Anderson da Silva Soares

According to our database, Anderson da Silva Soares authored at least 58 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A survey and study impact of tweet sentiment analysis via transfer learning in low resource scenarios.

Manoel Veríssimo dos Santos Neto, Nádia Félix F. da Silva, Anderson da Silva Soares

Lang. Resour. Evaluation, March, 2024

Deep-Q-Network hybridization with extended Kalman filter for accelerate learning in autonomous navigation with auxiliary security module.

Carlos Daniel de Sousa Bezerra, Flávio Henrique Teles Vieira, Anderson da Silva Soares

Trans. Emerg. Telecommun. Technol., February, 2024

2023

CORAA ASR: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese.

Arnaldo Cândido Júnior, Edresson Casanova, Anderson da Silva Soares, Frederico Santos de Oliveira, Lucas Oliveira, Ricardo Corso Fernandes Junior, Daniel Peixoto Pinto da Silva, Fernando Gorgulho Fayet, Bruno Baldissera Carlotto, Lucas Rafael Stefanel Gris, Sandra Maria Aluísio

Lang. Resour. Evaluation, September, 2023

Yin Yang Convolutional Nets: Image Manifold Extraction by the Analysis of Opposites.

Augusto Seben da Rosa, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior

CoRR, 2023

Evaluating OpenAI's Whisper ASR for Punctuation Prediction and Topic Modeling of life histories of the Museum of the Person.

Lucas Rafael Stefanel Gris, Ricardo Marcacini, Arnaldo Cândido Júnior, Edresson Casanova, Anderson da Silva Soares, Sandra Maria Aluísio

CoRR, 2023

CML-TTS: A Multilingual Dataset for Speech Synthesis in Low-Resource Languages.

Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Anderson da Silva Soares, Arlindo R. Galvão Filho

Proceedings of the Text, Speech, and Dialogue - 26th International Conference, 2023

Evaluation of Speech Representations for MOS Prediction.

Frederico S. Oliveira, Edresson Casanova, Arnaldo Cândido Júnior, Lucas R. S. Gris, Anderson da Silva Soares, Arlindo R. Galvão Filho

Proceedings of the Text, Speech, and Dialogue - 26th International Conference, 2023

2022

A single speaker is almost all you need for automatic speech recognition.

Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti

CoRR, 2022

PTL-AI Furnas Dataset: A Public Dataset for Fault Detection in Power Transmission Lines Using Aerial Images.

Frederico Santos de Oliveira, Marcelo de Carvalho, Pedro Henrique Tancredo Campos, Anderson da Silva Soares, Arnaldo Cândido Júnior, Ana Cláudia Rodrigues Da Silva Quirino

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Deep Learning Brasil at ABSAPT 2022: Portuguese Transformer Ensemble Approaches.

Juliana Resplande Sant'Anna Gomes, Eduardo Augusto Santos Garcia, Adalberto Ferreira Barbosa Junior, Ruan Chaves Rodrigues, Diogo Fernandes Costa Silva, Dyonnatan Ferreira Maia, Nádia Félix Felipe da Silva, Arlindo Rodrigues Galvão Filho, Anderson da Silva Soares

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

Brazilian Portuguese Speech Recognition Using Wav2vec 2.0.

Lucas Rafael Stefanel Gris, Edresson Casanova, Frederico Santos de Oliveira, Anderson da Silva Soares, Arnaldo Cândido Júnior

Proceedings of the Computational Processing of the Portuguese Language, 2022

A new big data architecture for efficient processing of spatiotemporal data using Machine Learning.

Sávio Salvarino Teles de Oliveira, Vagner J. do Sacramento Rodrigues, Wellington S. Martins, Anderson da Silva Soares

Proceedings of the XXIII Brazilian Symposium on Geoinformatics, 2022

CEIA-NLP at CASE 2022 Task 1: Protest News Detection for Portuguese.

Diogo Fernandes Costa Silva, Adalberto Ferreira Barbosa Junior, Gabriel Marques, Anderson da Silva Soares, Arlindo Rodrigues Galvão Filho

Proceedings of the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text, 2022

2021

CORAA: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese.

Arnaldo Cândido Júnior, Edresson Casanova, Anderson da Silva Soares, Frederico Santos de Oliveira, Lucas Oliveira, Ricardo Corso Fernandes Junior, Daniel Peixoto Pinto da Silva, Fernando Gorgulho Fayet, Bruno Baldissera Carlotto, Lucas Rafael Stefanel Gris, Sandra Maria Aluísio

CoRR, 2021

SC-GlowTTS: An Efficient Zero-Shot Multi-Speaker Text-To-Speech Model.

