Patrick Marques Ciarelli

Federal University of Espírito Santo

15H指数

131论文数

702被引数

收录论文 22

发表时间

Power Transformer Fault Prediction Using Dissolved Gas Analysis and Neural Networks 利用溶解气体分析和神经网络进行电力变压器故障预测

Energies

IF3.2

2026-06-23

OAAI

Alcebíades Rangel Bessa; Jussara Farias Fardin; Patrick Marques Ciarelli; Lucas Frizera Encarnação

Detection of abnormal EEG via spectral microstate dynamics and gate neural networks 通过频谱微态动力学和门控神经网络检测异常脑电图

Biomedical Signal Processing and Control

IF4.9

2026-04-28

PREAI

Vladimir da Rocha Cordeiro Junior; Lorraine Marques Alves; Patrick Marques Ciarelli

3W Dataset 2.0.0: a realistic and public dataset with rare undesirable real events in oil wells 3W数据集2.0.0：一个包含罕见不期望真实事件的现实且公开的油井数据集

Scientific Data

IF6.9

2026-04-24

OAAI

Ricardo Emanuel Vaz Vargas; Afrânio José de Melo Junior; Claudio Benevenuto de Campos Lima; Jean Carlos Dias de Araújo; Mateus de Araujo Fernandes; Rogério Leite Alves Pinto; Jader Riso Barbosa; Celso José Munaro; Patrick Marques Ciarelli; Flávio Miguel Varejão; Felipe Muntzberg Barrocas; João Neuenschwander Escosteguy Carneiro; Matheus Lima Scramignon; Rodrigo Castello Branco; Tiago Pereira Siqueira; Eduardo Toledo de Lima Junior; Igor de Melo Nery Oliveira; Lucas Gouveia Omena Lopes; Lucas Pereira de Gouveia; Guilherme Fidelis Peixer; Jaime Andrés Lozano Cadena

Psycho-Behavioral Disorders Classification Using Microstates Syntax and Natural Language Processing 基于微状态语法和自然语言处理的心理学行为障碍分类

IEEE Access

IF3.6

2026-03-09

OAAI

Lorraine Marques Alves; Mariane Lima De Souza; Klaus Fabian Côco; Patrick Marques Ciarelli

Spatial patterns of probability distributions for concentration fluctuations at the street network scale 街道网络尺度上浓度波动概率分布的空间模式

Building and Environment

IF7.6

2025-08-22

PREAI

Karine Klippel; Elisa Valentim Goulart; Torsten Auerswald; Elson Galvão; Patrick Marques Ciarelli; Neyval Costa Reis; Omduth Coceal

Enhancing one-Class classifiers performance in multivariate time series through dynamic clustering: A case study on hydraulic system fault detection 通过动态聚类提升多变量时间序列中One-Class分类器的性能：液压系统故障检测的案例分析

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-06-17

PREAI

Machado, Andre Paulo Ferreira; Munaro, Celso Jose; Ciarelli, Patrick Marques

A Somatotype Classification Approach Based on Generative AI and Frontal Images of Individuals 基于生成式AI和个体正面图像的体型分类方法

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Brasil, Antonio R. A.; Amaral, Fabian T.; Oliveira, Licia Cristina de Lima; Brasil, Girlandia A.; Coco, Klaus F.; Marques Ciarelli, Patrick

Time series clustering to improve one-class classifier performance

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-06-01

PREAI

Machado, Andre Paulo Ferreira; Munaro, Celso Jose; Ciarelli, Patrick Marques; Vargas, Ricardo Emanuel Vaz

Use of deep neural networks for clogging detection in the Submerged Entry Nozzle of the continuous casting

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-03-01

PREAI

Diniz, Ana Paula Miranda; Ciarelli, Patrick Marques; Salles, Evandro Ottoni Teatini; Coco, Klaus Fabian

Supervised kernel density estimation K-means

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-04-01

PREAI

Bortoloti, Frederico Damasceno; de Oliveira, Elias; Ciarelli, Patrick Marques

A New Approach to Enhanced Swarm Intelligence Applied to Video Target Tracking

SENSORS

IF3.5

2021-03-09

OAAI

de Castro, Edwards Cerqueira; Salles, Evandro Ottoni Teatini; Ciarelli, Patrick Marques

Detection of Multiple Small Temperature Events Simultaneously on a Distributed Temperature Map

IEEE SENSORS JOURNAL

IF4.5

2021-02-15

PREAI

Silva, Luis C. B.; Ciarelli, Patrick M.; Silva, Jean C. C.; Costa, Igor B. V.; Segatto, Marcelo E. V.; Pontes, Maria J.; Castellani, Carlos E. S.

ML-Based DDoS Detection and Identification Using Native Cloud Telemetry Macroscopic Monitoring

JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

IF3.9

2021-01-20

PREAI

Correa, Joao Henrique; Ciarelli, Patrick M.; Ribeiro, Moises R. N.; Villaca, Rodolfo S.

Fast Deep Stacked Networks based on Extreme Learning Machine applied to regression problems

NEURAL NETWORKS

IF6.3

2020-11-01

PREAI

Souza da Silva, Bruno Legora; Inaba, Fernando Kentaro; Teatini Salles, Evandro Ottoni; Ciarelli, Patrick Marques

A Class-Independent Texture-Separation Method Based on a Pixel-Wise Binary Classification

SENSORS

IF3.5

2020-09-22

OAAI

Soares, Lucas de Assis; Coco, Klaus Fabian; Ciarelli, Patrick Marques; Teatini Salles, Evandro Ottoni

Outlier Robust Extreme Machine Learning for multi-target regression 多目标回归的离群鲁棒极限机器学习

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-02-01

PREAI

Souza da Silva, Bruno Legora; Inaba, Fernando Kentaro; Teatini Salles, Evandro Ottoni; Ciarelli, Patrick Marques

Novelty Detection in Social Media by Fusing Text and Image Into a Single Structure

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Amorim, Marta; Bortoloti, Frederico D.; Ciarelli, Patrick M.; Salles, Evandro O. T.; Cavalieri, Daniel C.

Modification in the SAR Super-Resolution Model Using the Fractal Descriptor LMME in the Term Regularizer

IEEE ACCESS

IF3.6

2018-01-01

OAAI

Campana, Vitor F.; Coco, Klaus F.; Teatini Salles, Evandro Ottoni; Ciarelli, Patrick M.

Recommendation of programming activities by multi-label classification for a formative assessment of students 通过多标签分类推荐编程活动，以对学生进行形成性评估

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2013-11-01

PREAI

de Oliveira, Marcia Goncalves; Ciarelli, Patrick Marques; Oliveira, Elias

An incremental neural network with a reduced architecture

NEURAL NETWORKS

IF6.3

2012-11-01

PREAI

Ciarelli, Patrick Marques; Oliveira, Elias; Salles, Evandro O. T.

研究方向