Per Year

 @article{stscoordination-scp184,
	year = 2019,
	keywords = {survey; coordination; socio-technical systems; social protocols; commitments; behavioural implicit communication; MoK},
	volume = 184,
	editor = {Jacquet, Jean-Marie and Soldani, Jacopo},
	series = {Special Issue FOCLASA 2018},
	publisher = {Elsevier},
	journal = {Science of Computer Programming},
	author = {Mariani, Stefano},
	title = {Coordination in Socio-technical Systems: Where are we now? Where do we go next?}
} 

 @inproceedings{CV-FMEC2019, 
author={Casadei, Roberto AND Viroli, Mirko}, 
booktitle={2019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC)}, 
title={Coordinating Computation at the Edge: a Decentralized, Self-Organizing, Spatial Approach}, 
year={2019}, 
volume={}, 
number={}, 
pages={60-67}, 
keywords={edge computing;self-organization;decentralized computing;spatial computing;distributed coordination}, 
doi={10.1109/FMEC.2019.8795355}, 
ISSN={}, 
month={June}}
 

 @article{maseditorial-applsci9,
    articleno = 954,
    author = {Mariani, Stefano and Omicini, Andrea},
    doi = {10.3390/app9050954},
    iris = {11585/695221},
    issn = {2076-3417},
    journal = {Applied Sciences},
    month = mar,
    number = 5,
    publisher = {MDPI},
    scholar = {17565535718048108990},
    scopus = {2-s2.0-85063731638},
    title = {Special Issue ``Multi-Agent Systems'': Editorial},
    url = {https://www.mdpi.com/2076-3417/9/5/954},
    volume = 9,
    wos = {000462504400141},
    year = 2019
} 

 @inproceedings{FRVZ-ROCCO2019,
  author    = {Fortino, Giancarlo and Re, Barbara and Viroli, Mirko and Zambonelli, Franco},
  title     = {Fluidware: An Approach Towards Adaptive and Scalable Programming of the IoT},
  booktitle = {Models, Languages, and Tools for Concurrent and Distributed Programming
               - Essays Dedicated to Rocco De Nicola on the Occasion of His 65th
               Birthday},
  pages     = {411--427},
  year      = {2019},
  url       = {https://doi.org/10.1007/978-3-030-21485-2\_22},
  doi       = {10.1007/978-3-030-21485-2\_22},
  editor    = {Boreale, Michele and Corradini, Flavio and Loreti, Michele and Pugliese, Rosario},
  volume    = {11665},
  publisher = {Springer},
  isbn      = {978-3-030-21484-5}
}
 

 @incollection{preface-aiiot2019,
    author = {Savaglio, Claudio and Ciatto, Giovanni and Omicini, Andrea and Fortino, Giancarlo},
    booktitle = {AI\&IoT 2019 -- Artificial Intelligence and Internet of Things 2019},
    editor = {Savaglio, Claudio and Fortino, Giancarlo and Ciatto, Giovanni and Omicini, Andrea},
    iris = {11585/707353},
    issn = {1613-0073},
    keywords = {Artificial Intelligence; Internet of Things},
    month = nov,
    pages = {i},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scopus = {2-s2.0-85075928953},
    series = {CEUR Workshop Proceedings},
    title = {Preface -- AI\&IoT 2019},
    urlpdf = {http://ceur-ws.org/Vol-2502/preface.pdf},
    volume = 2502,
    year = 2019
} 

 @inproceedings{CVAPD-COORD2019,
	Author = {Casadei, Roberto and Viroli, Mirko and Audrito, Giorgio and Pianini, Danilo and Damiani, Ferruccio},
	Booktitle = {Coordination Models and Languages},
	Doi = {10.1007/978-3-030-22397-7_12},
	Editor = {Riis Nielson, Hanne and Tuosto, Emilio},
	Note = {21st {IFIP} {WG} 6.1 International Conference, {COORDINATION} 2019, Held as Part of the 14th International Federated Conference on Distributed Computing Techniques, DisCoTec 2019, Kongens Lyngby, Denmark, June 17-21, 2019, Proceedings},
	Pages = {200--217},
	Publisher = {Springer},
	Series = {Lecture Notes in Computer Science},
	Title = {Aggregate Processes in Field Calculus},
	Url = {http://link.springer.com/10.1007978-3-030-22397-7_12},
	Volume = 11533,
	Year = 2019} 

