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Rodrigo Clemente Thom de Souza

Federal University of Parana (UFPR)

Jandaia do Sul - PR

Brazil

Universidade Estadual de Maringá

Maringa - PR

Brazil

SCHOLARLY PAPERS

4

DOWNLOADS

295

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Impact of Rising Temperatures on Occupational Accidents in Brazil in the Period 2006 to 2019: A Multiple Correspondence Analysis

Number of pages: 35 Posted: 16 Aug 2022
State University of Maringá, State University of Maringá, Federal University of Parana (UFPR), State University of Maringá and State University of Maringá
Downloads 138 (534,155)

Abstract:

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climate change, heat stress, Multivariate Analysis, Work Accidents, WBGT.

2.

Optimized Recurrent and Transformer-Based Models for Multi-Step Forecasting of Agricultural Commodity Prices

Number of pages: 37 Posted: 29 Jul 2023
Lucas Grogenski Meloca, Rodrigo Clemente Thom de Souza and Ademir Aparecido Constantino
State University of Maringá, Federal University of Parana (UFPR) and State University of Maringá
Downloads 90 (759,537)

Abstract:

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Deep Learning, recording neural networks, Transformer, Time Series Forecasting, agricultural commodities

3.

Element-Wise Attention Layers: An Option for Optimization

Number of pages: 29 Posted: 26 May 2023
Giovanni Araujo Bacochina and Rodrigo Clemente Thom de Souza
affiliation not provided to SSRN and Federal University of Parana (UFPR)
Downloads 34 (1,277,121)
Citation 1

Abstract:

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machine learning, Deep learning, Neural Networks, attention, Attention Layer

4.

An analysis of architecture, data shaping, and temporal parameters in deep learning models for agricultural commodities time series forecasting

Number of pages: 37 Posted: 08 Sep 2025
Lucas Grogenski Meloca and Rodrigo Clemente Thom de Souza
State University of Maringá and Federal University of Parana (UFPR)
Downloads 33 (1,332,057)

Abstract:

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Time series forecasting, Deep Learning, Agricultural Commodity, Hyperparameter Optimization, Data Shaping, Temporal Parameters.