Edresson Casanova, Christopher Shulby, Eren Gölge, Nicolas Michael Müller, Frederico Santos de Oliveira, Arnaldo Candido Jr., Anderson da Silva Soares, Sandra Maria Aluísio, Moacir Antonelli Ponti

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

Deep Learning Brasil - NLP at SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets.

Manoel Veríssimo dos Santos Neto, Ayrton Denner da Silva Amaral, Nádia Félix Felipe da Silva, Anderson da Silva Soares

CoRR, 2020

Improving Irregularly Sampled Time Series Learning with Dense Descriptors of Time.

Rafael Teixeira Sousa, Lucas A. Pereira, Anderson da Silva Soares

CoRR, 2020

Deep Learning Brasil - NLP at SemEval-2020 Task 9: Sentiment Analysis of Code-Mixed Tweets Using Ensemble of Language Models.

Manoel Veríssimo dos Santos Neto, Ayrton Denner da Silva Amaral, Nádia Félix F. da Silva, Anderson da Silva Soares

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

A Systematic Mapping Study on Software Testing for Systems-of-Systems.

Vinicius Carvalho Lopes, Marcus Norberto, Douglas Winston R. S., Mohamad Kassab, Anderson da Silva Soares, Roberto Oliveira, Valdemar Vicente Graciano Neto

Proceedings of the SAST 20: 5th Brazilian Symposium on Systematic and Automated Software Testing, 2020

Portuguese Language Models and Word Embeddings: Evaluating on Semantic Similarity Tasks.

Ruan Chaves Rodrigues, Jéssica Rodrigues da Silva, Pedro Vitor Quinta de Castro, Nádia Félix Felipe da Silva, Anderson da Silva Soares

Proceedings of the Computational Processing of the Portuguese Language, 2020

On Sharing Information Between Sub-populations in MOEA/S.

Lucas de Almeida Ribeiro, Michael Emmerich, Anderson da Silva Soares, Telma Woerle de Lima

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Detection of Tumoral Epithelial Lesions Using Hyperspectral Imaging and Deep Learning.

Daniel Vitor de Lucena, Anderson da Silva Soares, Clarimar José Coelho, Isabela Jubé Wastowski, Arlindo Rodrigues Galvão Filho

Proceedings of the Computational Science - ICCS 2020, 2020

New search operators for node-depth based encoding.

Gustavo Post Sabin, Telma Woerle de Lima, Anderson da Silva Soares

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Improving Face Recognition Accuracy for Brazilian Faces in a Criminal Investigation Department.

Jones José da Silva Júnior, Anderson da Silva Soares

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Epistasis-based FSA: Two versions of a novel approach for variable selection in multivariate calibration.

Lauro C. M. de Paula, Anderson da Silva Soares, Telma Woerle de Lima Soares, Celso Gonçalves Camilo-Junior, Clarimar José Coelho, Anselmo E. de Oliveira

Eng. Appl. Artif. Intell., 2019

Multilingual Transformer Ensembles for Portuguese Natural Language Tasks.

Ruan Chaves Rodrigues, Jéssica Rodrigues da Silva, Pedro Vitor Quinta de Castro, Nádia Félix Felipe da Silva, Anderson da Silva Soares

Proceedings of the ASSIN 2 Shared Task: Evaluating Semantic Textual Similarity and Textual Entailment in Portuguese co-located with XII Symposium in Information and Human Language Technology (STIL 2019), 2019

Contextual Representations and Semi-Supervised Named Entity Recognition for Portuguese Language.

Pedro Vitor Quinta de Castro, Nádia Félix Felipe da Silva, Anderson da Silva Soares

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Generating Reduced Tests for FSMs using a Search-Based Testing Approach.

Mariana Soller Ramada, Telma Woerle de Lima, Anderson da Silva Soares, Adenilso Simão

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Predicting Diabetes Disease Evolution Using Financial Records and Recurrent Neural Networks.

Rafael Teixeira Sousa, Lucas A. Pereira, Anderson da Silva Soares

CoRR, 2018

Portuguese Named Entity Recognition Using LSTM-CRF.

Pedro Vitor Quinta de Castro, Nádia Félix Felipe da Silva, Anderson da Silva Soares

Proceedings of the Computational Processing of the Portuguese Language, 2018

A New Clustering-based Thresholding Method for Human Skin Segmentation Using HSV Color Space.

