberta Calegari, Mirco Musolesi, Franco
Raimondi and Cecilia
Mascolo
In Proceedings of the European Software Engineering Conference and the
International ACM SIGSOFT Symposium on the Foundations of Software
Engineering (ESEC/FSE07). Dubrovnik, Croatia. September 2007. ACM
Press.
[PDF]
[BibTeX]
[Software]
Designing Mobility Models based on Social Network
Theory
Mirco Musolesi and Cecilia
Mascolo
In ACM SIGMOBILE Mobile Computing and Communications Review. Volume 11,
Number 3. July 2007. ACM Press.
[PDF]
[BibTeX]
[Software]
EPITELLA: Improving the Gnutella Search Algorithm through Epidemic
Spreading Models for Complex
Networks
Holger Kampffmeyer, Mirco Musolesi and Cecilia
Mascolo
In Proceedings of the IEEE Workshop on Dependable Support in
Self-Organising Networks (DASSON’07). Colocated with 37th Annual
IEEE/IFIP Conference on Dependable Systems and Networks. Edinburgh,
United Kingdom. June 2007. IEEE Press.
[PDF]
[BibTeX]
TACO-DTN: A Time-aware Content-based Dissemination System for
Delay-Tolerant
Networks
Giuseppe Sollazzo,
Mirco Musolesi and Cecilia
Mascolo
In Proceedings of the 1st ACM SIGMOBILE International Workshop on Mobile
Opportunistic Networking (MobiOpp 2007). Colocated with Mobisys’07.
Puerto Rico, USA, June 2007. ACM Press.
[PDF]
[BibTeX]
Predictive Resource Scheduling in Computational
Grids
Clovis Chapman, Mirco
Musolesi, Wolfgang Emmerich
and Cecilia Mascolo
In Proceedings of the 21st IEEE
International Parallel & Distributed Processing Symposium (IPDPS’07).
Long Beach, California. March 2007. IEEE Press.
[PDF]
[BibTeX]
2006
Demo
Abstract: Data Collection in Delay Tolerant Mobile Sensor Networks using
SCAR
Cecilia Mascolo, Mirco
Musolesi and Bence Pastzor.
In Proceeding of the 4th ACM Conference on Embedded Networked Sensor
Systems (SenSys 2006). Boulder, CO, USA. November 2006. ACM Press.
[PDF]
[Poster]
[BibTeX]
Controlled Epidemic-style Dissemination Middleware for Mobile Ad Hoc
Networks
Mirco Musolesi and Cecilia
Mascolo.
In Proceedings of 3rd ACM SIGMOBILE/IEEE Annual Conference on Mobile and
Ubiquitous Systems (MOBIQUITOUS 2006). San Jose, California. July 2006.
IEEE Press.
[PDF]
[BibTeX]
SCAR: Context-aware Adaptive Routing in Delay Tolerant Mobile Sensor
Networks
Cecilia Mascolo and Mirco
Musolesi
In Proceedings of the Delay Tolerant Networks Symposium. ACM
International Wireless Communications and Mobile Computing Conference
(IWCMC) 2006. Vancouver, Canada. July 2006. ACM Press.
[PDF]
[BibTeX]
Evaluating Context Information Predictability for Autonomic
Communication
Mirco Musolesi and Cecilia
Mascolo
In Proceedings of 2nd IEEE Workshop on Autonomic Communications and
Computing (ACC’06). Co-located with Proceedings of 7th IEEE
International Symposium on a World of Wireless, Mobile and Multimedia
Networks (WoWMoM’06). Niagara Falls, NY. June 2006. IEEE Press.
[PDF]
[BibTeX]
A
Community Based Mobility Model for Ad Hoc Network
Research
Mirco Musolesi and Cecilia
Mascolo
In Proceedings of the 2nd ACM/SIGMOBILE International Workshop on
Multi-hop Ad Hoc Networks: from theory to reality (REALMAN’06).
Colocated with MobiHoc’06. Florence, Italy. May 2006. ACM Press.
[PDF]
[BibTeX]
[Software]
Autonomic Trust Prediction for Pervasive
Systems
Licia Capra and Mirco
Musolesi
In Proceedings of IEEE Workshop on Trusted and Autonomic Computing
Systems 2006 (TACS’06). Vienna, Austria. April 2006.
[PDF]
[BibTeX]
EMMA: Epidemic Messaging Middleware for Ad hoc
networks
Mirco Musolesi, Cecilia Mascolo
and Stephen Hailes
In Personal and Ubiquitous Computing. Volume 10, Number 1. Pages 28-36.
February 2006. Springer.
[PDF]
[BibTeX]
Spatio-Temporal Communication Primitives for Delay Tolerant
Systems
Mirco Musolesi and Cecilia
Mascolo
In Proceedings of 3th MiNEMA Workshop. Leuven, Belgium. February 2006.
[PDF]
[BibTeX]
2005
Adaptive Routing for Intermittently Connected Mobile Ad Hoc
Networks
Mirco Musolesi, Stephen Hailes
and Cecilia Mascolo
In Proceedings of 6th IEEE International Symposium on a World of
Wireless, Mobile and Multimedia Networks (WoWMoM’05). Taormina, Italy.
June 2005. IEEE Press.
[PDF]
[PDF Extended
version]
[BibTeX]
Social Networks Based Ad Hoc Mobility
Models
Mirco Musolesi, Stephen Hailes
and Cecilia Mascolo
In Proceedings of the 3rd UK-Ubinet Workshop. Bath, United Kingdom.
February 2005.
[PDF] [BibTeX]
2004
Adapting
Asynchronous Messaging Middleware to Ad Hoc
Networking
Mirco Musolesi, Cecilia Mascolo
and Stephen Hailes
In Proceedings of 2nd ACM International Workshop on Middleware for
Pervasive and Ad-Hoc Computing (MPAC’04). Co-located with Middleware 2004. Toronto, Canada. October 2004. ACM Press.
[PDF]
[BibTeX]
Designing a Context-aware Middleware for Asynchronous Communication in
Mobile Ad Hoc
Environments
Mirco Musolesi
In Proceedings of the 1st International Middleware Doctoral Symposium
2004 (MDS’04). Co-located with Middleware 2004. Toronto, Canada. ACM
Press. October 2004.
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[BibTeX]
An Ad Hoc Mobility Model Founded on Social Network
Theory
Mirco Musolesi, Stephen Hailes
and Cecilia Mascolo
In Proceedings of the 7th ACM/IEEE International Symposium on Modeling,
Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2004).
Venezia, Italy. October 2004. ACM Press.
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[BibTeX]
[Software]
Last updated: 27 September 2024.