Stefano Merler

41 papers B 2Misc 2Journal 30Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Post-pandemic social contacts in Italy: implications for social distancing measures on in-person school and work attendance.
CoRR
Lorenzo Lucchini, Valentina Marziano, Filippo Trentini, Chiara Chiavenna, Elena D'Agnese, Vittoria Offeddu, Mattia Manica, Piero Poletti, Duilio Balsamo, Giorgio Guzzetta, Marco Aielli, Alessia Melegaro, Stefano Merler
2022 J jnl
Early prediction of SARS-CoV-2 reproductive number from environmental, atmospheric and mobility data: A supervised machine learning approach.
Int. J. Medical Informatics
Pier Francesco Caruso, Giovanni Angelotti, Massimiliano Greco, Giorgio Guzzetta, Danilo Cereda, Stefano Merler, Maurizio Cecconi
2021 J jnl
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave.
Nat.
Jessica T. Davis, Matteo Chinazzi, Nicola Perra, Kunpeng Mu, Ana L. Pastore y Piontti, Marco Ajelli, Natalie E. Dean, Corrado Gioannini, Maria Litvinova, Stefano Merler, Luca Rossi, Kaiyuan Sun, Xinyue Xiong, Ira M. Longini Jr., M. Elizabeth Halloran, Cécile Viboud, Alessandro Vespignani
2021 J jnl
Navigating Concepts in the Human Mind Unravels the Latent Geometry of Its Semantic Space.
Complex.
Barbara Benigni, Monica Dallabona, Elena Bravi, Stefano Merler, Manlio De Domenico
2020 J jnl
Mapping critical cortical hubs and white matter pathways by direct electrical stimulation: an original functional atlas of the human brain.
NeuroImage
Silvio Sarubbo, Matthew C. Tate, Alessandro De Benedictis, Stefano Merler, Sylvie Moritz-Gasser, Guillaume Herbet, Hugues Duffau
2020 J jnl
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions.
PLoS Comput. Biol.
Quanhui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli
2020 J jnl
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.
CoRR
Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler
2019 J jnl
Effectiveness of Ultra-Low Volume insecticide spraying to prevent dengue in a non-endemic metropolitan area of Brazil.
PLoS Comput. Biol.
Giovanni Marini, Giorgio Guzzetta, Cecilia Marques-Toledo, Mauro Teixeira, Roberto Rosà, Stefano Merler
2019 J jnl
Reducing measles risk in Turkey through social integration of Syrian refugees.
CoRR
Paolo Bosetti, Piero Poletti, Massimo Stella, Bruno Lepri, Stefano Merler, Manlio De Domenico
2018 J jnl
Modeling the impact of changes in day-care contact patterns on the dynamics of varicella transmission in France between 1991 and 2015.
PLoS Comput. Biol.
Valentina Marziano, Piero Poletti, Guillaume Béraud, Pierre-Yves Boëlle, Stefano Merler, Vittoria Colizza
2016 J jnl
Model-Based Comprehensive Analysis of School Closure Policies for Mitigating Influenza Epidemics and Pandemics.
PLoS Comput. Biol.
Laura Fumanelli, Marco Ajelli, Stefano Merler, Neil M. Ferguson, Simon Cauchemez
2012 J jnl
A combinatorial model of malware diffusion via Bluetooth connections
CoRR
Stefano Merler, Giuseppe Jurman
2012 J jnl
Inferring the Structure of Social Contacts from Demographic Data in the Analysis of Infectious Diseases Spread.
PLoS Comput. Biol.
Laura Fumanelli, Marco Ajelli, Piero Manfredi, Alessandro Vespignani, Stefano Merler
2012 J jnl
mlpy: Machine Learning Python
CoRR
Davide Albanese, Roberto Visintainer, Stefano Merler, Samantha Riccadonna, Giuseppe Jurman, Cesare Furlanello
2011 J jnl
Determinants of the Spatiotemporal Dynamics of the 2009 H1N1 Pandemic in Europe: Implications for Real-Time Modelling.
PLoS Comput. Biol.
Stefano Merler, Marco Ajelli, Andrea Pugliese, Neil M. Ferguson
2010 Misc conf
Human mobility and population heterogeneity in the spread of an epidemic.