 @inproceedings{ABDPV-COORD2019,
  author    = {Audrito, Giorgio  and Beal, Jacob and Damiani, Ferruccio  and Pianini, Danilo and Viroli, Mirko},
  title     = {The share Operator for Field-Based Coordination},
  booktitle = {Coordination Models and Languages, Proceedings},
  pages     = {54--71},
  year      = {2019},
  url       = {https://doi.org/10.1007/978-3-030-22397-7\_4},
  doi       = {10.1007/978-3-030-22397-7\_4},
  editor    = {Riis Nielson, Hanne and Tuosto, Emilio},
  volume    = {11533},
  series    = {Lecture Notes in Computer Science},
  volume    = {11533},
  publisher = {Springer}
}
 

 @inproceedings{AVDPB-FORTE2019,
  author    = {Audrito, Giorgio and Viroli, Mirko and Damiani, Ferruccio and Pianini, Danilo and Beal, Jacob},
  title     = {On a Higher-Order Calculus of Computational Fields},
  booktitle = {Formal Techniques for Distributed Objects, Components, and Systems
               - 39th {IFIP} {WG} 6.1 International Conference, {FORTE} 2019, Held
               as Part of the 14th International Federated Conference on Distributed
               Computing Techniques, DisCoTec 2019, Kongens Lyngby, Denmark, June
               17-21, 2019, Proceedings},
  pages     = {289--292},
  year      = {2019},
  publisher = {Springer},
  url       = {https://doi.org/10.1007/978-3-030-21759-4\_17},
  doi       = {10.1007/978-3-030-21759-4\_17},
  editor    = {P{\'{e}}rez, Jorge A. and
               Yoshida, Nobuko},
  series    = {Lecture Notes in Computer Science},
  volume    = {11535},
  isbn      = {978-3-030-21758-7},
} 

 @book{appscimas-book2019,
    booktitle = {Multi-Agent Systems},
    doi = {10.3390/books978-3-03897-925-8},
    editor = {Botti, Vicent and Omicini, Andrea and Mariani, Stefano and Julian, Vicente},
    eisbn = {978-3-03897-925-8},
    iris = {11585/786765},
    isbn = {978-3-03897-924-1},
    month = may,
    pages = {392},
    publisher = {MDPI},
    title = {Multi-Agent Systems},
    url = {https://www.mdpi.com/books/pdfview/book/1303},
    urlpdf = {https://www.mdpi.com/books/pdfdownload/book/1303},
    year = 2019
} 

 @misc{langmodasunsupmtlearners-openai2019,
	author = {Radford, Alec and Wu, Jeffrey and Child, Rewon and Luan, David and Amodei, Dario and Sutskever, Ilya},
	organization = {Open AI},
	title = {Language Models are Unsupervised Multitask Learners},
	url = {https://cdn.openai.com/better-language-models/language_models_are_unsupervised_multitask_learners.pdf},
	year = 2019} 

 @article{xaisocialsciences-ai267,
	author = {Miller, Tim},
	doi = {10.1016/j.artint.2018.07.007},
	issn = {0004-3702},
	journal = {Artificial Intelligence},
	keywords = {Explanation, Explainability, Interpretability, Explainable AI, Transparency},
	pages = {1--38},
	title = {Explanation in artificial intelligence: Insights from the social sciences},
	url = {https://www.sciencedirect.com/science/article/pii/S0004370218305988},
	volume = 267,
	year = 2019} 

 @article{,
	year = 2019,
	keywords = {connecare, patient empowerment, predictive modelling, recommendation, decision support system},
	status = {Published},
	venue_list = {--},
	number = 4,
	journal = {International Journal of Integrated Care},
	author = {Mariani, Stefano and Vargiu, Eloisa and Mamei, Marco and Zambonelli, Franco and Miralles, Felip},
	title = {Deliver intelligence to integrate care: the Connecare way},
	pages = 176,
	volume = 19,
	doi = {10.5334/ijic.s3176}} 

