Per Year

 @inproceedings{FRSVZ-WFIOT2018,
  author    = {Fortino, Giancarlo and Russo, Wilma and Savaglio, Claudio and Viroli, Mirko and Zhou, MengChu},
  title     = {Opportunistic cyberphysical services: {A} novel paradigm for the future
               Internet of Things},
  booktitle = {4th {IEEE} World Forum on Internet of Things, WF-IoT 2018, Singapore,
               February 5-8, 2018},
  pages     = {488--492},
  year      = {2018},
  url       = {https://doi.org/10.1109/WF-IoT.2018.8355174},
  doi       = {10.1109/WF-IoT.2018.8355174}
} 

 @article{VABDP-TOMACS2018,
 author = {Viroli, Mirko and Audrito, Giorgio and Beal, Jacob and Damiani, Ferruccio and Pianini, Danilo},
 title = {Engineering Resilient Collective Adaptive Systems by Self-Stabilisation},
 journal = {ACM Transaction on Modelling and  Computer Simulation},
 issue_date = {March 2018},
 volume = {28},
 number = {2},
 month = mar,
 year = {2018},
 issn = {1049-3301},
 pages = {16:1--16:28},
 articleno = {16},
 numpages = {28},
 url = {http://doi.acm.org/10.1145/3177774},
 doi = {10.1145/3177774},
 acm = {3177774},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {Aggregate computing, collective adaptive systems, distributed algorithms, field calculus, self-stabilisation, simulation and modeling},
} 
 

 @article{Mayer2018,
author = {Mayer Simon and Ciortea Andrei and Ricci Alessandro and Robles Maria Ines and Kovatsch Matthias and Croatti Angelo},
title = {Hypermedia to connect them all autonomous hypermedia agents and sociotechnical interactions},
journal = {Internet Technology Letters},
volume = {0},
number = {0},
pages = {e50},
keywords = {HATEOAS, hypermedia, Internet of Things, mixed reality, multiagent systems, Web of Things},
doi = {10.1002/itl2.50},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/itl2.50},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/itl2.50},
abstract = {Current standardization efforts of the Web of Things provide a unique opportunity to integrate technologies from the research domain of multiagent systems and the human‐computer interaction field that could take us closer to creating intuitively usable distributed artificial intelligence. In this paper, we discuss what bridges are missing between these largely detached research communities: we propose to use the Hypermedia As The Engine Of Application State principle that is at the core of the Web architecture to underpin systems that integrate multiagent planning and acting with semantic technologies and with interoperable mixed reality interfaces. This should enable the creation of highly augmented environments in private as well as commercial and industrial environments where physical and digital things coexist and interact with one another.}
} 

 @article{gradients-scp166,
	Author = {Audrito, Giorgio and Damiani, Ferruccio and Viroli, Mirko},
	Doi = {10.1016/j.scico.2018.06.002},
	Issn = {0167-6423},
	Journal = {Science of Computer Programming},
	Keywords = {Aggregate programming, Gradient, Information speed, Reliability, Spatial computing},
	Pages = {146--166},
	Title = {Optimal single-path information propagation in gradient-based algorithms},
	Url = {http://www.sciencedirect.com/science/article/pii/S0167642318302387},
	Volume = 166,
	Year = 2018} 

 @inproceedings{VBDACP-COORDNATION2018,
  author    = {Viroli, Mirko  and
               Beal, Jacob  and
                Damiani, Ferruccio and
               Audrito, Giorgio  and
               Casadei, Roberto  and
               Pianini, Danilo },
  title     = {From Field-Based Coordination to Aggregate Computing},
  booktitle = {Coordination Models and Languages - 20th {IFIP} {WG} 6.1 International
               Conference, {COORDINATION} 2018, Held as Part of the 13th International
               Federated Conference on Distributed Computing Techniques, DisCoTec
               2018, Madrid, Spain, June 18-21, 2018. Proceedings},
  editor    = {Di Marzo Serugendo, Giovanna  and
                Loreti, Michele},
  series    = {Lecture Notes in Computer Science},
  volume    = {10852},
  publisher = {Springer},
  pages     = {252--279},
  year      = {2018},
  url       = {https://doi.org/10.1007/978-3-319-92408-3_12},
  doi       = {10.1007/978-3-319-92408-3_12},
} 

 @inproceedings{ABDV-COORDINATION2018,
  author    = {Audrito, Giorgio  and
               Beal, Jacob  and
                Damiani, Ferruccio and
               Viroli, Mirko },
  title     = {Space-Time Universality of Field Calculus},
  booktitle = {Coordination Models and Languages - 20th {IFIP} {WG} 6.1 International
               Conference, {COORDINATION} 2018, Held as Part of the 13th International
               Federated Conference on Distributed Computing Techniques, DisCoTec
               2018, Madrid, Spain, June 18-21, 2018. Proceedings},
  pages     = {1--20},
  year      = {2018},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {10852},
  url       = {https://doi.org/10.1007/978-3-319-92408-3_1},
  doi       = {10.1007/978-3-319-92408-3_1},
  editor    = {Di Marzo Serugendo, Giovanna  and
               Loreti, Michele }
} 

