Titlebook: Computational Science and Its Applications – ICCSA 2023 Workshops; Athens, Greece, July Osvaldo Gervasi,Beniamino Murgante,Carmelo M. Torr

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Performance Evaluation of?Portfolio Stocks Selected with?the?EU–EV Risk Modelhorizon, as well as different performance metrics, such as Sharpe ratio, Sortino ratio, Beta and Alpha, are analysed. The results reveal that the portfolios constructed with the EU–EV risk model outperform the benchmark portfolio in the given periods, where a better performance was obtained in the o

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The Multiscale Maximum Change Algorithm for Subsurface Characterizationnverse problem. We solve the inverse problem using multiple Markov Chain Monte Carlo (MCMC) simulations performed on a multi-GPU cluster. The simulation results indicate that the proposed algorithm significantly improves the convergence of a preconditioned MCMC method.

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Recurrence Plots-Based Network Attack Classification Using CNN-Autoencoders to derive meaningful features from the constructed plots. The achieved results, derived from a real dataset, demonstrate the effectiveness of the presented approach by also outperforming state-of-the-art classifiers.

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Comparison of the Environmental Benefits of Cold Mix Asphalt and Its Application in Pavement Layerschniques and their diffusion in different contexts..In the conclusions, considerations are made on the environmental benefits and technical feasibility of WMA and CMA, emphasizing the importance of promoting the adoption of these solutions in transportation infrastructure for sustainable resource ma