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ORCIDLA-CCI 2024: Bogota D.C., Colombia
- IEEE Latin American Conference on Computational Intelligence, LA-CCI 2024, Bogota D.C., Colombia, November 13-15, 2024. IEEE 2024, ISBN 979-8-3503-7457-5
- Dênis Oliveira, Anderson Ribeiro Duarte, Eduardo José da S. Luz, Gladston Moreira:
Reinforcement Learning for the Detection of Arbitrary Shaped Spatial Clusters. 1-6 - Te-Chuan Vicky Kuo, Stephen Chen:
Progressive Hierarchical Models for Multi-Category Image Classification. 1-6 - Brayan S. Figueroa, Cristhian I. Riaño, Cesar A. Peña, Alberto J. Alvares:
Artificial Vision System for Digital Inspection of Dimensional and Geometric Measurements in Closed-Loop Manufacturing Architecture. 1-6 - Juan J. Cuenca, Lina M. Cuenca-Silva, Alexis Zarate-Caballero, Diego Orjuela-Aguirre:
Extract-Transform-Load Process Leveraging Computer Vision to Enable Computer Modelling of Smart Grids. 1-6 - M. A. Pastrana, José Oniram de A. Limaverde Filho, Luiz Henrique Oliveira, Jaider Bautista, Eugênio L. F. Fortaleza, Daniel M. Muñoz:
Comparative analysis of bioinspired algorithms for tuning a flatness-based controller: A ball and beam case study. 1-6 - Ahyza Yined Prieto Rodríguez, Julián David Núñez Casilimas, Javier Alberto Chaparro:
Edge Artificial Intelligence Used to Activate Indicator Lights on Bicycle Helmets. 1-5 - Hugo Vinicius Bitencourt, Patrícia de Oliveira e Lucas, Omid Orang, Petrônio C. L. Silva, Frederico Gadelha Guimarães:
A weighted multivariate fuzzy time series method for multiple output high-dimensional time series forecasting in IoT applications. 1-6 - Kerly Vaca-Vallejo, Braulio Balseca-Dahua, Alexis Vaca-Barahona, Jaqueline Ponce-Pinos, José Morales-Gordon, Ramiro Isa-Jara:
A technology system for monitoring and predicting climate variables in an experimental greenhouse using IoT and Machine Learning. 1-6 - Camilo Espinosa-Curilem, Camilo Soto Novoa, Glória Curilem Saldías, Fernando Huenupán Quinan, Doris Sáez Hueichapan, Daniel Basualto Alarcón:
Improving volcanic event recognition through new seismic signals representation. 1-6 - Natalia S. Teixeira, M. A. Pastrana, Henrique G. Moura, Daniel M. Muñoz:
Bringing Bearing Fault Detection to Embedded Systems Using Low-Cost Machine Learning Techniques. 1-6 - Murilo Moreira Mello, Hugo Valadares Siqueira, Jeferson José de Lima, Marcella Scoczynski:
Evaluating PID Controller Tuning via Metaheuristics: A Comparative Case Study. 1-5 - Marcelo Aguiar, Marley M. B. R. Vellasco, Ricardo Tanscheit, Manoela Kohler, Marco Aurélio Pacheco:
Remaining Useful Life Prediction of Turbofan Engines with Fuzzy Systems. 1-6 - Jessenia Piza-Londoño, Edgar J. Andrade-Lotero:
Leveraging Semantic Parsing using Text Embeddings and Reinforcement Learning. 1-6 - Robinson Salgado, Gaddiel Alvarado, Luis Loo:
Optimization of Energy Demand Management in Cold Storage Systems: Advances through the Integration of IoT, Machine Learning, and AI. 1-6 - Diego Ordenes, Francisco Cruz:
Visual Object Affordances using Geometric Characteristics for Early Risk Detection. 1-6 - José Ricardo Bermúdez Santaella, Oscar J. Suarez, Juan José Cabello Eras:
A Neuro-fuzzy Internal Model Controller and its Application in Turbochargers. 1-6 - Adriano F. Andrade, Guilherme Silva, Pedro Silva, Dênis Oliveira, Gladston Moreira, Eduardo Luz:
Exploring Remote Cardiac Signals for Biometric Verification: A Study Using Eulerian Video Magnification. 1-6 - Vanessa Mendonça, Mikael Santos, Daniel M. Muñoz, Carlos H. Llanos:
Fuzzy Logic for Assessing the Health of a Corn Crop within Family Farming. 1-6 - Alfonso Opazo, Angel Ayala, Pablo V. A. Barros, Bruno J. T. Fernandes, Francisco Cruz:
eXplainable Reinforcement Learning Using Introspection in a Competitive Scenario. 1-6 - Heitor Teixeira de Azambuja, Nadia Nedjah, Luiza de Macedo Mourelle:
Automatic Routing of Printed Circuit Board Traces Using Ant Colony Optimization Algorithm. 1-6 - Douglas Almeida Vidal, Adriano Madureira, Walter Dos Santos, Glauco Estácio Gonçalves, Saulo William Da Silva Costa, Marcos César da Rocha Seruffo:
Enhancing Software Quality: A Multicriteria Decision-Making Approach for Identifying Defective Modules. 1-6 - Jose Vargas, Roger Martínez, Luis Loo:
Enhancing Photovoltaic Energy Forecasting with Machine Learning: A Comparison Study of XGBoost, LightGBM and LSTM Models. 1-6 - Pedro M. Wightman:
Twisted Games: A First Experience of Inclusion of AI tools in First Year Programming Classes. 1-6 - Amanda Lucas Pereira, Manoela Kohler, Jose David Bermudez Castro, Marco Aurélio Cavalcanti Pacheco:
Semi and Self-supervised Learning for Multi-label Image Classification: An Underwater Inspection Imagery Application. 1-6 - Laura M. Parra Navarro, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco:
Exploring State-of-the-Art LLMs from BERT to XLNet: A study over Question Answering. 1-6 - Paola Edith Ayma Quirita, Abdigal Gabriel Camargo Barra, Laura Milena Parra Navarro, Amanda Lucas Pereira, Jose David Bermudez Castro, Manoela Kohler, Marco Aurélio Pacheco:
Canopy Height Estimation in Brazilian Amazon using Multisource Remote Sensing Datasets. 1-6 - Cristian Gabriel Bastidas, Kevin Alexander Pérez, Ángel Leonardo Valdivieso Caraguay, Lorena Isabel Barona López, Marco E. Benalcázar:
Comparison of Hand Gesture Recognition Models Combining Supervised Learning and Reinforcement Learning. 1-11 - Isadora Xavier, Edvaldo Veiga, Andrea Maria Nogueira Cavalcanti Ribeiro, Rodrigo de Paula Monteiro, Marcos Oliveira, Rodrigo Amaro, Diego Pinheiro:
Towards the Identification of Money Laundering in Bank Transactions using Recurrent Neural Networks. 1-5 - Edwin Salcedo:
Graph Learning-based Regional Heavy Rainfall Prediction Using Low-Cost Rain Gauges. 1-6 - M. A. Pastrana, L. H. Oliveira, J. Bautista, Jesús Emilio Pinto-Lopera, Jose Mendoza-Peñaloza, Daniel M. Muñoz:
Sub-optimal Perceptron Controller Using WOA Algorithm for Farming Watering Mobile Robot. 1-6 - Sarah Zelaya, Edil Madrid, Luis Loo:
LSTM and Isolation Forest integration for industrial motor failure prediction using vibration analysis. 1-6 - Matheus de S. Luiz, M. A. Pastrana, Lukas. A. Da Silva, Pamela. R. A. N. Campagnucci, Jose Mendoza-Peñaloza, Rafael R. L. Benevides, Daniel M. Muñoz:
Comparison of Bioinspired MLP Controllers for Mobile Robots Obstacle Following/Avoidance. 1-6 - Juan Camilo Bautista Cifuentes, Sergio Andrés Marín Patiño, Esteban Morales Mahecha, Javier Alberto Chaparro:
Hand Gesture Classifier Using Edge Artificial Intelligence. 1-6 - Lyanh Vinicios Lopes Pinto, André Vinicius Neves Alves, Adriano Madureira Dos Santos, Flávio Rafael Trindade Moura, Walter Dos Santos Oliveira Júnior, Jefferson Magalhães de Morais, Roberto Célio Limão de Oliveira, Diego Lisboa Cardoso, Marcos César da Rocha Seruffo:
Optimized Assertiveness-Cost Evaluation: An Innovative Performance Measuring Method for Machine Learning Models. 1-6 - Franklin Cardeñoso Fernandez, Robinson Luiz Souza Garcia, Wouter Caarls:
Comparison of LLM Models and Strategies for Structured Query Construction from Natural Language Queries. 1-6 - Juan Pisco-Jordán, Luis Ramos-Pozo, Danaé Townsend-Hinostroza, Ana Tapia-Rosero:
xf-Calc: Towards a Fair Comparison Between Approaches for Fuzzy Numbers Arithmetic. 1-6 - Xiaoou Li, Wen Yu:
Neural Networks Fusion for Enhanced Time Series Forecasting with Missing Data. 1-6 - Arianne Sarmento Torcate, Maíra Araújo de Santana, Juliana Carneiro Gomes, Flávio Secco Fonseca, Wellington Pinheiro dos Santos:
Hybrid architectures based on Deep-wavelet networks for emotion recognition as a tool to support personalized therapies. 1-6 - Pablo Coelho, Guilherme Silva, Dênis Oliveira, Gladston Moreira, Eduardo Luz, Pedro Silva:
Periocular EfficientNet: A Deep Model for Periocular Recognition. 1-6 - Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Exploring Social Dynamics in a Reinforcement Learning-based Metaheuristic: A study using Improvement Frequency and Population Turnover. 1-6 - Ariel Isaac Posada Barrera, Laura Margarita Rodríguez Peralta, Éldman de Oliveira Nunes, Paulo Nazareno Maia Sampaio, Fabian Leonardo Cuesta Astudillo:
Beyond One Room: Comprehensive Predictive Analysis of CO2 in Indoor Air Quality. 1-6 - Rafael Holanda, Rodrigo Monteiro, Carmelo J. A. Bastos Filho:
Entropy-driven ECG Arrhythmia Classification. 1-6 - Inés Apablaza, Martín Saavedra, Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz:
Safety first: Toward safe action selection with contextual affordances. 1-6 - Dawit Gulta, Stephen Chen:
Improvements to Dual Annealing in SciPy. 1-6 - Flávio Secco Fonseca, Adrielly Sayonara de Oliveira Silva, Maria Euclécia Albuquerque Da Silva, Maria Vitória Soares Muniz, Arthur Moreira Nogueira de Melo, Wesley Gregorio Machado, Camila Narjara Silva de Sá Moura, Arianne Sarmento Torcate, Ana Cristina de Albuquerque Montenegro, Maíra Araújo de Santana, Juliana Carneiro Gomes, Wellington Pinheiro dos Santos:
Development of an Electrode Reduction Model to Support ASD Diagnosis Based on EEG and Machine Learning. 1-6 - Brenda Barros Alves Da Silva, Rodolfo Moreira Pereira, Cleyton Mário de Oliveira Rodrigues, Roberta Andrade de Araújo Fagundes:
Analyzing Patterns of Violence Against Women in Pernambuco Using Self-Organizing Maps and Apriori Algorithm. 1-6 - Edwin Salcedo, Cesar Huanca, Pamela Patzi:
Enabling Efficient Royal Quinoa Quality Inspection via Mobile-based Foreign Body Detection. 1-6 - Claudio Adriano Vieira, Paulo Victor dos Santos, Heron Oliveira dos Santos Lima, Jeferson José de Lima, Marcella Scoczynski:
Application of machine learning models for predicting variables of industrial processes: A case study in a petrochemical industry. 1-6 - Rodolfo Canelón, Francisco Cruz, Irisysleyer Barrios:
A text mining-based method for domains using AI generative text-to-text. 1-6 - Juan E. Mora-Zarate, Claudia L. Garzón-Castro, Jorge A. Castellanos Rivillas:
Construction and Evaluation of a Dynamic Sign Dataset for the Colombian Sign Language. 1-5 - Dalia Trujillo Penagos, Nelson Agudelo:
Agile testing using user language automation with artificial intelligence in Enjisst. 1-5 - José Alfredo Ferreira Costa, Esdras Daniel de Sousa Araújo Silva, Stefane de Oliveira Silva, Nielsen Castelo D. Dantas:
Multi-Label Classification of Legal Cases According to the Sustainable Development Goals Using Machine Learning Algorithms. 1-6 - José Ignacio Díaz Villa, Patricio Loncomilla, Javier Ruiz-del-Solar:
YotoR-You Only Transform One Representation. 1-6 - Yerlin Barahona, Willhem Baquedano, Luis Loo:
Profitability Prospects for Residential Photovoltaic Installations in Honduras under Foggy Conditions: A Machine Learning Approach to Photovoltaic Production Prediction using Sarima and Linear Regression. 1-6 - Abdigal Camargo, Geilson Araujo, Alexandre Sanchetta, Manoela Kohler, Mauro Becker, Marco Aurélio Pacheco, Thais Fernandes, Bernardo Coutinho:
Lithology Identification in Carbonate Thin Section Images of the Brazilian Pre-Salt Reservoirs. 1-6 - Cristofer Silva, Matheus Coelho, Umberto Tenório de Barros Filho, Andrea Maria Nogueira Cavalcanti Ribeiro, Rodrigo de Paula Monteiro, Diego Pinheiro:
A Unified Framework for Replicability of Anomaly Detection in Multiple Time Series: Enhancing GANF and RanSynCoders Pipelines with MFCC Feature Extraction for Acoustic Data. 1-6 - Coryna Rodríguez, Alvaro D. Orjuela-Cañón, Natalia Buitrago-Ricaurte:
Acute Respiratory Infection Time Series Forecasting Based On Natural Language Processing Models. 1-5
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