Follow
Ronaldo C. Prati
Ronaldo C. Prati
Other namesRonaldo Cristiano Prati, Ronaldo Prati
Associate Professor of Computer Science, Universidade Federal do ABC
Verified email at ufabc.edu.br - Homepage
Title
Cited by
Year
Feature engineering and machine learning for electrochemical detection of rabies virus in graphene-based biosensors
R Challhua, R Prati, A Champi
Microchemical Journal 204, 111074, 2024
2024
Enhancing Low-Cost Molecular Property Prediction with Contrastive Learning on SMILES Representations
MG Quiles, PAL Ribeiro, GA Pinheiro, RC Prati, JLF Silva
International Conference on Computational Science and Its Applications, 387-401, 2024
2024
Comparing modern and traditional modeling methods for predicting soil moisture in IoT-based irrigation systems
G Custódio, RC Prati
Smart Agricultural Technology 7, 100397, 2024
12024
The Impact of Interdisciplinary, Gender and Geographic Distributions on the Citation Patterns of the Journal of Chemical Information and Modeling
RC Prati, BSM Rodrigues, I Aragão, TA Soares, MG Quiles, JLF Da Silva
Journal of Chemical Information and Modeling 64 (4), 1107-1111, 2024
12024
Comparative study of musical timbral variations: Crescendo and Vibrato using FFT-Acoustic Descriptor
Y Gonzalez, RC Prati
Eng 4 (3), 2468-2482, 2023
12023
MUSICAL TIMBRE CLASSIFICATION USING FFT-ACOUSTIC DESCRIPTORS AND MACHINE LEARNING
Y González, R Prati
Forum Acusticum, 2023
2023
Data-driven water need estimation for IoT-based smart irrigation: A survey
R Togneri, R Prati, H Nagano, C Kamienski
Expert Systems with Applications 225, 120194, 2023
132023
Effect of Flattened Structures of Molecules and Materials on Machine Learning Model Training
LC de Azevedo, RC Prati
Journal of Chemical Information and Modeling 63 (17), 5446-5456, 2023
2023
Similarity of musical timbres using fft-acoustic descriptor analysis and machine learning
Y Gonzalez, RC Prati
Eng 4 (1), 555-568, 2023
102023
Soil moisture forecast for smart irrigation: The primetime for machine learning
R Togneri, DF dos Santos, G Camponogara, H Nagano, G Custódio, ...
Expert Systems with Applications 207, 117653, 2022
352022
Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture
FMR Junior, RAC Bianchi, RC Prati, K Kolehmainen, JP Soininen, ...
Biosystems Engineering 223, 142-158, 2022
422022
IoTracker: A probabilistic event tracking approach for data-intensive IoT Smart Applications
G Biondi, R Prati, F Borelli, D Ottolini, NG de Oliveira, C Kamienski
Internet of Things 19, 100556, 2022
12022
Acoustic descriptors for characterization of musical timbre using the Fast Fourier Transform
Y Gonzalez, RC Prati
Electronics 11 (9), 1405, 2022
102022
Acoustic Analysis of Musical Timbre of Wooden Aerophones
Y Gonzalez, RC Prati
Romanian Journal of Acoustics and Vibration 19 (2), 134-142, 2022
42022
Acoustic Descriptors for Characterization of Musical Timbre Using the Fast Fourier Transform. Electronics 2022, 11, 1405
Y Gonzalez, RC Prati
s Note: MDPI stays neutral with regard to jurisdictional claims in published …, 2022
2022
Naive importance weighting for data stream with intermediate latency
PH Parreira, RC Prati
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2021
12021
IrrigaSim: An Irrigation Simulation, Processing, and Animation Environment
RC Prati, F Borelli, ID Zyrianoff, D Silva, R Togneri, C Kamienski
2021 IEEE International Workshop on Metrology for Agriculture and Forestry …, 2021
2021
Applications of FFT for timbral characterization in woodwind instruments
Y Gonzalez, RC Prati
Anais do XVIII Simpósio Brasileiro de Computação Musical, 68-73, 2021
22021
Systematic Investigation of Error Distribution in Machine Learning Algorithms Applied to the Quantum-Chemistry QM9 Data Set Using the Bias and Variance Decomposition
L Cesar de Azevedo, GA Pinheiro, MG Quiles, JLF Da Silva, RC Prati
Journal of Chemical Information and Modeling 61 (9), 4210-4223, 2021
72021
Multiple Instance Classification: Bag noise filtering for negative instance noise cleaning
J Luengo, DS Tarragó, RC Prati, F Herrera
Information Sciences 579, 388-400, 2021
72021
The system can't perform the operation now. Try again later.
Articles 1–20