Search Results - "Quintero, M. Christian G."

Intelligent Driving Assistant Based on Road Accident Risk Map Analysis and Vehicle Telemetry by Terán, José, Navarro, Loraine, Quintero M, Christian G, Pardo, Mauricio

“…Through the application of intelligent systems in driver assistance systems, the experience of traveling by road has become much more comfortable and safe. In…”
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A Methodology for Energy Load Profile Forecasting Based on Intelligent Clustering and Smoothing Techniques by Jiménez Mares, Jamer, Navarro, Loraine, Quintero M., Christian G., Pardo, Mauricio

“…The electrical sector needs to study how energy demand changes to plan the maintenance and purchase of energy assets properly. Prediction studies for energy…”
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An Architecture to Improve Energy-related Time-Series Model Validity based on the Novel rMAPE Performance Metric by Mares, Jamer Jimenez, Charris, Daniela, Pardo, Mauricio, Quintero M, Christian G.

“…In this paper, an architecture based on computational intelligence for time series modeling is proposed to guarantee the automatic adjustability of trained…”
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A deep-learning-based grading system (ASAG) for reading comprehension assessment by using aphorisms as open-answer-questions by Mardini G, Ivan D, Quintero M, Christian G, Viloria N, César A, Percybrooks B, Winston S, Robles N, Heydy S, Villalba R, Karen

“…Today reading comprehension is considered an essential skill in modern life, therefore, higher education students require more specific skills to understand,…”
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Computational Intelligent Approaches for Non-Technical Losses Management of Electricity by González Rodríguez, Rubén, Jiménez Mares, Jamer, Quintero M., Christian G.

“…This paper presents an intelligent system for the detection of non-technical losses of electrical energy associated with the fraudulent behaviors of system…”
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HYRES: A Multi-Objective Optimization Tool for Proper Configuration of Renewable Hybrid Energy Systems by Donado, Katheryn, Navarro, Loraine, Quintero M., Christian G., Pardo, Mauricio

“…This paper presents the Hybrid Renewable Energy System (HYRES), a powerful tool to contribute to the viability analysis of energy systems involving renewable…”
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Improved genetic algorithm approach for coordinating decision-making in technological disaster management by Guerrero Granados, Bethsy, Quintero M., Christian G., Núñez, César Viloria

“…The increasing frequency of technological events has resulted in significant damage to the environment, human health, social stability, and economy, driving…”
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Multivariate Statistical Analysis for Training Process Optimization in Neural Networks-Based Forecasting Models by Jimenez, Jamer, Navarro, Loraine, Quintero M., Christian G., Pardo, Mauricio

“…Data forecasting is very important for electrical analysis development, transport dimensionality, marketing strategies, etc. Hence, low error levels are…”
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Intelligent Exploration Approaches Based on Utility Functions Optimization for Multi-Agent Environment Applications by Oñate-López, José, Navarro, Loraine, Quintero M., Christian G., Pardo, Mauricio

“…In this work, the problem of exploring an unknown environment with a team of agents and search different targets on it is considered. The key problem to be…”
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Multi-Objective Particle Swarm Optimization Approach for Population Classification in Emergency Management by Guerrero, Bethsy, Valle, Maria, Restrepo, Mauricio, Cardona, Jairo Alberto, Viloria-Nunez, Cesar, Quintero M., Christian G.

“…This paper aims to compare and evaluate several approaches from the state-of- the-art literature for developing a Multi-objective Particle Swarm Optimization…”
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Using genetic algorithm feature selection in neural classification systems for image pattern recognition by Gamarra A, Margarita R, Quintero M, Christian G

“…Pattern recognition performance depends on variations during extraction, selection and classification stages. This paper presents an approach to feature…”
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Enhancing disaster management through multi-objective water wave optimization for medical supplies storage and distribution by Guerrero, Bethsy, Quintero M., Christian G., Viloria-Núñez, César, Jimeno Paba, Miguel Ángel

“…This paper conducts a comparative analysis of advanced methodologies aimed at addressing the intricate task of scheduling medical supplies in both civilian and…”
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Computational Tool for Technological Risk Assessment in the Transport of Chemical Products by Diaz-Camacho, Brayan, Restrepo-Prada, Duban, Quintero M., Christian G., Viloria-Nunez, Cesar, Quiroga-Amaya, Jonathan

“…This article exposes the design of a computational tool for evaluating technological risks associated with transporting chemical products. First, a…”
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Multi-Objective Optimization for Medical Supplies Storage and Distribution in Disaster Management by Granados, Bethsy Guerrero, Quintero M, Christian G., Viloria-Nunez, Cesar, Paba, Miguel Angel Jimeno

“…This paper presents a comparative analysis of advanced methodologies designed to address the complex challenge of scheduling medical supplies in both the…”
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Generative AI: The key for everyday problems. A comparison proposal for new users by R, Oscar I. Iglesias, M, Christian G. Quintero

“…Generative AI is yet one of the biggest types of artificial intelligence brought to the public view, proposing a new vision and path for many industries around…”
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An efficiency-based multi-state system for reliable power delivery combining renewable sources by Navarro, Loraine, Quintero M., Christian G., Pardo, Mauricio

“…•The system allows transparent combination among sources using a DC diode OR-gate.•The use of diodes is justified since its power efficiency is as good as…”
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Driver behavior classification model based on an intelligent driving diagnosis system by Quintero M., Christian G., Lopez, Jose Onate, Cuervo Pinilla, Andres C.

“…This paper considers the problem of characterize the way people drive applied to driver assistance systems and integrated safety systems without using direct…”
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Looking for operational efficiency in itinerary assignment optimization: a comparison of different optimization approaches by Mendoza, Adrian Pabon, Onate Lopez, Jose, Quintero M, Christian G.

“…This research article presents the proposed approach to solve a common problem for companies that must plan their operations to meet their demand for…”
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Understanding Digital Transformation in Colombian States: A Machine Learning-based Approach by De La Hoz L, Valentina N., Quintero M, Christian G.

“…Digital Transformation, a strategic process that involves the development and implementation of digital and innovative models, impacts business efficiency,…”
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Intelligent Execution of Behaviors in a NAO Robot Exposed to Audiovisual Stimulus by Diaz, Sorelys Sandoval, Shaik, Jessied Maria Marriaga, Santofimio, Juan Camilo Gomez, Quintero M., Christian G.

“…Emotions and their intimate relationship with how humans interact with each other are currently studied as an alternative to stimulate what is called as…”
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