Alisson Assis Cardoso

Scopus Publications

Hybrid Artificial Intelligence Model for Reliable Decision Making in Power Transformer Maintenance Through Performance Index
Vinícius Faria Costa Mendanha, André Pereira Marques, Lucas Santos de Aguiar, Juliermy Junio Pacheco dos Santos, Álisson Assis Cardoso, et al.
Energies, 2025
The preventive maintenance of power transformers is essential to ensure their reliability and is supported by efficient predictive techniques and accurate diagnostics. In this context, the objective of this work is to present a hybrid Artificial Intelligence (AI) model for reliable decision making in transformer maintenance based on performance index monitoring. The innovation lies in the application of Monte Carlo filters to monitor the operational state of transformers combined with a novel clustering strategy. The used methodology includes the development of an algorithm for outlier removal in the historical series of each predictive technique as well as the implementation of stochastic filters to forecast the overall operational condition. The results demonstrate the robustness and effectiveness of the developed model. This work contributes a new AI-based strategy for supporting preventive maintenance decisions, enabling precise and individualized actions for each piece of equipment, with broad applicability to companies in the electrical power sector.
Object Distance Estimation System with Deep Neural Networks
André Felipe dos Santos Caraíba, Alisson Assis Cardoso
Proceedings 2025 1st Conference on Robotics Cros 2025, 2025
Utilizing Autoencoders for Latent Representation and Efficient Transmission of LiDAR Data via LoRa in ROS
Carlos Daniel de Sousa Bezerra, Alisson Assis Cardoso, Flávio Henrique Teles Vieira
IEEE Internet of Things Journal, 2025
Deep Learning for Lidar Data Upsampling to Improve Autonomous Navigation Mapping
Marlon F. Santos, Murilo G. Correia, Alisson A. Cardoso, Carlos D. de S. Bezerra, Flávio H. T. Vieira
Proceedings 2025 1st Conference on Robotics Cros 2025, 2025
Methodology for Generating Medical Images Applied to the Generation Of Synthetic Colon Polyps
Lucas L. Neves, André C. Castro, Alexandre A. Naves, Heitor S. G. Paiva, Ricardo A. P. Franco, et al.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, 2025
Two-Stage Dimensionality Reduction for Social Media Engagement Classification
Jose Luis Vieira Sobrinho, Flavio Henrique Teles Vieira, Alisson Assis Cardoso
Applied Sciences Switzerland, 2024
The high dimensionality of real-life datasets is one of the biggest challenges in the machine learning field. Due to the increased need for computational resources, the higher the dimension of the input data is, the more difficult the learning task will be—a phenomenon commonly referred to as the curse of dimensionality. Laying the paper’s foundation based on this premise, we propose a two-stage dimensionality reduction (TSDR) method for data classification. The first stage extracts high-quality features to a new subset by maximizing the pairwise separation probability, with the aim of avoiding overlap between individuals from different classes that are close to one another, also known as the class masking problem. The second stage takes the previous resulting subset and transforms it into a reduced final space in a way that maximizes the distance between the cluster centers of different classes while also minimizing the dispersion of instances within the same class. Hence, the second stage aims to improve the accuracy of the succeeding classifier by lowering its sensitivity to an imbalanced distribution of instances between different classes. Experiments on benchmark and social media datasets show how promising the proposed method is over some well-established algorithms, especially regarding social media engagement classification.
Adaptive resource allocation in 5G CP-OFDM systems using Markovian model-based reinforcement learning algorithm
Daniel P. Q. Carneiro, Alisson A. Cardoso, Flávio H. T. Vieira