Rafael Divino Ferreira Feitosa, Anderson da Silva Soares, Lucas Calabrez Pereyra

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

2017

Modern Metaheuristic with Multi-Objective Formulation for the Variable Selection Problem.

Lauro Cássio Martins de Paula, Anderson da Silva Soares, Telma Woerle de Lima Soares, Anselmo E. de Oliveira, Clarimar José Coelho

J. Comput. Sci., 2017

Parallel regressions for variable selection using GPU.

Lauro Cássio Martins de Paula, Anderson da Silva Soares, Telma W. L. Soares, Arlindo R. G. Filho, Clarimar José Coelho, Alexandre C. B. Delbem, Wellington Santos Martins

Computing, 2017

Variable selection as a non-completely decomposable problem: a case study in multivariate calibration.

Lauro C. M. de Paula, Anderson da Silva Soares, Telma W. L. Soares, Clarimar José Coelho

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A Stochastic Approach of SIRC Model Using Individual-Based Epidemiological Models.

Arlindo Rodrigues Galvão Filho, Telma Woerle de Lima, Anderson da Silva Soares, Clarimar José Coelho

Proceedings of the Progress in Artificial Intelligence, 2017

Method for Text Entry in Smartwatches Using Continuous Gesture Recognition.

Thamer Horbylon Nascimento, Fabrízzio Alphonsus A. M. N. Soares, Pouang Polad Irani, Leandro Luíz Galdino de Oliveira, Anderson da Silva Soares

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Integer-based genetic algorithm for feature selection in multivariate calibration.

Rhelcris S. Sousa, Telma Woerle de Lima, Lauro C. M. de Paula, Roney Lopes Lima, Arlindo R. G. Filho, Anderson da Silva Soares

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Node-depth phylogenetic-based encoding, a spanning-tree representation for evolutionary algorithms. part I: Proposal and properties analysis.

Telma Woerle de Lima, Alexandre Cláudio Botazzo Delbem, Anderson da Silva Soares, Fernando Marques Federson, João Bosco Augusto London Junior, Jeffrey Van Baalen

Swarm Evol. Comput., 2016

A feasibility cachaca type recognition using computer vision and pattern recognition.

Bruno Urbano Rodrigues, Anderson da Silva Soares, Ronaldo Martins da Costa, Jeffrey Van Baalen, Rogério Lopes Salvini, F. A. Silva, Márcio Caliari, Karla Cristina Rodrigues Cardoso, Tânia Isabel Monteiro Ribeiro, Alexandre C. B. Delbem, Fernando Marques Federson, Clarimar José Coelho, Gustavo Teodoro Laureano, Telma Woerle de Lima

Comput. Electron. Agric., 2016

Text input in Smartwatches Based Gestures Using Geometric Shape.

Thamer H. Nascimento, Fabrízzio Alphonsus A. M. N. Soares, Cristiane Bastos Rocha Ferreira, Leandro Luís Galdino Oliveira, Anderson da Silva Soares, Pourang P. Irani, Marcos Alves Vieira

Proceedings of the 15th Brazilian Symposium on Human Factors in Computer Systems, 2016

An Evolutionary Algorithm for Autonomous Robot Navigation.

Anderson da Silva Soares, Telma Woerle de Lima Soares

Proceedings of the International Conference on Computational Science 2016, 2016

A Multi-Objective Evolutionary Algorithm with Efficient Data Structure and Heuristic Initialization for Fault Service Restoration.

Anderson da Silva Soares

Proceedings of the International Conference on Computational Science 2016, 2016

Variable Selection for Multivariate Calibration in Chemometrics: A Real-World Application with Building Blocks Disruption Problem.

Lauro C. M. de Paula, Anderson da Silva Soares, Telma Woerle de Lima, Arlindo R. G. Filho, Clarimar José Coelho

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Feature Selection using Genetic Algorithm: An Analysis of the Bias-Property for One-Point Crossover.

Lauro C. M. de Paula, Anderson da Silva Soares, Telma Woerle de Lima, Clarimar José Coelho

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Braille Text Entry on Smartphones: A Systematic Review of the Literature.