 @inproceedings{ABDV-AAMAS2019,
 author = {Audrito, Giorgio and Bergamini, Sergio and Damiani, Ferruccio and Viroli, Mirko},
 title = {Effective Collective Summarisation of Distributed Data in Mobile Multi-Agent Systems},
 booktitle = {Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems},
 series = {AAMAS '19},
 year = {2019},
 isbn = {978-1-4503-6309-9},
 location = {Montreal QC, Canada},
 pages = {1618--1626},
 numpages = {9},
 url = {http://dl.acm.org/citation.cfm?id=3306127.3331882},
 acm = {3331882},
 publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
 address = {Richland, SC},
 keywords = {adaptive algorithm, aggregate programming, computational field, data aggregation, gradient},
}  

 @article{,
	year = 2019,
	keywords = {mobility patterns; CDR data; OD matrices},
	status = {Published},
	venue_list = {--},
	number = 20,
	url = {https://www.mdpi.com/1424-8220/19/20/4470},
	month = {October},
	urlpdf = {https://www.mdpi.com/1424-8220/19/20/4470/pdf},
	issn = {1424-8220},
	journal = {Sensors},
	author = {Mamei, Marco and Bicocchi, Nicola and Lippi, Marco and Mariani, Stefano and Zambonelli, Franco},
	title = {Evaluating Origin–Destination Matrices Obtained from CDR Data},
	abstract = {Understanding and correctly modeling urban mobility is a crucial issue for the development of smart cities. The estimation of individual trips from mobile phone positioning data (i.e., call detail records (CDR)) can naturally support urban and transport studies as well as marketing applications. Individual trips are often aggregated in an origin–destination (OD) matrix counting the number of trips from a given origin to a given destination. In the literature dealing with CDR data there are two main approaches to extract OD matrices from such data: (a) in time-based matrices, the analysis focuses on estimating mobility directly from a sequence of CDRs; (b) in routine-based matrices (OD by purpose) the analysis focuses on routine kind of movements, like home-work commute, derived from a trip generation model. In both cases, the OD matrix measured by CDR counts is scaled to match the actual number of people moving in the area, and projected to the road network to estimate actual flows on the streets. In this paper, we describe prototypical approaches to estimate OD matrices, describe an actual implementation, and present a number of experiments to evaluate the results from multiple perspectives.},
	articleNo = 4470,
	volume = 19,
	doi = {10.3390/s19204470}} 

 @inproceedings{ZVFR-PERFOT2019,
  author    = {Zambonelli, Franco  and Viroli, Mirko and Fortino, Giancarlo and Re, Barbara},
  title     = {Towards Adaptive Flow Programming for the IoT: The Fluidware Approach},
  booktitle = {{IEEE} International Conference on Pervasive Computing and Communications
               Workshops, PerCom Workshops 2019, Kyoto, Japan, March 11-15, 2019},
  pages     = {549--554},
  year      = {2019},
  url       = {https://doi.org/10.1109/PERCOMW.2019.8730736},
  doi       = {10.1109/PERCOMW.2019.8730736},
  isbn      = {978-1-5386-9151-9}
} 

 @inproceedings{speakingobjects-idcs2019,
	year = 2019,
	keywords = {Speaking Objects, Internet of Things, Argumentation-based Coordination},
	status = {Accepted},
	venue_list = {--},
	month = {October},
	author = {Mariani, Stefano and Bicego, Andrea and Lippi, Marco and Mamei, Marco and Zambonelli, Franco},
	title = {Argumentation-based Coordination in IoT: a Speaking Objects Proof-of-Concept},
	abstract = {Coordination of Cyberphysical Systems is an increasingly relevant concern for distributed systems engineering, mostly due to the rise of the Internet of Things vision in many application domains, ranging from smart homes to industry 4.0. Against this background, Speaking Objects has been proposed as a vision of future smart objects coordinating their collective perception and action through argumentation, that is, by debating exchanging assertions about the past, present, and future state of affairs. Along this line, in this paper we describe a Proof-of- Concept implementation of the Speaking Objects vision in a smart home deployment.},
	venue_e = {Events.Idcs2019}} 

 @inproceedings{Braccini-WIVACE2019,
    address = {Cham},
    author = {Braccini, Michele and Montagna, Sara and Roli, Andrea},
    booktitle = {Artificial Life and Evolutionary Computation},
    editor = {Cagnoni, Stefano},
    iris = {11585/691048},
    isbn = {978-3-030-21733-4},
    pages = {30--41},
    publisher = {Springer International Publishing},
    scopus = {2-s2.0-85067202680},
    title = {Self-loops Favour Diversification and Asymmetric Transitions Between Attractors in Boolean Network Models},
    url = {https://link.springer.com/10.1007/978-3-030-21733-4_3},
    year = 2019
} 