Neural Computing and Applications, 2023
Resource scheduling scheme for 5G mmWave CP-OFDM based wireless networks with delay and power allocation optimizations
Marcus Vinícius G. Ferreira, Flávio H. T. Vieira, Alisson A. Cardoso
ETRI Journal, 2023
In this paper, to optimize the average delay and power allocation (PA) for system users, we propose a resource scheduling scheme for wireless networks based on Cyclic Prefix Orthogonal Frequency Division Multiplexing (CP‐OFDM) according to the first fifth‐generation standards. For delay minimization, we solve a throughput maximization problem that considers CP‐OFDM systems with carrier aggregation (CA). Regarding PA, we consider an approach that involves maximizing goodput using an effective signal‐to‐noise ratio. An algorithm for jointly solving delay minimization through computation of required user rates and optimizing the power allocated to users is proposed to compose the resource allocation approach. In wireless network simulations, we consider a scenario with the following capabilities: CA, 256‐Quadrature Amplitude Modulation, millimeter waves above 6 GHz, and a radio frame structure with 120 KHz spacing between the subcarriers. The performance of the proposed resource allocation algorithm is evaluated and compared with those of other algorithms from the literature using computational simulations in terms of various Quality of Service parameters, such as the throughput, delay, fairness index, and loss rate.
Power and delay optimization based uplink resource allocation for wireless networks with device-to-device communications
Marcus V.G. Ferreira, Flávio H.T. Vieira, Álisson A. Cardoso
Computer Communications, 2022
MIMO auto-regressive modeling-based generalized predictive control for grid-connected hybrid systems
Ricardo A.P. Franco, Álisson A. Cardoso, Gilberto Lopes Filho, Flávio H.T. Vieira
Computers and Electrical Engineering, 2022
Delay bound estimation for multicarrier 5G systems considering lognormal beta traffic envelope and stochastic service curve
Álisson Assis Cardoso, Marcus Vinícius Gonzaga Ferreira, Flávio Henrique Teles Vieira
Transactions on Emerging Telecommunications Technologies, 2021
Adaptive power allocation based beamforming algorithm for multiple input and multiple output nonorthogonal multiple access system throughput optimization
Marcos Nogueira Lobo de Carvalho, Alisson Assis Cardoso, Flávio Henrique Teles Vieira
Transactions on Emerging Telecommunications Technologies, 2020
Adaptive fuzzy flow rate control considering multifractal traffic modeling and 5G communications
Alisson Assis Cardoso, Flávio Henrique Teles Vieira
Plos One, 2019
Generation of Synthetic Network Traffic Series Using a Transformed Autoregressive Model Based Adaptive Algorithm
Alisson Assis Cardoso, Flávio Henrique Teles Vieira
IEEE Latin America Transactions, 2019
Adaptive estimation of parameters of a Gaussian multifractal model of network traffic in the wavelet domain
Diego Cruz Abrahao, Alisson Assis Cardoso, Flavio Henrique Teles Vieira
IEEE Latin America Transactions, 2019
Delay optimization in Resource Allocation of f-OFDM Wireless Networks with Subcarrier Aggregation
Marcus V. G. Ferreira, Flavio H. T. Vieira, Juliana P. Felix, Michel A. Ribeiro, Sergio G. Araujo, et al.
2019 IEEE Canadian Conference of Electrical and Computer Engineering Ccece 2019, 2019
A Parkinson's Disease Classification Method: An Approach Using Gait Dynamics and Detrended Fluctuation Analysis
Juliana P. Felix, Flavio H. T. Vieira, Alisson A. Cardoso, Marcus V. G. Ferreira, Ricardo A. P. Franco, et al.
2019 IEEE Canadian Conference of Electrical and Computer Engineering Ccece 2019, 2019
Adaptive estimation of Haar wavelet transform parameters applied to fuzzy prediction of network traffic
A.A. Cardoso, F.H.T. Vieira
Signal Processing, 2018
Estimation of backlog and delay in OFDM/TDMA systems with traffic policing using Network Calculus
F.H.T. Vieira, J.A. Santos, A.A. Cardoso
Computers and Electrical Engineering, 2013

