Mauro Castelli
AuthID: R-004-PAD
91
TITLE: A Novel Architecture to Classify Histopathology Images Using Convolutional Neural Networks
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 8
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 8
92
TITLE: The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: ICT EXPRESS, VOLUME: 6, ISSUE: 4
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: ICT EXPRESS, VOLUME: 6, ISSUE: 4
93
TITLE: Forecasting Electricity Prices: A Machine Learning Approach
AUTHORS: Castelli, M; Groznik, A; Popovic, A;
PUBLISHED: 2020, SOURCE: ALGORITHMS, VOLUME: 13, ISSUE: 5
AUTHORS: Castelli, M; Groznik, A; Popovic, A;
PUBLISHED: 2020, SOURCE: ALGORITHMS, VOLUME: 13, ISSUE: 5
94
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: 
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ORCID
ORCID95
TITLE: How Deeply to Fine-Tune a Convolutional Neural Network: A Case Study Using a Histopathology Dataset
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 10
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 10
96
TITLE: A Machine Learning Approach to Predict Air Quality in California
AUTHORS: Castelli, M; Clemente, FM; Popovic, A; Silva, S; Vanneschi, L;
PUBLISHED: 2020, SOURCE: COMPLEXITY, VOLUME: 2020
AUTHORS: Castelli, M; Clemente, FM; Popovic, A; Silva, S; Vanneschi, L;
PUBLISHED: 2020, SOURCE: COMPLEXITY, VOLUME: 2020
97
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 WOS IN MY: ORCID
ORCID98
TITLE: A Parallel Particle Swarm Optimisation for Selecting Optimal Virtual Machine on Cloud Environment
AUTHORS: Abdelaziz, A; Anastasiadou, M; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 18
AUTHORS: Abdelaziz, A; Anastasiadou, M; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 18
99
TITLE: Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images
AUTHORS: Kandel, I; Castelli, M; Popovic, A;
PUBLISHED: 2020, SOURCE: JOURNAL OF IMAGING, VOLUME: 6, ISSUE: 9
AUTHORS: Kandel, I; Castelli, M; Popovic, A;
PUBLISHED: 2020, SOURCE: JOURNAL OF IMAGING, VOLUME: 6, ISSUE: 9
100
TITLE: Towards an evolutionary-based approach for natural language processing
AUTHORS: Manzoni, L; Jakobovic, D; Mariot, L; Picek, S; Castelli, M;
PUBLISHED: 2020, SOURCE: Genetic and Evolutionary Computation Conference (GECCO) in GECCO'20: PROCEEDINGS OF THE 2020 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
AUTHORS: Manzoni, L; Jakobovic, D; Mariot, L; Picek, S; Castelli, M;
PUBLISHED: 2020, SOURCE: Genetic and Evolutionary Computation Conference (GECCO) in GECCO'20: PROCEEDINGS OF THE 2020 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
