Mauro Castelli
AuthID: R-004-PAD
101
TITLE: A Hybrid End-to-End Approach Integrating Conditional Random Fields into CNNs for Prostate Cancer Detection on MRI
AUTHORS: Paulo Lapa; Mauro Castelli; Ivo Gonçalves ; Evis Sala; Leonardo Rundo;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 1
AUTHORS: Paulo Lapa; Mauro Castelli; Ivo Gonçalves ; Evis Sala; Leonardo Rundo;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 1
102
TITLE: Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial Full Text
AUTHORS: Alfredo Ragho; Marcello Imbriani; Chiara Imbriani; Paola Baiardi; Sara Manzoni; Marta Gianotti; Mauro Castelli; Leonardo Vanneschi; Francisco Vico; Luca Manzoni;
PUBLISHED: 2020, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 185
AUTHORS: Alfredo Ragho; Marcello Imbriani; Chiara Imbriani; Paola Baiardi; Sara Manzoni; Marta Gianotti; Mauro Castelli; Leonardo Vanneschi; Francisco Vico; Luca Manzoni;
PUBLISHED: 2020, SOURCE: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, VOLUME: 185
INDEXED IN: 
WOS
WOS103
TITLE: Predicting Days on Market to Optimize Real Estate Sales Strategy
AUTHORS: Castelli, M; Dobreva, M; Henriques, R; Vanneschi, L;
PUBLISHED: 2020, SOURCE: COMPLEXITY, VOLUME: 2020
AUTHORS: Castelli, M; Dobreva, M; Henriques, R; Vanneschi, L;
PUBLISHED: 2020, SOURCE: COMPLEXITY, VOLUME: 2020
104
TITLE: Specializing Context-Free Grammars With a (1+1)-EA
AUTHORS: Manzoni, L; Bartoli, A; Castelli, M; Ivo Gonçalves ; Medvet, E;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOLUME: 24, ISSUE: 5
AUTHORS: Manzoni, L; Bartoli, A; Castelli, M; Ivo Gonçalves ; Medvet, E;
PUBLISHED: 2020, SOURCE: IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOLUME: 24, ISSUE: 5
105
TITLE: Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 6
AUTHORS: Kandel, I; Castelli, M;
PUBLISHED: 2020, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 10, ISSUE: 6
106
TITLE: Is k Nearest Neighbours Regression Better Than GP?
AUTHORS: Vanneschi, L; Castelli, M; Manzoni, L; Silva, S ; Trujillo, L;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Genetic Programming, EuroGP 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: 12101 LNCS
AUTHORS: Vanneschi, L; Castelli, M; Manzoni, L; Silva, S ; Trujillo, L;
PUBLISHED: 2020, SOURCE: 23rd European Conference on Genetic Programming, EuroGP 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: 12101 LNCS
107
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
108
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
109
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
110
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
