Stefano Merler

Publication Activity (10 Years)

Years Active: 1997-2022
Publications (10 Years): 10

Top Topics

Top Venues

PLoS Comput. Biol.

Int. J. Medical Informatics

Publications

Pier Francesco Caruso, Giovanni Angelotti, Massimiliano Greco, Giorgio Guzzetta, Danilo Cereda, Stefano Merler, Maurizio Cecconi
Early prediction of SARS-CoV-2 reproductive number from environmental, atmospheric and mobility data: A supervised machine learning approach. Int. J. Medical Informatics 162 (2022)
Barbara Benigni, Monica Dallabona, Elena Bravi, Stefano Merler, Manlio De Domenico
Navigating Concepts in the Human Mind Unravels the Latent Geometry of Its Semantic Space. Complex. 2021 (2021)
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
Cryptic transmission of SARS-CoV-2 and the first COVID-19 wave. Nat. 600 (7887) (2021)
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
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy. CoRR (2020)
Quan-Hui Liu, Ana I. Bento, Kexin Yang, Hang Zhang, Xiaohan Yang, Stefano Merler, Alessandro Vespignani, Jiancheng Lv, Hongjie Yu, Wei Zhang, Tao Zhou, Marco Ajelli
The COVID-19 outbreak in Sichuan, China: Epidemiology and impact of interventions. PLoS Comput. Biol. 16 (12) (2020)
Silvio Sarubbo, Matthew Tate, Alessandro De Benedictis, Stefano Merler, Sylvie Moritz-Gasser, Guillaume Herbet, Hugues Duffau
Mapping critical cortical hubs and white matter pathways by direct electrical stimulation: an original functional atlas of the human brain. NeuroImage 205 (2020)
Giovanni Marini, Giorgio Guzzetta, Cecilia Marques-Toledo, Mauro Teixeira, Roberto Rosà, Stefano Merler
Effectiveness of Ultra-Low Volume insecticide spraying to prevent dengue in a non-endemic metropolitan area of Brazil. PLoS Comput. Biol. 15 (3) (2019)
Paolo Bosetti, Piero Poletti, Massimo Stella, Bruno Lepri, Stefano Merler, Manlio De Domenico
Reducing measles risk in Turkey through social integration of Syrian refugees. CoRR (2019)
Valentina Marziano, Piero Poletti, Guillaume Béraud, Pierre-Yves Boëlle, Stefano Merler, Vittoria Colizza
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. 14 (8) (2018)
Laura Fumanelli, Marco Ajelli, Stefano Merler, Neil M. Ferguson, Simon Cauchemez
Model-Based Comprehensive Analysis of School Closure Policies for Mitigating Influenza Epidemics and Pandemics. PLoS Comput. Biol. 12 (1) (2016)
Laura Fumanelli, Marco Ajelli, Piero Manfredi, Alessandro Vespignani, Stefano Merler
Inferring the Structure of Social Contacts from Demographic Data in the Analysis of Infectious Diseases Spread. PLoS Comput. Biol. 8 (9) (2012)
Davide Albanese, Roberto Visintainer, Stefano Merler, Samantha Riccadonna, Giuseppe Jurman, Cesare Furlanello
mlpy: Machine Learning Python CoRR (2012)
Stefano Merler, Giuseppe Jurman
A combinatorial model of malware diffusion via Bluetooth connections CoRR (2012)
Stefano Merler, Marco Ajelli, Andrea Pugliese, Neil M. Ferguson
Determinants of the Spatiotemporal Dynamics of the 2009 H1N1 Pandemic in Europe: Implications for Real-Time Modelling. PLoS Comput. Biol. 7 (9) (2011)
Fabrizio Iozzi, Francesco Trusiano, Matteo Chinazzi, Francesco C. Billari, Emilio Zagheni, Stefano Merler, Marco Ajelli, Emanuele Del Fava, Piero Manfredi
Little Italy: An Agent-Based Approach to the Estimation of Contact Patterns- Fitting Predicted Matrices to Serological Data. PLoS Comput. Biol. 6 (12) (2010)
Stefano Merler, Marco Ajelli
Human mobility and population heterogeneity in the spread of an epidemic. ICCS (1) (2010)
Annalisa Barla, Giuseppe Jurman, Samantha Riccadonna, Stefano Merler, Marco Chierici, Cesare Furlanello
