A selection of recent scientific publications from the research groups of the laboratory
2018
Podda, Marco; Bacciu, Davide; Micheli, Alessio; Bellu, Roberto; Placidi, Giulia; Gagliardi, Luigi
A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor Journal Article
In: Scientific Reports, vol. 8, no. 1, 2018.
@article{Podda2018,
title = {A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor},
author = {Marco Podda and Davide Bacciu and Alessio Micheli and Roberto Bellu and Giulia Placidi and Luigi Gagliardi},
doi = {10.1038/s41598-018-31920-6},
year = {2018},
date = {2018-09-01},
journal = {Scientific Reports},
volume = {8},
number = {1},
publisher = {Springer Science and Business Media LLC},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Bacciu, Davide; Colombo, Michele; Morelli, Davide; Plans, David
Randomized neural networks for preference learning with physiological data Journal Article
In: Neurocomputing, vol. 298, pp. 9–20, 2018.
@article{Bacciu2018,
title = {Randomized neural networks for preference learning with physiological data},
author = {Davide Bacciu and Michele Colombo and Davide Morelli and David Plans},
doi = {10.1016/j.neucom.2017.11.070},
year = {2018},
date = {2018-07-01},
journal = {Neurocomputing},
volume = {298},
pages = {9--20},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Burchi, Gianluca; Chessa, Stefano; Gambineri, Francesca; Kocian, Alexander; Massa, Daniele; Milazzo, Paolo; Rimediotti, Luca; Ruggeri, Alessandro
Information technology controlled greenhouse: A system architecture Proceedings Article
In: 2018 IoT Vertical and Topical Summit on Agriculture - Tuscany (IOT Tuscany), IEEE, 2018.
@inproceedings{Burchi2018,
title = {Information technology controlled greenhouse: A system architecture},
author = {Gianluca Burchi and Stefano Chessa and Francesca Gambineri and Alexander Kocian and Daniele Massa and Paolo Milazzo and Luca Rimediotti and Alessandro Ruggeri},
doi = {10.1109/iot-tuscany.2018.8373044},
year = {2018},
date = {2018-01-01},
booktitle = {2018 IoT Vertical and Topical Summit on Agriculture - Tuscany (IOT Tuscany)},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Cappanera, Paola; Scutellà, Maria Grazia; Nervi, Federico; Galli, Laura
Demand uncertainty in robust Home Care optimization Journal Article
In: Omega, vol. 80, pp. 95–110, 2018.
@article{Cappanera2018,
title = {Demand uncertainty in robust Home Care optimization},
author = {Paola Cappanera and Maria Grazia Scutellà and Federico Nervi and Laura Galli},
url = {https://doi.org/10.1016/j.omega.2017.08.012},
doi = {10.1016/j.omega.2017.08.012},
year = {2018},
date = {2018-01-01},
journal = {Omega},
volume = {80},
pages = {95--110},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Rossi, Alessio; Pappalardo, Luca; Cintia, Paolo; Iaia, Fedon Marcello; Fernandez, Javier; Medina, Daniel
Effective injury forecasting in soccer with GPS training data and machine learning Journal Article
In: PLOS ONE, vol. 13, no. 7, pp. e0201264, 2018.
@article{Rossi2018,
title = {Effective injury forecasting in soccer with GPS training data and machine learning},
author = {Alessio Rossi and Luca Pappalardo and Paolo Cintia and Fedon Marcello Iaia and Javier Fernandez and Daniel Medina},
editor = {Jaime Sampaio},
doi = {10.1371/journal.pone.0201264},
year = {2018},
date = {2018-01-01},
journal = {PLOS ONE},
volume = {13},
number = {7},
pages = {e0201264},
publisher = {Public Library of Science (PLoS)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gallicchio, Claudio; Micheli, Alessio; Pedrelli, Luca
Deep Echo State Networks for Diagnosis of Parkinson's Disease Book Section
In: ESANN 2018, 2018.
