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LA-CCI 2023: Recife, PE, Brazil
- IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023, Recife, PE, Brazil, October 29 - November 1, 2023. IEEE 2023, ISBN 979-8-3503-4807-1
- Manuel Freire, Raúl Marichal, Ernesto Dufrechou, Pablo Ezzatti, Martín Pedemonte:
Trajectory-based Metaheuristics for Improving Sparse Matrix Storage. 1-6 - Allana Rocha, Bruno J. T. Fernandes, Leandro H. de S. Silva:
Evaluation of Deep Learning Model for Detecting Electronic Components in Few-Shot Learning Scenarios. 1-6 - Cristian Millán-Arias, Marie Chantelle Cruz Medina, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Allana Rocha, Leandro Honorato de Souza Silva, Cleyton M. O. Rodrigues, João Fausto Lorenzato de Oliveira, Paulo Christiano Sobral, Nathália Cauás, Bruno José Torres Fernandes:
Legal Judgement Prediction: A comparative analysis of legal documents in Brazil. 1-6 - Jander R. S. Vieira, Maria G. L. Silva, Sergio C. Oliveira, Byron L. D. Bezerra, Eduardo Fontana:
A Bayesian Risk Classification System Based on Two-Stage Clustering For Flashover Occurrence In High Voltage Insulator String. 1-6 - Renan Costa Alencar, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Augusto Neto, Eduardo Kalfels, Fernando Vasconcellos, Marcia Rodrigues, Ivan Fretta, Danilo Silva:
Evaluating Multi-Level Clustering Approaches to Route Sales Agents. 1-6 - Agostinho Freire, Rafaella De Lima Roque, Leandro H. de S. Silva, Bruno J. T. Fernandes:
Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values. 1-6 - Stephen Chen
, Shehnaz Islam, Shanshan Lao:
The Danger of Metaphors for Metaheuristic Design. 1-6 - Jonas Krause
Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video Features. 1-6 - Pietro B. S. Masur, Willams L. Costa, Lucas S. Figueredo, Veronica Teichrieb:
Leveraging Previous Facial Action Units Knowledge for Emotion Recognition on Faces. 1-6 - Elias José De Rezende Freitas
An Autonomous Mobile Robot Path Planner using Spline Curves and Differential Evolution. 1-6 - Rafael Roque, Rodrigo Paula, Daniel Bezerra, Iago Rodrigues, Robson Lins, Michelle Tenca, Gabriel Almeida:
A PSO-SVR Based Resource Allocation Approach for Network Function Virtualization. 1-6 - Iara Cunha, Marcos Eduardo Valle:
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming. 1-6 - Brunna C. R. S. Furriel, Artur Paulo, Guilherme Ribeiro, Paulo Santos, Eduardo Reis, Giovanna Mendes, Joselisa Q. Paiva, Rafael Loureiro, Letícia Rittner, Márcio Reis:
Convolutional Neural Network for Pleural Effusion Classification. 1-6 - Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms. 1-6 - Jordão da Silva, Thommas K. S. Flores, Silvan Júnior, Ivanovitch Silva:
TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance. 1-6 - Jimena Ferreira
Does Kaizen Programming need a physic-informed mechanism to improve the search? 1-6 - Eddy Martínez, Herlan Vindel, Tony Medina, Ramón Sandoval, Luis Figueroa, Ladislao Puentes, Luis Loo:
Prediction model designing of traffic accidents in Honduras using LSTM neural network : "Road safety is everyone's job.". 1-6 - Giordano Araújo Régis Toscano, Tarcísio Daniel Pontes Lucas:
SSDP-H: Hybrid Approaches for Subgroup Discovery on High-Dimensional Datasets. 1-6 - Anderson Alves De Souza, Pedro H. de Barros Falcão, Alexandre Magno Andrade Maciel:
Integrating an Educational Data Mining Framework Avatar into Moodle to Improve Student Outcome. 1-6 - Mario Torrez-Callisaya, Guillermo Sahonero-Alvarez:
Frost Forecast and Early Alarm System based on Deep Learning. 1-6 - Ricardo F. Soto, Sebastián E. Godoy:
A novel feature extraction approach for skin cancer screening using active thermography. 1-6 - Cristian Millán-Arias, Bruno J. T. Fernandes, Sérgio Fernandes, Mavio Bispo:
General Cephalometric Landmark Detection for Different Source of X-Ray Images. 1-6 - Rebeca Padovani Ederli, Didier A. Vega-Oliveros, Aurea Soriano-Vargas, Anderson Rocha, Zanoni Dias:
Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data. 1-6 - Ricardo Batista das Neves Junior, Silas Nascimento, Byron Leite Dantas Bezerra:
A Robust Approach to Detect Occlusions During Camera-Based Document Scanning. 1-6 - Ning Tao, Anthony Ventresque, Takfarinas Saber:
Program Synthesis with Generative Pre-trained Transformers and Grammar-Guided Genetic Programming Grammar. 1-6 - Igor A. M. Dias, Carlos Henrique Quartucci Forster:
Design and Evaluation of Sentiment Analysis as a Decision Tool Regarding Market Assets. 1-6 - Luiz Felipe Vieira Verçosa, Carmelo J. A. Bastos Filho, Byron L. D. Bezerra:
An Approach for Analysing Law Processes based on Hierarchical Activities and Clustering. 1-6 - Antonio Lundgren, Richard Rocha, Byron L. D. Bezerra, Carmelo J. A. Bastos Filho:
Novel Image Dataset and Proposal of Framework for Visual Semantic Analysis Applied on Object Dangerousness Prediction. 1-6 - João G. R. de Carvalho, Bruno J. T. Fernandes, Igor S. Farias, Camila F. S. Campos:
Analysis of different machine learning approaches in the context of urban mobility: a systematic review. 1-6 - Roberto Douglas Guimarães de Aquino
CNN classification subject to practical aspects of Search and Rescue UAV missions. 1-6 - Ivan I. Ríos-Villalba, Santiago Arce, Luis Ayala Albertini, Diego P. Pinto-Roa:
Routing and Spectrum Assignment in Elastic Optical Networks through a Hybrid Approach based on K-Shortest Paths and Q-Learning. 1-6 - Umberto Tenório de Barros Filho, Paulo Rocha, Marcos Oliveira, Andrea Maria Nogueira Cavalcanti Ribeiro, Rodrigo de Paula Monteiro, Diego Pinheiro
Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging. 1-6 - Ernesto Portugal, Angel Ayala, Francisco Cruz, Bruno J. T. Fernandes, Sérgio Murilo Maciel Fernandes:
Time estimation for deep learning model's inference in distributed processing units. 1-6 - David Josué Barrientos Rojas, Bruno J. T. Fernandes, Cleyton M. O. Rodrigues, Leandro H. de S. Silva, Allana Rocha, Paulo Christiano Sobral:
Fine-Tuning MultiFit for Enhanced Legal Sentence Basis Classification. 1-6 - Carlos Silva, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho:
Impact Assessment of Memetic Operators on Communication Topologies for the PSO. 1-6 - Lucas David
Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings. 1-6 - Arianne Sarmento Torcate, Maíra Araújo de Santana, Wellington Pinheiro dos Santos:
Emotion Recognition to Support Personalized Therapy: An Approach Based on a Hybrid Architecture of CNN and Random Forest. 1-6 - Emilly Pereira Alves, Felipe Alberto B. S. Ferreira, Francisco Madeiro, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira:
Hybrid System with Dynamic Classification for Combining Time Series Forecasts. 1-6 - Nathália Cauás, Cristian Millán-Arias, Débora Heloísa Silva De Brito, Cláudia Cristina Brayner De Oliveira Mota, Márcia Maria De Oliveira Da Fonseca, Aronita Rosenblatt, Bruno J. T. Fernandes:
Detection of Cavities in Radiographs Using Machine Learning: Approaches for Limited Data. 1-6 - Gabriel Baruque, Wouter Caarls:
All Action Updates for Reinforcement Learning with Costly Features. 1-6 - Daniel Soto, Wilson Soto:
A Multi-Agent Based Algorithm for Quadratic Assignment Problem. 1-6 - Gustavo A. Amarilla S, Diego H. Stalder, Max Pasten, Diego P. Pinto-Roa:
Comparative Analysis of Statistical and Recurrent Neural Network Models for Short-Term River Level Forecasting in the Paraguay River. 1-6 - Thiego Buenos Aires de Carvalho, Denis Mayr Lima Martins, Fernando Buarque de Lima Neto:
Human-in-the-Loop Evolution of Database Views for Data Exploration. 1-6 - Leandro H. de S. Silva, Agostinho Freire, George O. de A. Azevedo, Sergio C. Oliveira, Bruno J. T. Fernandes:
Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation. 1-5 - André L. S. Xavier, Bruno J. T. Fernandes, João F. L. de Oliveira:
Hybrid Model and Ensemble for Inflation Forecasting: A Machine Learning Approach. 1-6 - Adriano Madureira Dos Santos, Flávio Rafael Trindade Moura, André Vinicius Neves Alves, Lyanh Vinicios Lopes Pinto, Fernando Augusto Ribeiro Costa, Walter Dos Santos Oliveira Júnior, Diego Lisboa Cardoso, Marcos César da Rocha Seruffo:
Artificial Intelligence in Education 5.0: a methodology for three-dimensional geometric shape classification for an educational tool. 1-6 - João Vinicius Ribeiro De Andrade, Teobaldo Gabriel De Souza Junior