ICCS
Stefano Merler, Marco Ajelli
2010 J jnl
Little Italy: An Agent-Based Approach to the Estimation of Contact Patterns- Fitting Predicted Matrices to Serological Data.
PLoS Comput. Biol.
Fabrizio Iozzi, Francesco Trusiano, Matteo Chinazzi, Francesco C. Billari, Emilio Zagheni, Stefano Merler, Marco Ajelli, Emanuele Del Fava, Piero Manfredi
2008 J jnl
Algebraic stability indicators for ranked lists in molecular profiling.
Bioinform.
Giuseppe Jurman, Stefano Merler, Annalisa Barla, Silvano Paoli, Antonio Galea, Cesare Furlanello
2008 J jnl
Integrating gene expression profiling and clinical data.
Int. J. Approx. Reason.
Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello
2008 J jnl
Machine learning methods for predictive proteomics.
Briefings Bioinform.
Annalisa Barla, Giuseppe Jurman, Samantha Riccadonna, Stefano Merler, Marco Chierici, Cesare Furlanello
2007 — conf
Deriving the Kernel from Training Data.
MCS
Stefano Merler, Giuseppe Jurman, Cesare Furlanello
2007 J jnl
Parallelizing AdaBoost by weights dynamics.
Comput. Stat. Data Anal.
Stefano Merler, Bruno Caprile, Cesare Furlanello
2007 J jnl
Supervised classification of combined copy number and gene expression data.
J. Integr. Bioinform.
Samantha Riccadonna, Giuseppe Jurman, Stefano Merler, Silvano Paoli, Alessandro Quattrone, Cesare Furlanello
2006 J jnl
Combining feature selection and DTW for time-varying functional genomics.
IEEE Trans. Signal Process.
Cesare Furlanello, Stefano Merler, Giuseppe Jurman
2006 B conf
Proteome Profiling without Selection Bias.
CBMS
Annalisa Barla, Bettina Irler, Stefano Merler, Giuseppe Jurman, Silvano Paoli, Cesare Furlanello
2006 — conf
Strategies for containing an influenza pandemic: the case of Italy.
BIONETICS
Stefano Merler, Giuseppe Jurman, Cesare Furlanello, Caterina Rizzo, Antonino Bella, Marco Massari, Marta Luisa Ciofi degli Atti
2006 J jnl
Terminated Ramp-Support Vector Machines: A nonparametric data dependent kernel.
Neural Networks
Stefano Merler, Giuseppe Jurman
2005 Misc conf
Machine Learning on Historic Air Photographs for Mapping Risk of Unexploded Bombs.
ICIAP
Stefano Merler, Cesare Furlanello, Giuseppe Jurman
2005 J jnl
Semisupervised Learning for Molecular Profiling.
IEEE ACM Trans. Comput. Biol. Bioinform.
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
2005 — conf
Semisupervised Profiling of Gene Expressions and Clinical Data.
WILF
Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello
2004 J jnl
Bias-Variance Control Via Hard Points Shaving.
Int. J. Pattern Recognit. Artif. Intell.
Stefano Merler, Bruno Caprile, Cesare Furlanello
2004 — conf
Exact Bagging with k-Nearest Neighbour Classifiers.
Multiple Classifier Systems
Bruno Caprile, Stefano Merler, Cesare Furlanello, Giuseppe Jurman
2003 J jnl
An accelerated procedure for recursive feature ranking on microarray data.
Neural Networks
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
2003 J jnl
Automatic model selection in cost-sensitive boosting.
Inf. Fusion
Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner
2003 J jnl
Entropy-based gene ranking without selection bias for the predictive classification of microarray data.
BMC Bioinform.
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
2003 B conf
Gene selection and classification by entropy-based recursive feature elimination.
IJCNN
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
2002 — conf
Highlighting Hard Patterns via AdaBoost Weights Evolution.
Multiple Classifier Systems
Bruno Caprile, Cesare Furlanello, Stefano Merler
2002 J jnl
The Dynamics of AdaBoost Weights Tells You What's Hard to Classify
CoRR
Bruno Caprile, Cesare Furlanello, Stefano Merler
2001 — conf
Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis.
Multiple Classifier Systems
Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner
2000 — conf
Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS.
Multiple Classifier Systems
Cesare Furlanello, Stefano Merler
1997 J jnl
Speaker Normalization and Model Selection of Combined Neural Networks.
Connect. Sci.
Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Stefano Merler