 @article{10.1145/3236009,
	address = {New York, NY, USA},
	articleno = 93,
	author = {Guidotti, Riccardo and Monreale, Anna and Ruggieri, Salvatore and Turini, Franco and Giannotti, Fosca and Pedreschi, Dino},
	doi = {10.1145/3236009},
	issn = {0360-0300},
	issue_date = {September 2019},
	journal = {ACM Comput. Surv.},
	keywords = {interpretability, explanations, Open the black box, transparent models},
	month = aug,
	number = 5,
	numpages = 42,
	publisher = {Association for Computing Machinery},
	title = {A Survey of Methods for Explaining Black Box Models},
	url = {https://doi.org/10.1145/3236009},
	volume = 51,
	year = 2018} 

 @article{modelinterpretability-cacm61,
    acm = {10.1145/3233231},
    author = {Lipton, Zachary C.},
    doi = {10.1145/3233231},
    journal = {Communications of the ACM},
    month = oct,
    number = 10,
    pages = {36--43},
    publisher = {Association for Computing Machinery},
    title = {The mythos of model interpretability},
    url = {https://dl.acm.org/doi/10.1145/3233231},
    volume = 61,
    year = 2018
} 

 @article{CAV-SCP2018,
	Author = {Casadei, Roberto and Aldini, Alessandro and Viroli, Mirko},
	Doi = {10.1016/j.scico.2018.07.006},
	Issn = {0167-6423},
	Journal = {Science of Computer Programming},
	Keywords = {Aggregate programming, Gradient, Information speed, Reliability, Spatial computing},
	Pages = {114--137},
	Title = {Towards attack-resistant Aggregate Computing using trust mechanisms},
	Url = {http://www.sciencedirect.com/science/article/pii/S0167642318303046},
	Volume = 167,
	Year = 2018}
 

 @inproceedings{casadei2018ecas,
	booktitle = {2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS* W)},
	year = 2018,
	status = {Published},
	author = {Casadei, Roberto and Viroli, Mirko},
	title = {Collective Abstractions and Platforms for Large-Scale Self-Adaptive IoT},
	pages = {106--111},
	doi = {10.1109/FAS-W.2018.00033}} 

 @inproceedings{,
	year = 2018,
	status = {Published},
	venue_list = {--},
	url = {http://www.ai.soc.i.kyoto-u.ac.jp/mmas2018/papers/MMAS2018_S1_01.pdf},
	journal = {International Workshop on Massively Multi-Agent Systems},
	author = {Lippi, Marco and Mamei, Marco and Mariani, Stefano and Zambonelli, Franco},
	title = {Distributed Speaking Objects: a Case for Massive Multiagent Systems},
	abstract = {Smart sensors and actuators, embedding learning and reasoning fea- tures and associated to everyday objects and locations, will soon densely popu- late our everyday environments. Being capable of understanding, reasoning, and reporting about what is happening (for sensors) and about what they can make possibly happen (for actuators), these “speaking objects” will thus be assimilable to autonomous situated agents. Accordingly, populations of speaking objects will define dense and massive multiagent systems, devoted to monitor and control our environments, let them be homes, industries or, in the large-scale, whole cities. In this context, the necessary coordination among speaking objects will be likely to become associated with the capability of argumenting about situations and about the current state of the affairs, triggering and directing proper distributed conver- sations, and eventually collectively reach future desirable state of the affairs. In this article, we detail the speaking object vision, overview the key enabling tech- nologies, and analyze the key challenges for engineering large-scale collectives of speaking objects and their conversations.}} 

