Stefano Beretta
AuthID: R-006-MRE
1
TITLE: Comparing Deep and Machine Learning Approaches in Bioinformatics: A miRNA-Target Prediction Case Study
AUTHORS: Valentina Giansanti; Mauro Castelli; Stefano Beretta; Ivan Merelli;
PUBLISHED: 2019, SOURCE: 19th Annual International Conference on Computational Science (ICCS) in COMPUTATIONAL SCIENCE - ICCS 2019, PT III, VOLUME: 11538
AUTHORS: Valentina Giansanti; Mauro Castelli; Stefano Beretta; Ivan Merelli;
PUBLISHED: 2019, SOURCE: 19th Annual International Conference on Computational Science (ICCS) in COMPUTATIONAL SCIENCE - ICCS 2019, PT III, VOLUME: 11538
INDEXED IN: 
Scopus 
WOS
Scopus WOS2
TITLE: A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP
AUTHORS: Stefano Beretta; Mauro Castelli; Luis Munoz; Leonardo Trujillo; Yuliana Martinez; Ales Popovic; Luciano Milanesi; Ivan Merelli;
PUBLISHED: 2018, SOURCE: COMPLEXITY, VOLUME: 2018
AUTHORS: Stefano Beretta; Mauro Castelli; Luis Munoz; Leonardo Trujillo; Yuliana Martinez; Ales Popovic; Luciano Milanesi; Ivan Merelli;
PUBLISHED: 2018, SOURCE: COMPLEXITY, VOLUME: 2018
INDEXED IN: Scopus WOS
Scopus WOS3
TITLE: Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes Full Text
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves ; Roberto Henriques; Daniele Ramazzotti;
PUBLISHED: 2018, SOURCE: COMPLEXITY, VOLUME: 2018
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves ; Roberto Henriques; Daniele Ramazzotti;
PUBLISHED: 2018, SOURCE: COMPLEXITY, VOLUME: 2018
4
TITLE: Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves ; Ivan Kel; Valentina Giansanti; Ivan Merelli;
PUBLISHED: 2018, SOURCE: JOURNAL OF COMPUTATIONAL BIOLOGY, VOLUME: 25, ISSUE: 10
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves ; Ivan Kel; Valentina Giansanti; Ivan Merelli;
PUBLISHED: 2018, SOURCE: JOURNAL OF COMPUTATIONAL BIOLOGY, VOLUME: 25, ISSUE: 10
5
TITLE: Learning the Structure of Bayesian Networks: A Quantitative Assessment of the Effect of Different Algorithmic Schemes
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Roberto Henriques; Daniele Ramazzotti;
PUBLISHED: 2018, SOURCE: Complex., VOLUME: 2018
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Roberto Henriques; Daniele Ramazzotti;
PUBLISHED: 2018, SOURCE: Complex., VOLUME: 2018
INDEXED IN: 
DBLP
DBLP6
TITLE: Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Ivan Kel; Valentina Giansanti; Ivan Merelli;
PUBLISHED: 2018, SOURCE: J. Comput. Biol., VOLUME: 25, ISSUE: 10
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Ivan Kel; Valentina Giansanti; Ivan Merelli;
PUBLISHED: 2018, SOURCE: J. Comput. Biol., VOLUME: 25, ISSUE: 10
INDEXED IN: DBLP
DBLP7
TITLE: Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks PDF
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Ivan Merelli; Daniele Ramazzotti;
PUBLISHED: 2017, SOURCE: CoRR, VOLUME: abs/1703.03041
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Ivan Merelli; Daniele Ramazzotti;
PUBLISHED: 2017, SOURCE: CoRR, VOLUME: abs/1703.03041
INDEXED IN: DBLP 
arXiv
DBLP arXiv8
TITLE: A quantitative assessment of the effect of different algorithmic schemes to the task of learning the structure of Bayesian Networks PDF
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Daniele Ramazzotti;
PUBLISHED: 2017, SOURCE: CoRR, VOLUME: abs/1704.08676
AUTHORS: Stefano Beretta; Mauro Castelli; Ivo Gonçalves; Daniele Ramazzotti;
PUBLISHED: 2017, SOURCE: CoRR, VOLUME: abs/1704.08676
INDEXED IN: DBLP arXiv
DBLP arXiv9
TITLE: A Machine Learning Approach for the Integration of miRNA-target Predictions
AUTHORS: Stefano Beretta; Mauro Castelli; Yuliana Martinez; Luis Munoz; Sara Silva; Leonardo Trujillo; Luciano Milanesi; Ivan Merelli;
PUBLISHED: 2016, SOURCE: 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) in 2016 24TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING (PDP)
AUTHORS: Stefano Beretta; Mauro Castelli; Yuliana Martinez; Luis Munoz; Sara Silva; Leonardo Trujillo; Luciano Milanesi; Ivan Merelli;
PUBLISHED: 2016, SOURCE: 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP) in 2016 24TH EUROMICRO INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING (PDP)
10
TITLE: Parameterized tractability of the maximum-duo preservation string mapping problem Full Text
AUTHORS: Stefano Beretta; Mauro Castelli; Riccardo Dondi;
PUBLISHED: 2016, SOURCE: THEORETICAL COMPUTER SCIENCE, VOLUME: 646
AUTHORS: Stefano Beretta; Mauro Castelli; Riccardo Dondi;
PUBLISHED: 2016, SOURCE: THEORETICAL COMPUTER SCIENCE, VOLUME: 646
INDEXED IN: WOS
WOS