Mauro Castelli
AuthID: R-004-PAD
101
TITLE: A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks
AUTHORS: Custode, LL; Tecce, CL; Bakurov, I; Castelli, M; Cioppa, AD; Vanneschi, L;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of EvoStar 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12104 LNCS
AUTHORS: Custode, LL; Tecce, CL; Bakurov, I; Castelli, M; Cioppa, AD; Vanneschi, L;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of EvoStar 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12104 LNCS
102
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
103
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
104
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
105
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
ORCID106
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
107
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
108
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
ORCID109
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
110
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