Assessing the Effect of Urban Expansion and Deforestation on Temperature Rise in Cajazeiras, Brazil: A Data-Driven Approach. 1-6 - Ning Tao, Anthony Ventresque, Takfarinas Saber:
Many-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. 1-6 - Lucas Accioly Teixeira, Raquel Bezerra Calado, Alexandre M. A. Maciel:
Textual Mining using Deep Learning in official journals. 1-6 - Luis C. Parra Camacho, Wouter Caarls:
Optimized Fuzzy Logic Controller for a Bipedal Walking Robot. 1-6 - Cristian Millán-Arias, Jean Felipe Coelho Ferreira, Lucas Matheus Da Silva Oliveira, Bruno J. T. Fernandes, Diogo Passarelli:
Anomaly Detection in Conveyor Belt Using a Deep Learning Model. 1-6 - Antonio V. A. Lundgren, Cristian Millán-Arias, Alexandre R. M. Pereira, Lucas M. R. Santos, Carmelo J. A. Bastos Filho, Bruno J. T. Fernandes, Alexandre M. A. Maciel, Jorge Tortato, Alexandre Krzyzanovski, Renan Wille:
Optimization of Deep Neural Networks for Vehicle Classification. 1-6 - Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. F. Mendoza, Marco Aurélio Pacheco:
DRQN to optimize viewpoint planning in underwater environments. 1-6 - Igor de Moura Philippini, Ladson Gomes Silva, Stefan Blawid
Enhancing Crop Clinic Assistance: Empowering Plant Disease Detection through Multi-task Machine Learning. 1-6 - Daniel Ribeiro Dessaune, Jornandes Dias Da Silva, Bruno José Torres Fernandes:
Study of an unsteady amperometric biosensor using a computational model. 1-6 - Percy Maldonado Quispe
Image Dehazing Using a Simple Convolutional Autoencoder. 1-6 - Stephen Chen
Footprinting the Behaviour of Particle Swarm Optimization with Increasing Dimensionality. 1-6 - Jordan Luke, Dania Tamayo-Vera, Antonio Bolufé Röhler, Mark Bowlan:
Automatic classification of categories for Great Hobbies Inc. based on Vendor Information. 1-6 - Sérgio de Vasconcelos Filho, Fernando M. de Paula Neto:
RemissIA: a remission identification approach in cancer patients using machine learning ensembles. 1-6 - André Assis, Douglas Véras, Ermeson Carneiro de Andrade:
Explainable Artificial Intelligence - An Analysis of the Trade-offs Between Performance and Explainability. 1-6 - Zherui Tong, Angel Ayala, Eduardo Benítez Sandoval, Francisco Cruz:
Urban Autonomous Driving of Emergency Vehicles with Reinforcement Learning. 1-6 - Gabriel Anunciação Kopte, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto:
Improving Transferability of Population-Based Learning-to-Optimize Algorithms Through Imitation Learning. 1-6 - Pietro B. S. Masur, Francisco Bráulio Oliveira, Lucas Moreira Medino, Emanuel Huber, Milene Haraguchi Padilha, Cássio De Alcantara, Renata Sellaro:
Exploring Lip Segmentation Techniques in Computer Vision: A Comparative Analysis. 1-6 - Letícia Portela, Angel Ayala, Bruno J. T. Fernandes, Igor S. Farias, Gervásio Neto, Mouglas Eugênio Nasário Gomes:
Re-purposing Machine Learning Models: A Human Action Recognition Model Turned Violence Detector. 1-6 - HeráClio Almeida Da Costa, Edmar Candeia Gurjão, Vitor Trindade Rocha Ribeiro:
Evaluating the Inclusion of Images with Artifacts in Medical Image Databases of Mammography for Machine Learning. 1-5 - Ade Indra Onthoni, Prasan Kumar Sahoo
Instance Segmentation based Object Detection with Enhanced Path Aggregation Network. 1-6 - João Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin:
Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents. 1-6 - Paz Esparza, Alejandro Ferreira
Automatic Crack Detection in Ore Leach Dump using Transfer Learning. 1-6 - Caio B. Viana, Carlos J. M. Araújo, Danilo R. B. de Araújo:
Identifying Physical Unclonable Functions Using Classifier Algorithms. 1-5 - Leandro Ferreira Moura Filho, Rodrigo de Paula Monteiro, Diego Pinheiro
Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine Learning. 1-6 - Vinícus Oliveira Barros, Celso A. M. Lopes Junior, Byron Leite Dantas Bezerra:
Interpretability of an Automatic Handwritten Signature Verification Model. 1-6 - Arthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra:
A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic. 1-6
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