Per Year

 @inproceedings{coordination-woa2015,
    address = {Napoli, Italy},
    author = {Omicini, Andrea and Zambonelli, Franco},
    booktitle = {WOA 2015 -- From Objects to Agents},
    dblp = {conf/woa/OmiciniZ15},
    editor = {Di Napoli, Claudia and Rossi, Silvia and Staffa, Mariacarla},
    iris = {11585/497767},
    issn = {1613-0073},
    keywords = {socio-technical systems; large-scale systems; coordination models},
    month = {17--19}}},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {11982998738592646712},
    scopus = {2-s2.0-84961590472},
    semanticscholar = {3258570},
    series = {CEUR Workshop Proceedings},
    title = {Coordination of Large-Scale Socio-Technical Systems: Challenges and Research Directions},
    urlpdf = {http://ceur-ws.org/Vol-1382/paper11.pdf},
    volume = 1382,
    year = 2015
} 

 @inproceedings{attentionmechanism-iclr2015,
	address = {San Diego, CA, USA},
	author = {Bahdanau, Dzmitry and Cho, Kyunghyun and Bengio, Yoshua},
	booktitle = {3rd International Conference on Learning Representations (ICLR 2015)},
	dblp = {journals/corr/BahdanauCB14},
	editor = {Bengio, Yoshua and LeCun, Yann},
	month = {7--9}}},
	url = {http://arxiv.org/abs/1409.0473},
	year = 2015}
 

 @article{deeplearning-nature521,
    author = {LeCun, Yann and Bengio, Yoshua and Hinton, Geoffrey},
    doi = {10.1038/nature14539},
    issn = {1476-4687},
    journal = {Nature},
    month = may,
    number = 7553,
    pages = {436--444},
    title = {Deep learning},
    url = {https://www.nature.com/articles/nature14539},
    volume = 521,
    year = 2015
} 

 @article{promas-ker30,
	Author = {Dastani, Mehdi},
	Doi = {10.1017/S0269888915000077},
	Issn = {1469-8005},
	Journal = {The Knowledge Engineering Review},
	Month = sep,
	Number = {Special Issue 04},
	Pages = {394--418},
	Title = {Programming Multi-agent Systems},
	Url = {http://journals.cambridge.org/article_S0269888915000077},
	Volume = 30,
	Year = 2015} 

 @inproceedings{VR-EMAS2015,
    author = {Viroli, Mirko and Ricci, Alessandro},
    booktitle = {Engineering Multi-Agent Systems (EMAS 2015)},
    location = {Istanbul, Turkey},
    numpages = 13,
    title = {Towards agent aggregates: perspectives and challenges},
    year = 2015
} 

 @inproceedings{desmabs-mabs2015,
    acm = {10.1007/978-3-319-31447-1_1},
    author = {Montagna, Sara and Omicini, Andrea and Pianini, Danilo},
    booktitle = {13th International Workshop on Multi-Agent-Based Simulation (MABS 2015)},
    editor = {Gaudou, Benoit and Sichman, Jaime Simão},
    iris = {11585/480590},
    keywords = {multi-agent based simulation; discrete-event simulation; stochastic simulation; Gillespie algorithm; ALCHEMIST},
    location = {Istanbul, Turkey},
    month = may,
    pages = {25--36},
    title = {Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation},
    year = 2015
} 

 @article{,
	booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management},
	year = 2015,
	status = {Published},
	url = {http://dx.doi.org/10.1007/978-3-319-25840-9_4},
	editor = {Fred, Ana and Dietz, Jan L. G. and Aveiro, David and Liu, Kecheng and Filipe, Joaquim},
	series = {Communications in Computer and Information Science},
	publisher = {Springer International Publishing},
	author = {Domeniconi, Giacomo and Moro, Gianluca and Pasolini, Roberto and Sartori, Claudio},
	title = {Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification},
	isbn = {978-3-319-25839-3},
	abstract = {In cross-domain text classification, topic labels for documents of a target domain are predicted by leveraging knowledge of labeled documents of a source domain, having equal or similar topics with possibly different words. Existing methods either adapt documents of the source domain to the target or represent both domains in a common space. These methods are mostly based on advanced statistical techniques and often require tuning of parameters in order to obtain optimal performances. We propose a more straightforward approach based on nearest centroid classification: profiles of topic categories are extracted from the source domain and are then adapted by iterative refining steps using most similar documents in the target domain. Experiments on common benchmark datasets show that this approach, despite its simplicity, obtains accuracy measures better or comparable to other methods, obtained with fixed empirical values for its few parameters.},
	pages = {50-67},
	volume = 553,
	doi = {10.1007/978-3-319-25840-9_4}} 