Machine learning methods for predictive proteomics. Briefings Bioinform. 9 (2) (2008)
Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello
Integrating gene expression profiling and clinical data. Int. J. Approx. Reason. 47 (1) (2008)
Giuseppe Jurman, Stefano Merler, Annalisa Barla, Silvano Paoli, Antonio Galea, Cesare Furlanello
Algebraic stability indicators for ranked lists in molecular profiling. Bioinform. 24 (2) (2008)
Stefano Merler, Giuseppe Jurman, Cesare Furlanello
Deriving the Kernel from Training Data. MCS (2007)
Stefano Merler, Bruno Caprile, Cesare Furlanello
Parallelizing AdaBoost by weights dynamics. Comput. Stat. Data Anal. 51 (5) (2007)
Samantha Riccadonna, Giuseppe Jurman, Stefano Merler, Silvano Paoli, Alessandro Quattrone, Cesare Furlanello
Supervised classification of combined copy number and gene expression data. J. Integr. Bioinform. 4 (3) (2007)
Cesare Furlanello, Stefano Merler, Giuseppe Jurman
Combining feature selection and DTW for time-varying functional genomics. IEEE Trans. Signal Process. 54 (6-2) (2006)
Stefano Merler, Giuseppe Jurman
Terminated Ramp-Support Vector Machines: A nonparametric data dependent kernel. Neural Networks 19 (10) (2006)
Annalisa Barla, Bettina Irler, Stefano Merler, Giuseppe Jurman, Silvano Paoli, Cesare Furlanello
Proteome Profiling without Selection Bias. CBMS (2006)
Stefano Merler, Giuseppe Jurman, Cesare Furlanello, Caterina Rizzo, Antonino Bella, Marco Massari, Marta Luisa Ciofi degli Atti
Strategies for containing an influenza pandemic: the case of Italy. BIONETICS (2006)
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
Semisupervised Learning for Molecular Profiling. IEEE ACM Trans. Comput. Biol. Bioinform. 2 (2) (2005)
Silvano Paoli, Giuseppe Jurman, Davide Albanese, Stefano Merler, Cesare Furlanello
Semisupervised Profiling of Gene Expressions and Clinical Data. WILF (2005)
Stefano Merler, Cesare Furlanello, Giuseppe Jurman
Machine Learning on Historic Air Photographs for Mapping Risk of Unexploded Bombs. ICIAP (2005)
Bruno Caprile, Stefano Merler, Cesare Furlanello, Giuseppe Jurman
Exact Bagging with k-Nearest Neighbour Classifiers. Multiple Classifier Systems (2004)
Stefano Merler, Bruno Caprile, Cesare Furlanello
Bias-Variance Control Via Hard Points Shaving. Int. J. Pattern Recognit. Artif. Intell. 18 (5) (2004)
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
Entropy-based gene ranking without selection bias for the predictive classification of microarray data. BMC Bioinform. 4 (2003)
Cesare Furlanello, Maria Serafini, Stefano Merler, Giuseppe Jurman
An accelerated procedure for recursive feature ranking on microarray data. Neural Networks 16 (5-6) (2003)
Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner
Automatic model selection in cost-sensitive boosting. Inf. Fusion 4 (1) (2003)
Bruno Caprile, Cesare Furlanello, Stefano Merler
The Dynamics of AdaBoost Weights Tells You What's Hard to Classify CoRR (2002)
Bruno Caprile, Cesare Furlanello, Stefano Merler
Highlighting Hard Patterns via AdaBoost Weights Evolution. Multiple Classifier Systems (2002)
Stefano Merler, Cesare Furlanello, Barbara Larcher, Andrea Sboner
Tuning Cost-Sensitive Boosting and Its Application to Melanoma Diagnosis. Multiple Classifier Systems (2001)
Cesare Furlanello, Stefano Merler
Boosting of Tree-Based Classifiers for Predictive Risk Modeling in GIS. Multiple Classifier Systems (2000)
Cesare Furlanello, Diego Giuliani, Edmondo Trentin, Stefano Merler
Speaker Normalization and Model Selection of Combined Neural Networks. Connect. Sci. 9 (1) (1997)