RECENT SCHOLAR PUBLICATIONS

Redes Perceptron Multicamadas para modelar efeitos de distorção em sinais de guitarra elétrica
MG Correia, SC De Almeida, AA Cardoso, RAP Franco
Revista Tecnia 10 (Dossiê), e10D17-e10D17 , 2025
2025
Modelos de aprendizado profundo aplicados à detecção de pólipo colorretal
D Xie, LSX Rosa, CP Vilmar Filho, AA Cardoso, RAP Franco
Revista Tecnia 10 (Dossiê), e10D13-e10D13 , 2025
2025
Hybrid Artificial Intelligence model for reliable decision making in power transformer maintenance through performance index
VFC Mendanha, AP Marques, LS Aguiar, JJP dos Santos, ÁA Cardoso, ...
Energies 18 (18), 4924 , 2025
2025
Citations: 2
Methodology for Generating Medical Images Applied to the Generation Of Synthetic Colon Polyps
LL Neves, AC Castro, AA Naves, HSG Paiva, RAP Franco, AA Cardoso
2025 47th Annual International Conference of the IEEE Engineering in … , 2025
2025
Citations: 1
Object Distance Estimation System with Deep Neural Networks
AF dos Santos Caraíba, AA Cardoso
2025 Brazilian Conference on Robotics (CROS) 1, 1-6 , 2025
2025
Citations: 1
Deep Learning for Lidar Data Upsampling to Improve Autonomous Navigation Mapping
MF Santos, MG Correia, AA Cardoso, CDS Bezerra, FHT Vieira
2025 Brazilian Conference on Robotics (CROS) 1, 1-5 , 2025
2025
Utilizing Autoencoders for Latent Representation and Efficient Transmission of LiDAR Data via LoRa in ROS
CD de Sousa Bezerra, AA Cardoso, FHT Vieira
IEEE Internet of Things Journal 12 (5), 4579-4590 , 2025
2025
Citations: 3
Two-stage dimensionality reduction for social media engagement classification
JL Vieira Sobrinho, FH Teles Vieira, A Assis Cardoso
Applied Sciences 14 (3), 1269 , 2024
2024
Citations: 4
A TECNOLOGIA EM BENEFÍCIO À SAÚDE: CLASSIFICAÇÃO DE SINAIS DE ELETROCARDIOGRAMA COM O USO DE INTELIGÊNCIA ARTIFICIAL
EP Martins, AA Cardoso
Revista Ibero-Americana de Humanidades, Ciências e Educação 1 (3), 1-10 , 2024
2024
Detecção de Pólipos em Imagens de Colonoscopia utilizando Aprendizado Profundo
D Xie, LSX Rosa, CP Vilmar Filho, AA Cardoso, RAP Franco
Escola Regional de Informática de Goiás (ERI-GO) , 2023
2023
Modelagem de Efeitos de Distorçao em Sinais de Guitarra Elétrica com Uso de Redes Perceptron Multicamadas
MG Correia, SC De Almeida, AA Cardoso
Escola Regional de Informática de Goiás (ERI-GO) , 2023
2023
Adaptive resource allocation in 5G CP-OFDM systems using Markovian model-based reinforcement learning algorithm
DPQ Carneiro, AA Cardoso, FHT Vieira
Neural Computing and Applications 35 (13), 9421-9435 , 2023
2023
Citations: 4
Resource scheduling scheme for 5G mmWave CP‐OFDM based wireless networks with delay and power allocation optimizations
MVG Ferreira, FHT Vieira, AA Cardoso
ETRI Journal 45 (1), 45-59 , 2023
2023
Citations: 2
Aprendizado Profundo aplicado à Visão Robótica utilizando dispositivo embarcado Raspberry Pi
MA Bordado, AA Cardoso, RAP Franco
Escola Regional de Informática de Goiás (ERI-GO), 82-93 , 2022
2022
Citations: 1
Power and delay optimization based uplink resource allocation for wireless networks with device-to-device communications
MVG Ferreira, FHT Vieira, ÁA Cardoso
Computer Communications 194, 226-239 , 2022
2022
Citations: 11
MIMO auto-regressive modeling-based generalized predictive control for grid-connected hybrid systems
RAP Franco, ÁA Cardoso, G Lopes Filho, FHT Vieira
Computers & Electrical Engineering 97, 107636 , 2022
2022
Citations: 6
Aprendizado por reforço para escalonamento de recursos em sistema sem fio multiportadora com ondas milimétricas utilizando modelo markoviano
D Carneiro
2021
Citations: 1
Aprendizado por Reforço Baseado em Modelo Markoviano para Alocaçao de Recursos em Sistema Multiportadora com Ondas Milimétricas
DPQ Carneiro, ÁA Cardoso, FHT Vieira
Simpósio Brasileiro de Automação Inteligente-SBAI 1 (1) , 2021
2021
Delay bound estimation for multicarrier 5G systems considering lognormal beta traffic envelope and stochastic service curve
ÁA Cardoso, MVG Ferreira, FHT Vieira
Transactions on Emerging Telecommunications Technologies 32 (10), e4281 , 2021
2021
Citations: 5
Adaptive power allocation based beamforming algorithm for multiple input and multiple output nonorthogonal multiple access system throughput optimization
M Nogueira Lobo de Carvalho, A Assis Cardoso, F Henrique Teles Vieira
Transactions on Emerging Telecommunications Technologies 31 (7), e4006 , 2020
2020
Citations: 3