 @proceedings{e4masIV,
    doi = {10.1007/978-3-319-23850-0},
    editor = {Danny Weyns and Fabien Michel},
    isbn = {978-3-319-23849-4},
    publisher = {Springer},
    series = {Lecture Notes in Computer Science},
    subseries = {Lecture Notes in Artificial Intelligence},
    subtitle = {4th International Workshop, {E4MAS} 2014 -- 10 Years Later, Paris, France, May 6, 2014, Revised Selected and Invited Papers},
    title = {Agent Environments for Multi-Agent Systems {IV}},
    url = {http://link.springer.com/10.1007/978-3-319-23850-0},
    volume = 9068,
    year = 2015
} 

 @inproceedings{attentionnmt-emnlp2015,
	address = {Lisbon, Portugal},
	apice = {AttentionnmtEmnlp2015},
	author = {Luong, Thang and Pham, Hieu and Manning, Christopher D.},
	booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP 2015)},
	month = sep,
	pages = {1412--1421},
	publisher = {Association for Computational Linguistics},
	title = {Effective Approaches to Attention-based Neural Machine Translation},
	url = {https://aclanthology.org/D15-1166/},
	urlpdf = {https://aclanthology.org/D15-1166.pdf},
	year = 2015, 

 @article{,
	status = {Published},
	venue_list = {--},
	author = {Lena, Pietro and Domeniconi, Giacomo and Margara, Luciano and Moro, Gianluca},
	title = {GOTA: GO term annotation of biomedical literature}} 

 @ARTICLE{7274429, 
author={Beal, Jacob and Pianini, Danilo and Viroli, Mirko}, 
journal={Computer}, 
title={Aggregate Programming for the Internet of Things}, 
year={2015}, 
volume={48}, 
number={9}, 
pages={22-30}, 
keywords={Aggregate programmin;Embedded systems;Internet of things;Pervasive computing;Programming;DSLs;Internet of Things;IoT;aggregate programming;distributed systems;domain-specific languages;embedded systems;field calculus;pervasive computing}, 
doi={10.1109/MC.2015.261}, 
ISSN={0018-9162}, 
month={Sept},} 

 @article{aggregatecomputing-saso2015,
    abstract = {{Self-organising systems are notoriously difficult to engineer},
    author = {Viroli, Mirko and Beal, Jacob and Damiani, Ferruccio and Pianini, Danilo},
    booktitle = {Proceedings of the IEEE Conference on Self-Adaptive and Self-Organising Systems 2015 (SASO 2015)},
    doi = {10.1109/SASO.2015.16},
    ieee = {7306598},
    keywords = {Aggregate computing, computational fields, self-stabilisation},
    pages = {81--90},
    title = {Efficient Engineering of Complex Self-Organising Systems by Self-Stabilising Fields},
    url = {https://ieeexplore.ieee.org/document/7306598},
    year = 2015
} 

 @inproceedings{visualattention-icml2015,
    author = {Xu, Kelvin and Ba, Jimmy Lei and Kiros, Ryan and Cho, Kyunghyun and Courville, Aaron and Salakhutdinov, Ruslan and Zemel, Richard S. and Bengio, Yoshua},
    booktitle = {Proceedings of the 32nd International Conference on International Conference on Machine Learning (ICML'15)},
    location = {Lille, France},
    numpages = 10,
    pages = {2048–2057},
    publisher = {JMLR.org},
    title = {Show, Attend and Tell: Neural Image Caption Generation with Visual Attention},
    url = {http://proceedings.mlr.press/v37/xuc15.html},
    urlopenaccess = {http://proceedings.mlr.press/v37/xuc15.pdf},
    urlpdf = {http://proceedings.mlr.press/v37/xuc15.pdf},
    volume = 37,
    year = 2015
} 

 @proceedings{ProtelisSAC14,
	address = {Salamanca, Spain},
	author = {Pianini, Danilo and Viroli, Mirko and Beal, Jacob},
	booktitle = {Proceedings of the 30th Annual {ACM} Symposium on Applied Computing, Salamanca, Spain, April 13-17, 2015},
	doi = {10.1145/2695664.2695913},
	editor = {Wainwright, Roger L. and Corchado, Juan Manuel and Bechini, Alessio and Hong, Jiman},
	isbn = {978-1-4503-3196-8},
	pages = {1846--1853},
	publisher = {ACM},
	title = {Protelis: Practical Aggregate Programming},
	url = {http://doi.acm.org/10.1145/2695664.2695913},
	year = 2015} 

