Bibliografija osebe. Seznam zajema vsa gradiva in ne le tista, kje je oseba mentor.

Magistrska dela (1)

1. Maja Furlan: The use of neural networks and deep learning in insurance

Druga dela (22)

1. Ibrahem Kandel, Mauro Castelli: Improving convolutional neural networks performance for image classification using test time augmentation
2. Erick Costa de Farias, Christian Di Noia, Changhee Han, Evis Sala, Mauro Castelli, Leonardo Rundo: Impact of GAN-based lesion-focused medical image super-resolution on the robustness of radiomic features
3. Mauro Castelli, Fabiana Martins Clemente, Aleš Popovič, Sara Silva, Leonardo Vanneschi: A machine learning approach to predict air quality in California
4. Alfredo Raglio, Paola Baiardi, Giuseppe Vizzari, Marcello Imbriani, Mauro Castelli, Sara Manzoni, Francisco Vico, Luca Manzoni: Algorithmic music for therapy
5. Carina Albuquerque, Leonardo Vanneschi, Roberto Henriques, Mauro Castelli, Vanda Póvoa, Rita Fior, Nickolas Papanikolaou: Object detection for automatic cancer cell counting in zebrafish xenografts
6. Mauro Castelli, Luca Manzoni, Tatiana Espindola, Aleš Popovič, Andrea De Lorenzo: Generative adversarial networks for generating synthetic features for Wi-Fi signal quality
7. Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini: General Purpose Optimization Library (GPOL)
8. Fernando Peres, Enrico Fallacara, Luca Manzoni, Mauro Castelli, Aleš Popovič, Miguel Rodrigues, Pedro Estevens: Time series clustering of online gambling activities for addicted users' detection
9. Ibrahem Kandel, Mauro Castelli, Aleš Popovič: Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification
10. Paulo Lapa, Mauro Castelli, Ivo Gonçalves, Evis Sala, Leonardo Rundo: A hybrid end-to-end approach integrating conditional random fields into CNNs for prostate cancer detection on MRI
11. Mauro Castelli, Maria Dobreva, Roberto Henriques, Leonardo Vanneschi: Predicting days on market to optimize real estate sales strategy
12. Mauro Castelli, Aleš Groznik, Aleš Popovič: Forecasting electricity prices
13. Ibrahem Kandel, Mauro Castelli, Aleš Popovič: Comparative study of first order optimizers for image classification using convolutional neural networks on histopathology images
14. Andrea Tonini, Paula Redweik, Marco Painho, Mauro Castelli: Remote estimation of target height from unmanned aerial vehicle (UAV) images
15. Ahmed Abdelaziz, Maria Anastasiadou, Mauro Castelli: A parallel particle swarm optimisation for selecting optimal virtual machine on cloud environment
16. Ibrahem Kandel, Mauro Castelli: How deeply to fine-tune a convolutional neural network
17. Ibrahem Kandel, Mauro Castelli: A novel architecture to classify histopathology images using convolutional neural networks
18. Ibrahem Kandel, Mauro Castelli: Transfer learning with convolutional neuralnetworks for diabetic retinopathy image classification
19. Ibrahem Kandel, Mauro Castelli: The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset
20. Ibrahem Kandel, Mauro Castelli, Aleš Popovič: Musculoskeletal images classification for detection of fractures using transfer learning
21. Daniel Philippi, Kai Rothaus, Mauro Castelli: A vision transformer architecture for the automated segmentation of retinal lesions in spectral domain optical coherence tomography images
22. Luis Madureira, Aleš Popovič, Mauro Castelli: Competitive intelligence maturity models