Mauro Castelli
AuthID: R-004-PAD
51
TITLE: Specializing Context-Free Grammars With a (1+1)-EA
AUTHORS: Luca Manzoni; Alberto Bartoli; Mauro Castelli; Ivo Gonçalves ; Eric Medvet;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOLUME: 24, ISSUE: 5
AUTHORS: Luca Manzoni; Alberto Bartoli; Mauro Castelli; Ivo Gonçalves ; Eric Medvet;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOLUME: 24, ISSUE: 5
52
TITLE: Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 6
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 6
INDEXED IN: 
Scopus 
WOS
Scopus WOS53
TITLE: A Novel Architecture to Classify Histopathology Images Using Convolutional Neural Networks
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 8
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 8
INDEXED IN: Scopus WOS
Scopus WOS54
TITLE: The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: ICT EXPRESS, VOLUME: 6, ISSUE: 4
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: ICT EXPRESS, VOLUME: 6, ISSUE: 4
INDEXED IN: Scopus WOS
Scopus WOS55
TITLE: Forecasting Electricity Prices: A Machine Learning Approach Full Text
AUTHORS: Mauro Castelli; Ales Groznik; Ales Popovic;
PUBLISHED: 2020, SOURCE: ALGORITHMS, VOLUME: 13, ISSUE: 5
AUTHORS: Mauro Castelli; Ales Groznik; Ales Popovic;
PUBLISHED: 2020, SOURCE: ALGORITHMS, VOLUME: 13, ISSUE: 5
INDEXED IN: Scopus WOS
Scopus WOS56
TITLE: Using artificial intelligence methods to assess academic achievement in public high schools of a European Union country
AUTHORS: Frederico Cruz Jesus; Mauro Castelli; Tiago Oliveira; Ricardo Mendes; Catarina Nunes; Mafalda Sa Velho; Ana Rosa Louro;
PUBLISHED: 2020, SOURCE: HELIYON, VOLUME: 6, ISSUE: 6
AUTHORS: Frederico Cruz Jesus; Mauro Castelli; Tiago Oliveira; Ricardo Mendes; Catarina Nunes; Mafalda Sa Velho; Ana Rosa Louro;
PUBLISHED: 2020, SOURCE: HELIYON, VOLUME: 6, ISSUE: 6
INDEXED IN: Scopus WOS
Scopus WOS57
TITLE: How Deeply to Fine-Tune a Convolutional Neural Network: A Case Study Using a Histopathology Dataset
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 10
AUTHORS: Ibrahem Kandel; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 10
INDEXED IN: Scopus WOS
Scopus WOS58
TITLE: A Machine Learning Approach to Predict Air Quality in California Full Text
AUTHORS: Mauro Castelli; Fabiana Martins Clemente; Ales Popovic; Sara Silva; Leonardo Vanneschi;
PUBLISHED: 2020, SOURCE: COMPLEXITY, VOLUME: 2020
AUTHORS: Mauro Castelli; Fabiana Martins Clemente; Ales Popovic; Sara Silva; Leonardo Vanneschi;
PUBLISHED: 2020, SOURCE: COMPLEXITY, VOLUME: 2020
INDEXED IN: Scopus WOS
Scopus WOS59
TITLE: A machine learning approximation of the 2015 Portuguese high school student grades: A hybrid approach Full Text
AUTHORS: Ricardo Costa Mendes; Tiago Oliveira; Mauro Castelli; Frederico Cruz Jesus;
PUBLISHED: 2020, SOURCE: EDUCATION AND INFORMATION TECHNOLOGIES
AUTHORS: Ricardo Costa Mendes; Tiago Oliveira; Mauro Castelli; Frederico Cruz Jesus;
PUBLISHED: 2020, SOURCE: EDUCATION AND INFORMATION TECHNOLOGIES
INDEXED IN: Scopus WOS
Scopus WOS60
TITLE: A Parallel Particle Swarm Optimisation for Selecting Optimal Virtual Machine on Cloud Environment
AUTHORS: Ahmed Abdelaziz; Maria Anastasiadou; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 18
AUTHORS: Ahmed Abdelaziz; Maria Anastasiadou; Mauro Castelli;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 18
INDEXED IN: Scopus WOS
Scopus WOS