 @article{DV-LMCS2015,
    author = {Damiani, Ferruccio and Viroli, Mirko},
    doi = {10.2168/LMCS-11(4:21)2015},
    issn = {1860-5974},
    journal = {Logical Methods in Computer Science},
    number = 4,
    numpages = 53,
    pages = {1--53},
    publisher = {EPI Sciences},
    title = {Type-based Self-stabilisation for Computational Fields},
    url = {http://lmcs.episciences.org/1622},
    volume = 11,
    year = 2015
} 

 @incollection{preface-prima2015,
    author = {Chen, Qingliang and Torroni, Paolo and Villata, Serena and Hsu, Jane and Omicini, Andrea},
    booktitle = {PRIMA 2015: Principles and Practice of Multi-Agent Systems},
    doi = {10.1007/978-3-319-25524-8},
    editor = {Chen, Qingliang and Torroni, Paolo and Villata, Serena and Hsu, Jane and Omicini, Andrea},
    eisbn = {978-3-319-25524-8},
    iris = {11585/527603},
    isbn = {978-3-319-25523-1},
    issn = {0302-9743},
    month = oct,
    numpages = 3,
    pages = {V--VII},
    publisher = {Springer International Publishing},
    scopus = {2-s2.0-84950317421},
    series = {Lecture Notes in Computer Science},
    title = {Preface},
    url = {http://link.springer.com/content/pdf/bfm:978-3-319-25524-8/1.pdf},
    volume = 9387,
    year = 2015
} 

 @article{spacetime-rsta373,
    address = {London, UK},
    author = {Beal, Jacob and Viroli, Mirko},
    doi = {10.1098/rsta.2014.0220},
    isbn = {1471-2962},
    issn = {1364-503X},
    journal = {Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
    keywords = {Spatial Computing; Aggregate Programming; Computational Fields},
    number = 2046,
    publisher = {The Royal Society},
    title = {Space--Time Programming},
    url = {http://rsta.royalsocietypublishing.org/content/373/2046/20140220},
    urlpdf = {http://rsta.royalsocietypublishing.org/content/373/2046/20140220.full-text.pdf},
    volume = 373,
    year = 2015
} 

 @article{msbionet-simulation91,
    author = {Montagna, Sara and Viroli, Mirko and Roli, Andrea},
    doi = {10.1177/0037549715585569},
    eissn = {1741-3133},
    issn = {0037-5497},
    journal = {SIMULATION: Transactions of the Society for Modeling and Simulation International},
    keywords = {Multicellular systems biology, developmental biology, spatial stochastic multiscale model, Drosophila melanogaster, parameter estimation, metaheuristics},
    month = jun,
    number = 7,
    pages = {666--685},
    publisher = {SAGE},
    title = {A framework supporting multi-compartment stochastic simulation and parameter optimisation for investigating biological system development},
    volume = 91,
    year = 2015
} 

 @incollection{computationalfields-forte2015,
	Author = {Damiani, Ferruccio and Viroli, Mirko and Pianini, Danilo and Beal, Jacob},
	Booktitle = {Formal Techniques for Distributed Objects, Components, and Systems},
	Doi = {10.1007/978-3-319-19195-9_8},
	Editor = {Graf, Susanne and Viswanathan, Mahesh},
	Isbn = {978-3-319-19194-2},
	Pages = {113--128},
	Publisher = {Springer International Publishing},
	Series = {Lecture Notes in Computer Science},
	Title = {Code Mobility Meets Self-organisation: A Higher-Order Calculus of Computational Fields},
	Url = {http://link.springer.com/10.1007/978-3-319-19195-9_8},
	Volume = 9039,
	Year = 2015} 

 @proceedings{prima2015,
    acm = {10.5555/2988097},
    booktitle = {PRIMA 2015: Principles and Practice of Multi-Agent Systems},
    dblp = {conf/prima/2015},
    doi = {10.1007/978-3-319-25524-8},
    editor = {Chen, Qingliang and Torroni, Paolo and Villata, Serena and Hsu, Jane and Omicini, Andrea},
    eisbn = {978-3-319-25524-8},
    iris = {11585/527586},
    isbn = {978-3-319-25523-1},
    issn = {0302-9743},
    month = oct,
    pages = {XXI, 708},
    publisher = {Springer International Publishing},
    scopus = {2-s2.0-84950336463},
    semanticscholar = {33852480},
    series = {Lecture Notes in Computer Science},
    title = {{PRIMA} 2015: {P}rinciples and {P}ractice of {M}ulti-{A}gent {S}ystems},
    url = {http://link.springer.com/10.1007/978-3-319-25524-8},
    volume = 9387,
    year = 2015
} 

