Applied Computer Sciences in Engineering

Artificial Intelligence.- Algorithmic trading system using auto-machine learning as a filter rule.- An algorithmic trading strategy for the Colombian US dollar inter-bank bulk market SET-FX based on an evolutionary TPOT AutoML predictive model.- Evaluating the incidence of different factors on the level of service at interceptions without traffic lights.- Physically Informed Neural Networks Applied to Financial Derivatives Valuation in Markets with Liquidity Risk.- Application of hierarchical risk parity with Latin ADRs.- Experimental Analysis of a Peregrine Falcon 3D Prototype with oscillating feathers.- Optimal portfolio selection using a Robust-Bayesian model.- Impact of Pruning Distribution in Compressed CNN Models: A Case Study.- Open-loop stability analysis of interval dynamic systems.- Acquisition of motor images of the left and right hand by means of the Emotiv epoc+ headset for their classification using the EEGNet neural network.- Natural Language Contents Evaluation System for Multi-class News Categorization Using Machine Learning and Transformers.- Automatic Assessment of Voice Disorders Using Phase Plots.- Medical Image Compression techniques comparison using open-source libraries.- Implementation of a reinforced learning algorithm in a simulation environment for path planning of a robot manipulator with 3 degrees of freedom.- MACHINE LEARNING FOR RICE (Oryza sativa L.) PHENOLOGICAL IDENTIFICATION.- wGMU: A Novel Fusion Strategy to Identify the Important Parts of Sentence for Relation Classification.- Effect of preprocessing in deep learning systems to aid the diagnosis using X-ray pulmonary images.- Topological Data Analysis to characterize fluctuations in the Latin American Integrated Market.- Implementation of the chaotic systems Lorenz, Rossler, and Chen on an 8 bit microcontroller.- Enhancing Impaired Waist-to-Height Ratio Classification