 @article{Armano_2018,
	doi = {10.3847/1538-4357/aaa774},
	url = {https://doi.org/10.3847/1538-4357/aaa774},
	year = 2018,
	month = {feb},
	publisher = {American Astronomical Society},
	volume = {854},
	number = {2},
	pages = {113},
	author = {Armano, M. and Audley, H. and Baird, J. and Bassan, M. and Benella, S. and Binetruy, P. and Born, M. and Bortoluzzi, D. and Cavalleri, A. and Cesarini, A. and Cruise, A. M. and Danzmann, K. and de Deus Silva, K. and Diepholz, I. and Dixon, G. and Dolesi, R. and Fabi, M. and Ferraioli, L. and Ferroni, V. and Finetti, N. and Fitzsimons, E. D. and Freschi, M. and Gesa, L. and Gibert, F. and Giardini, D. and Giusteri, R. and Grimani, C. and Grzymisch, J. and Harrison, I. and Heinzel, G. and Hewitson, M. and Hollington, D. and Hoyland, D. and Hueller, M. and Inchausp{\'{e}}, H. and Jennrich, O. and Jetzer, P. and Karnesis, N. and Kaune, B. and Korsakova, N. and Killow, C. J. and Laurenza, M. and Lobo, J. A. and Lloro, I. and Liu, L. and L{\'{o}}pez-Zaragoza, J. P. and Maarschalkerweerd, R. and Mance, D. and Mart{\'{\i}}n, V. and Martin-Polo, L. and Martino, J. and Martin-Porqueras, F. and Mateos, I. and McNamara, P. W. and Mendes, J. and Mendes, L. and Nofrarias, M. and Paczkowski, S. and Perreur-Lloyd, M. and Petiteau, A. and Pivato, P. and Plagnol, E. and Ramos-Castro, J. and Reiche, J. and Robertson, D. I. and Rivas, F. and Russano, G. and Sabbatini, Federico and Slutsky, J. and Sopuerta, C. F. and Sumner, T. and Tellon, D. and Texier, D. and Thorpe, J. I. and Vetrugno, D. and Vitale, S. and Wanner, G. and Ward, H. and Wass, P. and Weber, W. J. and Wissel, L. and Wittchen, A. and Zambotti, A. and Zanoni, C. and Zweifel, P.},
	title = {Characteristics and Energy Dependence of Recurrent Galactic Cosmic-Ray Flux Depressions and of a Forbush Decrease with {LISA} Pathfinder},
	journal = {The Astrophysical Journal},
	abstract = {Galactic cosmic-ray (GCR) energy spectra observed in the inner heliosphere are modulated by the solar activity, the solar polarity and structures of solar and interplanetary origin. A high counting rate particle detector (PD) aboard LISA Pathfinder, meant for subsystems diagnostics, was devoted to the measurement of GCR and solar energetic particle integral fluxes above 70 MeV n−1 up to 6500 counts s−1. PD data were gathered with a sampling time of 15 s. Characteristics and energy dependence of GCR flux recurrent depressions and of a Forbush decrease dated 2016 August 2 are reported here. The capability of interplanetary missions, carrying PDs for instrument performance purposes, in monitoring the passage of interplanetary coronal mass ejections is also discussed.}
} 

 @incollection{ActorsAggregate2018,
	booktitle = {Programming with Actors: State-of-the-Art and Research Perspectives},
	year = 2018,
	url = {https://doi.org/10.1007/978-3-030-00302-9_4},
	editor = {Ricci, Alessandro and Haller, Philipp},
	series = {Lecture Notes in Computer Science},
	publisher = {Springer International Publishing},
	author = {Casadei, Roberto and Viroli, Mirko},
	title = {Programming Actor-Based Collective Adaptive Systems},
	pages = {94--122},
	volume = 10789,
	doi = {10.1007/978-3-030-00302-9_4}} 

 @INPROCEEDINGS{ADVB-RTSS2018, 
author={Audrito, Giorgio and Damiani, Ferruccio and Viroli, Mirko and Bini, Enrico}, 
booktitle={2018 IEEE Real-Time Systems Symposium (RTSS)}, 
title={Distributed Real-Time Shortest-Paths Computations with the Field Calculus}, 
year={2018}, 
volume={}, 
number={}, 
pages={23-34}, 
keywords={Calculus;Aggregates;Programming;Computational modeling;Real-time systems;Sensors;Wireless sensor networks;aggregate computing;field calculus;shortest path;IoT;distributed systems}, 
doi={10.1109/RTSS.2018.00013}, 
ISSN={2576-3172}, 
month={Dec}} 

 @article{,
	year = 2018,
	keywords = {coordination, socio-technical systems, MoK, Speaking Objects, ArgoRec, self-organisation, BIC, argumentation},
	status = {Published},
	venue_list = {--},
	editor = {Mazzara M., Ober I., Salaün G.},
	series = {Lecture Notes in Computer Science},
	subseries = {Software Technologies: Applications and Foundations (STAF 2018)},
	eisbn = {978-3-030-04771-9},
	venue_s = {Software Technologies: Applications and Foundations (STAF 2018). Tolosa, Francia},
	publisher = {Springer},
	author = {Mariani, Stefano},
	title = {Coordination of Complex Socio-technical Systems: Challenges and Opportunities},
	isbn = {978-3-030-04770-2},
	note = {Invited paper},
	abstract = {The issue of coordination in Socio-Technical Systems (STS) mostly stems from "humans-in-the-loop", thus besides software-software we have software- human interactions to handle, too. Also, a number of peculiarities and related engineering challenges makes a socio-technical gap easy to rise, in the form of
a gap between what the computational platform provides, and what the users are expecting to have. In this paper, we try to shed some light on the issue of engineering coordination mechanisms and policies in STS. Accordingly, we highlight the main challenges, the opportunities we have to deal with them, and a few selected approaches for specific STS application domains.},
	volume = 11176,
	doi = {10.1007/978-3-030-04771-9_22},
	venue_e = {Events.ALP4IoT2017}}