Personal information

machine learning; image processing; information retrieval; signal processing
Brazil

Activities

Employment (1)

Universidade Federal do Espírito Santo: Vitoria, ES, BR

2010-08-26 to present | Professor (Departamento de Engenharia Elétrica)
Employment
Source: Self-asserted source
Patrick Marques Ciarelli

Education and qualifications (3)

Universidade Federal do Espírito Santo: Vitoria, ES, BR

2008-03-10 to 2012-12-12 | Doutorado em Engenharia Elétrica (Departamento de Engenharia Elétrica)
Qualification
Source: Self-asserted source
Patrick Marques Ciarelli

Universidade Federal do Espírito Santo: Vitoria, ES, BR

2006-08-05 to 2008-02-10 | Mestrado em Engenharia Elétrica (Departamento de Engenharia Elétrica)
Qualification
Source: Self-asserted source
Patrick Marques Ciarelli

Universidade Federal do Espírito Santo: Vitoria, ES, BR

2001-08-05 to 2006-07-25 | Bacharel em Engenharia Elétrica (Departamento de Engenharia Elétrica)
Qualification
Source: Self-asserted source
Patrick Marques Ciarelli

Works (50 of 97)

Items per page:
Page 1 of 2

Time series clustering to improve one-class classifier performance

Expert Systems with Applications
2024-06 | Journal article
Contributors: André Paulo Ferreira Machado; Celso Jose Munaro; Patrick Marques Ciarelli; Ricardo Emanuel Vaz Vargas
Source: check_circle
Crossref

A fast online stacked regressor to handle concept drifts

Engineering Applications of Artificial Intelligence
2024-05 | Journal article
Contributors: Bruno Légora Souza da Silva; Patrick Marques Ciarelli
Source: check_circle
Crossref

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

Expert Systems with Applications
2024-03 | Journal article
Contributors: Ana Paula Miranda Diniz; Patrick Marques Ciarelli; Evandro Ottoni Teatini Salles; Klaus Fabian Coco
Source: check_circle
Crossref

Browning index: An image processing technique to aid in the segmentation of skin lesions on dermatoscopic images

2023-12-31 | Conference paper
Contributors: Edmilson Santos Filho; Evandro Salles; Jacques Facon; Patrick Ciarelli
Source: check_circle
Crossref

Improving performance of one-class classifiers applied to anomaly detection in oil wells

Journal of Petroleum Science and Engineering
2022-11 | Journal article
Contributors: André Paulo Ferreira Machado; Ricardo Emanuel Vaz Vargas; Patrick Marques Ciarelli; Celso Jose Munaro
Source: check_circle
Crossref

A new approach to enhanced swarm intelligence applied to video target tracking

Sensors
2021 | Journal article
EID:

2-s2.0-85102132587

Part of ISSN: 14248220
Contributors: de Castro, E.C.; Salles, E.O.T.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Application of Data Augmentation Techniques for Hate Speech Detection with Deep Learning

2021 | Book chapter
Contributors: Lígia Iunes Venturott; Patrick Marques Ciarelli
Source: check_circle
Crossref

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

Journal of Network and Systems Management
2021 | Journal article
EID:

2-s2.0-85099506210

Part of ISSN: 15737705 10647570
Contributors: Corrêa, J.H.; Ciarelli, P.M.; Ribeiro, M.R.N.; Villaça, R.S.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Supervised kernel density estimation K-means

Expert Systems with Applications
2021 | Journal article
EID:

2-s2.0-85096842277

Part of ISSN: 09574174
Contributors: Bortoloti, F.D.; Oliveira, E.D.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

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

IEEE Sensors Journal
2021-02-15 | Journal article
Contributors: Luis C. B. Silva; Patrick M. Ciarelli; Jean C. C. Silva; Igor B. V. Costa; Marcelo E. V. Segatto; Maria J. Pontes; Carlos E. S. Castellani
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A class-independent texture-separation method based on a pixel-wise binary classification

