Sergio Nesmachnow
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View article: Adversarial attacks to image classification systems using evolutionary algorithms
Adversarial attacks to image classification systems using evolutionary algorithms Open
Image classification currently faces significant security challenges due to adversarial attacks, which consist of intentional alterations designed to deceive classification models based on artificial intelligence. This article explores an …
View article: Neural networks for wind power generation forecasting in Uruguay
Neural networks for wind power generation forecasting in Uruguay Open
This article explores the application of Artificial Neural Networks in predicting wind power generation. The precise prediction of power output is crucial for establishing a reliable wind power generation framework. Accurate forecasts play…
View article: Empirical evaluation of parallel implementations of MergeSort
Empirical evaluation of parallel implementations of MergeSort Open
Sorting algorithms are a fundamental piece in the development of computer systems. MergeSort is a well-known sorting algorithm, much appreciated due to its efficiency, relative simplicity, and other features. This article presents an empir…
View article: Empirical evaluation of parallel implementations of MergeSort
Empirical evaluation of parallel implementations of MergeSort Open
Sorting algorithms are a fundamental piece in the development of computer systems. MergeSort is a well-known sorting algorithm, much appreciated due to its efficiency, relative simplicity, and other features. This article presents an empir…
View article: Bio-Inspired Multiobjective Optimization for Designing Content Distribution Networks
Bio-Inspired Multiobjective Optimization for Designing Content Distribution Networks Open
This article studies the effective design of content distribution networks over cloud computing platforms. This problem is relevant nowadays to provide fast and reliable access to content on the internet. A bio-inspired evolutionary multio…
View article: A Literature Review of Recent Advances on Innovative Computational Tools for Waste Management in Smart Cities
A Literature Review of Recent Advances on Innovative Computational Tools for Waste Management in Smart Cities Open
This article reviews the literature surrounding innovative computational tools for waste management within smart cities. With the rise of urbanization and the increasing challenges of waste management, innovative technologies play a pivota…
View article: Forecasting Performance Indicators of a Single-Channel Solar Chimney Using Artificial Neural Networks
Forecasting Performance Indicators of a Single-Channel Solar Chimney Using Artificial Neural Networks Open
View article: Assessment of Sustainable Mobility Initiatives Developed in Montevideo, Uruguay
Assessment of Sustainable Mobility Initiatives Developed in Montevideo, Uruguay Open
This article presents an assessment of sustainable mobility initiatives developed in Montevideo, Uruguay, in the period from 2020 to 2023. The significance of sustainable mobility is underscored due to its far-reaching implications for the…
View article: MBSPDiscover: An Automatic Benchmark for MultiBSP Performance Analysis
MBSPDiscover: An Automatic Benchmark for MultiBSP Performance Analysis Open
View article: A computational intelligence approach for solar photovoltaic power generation forecasting
A computational intelligence approach for solar photovoltaic power generation forecasting Open
This article describes an approach applying computational intelligence methods for the problem of forecasting solar photovoltaic power generation at country level. Precise forecast of power generation plays a vital role in designing a depe…
View article: Smart Public Transport: A Bi-Objective Model for Maximizing Synchronizations and Minimizing Costs in Bus Timetables
Smart Public Transport: A Bi-Objective Model for Maximizing Synchronizations and Minimizing Costs in Bus Timetables Open
Modern cities heavily rely on public transport systems to enhance citizen access to urban services and promote sustainability. To optimize public transport, intelligent computer-aided tools play a pivotal role in decision making. This arti…
View article: Guest Editorial Special Issue “Recent Trends on Advanced Computing: The Converging Technologies”
Guest Editorial Special Issue “Recent Trends on Advanced Computing: The Converging Technologies” Open
View article: Optimized Design of a Backbone Network for Public Transportation in Montevideo, Uruguay
Optimized Design of a Backbone Network for Public Transportation in Montevideo, Uruguay Open
This article presents the application of exact and metaheuristic approaches to the problem of designing the backbone network of a hierarchically public transportation system for Montevideo, Uruguay. This is a very relevant problem in nowad…
View article: Annual Evaluation of Natural Ventilation Induction in Solar Chimneys under Tropical, Dry, and Temperate Climates of Mexico: A Case Study
Annual Evaluation of Natural Ventilation Induction in Solar Chimneys under Tropical, Dry, and Temperate Climates of Mexico: A Case Study Open
This article presents an annual performance evaluation of single- and double-air-channel solar chimneys for natural ventilation induction under weather conditions in Mexico. The global energy balance method modeled both types of solar chim…