@incollection{gallicchio2018deep,
title = {Deep Echo State Networks for Diagnosis of Parkinson's Disease},
author = {Claudio Gallicchio and Alessio Micheli and Luca Pedrelli},
url = {http://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2018-163.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {ESANN 2018},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
2017
Palumbo, Filippo; Rosa, Davide La; Ferro, Erina; Bacciu, Davide; Gallicchio, Claudio; Micheli, Alessio; Chessa, Stefano; Vozzi, Federico; Parodi, Oberdan
Reliability and human factors in Ambient Assisted Living environments Journal Article
In: Journal of Reliable Intelligent Environments, vol. 3, no. 3, pp. 139–157, 2017.
@article{Palumbo2017,
title = {Reliability and human factors in Ambient Assisted Living environments},
author = {Filippo Palumbo and Davide La Rosa and Erina Ferro and Davide Bacciu and Claudio Gallicchio and Alessio Micheli and Stefano Chessa and Federico Vozzi and Oberdan Parodi},
doi = {10.1007/s40860-017-0042-1},
year = {2017},
date = {2017-06-01},
journal = {Journal of Reliable Intelligent Environments},
volume = {3},
number = {3},
pages = {139--157},
publisher = {Springer Science and Business Media LLC},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cappanera, Paola; Scutellà, Maria Grazia
Pattern Generation Policies to Cope with Robustness in Home Care Book Section
In: Springer Proceedings in Mathematics & Statistics, pp. 257–268, Springer International Publishing, 2017.
@incollection{Cappanera2017,
title = {Pattern Generation Policies to Cope with Robustness in Home Care},
author = {Paola Cappanera and Maria Grazia Scutellà},
url = {https://doi.org/10.1007/978-3-319-66146-9_23},
doi = {10.1007/978-3-319-66146-9_23},
year = {2017},
date = {2017-01-01},
booktitle = {Springer Proceedings in Mathematics & Statistics},
pages = {257--268},
publisher = {Springer International Publishing},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
2016
Consortium, The Computational Pan-Genomics
Computational pan-genomics: status, promises and challenges Journal Article
In: Briefings in Bioinformatics, pp. bbw089, 2016.
@article{PanGenomics2016,
title = {Computational pan-genomics: status, promises and challenges},
author = {The Computational Pan-Genomics Consortium},
doi = {10.1093/bib/bbw089},
year = {2016},
date = {2016-10-01},
journal = {Briefings in Bioinformatics},
pages = {bbw089},
publisher = {Oxford University Press (OUP)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Barbuti, Roberto; Gori, Roberta; Levi, Francesca; Milazzo, Paolo
Investigating dynamic causalities in reaction systems Journal Article
In: Theoretical Computer Science, vol. 623, pp. 114–145, 2016.
@article{Barbuti2016,
title = {Investigating dynamic causalities in reaction systems},
author = {Roberto Barbuti and Roberta Gori and Francesca Levi and Paolo Milazzo},
doi = {10.1016/j.tcs.2015.11.041},
year = {2016},
date = {2016-01-01},
journal = {Theoretical Computer Science},
volume = {623},
pages = {114--145},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sameen, Sheema; Barbuti, Roberto; Milazzo, Paolo; Cerone, Antonio; Re, Marzia Del; Danesi, Romano
Mathematical modeling of drug resistance due to KRAS mutation in colorectal cancer Journal Article
In: Journal of Theoretical Biology, vol. 389, pp. 263–273, 2016.
@article{Sameen2016,
title = {Mathematical modeling of drug resistance due to KRAS mutation in colorectal cancer},
author = {Sheema Sameen and Roberto Barbuti and Paolo Milazzo and Antonio Cerone and Marzia Del Re and Romano Danesi},
doi = {10.1016/j.jtbi.2015.10.019},
year = {2016},
date = {2016-01-01},
journal = {Journal of Theoretical Biology},
volume = {389},
pages = {263--273},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Yalçindağ, Semih; Cappanera, Paola; Scutellà, Maria Grazia; Şahin, Evren; Matta, Andrea
Pattern-based decompositions for human resource planning in home health care services Journal Article
In: Computers & Operations Research, vol. 73, pp. 12–26, 2016.