 @article{clientsideoptimisation-toms45,
	acm = {3309549},
	Address = {New York, NY, USA},
	Articleno = {19},
	Author = {Maniezzo, Vittorio and Boschetti, Marco A. and Carbonaro, Antonella and Marzolla, Moreno and Strappaveccia, Francesco},
	Doi = {10.1145/3309549},
	Issn = {0098-3500},
	Issue_Date = {June 2019},
	Journal = {ACM Transactions on Mathematical Software},
	Keywords = {Combinatorial optimization, client-side computing, matheuristics},
	Month = jun,
	Number = 2,
	Numpages = {16},
	Pages = {19:1--19:16},
	Publisher = {ACM},
	Title = {Client-side Computational Optimization},
	Url = {https://dl.acm.org/citation.cfm?doid=3309549},
	Volume = 45,
	Year = 2019}
 

 @article{fieldcalculusTocl20,
	author = {Audrito, Giorgio and Viroli, Mirko and Damiani, Ferruccio and Pianini, Danilo and Beal, Jacob},
	doi = {10.1145/3285956},
	journal = {{ACM} Transactions on Computational Logic},
	month = jan,
	number = 1,
	pages = {1--55},
	publisher = {ACM},
	title = {A Higher-Order Calculus of Computational Fields},
	url = {https://doi.org/10.1145/3285956},
	volume = 20,
	year = 2019} 

 @proceedings{extraamas2019,
    doi = {10.1007/978-3-030-30391-4},
    editor = {Calvaresi, Davide and Najjar, Amro and Schumacher, Michael and Fr{\"a}mling, Kary},
    eisbn = {978-3-030-30391-4},
    eissn = {1611-3349},
    isbn = {978-3-030-30390-7},
    issn = {0302-9743},
    pages = {X, 221},
    publisher = {Springer Cham},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    subtitle = {First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13--14, 2019, Revised Selected Papers
},
    title = {Explainable, Transparent Autonomous Agents and Multi-Agent Systems},
    volume = 11763,
    year = 2019
} 

 @inproceedings{DBLP:conf/saso/CasadeiPSV19,
  author    = {Roberto Casadei and
               Danilo Pianini and
               Guido Salvaneschi and
               Mirko Viroli},
  title     = {On Context-Orientation in Aggregate Programming},
  booktitle = {{IEEE} 4th International Workshops on Foundations and Applications
               of Self* Systems, FAS*W@SASO/ICCAC 2019, Umea, Sweden, June 16-20,
               2019},
  pages     = {92--97},
  year      = {2019},
  crossref  = {DBLP:conf/saso/2019fasw},
  url       = {https://doi.org/10.1109/FAS-W.2019.00035},
  doi       = {10.1109/FAS-W.2019.00035},
  timestamp = {Fri, 27 Dec 2019 21:28:14 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/saso/CasadeiPSV19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
} 

 @INPROCEEDINGS{8787403, 
author={S. {Mariani} and F. {Zambonelli} and A. {Tenyi} and I. {Cano} and J. {Roca}}, 
booktitle={2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS)}, 
title={Risk Prediction as a Service: a DSS Architecture Promoting Interoperability and Collaboration}, 
year={2019}, 
volume={}, 
number={}, 
pages={300-305}, 
keywords={Predictive models;Data models;Training;Interoperability;Medical services;Collaboration;Tools;risk prediction;PMML;PFA;machine learning;decision support system;CONNECARE}, 
doi={10.1109/CBMS.2019.00069}, 
ISSN={2372-9198}, 
month={June}} 

 @incollection{preface-digitaldemocracy2019,
    author = {Contucci, Pierluigi and Omicini, Andrea and Pianini, Danilo and Sîrbu, Alina},
    booktitle = {The Future of Digital Democracy: An Interdisciplinary Approach},
    editor = {Contucci, Pierluigi and Omicini, Andrea and Pianini, Danilo and Sîrbu, Alina},
    eissn = {1611-3349},
    iris = {11585/653735},
    isbn = {978-3-030-05333-8},
    issn = {0302-9743},
    month = jan,
    numpages = 4,
    pages = {V--VIII},
    publisher = {Springer},
    scopus = {2-s2.0-85059028630},
    series = {Lecture Notes in Computer Science},
    subseries = {State-of-the-Art Survey},
    title = {Preface},
    urlpdf = {http://link.springer.com/content/pdf/bfm:978-3-030-05333-8/1.pdf},
    volume = 11300,
    year = 2019
} 