Joyce Siqueira, Fabrízzio Alphonsus Alves de Melo Nunes Soares, Deller James Ferreira, Cleyton Rafael Gomes Silva, Luciana de Oliveira Berretta, Cristiane Bastos Rocha Ferreira, Igor Moreira Felix, Anderson da Silva Soares, Ronaldo Martins da Costa, Mateus Machado Luna

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

A compact firefly algorithm for the variable selection problem in pharmaceutical ingredient determination.

Lauro C. M. de Paula, Heber V. Nogueira, Anderson da Silva Soares, Telma Woerle de Lima, Clarimar José Coelho

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Genetic Algorithm for Variable and Samples Selection in Multivariate Calibration Problems.

Kelton de Souza Santiago, Anderson da Silva Soares, Telma Woerle de Lima, Clarimar José Coelho, Paulo Henrique Ribeiro Gabriel

J. Comput. Sci., 2015

Reconhecimento de árvores usando visão computacional para prevenir interrupções no sistema de distribuição de energia elétrica [Recognition of trees using Computer Vision to prevent interruptions in the Power Distribution System].

Heuber Gustavo Frazao de Lima, Ronaldo Martins da Costa, Anderson da Silva Soares, Gustavo Teodoro Laureano

Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015

A New Approach to Detect Use of Alcohol Through Iris Videos Using Computer Vision.

Hedenir Monteiro Pinheiro, Ronaldo Martins da Costa, Eduardo Nery Rossi Camilo, Anderson da Silva Soares, Rogério Lopes Salvini, Gustavo Teodoro Laureano, Fabrízzio Alphonsus A. M. N. Soares, Gang Hua

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Multi-objective Genetic Algorithm for Variable Selection in Multivariate Classification Problems: A Case Study in Verification of Biodiesel Adulteration.

Lucas de Almeida Ribeiro, Anderson da Silva Soares, Telma Woerle de Lima, Carlos Antônio Campos Jorge, Ronaldo Martins da Costa, Rogério Lopes Salvini, Clarimar José Coelho, Fernando Marques Federson, Paulo Henrique Ribeiro Gabriel

Proceedings of the International Conference on Computational Science, 2015

Multiobjective Firefly Algorithm for Variable Selection in Multivariate Calibration.

Lauro Cássio Martins de Paula, Anderson da Silva Soares

Proceedings of the Progress in Artificial Intelligence, 2015

2014

Parallelization of a Modified Firefly Algorithm using GPU for Variable Selection in a Multivariate Calibration Problem.

Lauro C. M. de Paula, Anderson da Silva Soares, Telma W. L. Soares, Alexandre C. B. Delbem, Clarimar José Coelho, Arlindo Rodrigues Galvão Filho

Int. J. Nat. Comput. Res., 2014

Cachaça Classification Using Chemical Features and Computer Vision.

Bruno Urbano Rodrigues, Ronaldo Martins da Costa, Rogério Lopes Salvini, Anderson da Silva Soares, Flávio Alves da Silva, Márcio Caliari, Karla Cristina Rodrigues Cardoso, Tânia Isabel Monteiro Ribeiro

Proceedings of the International Conference on Computational Science, 2014

Evaluation of Classifiers to a Childhood Pneumonia Computer-Aided Diagnosis System.

Rafael Teixeira Sousa, Oge Marques, Gabriela T. F. Curado, Ronaldo Martins da Costa, Anderson da Silva Soares, Fabrízzio Alphonsus A. M. N. Soares, Leandro Luís Galdino de Oliveira

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013

Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy.

Telma Woerle de Lima, Anderson da Silva Soares, Clarimar José Coelho, Rogério Lopes Salvini, Gustavo Teodoro Laureano

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Multi-objective evolutionary algorithm for variable selection in calibration problems: A case study for protein concentration prediction.

Daniel Vitor de Lucena, Telma Woerle de Lima, Anderson da Silva Soares, Alexandre C. B. Delbem, Arlindo Rodrigues Galvão Filho, Clarimar José Coelho, Gustavo Teodoro Laureano

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Multi-Objective Evolutionary Algorithm NSGA-II for Variables Selection in Multivariate Calibration Problems.

Daniel Vitor de Lucena, Telma Woerle de Lima, Anderson da Silva Soares, Clarimar José Coelho

Int. J. Nat. Comput. Res., 2012

2007

Technical and Fundamental Analysis for the Forecast of Financial Scrip Quotation: An Approach Employing Artificial Neural Networks and Wavelet Transform.

Anderson da Silva Soares, Maria Stela Veludo de Paiva, Clarimar José Coelho

Proceedings of the Advances in Neural Networks, 2007