MOST CITED SCHOLAR PUBLICATIONS

A Parkinson’s disease classification method: an approach using gait dynamics and detrended fluctuation analysis
JP Félix, FHT Vieira, ÁA Cardoso, MVG Ferreira, RAP Franco, MA Ribeiro, ...
2019 IEEE Canadian conference of electrical and computer engineering (CCECE … , 2019
2019
Citations: 30
Adaptive estimation of Haar wavelet transform parameters applied to fuzzy prediction of network traffic
AA Cardoso, FHT Vieira
Signal Processing 151, 155-159 , 2018
2018
Citations: 29
Adaptive fuzzy flow rate control considering multifractal traffic modeling and 5G communications
AA Cardoso, FHT Vieira
PLoS One 14 (11), e0224883 , 2019
2019
Citations: 14
Generation of synthetic network traffic series using a transformed autoregressive model based adaptive algorithm
AA Cardoso, FHT Vieira
IEEE Latin America Transactions 17 (08), 1268-1275 , 2019
2019
Citations: 13
Power and delay optimization based uplink resource allocation for wireless networks with device-to-device communications
MVG Ferreira, FHT Vieira, ÁA Cardoso
Computer Communications 194, 226-239 , 2022
2022
Citations: 11
Estimation of backlog and delay in OFDM/TDMA systems with traffic policing using Network Calculus
FHT Vieira, JA Santos Jr, AA Cardoso
Computers & Electrical Engineering 39 (8), 2507-2520 , 2013
2013
Citations: 8
MIMO auto-regressive modeling-based generalized predictive control for grid-connected hybrid systems
RAP Franco, ÁA Cardoso, G Lopes Filho, FHT Vieira
Computers & Electrical Engineering 97, 107636 , 2022
2022
Citations: 6
Delay bound estimation for multicarrier 5G systems considering lognormal beta traffic envelope and stochastic service curve
ÁA Cardoso, MVG Ferreira, FHT Vieira
Transactions on Emerging Telecommunications Technologies 32 (10), e4281 , 2021
2021
Citations: 5
Two-stage dimensionality reduction for social media engagement classification
JL Vieira Sobrinho, FH Teles Vieira, A Assis Cardoso
Applied Sciences 14 (3), 1269 , 2024
2024
Citations: 4
Adaptive resource allocation in 5G CP-OFDM systems using Markovian model-based reinforcement learning algorithm
DPQ Carneiro, AA Cardoso, FHT Vieira
Neural Computing and Applications 35 (13), 9421-9435 , 2023
2023
Citations: 4
Utilizing Autoencoders for Latent Representation and Efficient Transmission of LiDAR Data via LoRa in ROS
CD de Sousa Bezerra, AA Cardoso, FHT Vieira
IEEE Internet of Things Journal 12 (5), 4579-4590 , 2025
2025
Citations: 3
Adaptive power allocation based beamforming algorithm for multiple input and multiple output nonorthogonal multiple access system throughput optimization
M Nogueira Lobo de Carvalho, A Assis Cardoso, F Henrique Teles Vieira
Transactions on Emerging Telecommunications Technologies 31 (7), e4006 , 2020
2020
Citations: 3
Hybrid Artificial Intelligence model for reliable decision making in power transformer maintenance through performance index
VFC Mendanha, AP Marques, LS Aguiar, JJP dos Santos, ÁA Cardoso, ...
Energies 18 (18), 4924 , 2025
2025
Citations: 2
Resource scheduling scheme for 5G mmWave CP‐OFDM based wireless networks with delay and power allocation optimizations
MVG Ferreira, FHT Vieira, AA Cardoso
ETRI Journal 45 (1), 45-59 , 2023
2023
Citations: 2
Adaptive estimation of parameters of a Gaussian multifractal model of network traffic in the wavelet domain
DC Abrahao, AA Cardoso, FHT Vieira
IEEE Latin America Transactions 17 (07), 1199-1206 , 2019
2019
Citations: 2
Algoritmo de estimaçao adaptativa dos parâmetros da modelagem autorregressiva transformada aplicada a tráfego de rede
AA Cardoso, FHT Vieira, RAP Franco, MV Ferreira
XIII Simpósio Brasileiro de Automaao Inteligente , 2017
2017
Citations: 2
Estimaçao adaptativa de parâmetros do modelo arma transformado aplicado a séries de tráfego de redes
AA Cardoso, FHT Vieira, MV Ferreira
XLIX Simpósio Brasileiro de Pesquisa Operacional , 2017
2017
Citations: 2
Utilizaçao de programaçao linear inteira para posicionamento de concentradores GPRS em redes smart grid
GBC Souza, FH Viera, AA Cardoso, CR Lima, GA de Deus Júnior, ...
XI Simpósio Brasileiro de Automação ao Inteligente, 1-6 , 2013
2013
Citations: 2
Methodology for Generating Medical Images Applied to the Generation Of Synthetic Colon Polyps
LL Neves, AC Castro, AA Naves, HSG Paiva, RAP Franco, AA Cardoso
2025 47th Annual International Conference of the IEEE Engineering in … , 2025
2025
Citations: 1
Object Distance Estimation System with Deep Neural Networks
AF dos Santos Caraíba, AA Cardoso
2025 Brazilian Conference on Robotics (CROS) 1, 1-6 , 2025
2025
Citations: 1

Alisson Assis Cardoso

RESEARCH, TEACHING, or OTHER INTERESTS

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

MOST CITED SCHOLAR PUBLICATIONS