 @inproceedings{CTVD-SCC2019,
author={Casadei, Roberto and Tsigkanos, Christos and Viroli, Mirko and Dustdar, Schahram},
booktitle={2019 IEEE International Conference on Services Computing (SCC)},
title={Engineering Resilient Collaborative Edge-Enabled IoT},
year={2019},
volume={},
number={},
pages={36-45},
keywords={self organization;situated problem solving;decentralized coordination;collective intelligence;edge computing},
doi={10.1109/SCC.2019.00019},
ISSN={2474-2473},
month={July}}  

 @inproceedings{ADDSVW-BDSVA2019,
 author = {Ali, Shaukat and Damiani, Ferruccio and Dustdar, Schahram and Sanseverino, Marialuisa and Viroli, Mirko and Weyns, Danny},
 title = {Big Data from the Cloud to the Edge: The Aggregate Computing Solution},
 booktitle = {Proceedings of the 13th European Conference on Software Architecture - Volume 2},
 series = {ECSA '19},
 year = {2019},
 isbn = {978-1-4503-7142-1},
 location = {Paris, France},
 pages = {177--180},
 numpages = {4},
 url = {http://doi.acm.org/10.1145/3344948.3344988},
 doi = {10.1145/3344948.3344988},
 acm = {3344988},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {adaptation, dependability, formal methods},
} 
 

 @article{simas-applsci9,
    author = {Botti, Vicent and Omicini, Andrea and Mariani, Stefano and Julian, Vicente},
    editor = {Botti, Vicent and Omicini, Andrea and Mariani, Stefano and Julian, Vicente},
    journal = {Applied Sciences},
    number = 5,
    publisher = {MDPI},
    title = {Special Issue ``{M}ulti-{A}gent {S}ystems''},
    url = {https://www.mdpi.com/journal/applsci/special_issues/Multi-Agent_Systems},
    volume = 9,
    year = 2019
} 

 @article{VBDACP-JLAMP2019,
title = {From distributed coordination to field calculus and aggregate computing},
journal = {Journal of Logical and Algebraic Methods in Programming},
volume = {109},
year = {2019},
issn = {2352-2208},
doi = {10.1016/j.jlamp.2019.100486},
url = "http://www.sciencedirect.com/science/article/pii/S235222081930032X",
author = {Viroli, Mirko and Beal, Jacob  and Damiani, Ferruccio  and Audrito, Giorgio  and Casadei, Roberto and Pianini, Danilo},
keywords = "Distributed systems, Aggregate computing, Field calculus, Spatial computing",
publisher = {Elsevier},
} 

 @article{CFPRSV-INFSCI2019,
title = {A development approach for collective opportunistic {Edge-of-Things} services},
journal = {Information Sciences},
publisher = {Elsevier},
volume = {498},
pages = {154--169},
year = {2019},
issn = {0020-0255},
doi = {10.1016/j.ins.2019.05.058},
url = {http://www.sciencedirect.com/science/article/pii/S002002551930461X},
author = {Casadei, Roberto  and Fortino, Giancarlo  and Pianini, Danilo  and Russo, Wilma  and Savaglio, Claudio  and Viroli, Mirko},
keywords = {Internet of Things, Edge computing, Smart city, Opportunistic services, Aggregate computing},
abstract = {Technological advances have recently fostered the Internet of Things vision, in which systems of situated entities perceive and act upon the world, and interact with one another to provide novel kinds of services, which are inherently cyber-physical, increasingly contextual and opportunistic in nature, and possibly span different scales and domains. The requirements of such IoT applications, however, pose significant non/functional challenges to engineering efforts, mitigated by emerging computing paradigms. On the infrastructure side, Cloud, Fog, and Edge Computing provide virtualised, on-demand, elastic resource provisioning – at the distant data centres, Network core and Edge – supporting the abstraction and scalability needs of IoT settings while also altogether giving options for QoS-driven trade-offs. However, despite intense research in these fields, there is still a gap of approaches supporting the engineering of dynamic, heterogeneous smart environments, such as those involving “collectives” of devices coordinating in a complex fashion to provide “global” services. In this paper, we integrate the Aggregate Computing and Opportunistic IoT Service models and propose a full-fledged approach for the engineering – from analysis to simulation – of complex “Edge of Things” applications. We compare by simulation two deployment targets for the same collective application: one centralised/Cloud-based, and the other decentralised/Edge-based. We discuss the trade-offs each one introduces, and we draw recommendations on application-driven choices of the appropriate deployment.}
} 

