Per Year

@incollection{xmas-aiiot2019,
   author = {Ciatto, Giovanni and Calegari, Roberta and Omicini, Andrea and Calvaresi, Davide},
   booktitle = {AI\&IoT 2019 -- Artificial Intelligence and Internet of Things 2019},
   dblp = {conf/aiia/CiattoCOC19},
   editor = {Savaglio, Claudio and Fortino, Giancarlo and Ciatto, Giovanni and Omicini, Andrea},
   iris = {11585/707345},
   issn = {1613-0073},
   keywords = {MAS; XMAS; XAI; explainability; road map},
   month = nov,
   pages = {40--53},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scholar = {16440456382689731727},
   scopus = {2-s2.0-85075953890},
   series = {CEUR Workshop Proceedings},
   title = {Towards {XMAS}: e{X}plainability through {M}ulti-{A}gent {S}ystems},
   url = {http://ceur-ws.org/Vol-2502/paper3.pdf},
   urlpdf = {http://ceur-ws.org/Vol-2502/paper3.pdf},
   volume = 2502,
   year = 2019
}

@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
}

@proceedings{aiiot2019-ceur2502,
   booktitle = {AI\&IoT 2019 -- Artificial Intelligence and Internet of Things 2019},
   dblp = {conf/aiia/2019aiiot},
   editor = {Savaglio, Claudio and Fortino, Giancarlo and Ciatto, Giovanni and Omicini, Andrea},
   iris = {11585/707347},
   issn = {1613-0073},
   keywords = {artificial intelligence; Internet of Things},
   location = {Rende, Italy},
   month = nov,
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   series = {CEUR Workshop Proceedings},
   title = {AI\&IoT 2019 -- Artificial Intelligence and Internet of Things 2019},
   url = {http://ceur-ws.org/Vol-2502/},
   volume = 2502,
   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}

@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},
} 

@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
}

@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}
}

@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
}

@incollection{xailp-woa2019,
   author = {Calegari, Roberta and Ciatto, Giovanni and Dellaluce, Jason and Omicini, Andrea},
   booktitle = {WOA 2019 -- 20th Workshop ``From Objects to Agents''},
   dblp = {conf/woa/CalegariCDO19},
   editor = {Bergenti, Federico and Monica, Stefania},
   iris = {11585/692870},
   keywords = {XAI, logic programming, machine learning, symbolic vs. subsymbolic},
   location = {Parma, Italy},
   month = {26--28~} # jun,
   numpages = 8,
   pages = {105--112},
   publisher = {Sun SITE Central Europe, RWTH Aachen University},
   scopus = {2-s2.0-85069688451},
   series = {CEUR Workshop Proceedings},
   subseries = {AI*IA Series},
   title = {Interpretable Narrative Explanation for {ML} Predictors with {LP}: A Case Study for {XAI}},
   url = {http://ceur-ws.org/Vol-2404/paper16.pdf},
   volume = 2404,
   year = 2019
}

@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
}

@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}
}