Saulo Martiello Mastelini

universidade de sao paulo

16H指数

58论文数

1.1K被引数

收录论文 10

发表时间

Short-term energy market forecasting ensemble with multi-data source integration 短期能源市场预测集成与多数据源融合

International Journal of Data Science and Analytics

IF2.8

2025-11-24

PREAI

Saulo Martiello Mastelini; Marcos Basile Saviano de Paula; Moisés Rocha dos Santos; Sérgio Baldo Júnior; Lucas Menezes Ladeira; Luciano Contin Gomes Leite; Ronan Gustavo Carvalho Furtado; Thiago Felicio de Souza; Ewerton Guarnier; Donato da Silva Filho

SWINN: Efficient nearest neighbor search in sliding windows using graphs SWINN: 使用图在滑动窗口中进行有效的最近邻搜索

INFORMATION FUSION

IF15.5

2024-01-01

OAAI

Mastelini, Saulo Martiello; Veloso, Bruno; Halford, Max; de Carvalho, Andre Carlos Ponce de Leon Ferreira; Gama, Joao

Online Extra Trees Regressor

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-10-01

PREAI

Mastelini, Saulo Martiello; Nakano, Felipe Kenji; Vens, Celine; de Leon Ferreira de Carvalho, Andre Carlos Ponce

Machine learning unveils composition-property relationships in chalcogenide glasses

ACTA MATERIALIA

IF9.3

2022-11-01

OAAI

Mastelini, Saulo Martiello; Cassar, Daniel R.; Alcobaca, Edesio; Botari, Tiago; de Carvalho, Andre C. P. L. F.; Zanotto, Edgar D.

Predicting and interpreting oxide glass properties by machine learning using large datasets 使用大型数据集通过机器学习预测和解释氧化物玻璃特性

CERAMICS INTERNATIONAL

IF5.6

2021-09-01

OAAI

Cassar, R. Daniel; Mastelini, Saulo Martiello; Botari, Tiago; Alcobaca, Edesio; de Carvalho, C. P. L. F. Andre; Zanotto, D. Edgar

Using dynamical quantization to perform split attempts in online tree regressors

PATTERN RECOGNITION LETTERS

IF3.3

2021-05-01

OAAI

Mastelini, Saulo Martiello; de Leon Ferreira de Carvalho, Andre Carlos Ponce

DSTARS: A multi-target deep structure for tracking asynchronous regressor stacking

APPLIED SOFT COMPUTING

IF6.6

2020-06-01

OAAI

Mastelini, Saulo Martiello; Santana, Everton Jose; Cerri, Ricardo; Barbon Jr, Sylvio

Explainable Machine Learning Algorithms For Predicting Glass Transition Temperatures

ACTA MATERIALIA

IF9.3

2020-04-01

PREAI

Alcobaca, Edesio; Mastelini, Saulo Martiello; Botari, Tiago; Pimentel, Bruno Almeida; Cassar, Daniel Roberto; de Leon Ferreira de Carvalho, Andre Carlos Ponce; Zanotto, Edgar Dutra

A meta-learning approach for selecting image segmentation algorithm

PATTERN RECOGNITION LETTERS

IF3.3

2019-12-01

OAAI

Aguiar, Gabriel Jonas; Mantovani, Rafael Gomes; Mastelini, Saulo M.; de Carvalho, Andre C. P. F. L.; Campos, Gabriel F. C.; Barbon Junior, Sylvio

Computer vision system and near-infrared spectroscopy for identification and classification of chicken with wooden breast, and physicochemical and technological characterization

INFRARED PHYSICS & TECHNOLOGY

IF3.4

2019-01-01

OAAI

Geronimo, Bruna Caroline; Mastelini, Saulo Martiello; Carvalho, Rafael Humberto; Barbon Junior, Sylvio; Barbin, Douglas Fernandes; Shimokomaki, Massami; Ida, Elza Iouko

研究方向