 @inproceedings{Braccini-ALIFE2019,
    author = {Braccini, Michele and Roli, Andrea and Villani, Marco and Montagna, Sara and Serra, Roberto},
    booktitle = {The 2019 Conference on Artificial Life},
    doi = {10.1162/isal_a_00163},
    iris = {11585/693154},
    number = 31,
    pages = {211-217},
    title = {A simplified model of chromatin dynamics drives differentiation process in Boolean models of {GRN}},
    url = {https://www.mitpressjournals.org/doi/abs/10.1162/isal_a_00163},
    year = 2019
} 

 @article{opportunisticaggregate-fgcs91,
	author = {Casadei, Roberto and Fortino, Giancarlo and Pianini, Danilo and Russo, Wilma and Savaglio, Claudio and Viroli, Mirko},
	doi = {10.1016/j.future.2018.09.005},
	issn = {0167-739X},
	journal = {Future Generation Computer Systems},
	pages = {252--262},
	publisher = {Elsevier B.V.},
	title = {Modelling and Simulation of Opportunistic {IoT} Services with Aggregate Computing},
	url = {https://www.sciencedirect.com/science/article/pii/S0167739X18307246},
	volume = 91,
	year = 2019} 

 @inproceedings{CPVN-COORD2019,
  author    = {Casadei, Roberto and Pianini, Danilo and Viroli, Mirko  and Natali, Antonio },
  title     = {Self-organising Coordination Regions: {A} Pattern for Edge Computing},
  booktitle = {Coordination Models and Languages, Proceedings},
  pages     = {182--199},
  year      = {2019},
  url       = {https://doi.org/10.1007/978-3-030-22397-7\_11},
  doi       = {10.1007/978-3-030-22397-7\_11},
  editor    = {Riis Nielson, Hanne and Tuosto, Emilio},
  series    = {Lecture Notes in Computer Science},
  volume    = {11533},
  publisher = {Springer}
}
 

 @proceedings{,
	year = 2019,
	keywords = {Fluidware; IoT programming; coordination},
	status = {Published},
	venue_list = {--},
	series = {CEUR Workshop Proceedings},
	author = {Mariani, Stefano and Casadei, Roberto and Fornari, Fabrizio and Fortino, Giancarlo and Pianini, Danilo and Re, Barbara and Russo, Wilma and Savaglio, Claudio and Viroli, Mirko and Zambonelli, Franco},
	title = {Case studies for a new IoT programming paradigm: Fluidware},
	abstract = {A number of scientific and technological advancements enabled turning the Internet of Things vision into reality. However, there is still a bottleneck in designing and developing IoT applications and services: each device has to be programmed individually, and services are deployed to specific devices. The Fluidware approach advocates that to
truly scale and raise the level of abstraction a novel perspective is needed, focussing on device ensembles and dynamic allocation of resources. In this paper, we motivate the need for such a paradigm shift through three
case studies emphasising a mismatch between state of art solutions and desired properties to achieve},
	volume = 2502} 

 @inproceedings{DBLP:conf/saso/PianiniCV19,
  author    = {Danilo Pianini and
               Roberto Casadei and
               Mirko Viroli},
  title     = {Security in Collective Adaptive Systems: {A} Roadmap},
  booktitle = {{IEEE} 4th International Workshops on Foundations and Applications
               of Self* Systems, FAS*W@SASO/ICCAC 2019, Umea, Sweden, June 16-20,
               2019},
  pages     = {86--91},
  year      = {2019},
  crossref  = {DBLP:conf/saso/2019fasw},
  url       = {https://doi.org/10.1109/FAS-W.2019.00034},
  doi       = {10.1109/FAS-W.2019.00034},
  timestamp = {Fri, 27 Dec 2019 21:28:14 +0100},
  biburl    = {https://dblp.org/rec/bib/conf/saso/PianiniCV19},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}