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}}},
    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}
}