 @article{,
	booktitle = {Knowledge Discovery, Knowledge Engineering and Knowledge Management},
	year = 2015,
	keywords = {Gene ontology; Biomolecular annotation prediction; Bioinformatics; Knowledge discovery; Supervised learning; Term weighting},
	status = {Published},
	url = {http://dx.doi.org/10.1007/978-3-319-25840-9_12},
	editor = {Fred, Ana and Dietz, Jan L. G. and Aveiro, David and Liu, Kecheng and Filipe, Joaquim},
	series = {Communications in Computer and Information Science},
	publisher = {Springer International Publishing},
	author = {Domeniconi, Giacomo and Masseroli, Marco and Moro, Gianluca and Pinoli, Pietro},
	title = {Random Perturbations of Term Weighted Gene Ontology Annotations for Discovering Gene Unknown Functionalities},
	isbn = {978-3-319-25839-3},
	abstract = {Computational analyses for biomedical knowledge discovery greatly benefit from the availability of the description of gene and protein functional features expressed through controlled terminologies and ontologies, i.e. of their controlled annotations. In the last years, several databases of such annotations have become available; yet, these annotations are incomplete and only some of them represent highly reliable human curated information. To predict and discover unknown or missing annotations existing approaches use unsupervised learning algorithms. We propose a new learning method that allows applying supervised algorithms to unsupervised problems, achieving much better annotation predictions. This method, which we also extend from our preceding work with data weighting techniques, is based on the generation of artificial labeled training sets through random perturbations of original data. We tested it on nine Gene Ontology annotation datasets; obtained results demonstrate that our approach achieves good effectiveness in novel annotation prediction, outperforming state of the art unsupervised methods.},
	pages = {181-197},
	volume = 553,
	doi = {10.1007/978-3-319-25840-9_12}} 

 @article{BV-SPATIAL2015,
 author = {Beal, Jacob and Viroli, Mirko},
 title = {Formal Foundations of Sensor Network Applications},
 journal = {SIGSPATIAL Special},
 issue_date = {July 2015},
 volume = {7},
 number = {2},
 month = sep,
 year = {2015},
 issn = {1946-7729},
 pages = {36--42},
 numpages = {7},
 url = {http://doi.acm.org/10.1145/2826686.2826693},
 doi = {10.1145/2826686.2826693},
 acm = {2826693},
 publisher = {ACM},
 address = {New York, NY, USA},
} 
 

 @conference{homeMan2-icaart2015,
	Address = {Lisbon, Portugal},
	Author = {Denti, Enrico and Calegari, Roberta},
	Booktitle = {7th International Conference on Agents and Artificial Intelligence 2015  (ICAART 2015)},
	Editor = {Loiseau, Stephane and Filipe, Joaquim and Duval, Beatrice and Van Den Herik, Jaap},
	Month =  {10--12}}}ome{M}anager: A Pervasive Multi-Agent System for Home Intelligence},
	Pages = {249-256},
	Publisher = {SCITEPRESS – Science and Technology Publications},
	Isbn = {978-989-758-073-4},
	Doi = {10.5220/0005284002490256},
	Year = 2015} 

 @article{,
	year = 2015,
	keywords = { Automated annotation; Text mining; Gene Ontology },
	status = {Published},
	venue_list = {--},
	scopus = {2-s2.0-84945575113},
	url = {http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4625458/},
	month = {october},
	journal = {BMC Bioinformatics},
	author = {Di Lena, Pietro and Domeniconi, Giacomo and Margara, Luciano and Moro, Gianluca},
	title = {GOTA: GO term annotation of biomedical literature},
	pages = 346,
	volume = 16,
	doi = {10.1186/s12859-015-0777-8}} 

 @inproceedings{labelled2p-dcaiia2015,
    address = {Ferrara, Italy},
    author = {Calegari, Roberta and Denti, Enrico and Omicini, Andrea},
    booktitle = {Proceedings of the Doctoral Consortium of the 14th Symposium of the Italian Association for Artificial Intelligence (AI*IA 2015 DC)},
    dblp = {conf/aiia/CalegariDO15},
    editor = {Bellodi, Elena and Bonfietti, Alessio},
    iris = {11585/521880},
    issn = {1613-0073},
    keywords = {Labelled Variables, CLP, pervasive systems, Labelled Systems},
    location = {Ferrara, Italy},
    month = {23--24}}},
    publisher = {Sun SITE Central Europe, RWTH Aachen University},
    scholar = {16046264553640973420},
    scopus = {2-s2.0-85009165803},
    semanticscholar = {9324685},
    series = {CEUR Workshop Proceedings},
    subseries = {AI*IA Series},
    title = {Labelled Variables in Logic Programming: A First Prototype in {{\sf tu}Prolog}},
    urlpdf = {http://ceur-ws.org/Vol-1485/proceedings.pdf#page=30},
    volume = 1485,
    year = 2015
}