This Special Issue focuses on machine learning methods in e-learning and education, regarding any type of cloud-based IoT applications to evaluation of healthcare education, education in smart city, e-learning and technical concepts of educational environments in IoT. This special...
Each learning algorithm requires parameterization that influences the training process and significantly affects performance. Since there is no one-fits-all configuration for a single model, we ran a hyperparameters search for each model individually. For our study, we used a grid search for LR and...
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doi:WO2014080056 A1CASTELLANO CABAL, Gustavo AlbertoWO
This study predicts the cash holdings policy of Turkish firms, given the 20 selected features with machine learning algorithm methods. 211 listed firms in the Borsa Istanbul are analyzed over the period between 2006 and 2019. Multiple linear regression (MLR), k-nearest neighbors (KNN), support ...
A deep learning approach for Parkinson’s disease diagnosis from EEG signals. Neural Comput. Appl. 2020, 32, 10927–10933. [Google Scholar] [CrossRef] Ruffini, G.; Ibañez, D.; Castellano, M.; Dubreuil-Vall, L.; Soria-Frisch, A.; Postuma, R.; Gagnon, J.-F.; Montplaisir, J. ...
Casalino, G.; Castellano, G.; Consiglio, A.; Nuzziello, N.; Vessio, G. MicroRNA expression classification for pediatric multiple sclerosis identification. J. Ambient Intell. Humaniz. Comput. 2021, 1–10. [Google Scholar] [CrossRef] Schwab, P.; Karlen, W. A Deep Learning Approach to ...
Castellano and Vessio used a deep learning approach that went beyond K-means clustering, in order to effectively apply clustering to visual works of art and specifically paintings, where traditional approaches were found lacking [20]. Clustering may find applications in various classification problems ...
diabetic foot sepsis; COVID-19; HIV; machine learning; mortality1. Introduction Diabetic foot sepsis (DFS) is among the leading causes of hospital admission in individuals with diabetes mellitus (DM) [1,2]. The two most feared complications of DFS are major amputation and death [1,2,3,4,...