View article: The Impact of the COVID-19 Pandemic on the Public Transportation System of Montevideo, Uruguay: A Urban Data Analysis Approach
The Impact of the COVID-19 Pandemic on the Public Transportation System of Montevideo, Uruguay: A Urban Data Analysis Approach Open
Urban mobility and strategies for public transportation play a vital role in promoting a more sustainable, accessible, and livable urban environment in smart cities. Data-driven decision making, multi-modal integration, and innovative mean…
View article: Big Data Analysis for Travel Time Characterization in Public Transportation Systems
Big Data Analysis for Travel Time Characterization in Public Transportation Systems Open
In this article, we introduces a model based on big data analysis to characterize the travel times of buses in public transportation systems. Travel time is a critical factor in evaluating the accessibility of opportunities and the overall…
View article: Physics informed neural networks for wind field modeling in wind farms
Physics informed neural networks for wind field modeling in wind farms Open
This article presents an approach for applying Physics-Informed Neural Networks (PINNs) for modeling wind fields in wind farms. The addressed problem is reconstructing the inflow velocity field for a wind turbine. Several PINN variants are…
View article: Estimation of wind turbine wakes with generative-adversarial networks
Estimation of wind turbine wakes with generative-adversarial networks Open
The interaction of the atmospheric boundary layer with wind turbines and among wind turbines in a wind farm is a complex phenomenon. Its analysis is fundamental for wind energy development. In this work, a generative adversarial network ha…
View article: DT-RRNS: Routing Protocol Design for Secure and Reliable Distributed Smart Sensors Communication Systems
DT-RRNS: Routing Protocol Design for Secure and Reliable Distributed Smart Sensors Communication Systems Open
A smart city has a complex hierarchical communication system with various components. It must meet the requirements of fast connection, reliability, and security without data compromise. Internet of Things technology is widely used to prov…
View article: Renewable Energies
Renewable Energies Open
View article: Reliability Analysis of Survivable Networks under the Hostile Model
Reliability Analysis of Survivable Networks under the Hostile Model Open
This article studies the Generalized Steiner Problem with Node-Connectivity Constraints and Hostile Reliability and introduces a metaheuristic resolution approach based on Greedy Randomized Adaptive Search Procedure and Variable Neighborho…
View article: Production Optimization in a Grain Facility through Mixed-Integer Linear Programming
Production Optimization in a Grain Facility through Mixed-Integer Linear Programming Open
This article introduces a Mixed-Integer Linear Programming model for cost optimization in multi-product multi-line production scheduling. This model considers discrete time windows and includes realistic constraints. The NP completeness of…
View article: A Multi Objective Evolutionary Algorithm based on Decomposition for a Flow Shop Scheduling Problem in the Context of Industry 4.0
A Multi Objective Evolutionary Algorithm based on Decomposition for a Flow Shop Scheduling Problem in the Context of Industry 4.0 Open
Under the novel paradigm of Industry 4.0, missing operations have arisen as a result of the increasingly customization of the industrial products in which customers have an extended control over the characteristics of the final products. A…
View article: Towards the Sign Function Best Approximation for Secure Outsourced Computations and Control
Towards the Sign Function Best Approximation for Secure Outsourced Computations and Control Open
Homomorphic encryption with the ability to compute over encrypted data without access to the secret key provides benefits for the secure and powerful computation, storage, and communication of resources in the cloud. One of its important a…
View article: Evolutionary latent space search for driving human portrait generation
Evolutionary latent space search for driving human portrait generation Open
This article presents an evolutionary approach for synthetic human portraits generation based on the latent space exploration of a generative adversarial network. The idea is to produce different human face images very similar to a given t…
View article: Waste bins location problem: A review of recent advances in the storage stage of the Municipal Solid Waste reverse logistic chain
Waste bins location problem: A review of recent advances in the storage stage of the Municipal Solid Waste reverse logistic chain Open
View article: ECD-UY, detailed household electricity consumption dataset of Uruguay
ECD-UY, detailed household electricity consumption dataset of Uruguay Open
View article: THC-REDUCED-consumption_data_202004.csv
THC-REDUCED-consumption_data_202004.csv Open
Sample of consumption_data_202004.csv
View article: THC-REDUCED-consumption_data_202010.csv
THC-REDUCED-consumption_data_202010.csv Open
Sample of consumption_data_202010.csv
View article: THC-REDUCED-consumption_data_201902.csv
THC-REDUCED-consumption_data_201902.csv Open
Sample of consumption_data_201902.csv