default author photo

Helder R. O. Rocha

Federal University of Espirito Santo

SCHOLARLY PAPERS

9

DOWNLOADS

786

TOTAL CITATIONS

1

Scholarly Papers (9)

Actions:
Email selected abstracts
1.

Maximizing Sales and Customer Satisfaction in E-Commerce Through Ai-Driven Techniques

Number of pages: 32 Posted: 25 Jun 2024
André Felipe Santos Pereira, Edmar Silva, Wesley da Silva Costa, Jair A. L. Silva and Helder R. O. Rocha
Federal University of Espirito Santo, University of Southampton, Universidade Federal do Espírito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 184 (411,650)

Abstract:

Loading...

Artificial intelligence, E-commerce, Neural Networks, Optimization

2.

Forecasting Energy Power Consumption Using Federated Learning in Edge Computing Devices

Number of pages: 15 Posted: 05 Jun 2023
Eduardo Montagner de Moraes Sarmento, Iran Freitas Ribeiro, Pablo Rafael Neves Marciano, Yrui Giovan Neris, Helder R. O. Rocha, Vinicius Fernandes Soares Mota and Rodolfo da Silva Villaça
Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 159 (469,621)

Abstract:

Loading...

Federated Learning, Forecasting Energy Consumption, Privacy Requirements, Edge Computing, GANs, Dataset Augmentation

3.

Planning and Resources Allocation of a Hybrid Iot Network Using Artificial Intelligence

Number of pages: 11 Posted: 16 Feb 2022
Wesley da Silva Costa, Willian G. V. dos Santos, Higor A. F. Camporez, Menno J. Faber, Jair A. L. Silva, Marcelo E. V. Segatto and Helder R. O. Rocha
Universidade Federal do Espírito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 90 (742,061)

Abstract:

Loading...

Internet of things, Network planning and resources allocation, optimization

4.

Maximizing Sales and Customer Satisfaction in E-Commerce Through Ai-Driven Techniques

Number of pages: 32 Posted: 08 Nov 2024
Wesley da Silva Costa, André Felipe Santos Pereira, Edmar Silva, Jair A. L. Silva and Helder R. O. Rocha
affiliation not provided to SSRN, Federal University of Espirito Santo, University of Southampton, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 85 (771,553)

Abstract:

Loading...

Artificial Intelligence, e-commerce, Optimization, Neural Networks.

5.

Parametric Vertical Photovoltaic System: Fibonacci Methodology Applied to Solar Trees Design

Number of pages: 31 Posted: 10 Feb 2025
Lohane Barcelos Palaoro, Daniela Pawelski Amaro Marins, Anderson Azevedo Fraga, Helder R. O. Rocha, Cristina Engel de Alvarez and Marcelo E. V. Segatto
Universidade Federal do Espírito Santo, Universidade Federal do Espírito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 71 (875,328)
Citation 1

Abstract:

Loading...

Solar trees, Fibonacci sequence, Shading, Average annual solar incidence, Constructive factors, Parametric modeling

6.

An AI Approach to Integrated Flexible Job-Shop Scheduling and Heterogeneous Electric Vehicle Routing with Smart Energy Charging

Number of pages: 49 Posted: 26 Nov 2025
Helder R. O. Rocha, Rodrigo Fiorotti, Alysson Machado, Danilo Louzada, Marcelo E. V. Segatto and Imene Yahyaoui
Federal University of Espirito Santo, affiliation not provided to SSRN, affiliation not provided to SSRN, Federal University of Espirito Santo, Federal University of Espirito Santo and Rey Juan Carlos University
Downloads 58 (1,000,027)

Abstract:

Loading...

Job-Shop scheduling, Electric vehicle routing, distributed generation forecasting, energy management, artificial intelligence.

7.

A New Approach for Hems to Optimize Cost, Emissions and Comfort Through a Smart Integration of V2g, Load Scheduling, and Pvt Generation

Number of pages: 44 Posted: 23 Jun 2025
Rodrigo Fiorotti, Jussara F. Fardin, Helder R. O. Rocha, Augusto César Rueda-Medina, antonio pantaleo, Mohammad Rajabi Nasab and Sergio Bruno
affiliation not provided to SSRN, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo, Università degli Studi di Bari “Aldo Moro” (UNIBA), affiliation not provided to SSRN and Politecnico di Bari
Downloads 48 (1,086,013)

Abstract:

Loading...

Home energy management system, Vehicle-to-grid, Occupant behavior modeling, PVT system, Clean and affordable energy, Artificial Intelligence.

8.

PMU Placement with Multi-Objective Optimization Considering Resilient Communication Infrastructure

Number of pages: 31 Posted: 13 Dec 2021
Marco Cruz, Helder R. O. Rocha, Marcia H. M. Paiva H. M. Paiva, Jair A. Lima Silva A. Lima Silva, Eglantine Camby and Marcelo E. V. Segatto
affiliation not provided to SSRN, Federal University of Espirito Santo, Universidade Federal do Espírito Santo, affiliation not provided to SSRN, affiliation not provided to SSRN and Federal University of Espirito Santo
Downloads 47 (1,121,190)

Abstract:

Loading...

Optimal placement of PMUs, Multi-Objective Variable Neighbourhood Search, communication infrastructure, numerical observability

9.

Impact of Noise on Machine Learning Models for Simultaneously Predicting Water and Oil Levels Using Optical Fiber Sensors

Number of pages: 12 Posted: 12 Feb 2025
Claunir Pavan, Helder R. O. Rocha, Arnaldo G. Leal-Junior, Maria J. Pontes and Marcelo E. V. Segatto
Federal University of Fronteira Sul, Federal University of Espirito Santo, Federal University of Espirito Santo, Federal University of Espirito Santo and Federal University of Espirito Santo
Downloads 44 (1,145,425)

Abstract:

Loading...

Machine Learning Models, Fiber Bragg Grating Sensors, Liquid Levels, Noisy Data.