עקוב אחר
Mauro Castelli
Mauro Castelli
Full Professor at NOVA IMS, Universidade Nova de Lisboa
כתובת אימייל מאומתת בדומיין novaims.unl.pt
כותרת
צוטט על ידי
צוטט על ידי
שנה
The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset‏
I Kandel, M Castelli‏
ICT express 6 (4), 312-315, 2020‏
5832020
The impact of big data analytics on firms’ high value business performance‏
A Popovič, R Hackney, R Tassabehji, M Castelli‏
Information Systems Frontiers 20, 209-222, 2018‏
4842018
Genetic programming needs better benchmarks‏
J McDermott, DR White, S Luke, L Manzoni, M Castelli, L Vanneschi, ...‏
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012‏
3262012
Better GP benchmarks: community survey results and proposals‏
DR White, J McDermott, M Castelli, L Manzoni, BW Goldman, ...‏
Genetic programming and evolvable machines 14, 3-29, 2013‏
2832013
A machine learning approach to predict air quality in California‏
M Castelli, FM Clemente, A Popovič, S Silva, L Vanneschi‏
Complexity 2020 (1), 8049504, 2020‏
2702020
A survey of semantic methods in genetic programming‏
L Vanneschi, M Castelli, S Silva‏
Genetic Programming and Evolvable Machines 15, 195-214, 2014‏
2252014
Structural similarity index (SSIM) revisited: A data-driven approach‏
I Bakurov, M Buzzelli, R Schettini, M Castelli, L Vanneschi‏
Expert Systems with Applications 189, 116087, 2022‏
2162022
Transfer learning with convolutional neural networks for diabetic retinopathy image classification. A review‏
I Kandel, M Castelli‏
Applied Sciences 10 (6), 2021, 2020‏
2112020
Prediction of high performance concrete strength using genetic programming with geometric semantic genetic operators‏
M Castelli, L Vanneschi, S Silva‏
Expert Systems with Applications 40 (17), 6856-6862, 2013‏
1762013
Measuring bloat, overfitting and functional complexity in genetic programming‏
L Vanneschi, M Castelli, S Silva‏
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010‏
1732010
Prediction of energy performance of residential buildings: A genetic programming approach‏
M Castelli, L Trujillo, L Vanneschi, A Popovič‏
Energy and Buildings 102, 67-74, 2015‏
1572015
A C++ framework for geometric semantic genetic programming‏
M Castelli, S Silva, L Vanneschi‏
Genetic Programming and Evolvable Machines 16, 73-81, 2015‏
1432015
A new implementation of geometric semantic GP and its application to problems in pharmacokinetics‏
L Vanneschi, M Castelli, L Manzoni, S Silva‏
European Conference on Genetic Programming, 205-216, 2013‏
1352013
Using artificial intelligence methods to assess academic achievement in public high schools of a European Union country‏
F Cruz-Jesus, M Castelli, T Oliveira, R Mendes, C Nunes, M Sa-Velho, ...‏
Heliyon 6 (6), 2020‏
1262020
An artificial intelligence system for predicting customer default in e-commerce‏
L Vanneschi, DM Horn, M Castelli, A Popovič‏
Expert Systems with Applications 104, 1-21, 2018‏
1202018
Combinatorial optimization problems and metaheuristics: Review, challenges, design, and development‏
F Peres, M Castelli‏
Applied Sciences 11 (14), 6449, 2021‏
1192021
Predicting burned areas of forest fires: an artificial intelligence approach‏
M Castelli, L Vanneschi, A Popovič‏
Fire ecology 11, 106-118, 2015‏
1142015
Geometric semantic genetic programming for real life applications‏
L Vanneschi, S Silva, M Castelli, L Manzoni‏
Genetic programming theory and practice xi, 191-209, 2014‏
1132014
Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology images‏
I Kandel, M Castelli, A Popovič‏
Journal of imaging 6 (9), 92, 2020‏
992020
Brain tumor diagnosis using machine learning, convolutional neural networks, capsule neural networks and vision transformers, applied to MRI: a survey‏
AA Akinyelu, F Zaccagna, JT Grist, M Castelli, L Rundo‏
Journal of imaging 8 (8), 205, 2022‏
942022
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20