@article{Yalnda2016,
title = {Pattern-based decompositions for human resource planning in home health care services},
author = {Semih Yalçindağ and Paola Cappanera and Maria Grazia Scutellà and Evren Şahin and Andrea Matta},
url = {https://doi.org/10.1016/j.cor.2016.02.011},
doi = {10.1016/j.cor.2016.02.011},
year = {2016},
date = {2016-01-01},
journal = {Computers & Operations Research},
volume = {73},
pages = {12--26},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Grossi, Roberto; Iliopoulos, Costas S; Mercas, Robert; Pisanti, Nadia; Pissis, Solon P; Retha, Ahmad; Vayani, Fatima
Circular sequence comparison: algorithms and applications Journal Article
In: Algorithms for Molecular Biology, vol. 11, no. 1, 2016.
@article{Grossi2016,
title = {Circular sequence comparison: algorithms and applications},
author = {Roberto Grossi and Costas S Iliopoulos and Robert Mercas and Nadia Pisanti and Solon P Pissis and Ahmad Retha and Fatima Vayani},
doi = {10.1186/s13015-016-0076-6},
year = {2016},
date = {2016-01-01},
journal = {Algorithms for Molecular Biology},
volume = {11},
number = {1},
publisher = {Springer Science and Business Media LLC},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2015
Patterson, Murray; Marschall, Tobias; Pisanti, Nadia; van Iersel, Leo; Stougie, Leen; Klau, Gunnar W; Schönhuth, Alexander
WhatsHap: Weighted Haplotype Assembly for Future-Generation Sequencing Reads Journal Article
In: Journal of Computational Biology, vol. 22, no. 6, pp. 498–509, 2015.
@article{Patterson2015,
title = {WhatsHap: Weighted Haplotype Assembly for Future-Generation Sequencing Reads},
author = {Murray Patterson and Tobias Marschall and Nadia Pisanti and Leo van Iersel and Leen Stougie and Gunnar W Klau and Alexander Schönhuth},
doi = {10.1089/cmb.2014.0157},
year = {2015},
date = {2015-06-01},
journal = {Journal of Computational Biology},
volume = {22},
number = {6},
pages = {498--509},
publisher = {Mary Ann Liebert Inc},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cappanera, Paola; Scutellà, Maria Grazia
Joint Assignment, Scheduling, and Routing Models to Home Care Optimization: A Pattern-Based Approach Journal Article
In: Transportation Science, vol. 49, no. 4, pp. 830–852, 2015.
@article{Cappanera2015,
title = {Joint Assignment, Scheduling, and Routing Models to Home Care Optimization: A Pattern-Based Approach},
author = {Paola Cappanera and Maria Grazia Scutellà},
url = {https://doi.org/10.1287/trsc.2014.0548},
doi = {10.1287/trsc.2014.0548},
year = {2015},
date = {2015-01-01},
journal = {Transportation Science},
volume = {49},
number = {4},
pages = {830--852},
publisher = {Institute for Operations Research and the Management Sciences (INFORMS)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2013
Cappanera, Paola; Scutellà, Maria Grazia
Home Care optimization: impact of pattern generation policies on scheduling and routing decisions Journal Article
In: Electronic Notes in Discrete Mathematics, vol. 41, pp. 53–60, 2013.
@article{Cappanera2013,
title = {Home Care optimization: impact of pattern generation policies on scheduling and routing decisions},
author = {Paola Cappanera and Maria Grazia Scutellà},
url = {https://doi.org/10.1016/j.endm.2013.05.075},
doi = {10.1016/j.endm.2013.05.075},
year = {2013},
date = {2013-01-01},
journal = {Electronic Notes in Discrete Mathematics},
volume = {41},
pages = {53--60},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2012
Barbuti, Roberto; Levi, Francesca; Milazzo, Paolo; Scatena, Guido
Probabilistic model checking of biological systems with uncertain kinetic rates Journal Article
In: Theoretical Computer Science, vol. 419, pp. 2–16, 2012.
@article{Barbuti2012,
title = {Probabilistic model checking of biological systems with uncertain kinetic rates},
author = {Roberto Barbuti and Francesca Levi and Paolo Milazzo and Guido Scatena},
doi = {10.1016/j.tcs.2011.10.022},
year = {2012},
date = {2012-02-01},
journal = {Theoretical Computer Science},
volume = {419},
pages = {2--16},
publisher = {Elsevier BV},
keywords = {},
pubstate = {published},
tppubtype = {article}
}