Thierson Couto Rosa - Publications, H-index & Citations

Thierson Couto Rosa

Universidade Federal de Goiás

16H指数

43论文数

734被引数

收录论文 14

发表时间

Machine learning models combined with feature importance methods for honey yield classification: A replicable approach 机器学习模型结合特征重要性方法进行蜂蜜产量分类：一种可复现的方法

Smart Agricultural Technology

IF5.7

2026-09-20

OAAI

Roberto Ahumada-García; David Zabala-Blanco; Víctor Hugo Monzón; Iván Sánchez; Nádia Félix Felipe da Silva; Thierson Couto Rosa; Alef Iury Siqueira Ferreira; Xaviera López-Cortés; Marco Flores-Calero; Philip Vasquez-Iglesias

Beyond taxonomic-based assessments: AI-based acoustic assessment of bee pollination function 超越基于分类学的评估：基于人工智能的蜜蜂授粉功能声学评估

Smart Agricultural Technology

IF5.7

2026-03-21

OAAI

Alef Iury Siqueira Ferreira; Nádia Felix Felipe da Silva; Thierson Couto Rosa; José Neiva Mesquita-Neto

Machine learning for predicting bee honey production and quality: A systematic review 机器学习预测蜜蜂蜂蜜产量和质量：一项系统综述

Computers and Electronics in Agriculture

IF8.9

2025-11-15

PREAI

Roberto Ahumada-García; David Zabala-Blanco; Víctor Hugo Monzón; Nádia Félix Felipe da Silva; Thierson Couto Rosa; Alef Iury Siqueira Ferreira; Xaviera López-Cortés; Marco Flores-Calero; Philip Vásquez-Iglesias

Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems 风险敏感优化下的深度学习排序模型及其在即席检索和推荐系统中的应用

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2025-07-01

PREAI

Rodrigues, Pedro Henrique Silva; de Sousa, Daniel Xavier; Franca, Celso; Rabbi, Gestefane; Rosa, Thierson Couto; Goncalves, Marcos Andre

Transformer Models improve the acoustic recognition of buzz-pollinating bee species

ECOLOGICAL INFORMATICS

IF7.3

2025-05-01

OAAI

Ferreira, Alef Iury Siqueira; da Silva, Nadia Felix Felipe; Mesquita, Fernanda Neiva; Rosa, Thierson Couto; Buchmann, Stephen L.; Mesquita-Neto, Jose Neiva

A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification

ACM COMPUTING SURVEYS

IF28

2023-07-13

PREAI

Cunha, Washington; Viegas, Felipe; Franca, Celso; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre

Automatic acoustic recognition of pollinating bee species can be highly improved by Deep Learning models accompanied by pre-training and strong data augmentation

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-04-14

OAAI

Siqueira Ferreira, Alef Iury; Felipe da Silva, Dia Felix; Mesquita, Fernanda Neiva; Rosa, Thierson Couto; Hugo Monzon, Victor; Neiva Mesquita-Neto, Jose

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2021-05-01

PREAI

Cunha, Washington; Mangaravite, Vitor; Gomes, Christian; Canuto, Sergio; Resende, Elaine; Nascimento, Cecilia; Viegas, Felipe; Franca, Celso; Martins, Wellington Santos; Almeida, Jussara M.; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre

Exploiting semantic relationships for unsupervised expansion of sentiment lexicons 利用语义关系进行情感词典的无监督扩展

enterprise information systems

IF3.4

2020-12-01

PREAI

Viegas, Felipe; Alvim, Mario S.; Canuto, Sergio; Rosa, Thierson; Goncalves, Marcos Andre; Rocha, Leonardo

Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2020-07-01

PREAI

Cunha, Washington; Canuto, Sergio; Viegas, Felipe; Salles, Thiago; Gomes, Christian; Mangaravite, Vitor; Resende, Elaine; Rosa, Thierson; Goncalves, Marcos Andre; Rocha, Leonardo

Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection

ACM TRANSACTIONS ON INFORMATION SYSTEMS

IF9.1

2019-02-14

PREAI

Sousa, Daniel Xavier; Canuto, Sergio; Goncalves, Marcos Andre; Rosa, Thierson Couto; Martins, Wellington Santos

A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2018-12-01

PREAI

Canuto, Sergio; Sousa, Daniel Xavier; Goncalves, Marcos Andre; Rosa, Thierson Couto

An evolutionary approach for combining results of recommender systems techniques based on collaborative filtering

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2016-07-01

PREAI

da Silva, Edjalma Queiroz; Camilo-Junior, Celso G.; Pascoal, Luiz Mario L.; Rosa, Thierson C.

SentiHealth-Cancer: A sentiment analysis tool to help detecting mood of patients in online social networks

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2016-01-01

PREAI

Rodrigues, Ramon Gouveia; das Dores, Rafael Marques; Camilo-Junior, Celso G.; Rosa, Thierson Couto

研究方向