Artificial intelligence computing at the quantum level

O Ayoade, P Rivas, J Orduz - Data, 2022 - mdpi.com
The extraordinary advance in quantum computation leads us to believe that, in the not-too-
distant future, quantum systems will surpass classical systems. Moreover, the field's rapid …

A synthetic review of various dimensions of non-destructive plant stress phenotyping

D Ye, L Wu, X Li, TO Atoba, W Wu, H Weng - Plants, 2023 - mdpi.com
Non-destructive plant stress phenotyping begins with traditional one-dimensional (1D)
spectroscopy, followed by two-dimensional (2D) imaging, three-dimensional (3D) or even …

Combatting Human Trafficking in the Cyberspace: A Natural Language Processing-Based Methodology to Analyze the Language in Online Advertisements

AR Perez, P Rivas - arXiv preprint arXiv:2311.13118, 2023 - arxiv.org
This project tackles the pressing issue of human trafficking in online C2C marketplaces
through advanced Natural Language Processing (NLP) techniques. We introduce a novel …

A New Entropic Measure for the Causality of the Financial Time Series

PB Lerner - Journal of Risk and Financial Management, 2023 - mdpi.com
A new econometric methodology based on deep learning is proposed for determining the
causality of the financial time series. This method is applied to the imbalances in daily …

Enhancing CNNs Performance on Object Recognition Tasks with Gabor Initialization

P Rivas, M Rai - Electronics, 2023 - mdpi.com
The use of Gabor filters in image processing has been well-established, and these filters are
recognized for their exceptional feature extraction capabilities. These filters are usually …

Modeling sql statement correctness with attention-based convolutional neural networks

P Rivas, DR Schwartz - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Automated grading of SQL statements is a topic of interest for instructors and students alike.
It can give teachers additional time to be more effective in identifying issues quickly, and it …

Runtime adaptation framework for fulfilling availability and continuity requirements of network services

S Azadiabad, F Khendek… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The Network Function Virtualization (NFV) framework is an enabler for the automation of
Network Service (NS) management. In the context of NFV, an NS is realized by …

Classifying Images of Two-Dimensional Fractional Brownian Motion through Deep Learning and Its Applications

YC Chang, JT Jeng - Applied Sciences, 2023 - mdpi.com
Two-dimensional fractional Brownian motion (2D FBM) is an effective model for describing
natural scenes and medical images. Essentially, it is characterized by the Hurst exponent …

An automated sql query grading system using an attention-based convolutional neural network

DR Schwartz, P Rivas - arXiv preprint arXiv:2406.15936, 2024 - arxiv.org
Grading SQL queries can be a time-consuming, tedious and challenging task, especially as
the number of student submissions increases. Several systems have been introduced in an …

Design of a sugarcane diseases recognition system based on GoogLeNet for a web application

CL Barroso Maza, JC Lucas Cordova… - 2022 - repositorio.utp.edu.pe
Sugarcane diseases in Peru occur due to the agricultural community's lack of understanding
of these, which means a slow response to the application of methods of control and …