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Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model

Information sciences, 2019-05, Vol.484, p.302-337

2019

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Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance

Engineering applications of artificial intelligence, 2018-09, Vol.74, p.198-211

Souza, Vinicius M.A.

2018

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Challenges in benchmarking stream learning algorithms with real-world data

Data mining and knowledge discovery, 2020-11, Vol.34 (6), p.1805-1858

2020

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Thermal decomposition kinetics modeling of energy cane Saccharum robustum

Thermochimica acta, 2017-11, Vol.657, p.56-65

2017

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Cognitive effects of transcranial direct current stimulation combined with working memory training in fibromyalgia: a randomized clinical trial

Scientific reports, 2018-08, Vol.8 (1), p.12477-11, Article 12477

2018

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A Large Comparison of Normalization Methods on Time Series

Big data research, 2023-11, Vol.34, p.100407, Article 100407

2023

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Variation in urea kinetics associated with ruminant species, dietary characteristics, and ruminal fermentation: A meta-analysis

Journal of dairy science, 2021-03, Vol.104 (3), p.2935-2955

2021

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Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning

Pervasive and mobile computing, 2018-12, Vol.51, p.121-137

2018

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The Central Sensitization Inventory validated and adapted for a Brazilian population: psychometric properties and its relationship with brain-derived neurotrophic factor

Journal of pain research, 2017-01, Vol.10, p.2109-2122

2017

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Kinetic Modeling of the Effect of Antioxidant Additives on Biodiesel Oxidation Stability

Industrial & engineering chemistry research, 2023-09, Vol.62 (38), p.15428-15433

2023

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Comprehensive conservation assessments reveal high extinction risks across Atlantic Forest trees

Science (American Association for the Advancement of Science), 2024-01, Vol.383 (6679), p.219-225

2024

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Potassium application to the cover crop prior to cotton planting as a fertilization strategy in sandy soils

Scientific reports, 2020-11, Vol.10 (1), p.20404-20404, Article 20404

2020

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A review on Generative Adversarial Networks for image generation

Computers & graphics, 2023-08, Vol.114, p.13-25

2023

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Taxonomic Revision of Paspalum Group Caespitosa (Poaceae, Panicoideae, Paspaleae)

Annals of the Missouri Botanical Garden, 2023-01, Vol.108, p.1-50

2023

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Brain-Derived Neurotrophic Factor Modulates the Effect of Sex on the Descending Pain Modulatory System in Healthy Volunteers

Pain medicine (Malden, Mass.), 2020-10, Vol.21 (10), p.2271-2279

2020

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170 Bakery Waste Supplementation to Late Gestating Bos Indicus -Influenced Beef Cows Successfully Impacted Offspring Postnatal Performance

Journal of animal science, 2023-11, Vol.101 (Supplement_3), p.76-77

2023

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An Open-Source Tool for Classification Models in Resource-Constrained Hardware

IEEE sensors journal, 2022-01, Vol.22 (1), p.544-554

2022

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Changes in the wing-beat frequency of bees and wasps depending on environmental conditions: a study with optical sensors

Apidologie, 2021-08, Vol.52 (4), p.731-748

2021

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Eugenia (Myrtaceae) from Reserva Natural Vale, Espírito Santo, a center of plant endemism in the Brazilian Atlantic Rainforest

Phytotaxa, 2024-05, Vol.651 (1), p.1-79

2024

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Correction to: Dirofilaria immitis and Onchocercidae spp. in wild felids from Brazil

Parasitology research (1987), 2024-05, Vol.123 (5), p.220-220, Article 220

2024

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Immunohistochemistry assessment of tissue neutrophil-to-lymphocyte ratio predicts outcomes in melanoma patients treated with anti-programmed cell death 1 therapy

Melanoma research, 2024-06, Vol.34 (3), p.234-240

2024

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Time-Series Mining Approaches for Malaria Vector Prediction On Mid-Infrared Spectroscopy Data

Data science journal, 2024-05, Vol.23, p.25-25

2024

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Emotional Quotient Improves in Autoimmune Disease Participants in 8 weeks

Journal of allergy and clinical immunology, 2019-02, Vol.143 (2), p.AB72-AB72

2019

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Efficient unsupervised drift detector for fast and high-dimensional data streams

Knowledge and information systems, 2021-06, Vol.63 (6), p.1497-1527

2021

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Molecular Phylogeny of Axonopus (Poaceae, Panicoideae, Paspaleae): Monophyly, Synapomorphies, and Taxonomic Implications for Infrageneric Classification and Species Complexes

Annals of the Missouri Botanical Garden, 2020-12, Vol.105 (4), p.459-480

2020

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Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model

Asphalt pavement classification using smartphone accelerometer and Complexity Invariant Distance

Challenges in benchmarking stream learning algorithms with real-world data

Thermal decomposition kinetics modeling of energy cane Saccharum robustum

Cognitive effects of transcranial direct current stimulation combined with working memory training in fibromyalgia: a randomized clinical trial

A Large Comparison of Normalization Methods on Time Series

Variation in urea kinetics associated with ruminant species, dietary characteristics, and ruminal fermentation: A meta-analysis

Asfault: A low-cost system to evaluate pavement conditions in real-time using smartphones and machine learning

The Central Sensitization Inventory validated and adapted for a Brazilian population: psychometric properties and its relationship with brain-derived neurotrophic factor

Kinetic Modeling of the Effect of Antioxidant Additives on Biodiesel Oxidation Stability

Comprehensive conservation assessments reveal high extinction risks across Atlantic Forest trees

Potassium application to the cover crop prior to cotton planting as a fertilization strategy in sandy soils

A review on Generative Adversarial Networks for image generation

Taxonomic Revision of Paspalum Group Caespitosa (Poaceae, Panicoideae, Paspaleae)

Brain-Derived Neurotrophic Factor Modulates the Effect of Sex on the Descending Pain Modulatory System in Healthy Volunteers

170 Bakery Waste Supplementation to Late Gestating Bos Indicus -Influenced Beef Cows Successfully Impacted Offspring Postnatal Performance

An Open-Source Tool for Classification Models in Resource-Constrained Hardware

Changes in the wing-beat frequency of bees and wasps depending on environmental conditions: a study with optical sensors

Eugenia (Myrtaceae) from Reserva Natural Vale, Espírito Santo, a center of plant endemism in the Brazilian Atlantic Rainforest

Correction to: Dirofilaria immitis and Onchocercidae spp. in wild felids from Brazil

Immunohistochemistry assessment of tissue neutrophil-to-lymphocyte ratio predicts outcomes in melanoma patients treated with anti-programmed cell death 1 therapy

Time-Series Mining Approaches for Malaria Vector Prediction On Mid-Infrared Spectroscopy Data

Emotional Quotient Improves in Autoimmune Disease Participants in 8 weeks

Efficient unsupervised drift detector for fast and high-dimensional data streams

Molecular Phylogeny of Axonopus (Poaceae, Panicoideae, Paspaleae): Monophyly, Synapomorphies, and Taxonomic Implications for Infrageneric Classification and Species Complexes

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