Sensors (Switzerland)
2020 | Journal article
EID:

2-s2.0-85091428381

Part of ISSN: 14248220
Contributors: Soares, L.A.; Côco, K.F.; Ciarelli, P.M.; Salles, E.O.T.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Data Augmentation for improving Hate Speech Detection on Social Networks

ACM International Conference Proceeding Series
2020 | Conference paper
EID:

2-s2.0-85097351777

Contributors: Venturott, L.I.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

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

Neural Networks
2020 | Journal article
EID:

2-s2.0-85088525565

Part of ISSN: 18792782 08936080
Contributors: da Silva, B.L.S.; Inaba, F.K.; Salles, E.O.T.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Industrial Optical Character Recognition System in Printing Quality Control of Hot-Rolled Coils Identification

Journal of Control, Automation and Electrical Systems
2020 | Journal article
EID:

2-s2.0-85076050913

Part of ISSN: 21953899 21953880
Contributors: Caldeira, T.; Ciarelli, P.M.; Neto, G.A.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Outlier Robust Extreme Machine Learning for multi-target regression

Expert Systems with Applications
2020 | Journal article
EID:

2-s2.0-85071467879

Part of ISSN: 09574174
Contributors: Silva, B.L.S.D.; Inaba, F.K.; Salles, E.O.T.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Construção de Dicionário de Palavras para Análise de Sentimentos em Tweets

X Computer on the Beach
2019 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Feature extraction in an ensemble of multiple local classifiers for fault diagnosis in industrial processes

IFAC-PapersOnLine
2019 | Conference paper
EID:

2-s2.0-85070548443

Part of ISSN: 24058963
Contributors: Santi, G.B.; Assis, A.A.; Rebli, V.N.; Ciarelli, P.M.; Rauber, T.W.; Munaro, C.J.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Identificação de sentimento em voz por meio da combinação de classificações intermediárias dos sinais em excitação, val̂encia e quadrante

XIX Simpósio Brasileiro de Computação Aplicada à Saúde
2019 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

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

IEEE Access
2019 | Journal article
EID:

2-s2.0-85077814347

Part of ISSN: 21693536
Contributors: Amorim, M.; Bortoloti, F.D.; Ciarelli, P.M.; Salles, E.O.T.; Cavalieri, D.C.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

On machine learning dos attack identification from cloud computing telemetry

arXiv
2019 | Other
EID:

2-s2.0-85095629813

Part of ISSN: 23318422
Contributors: Corrêa, J.H.; Ciarelli, P.M.; Ribeiro, M.R.N.; da Silva Villaca, R.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Outlier robust extreme learning machine for multi-target regression

arXiv
2019 | Other
EID:

2-s2.0-85094268524

Part of ISSN: 23318422
Contributors: Da Silva, B.L.S.; Inaba, F.K.; Salles, E.O.T.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Segmentation of Tuberculosis Bacilli in Conventional Microscopy Images Through Accelerated CNN Using Dilated Convolutions

X Computer on the Beach
2019 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Use of Deep Learning for Firearms Detection in Images

XV Workshop de Visão Computacional
2019 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

A realistic and public dataset with rare undesirable real events in oil wells

Journal of Petroleum Science and Engineering
2019-07 | Journal article
Part of ISSN: 0920-4105
Source: Self-asserted source
Patrick Marques Ciarelli
grade
Preferred source (of 2)‎

Identification of Corrosive Substances and Types of Corrosion Through Electrochemical Noise Using Signal Processing and Machine Learning

Journal of Control, Automation and Electrical Systems
2019-02 | Journal article
Contributors: Lorraine Marques Alves; Romulo Almeida Cotta; Patrick Marques Ciarelli; Evandro O. T. Salles; Klaus F. Côco; Jorge L. A. Samatelo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Fast Deep Stacked Network Using Extreme Learning Machine

22° Congresso Brasileiro de Automática (CBA)
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Analysing rotation-invariance of a log-polar transformation in convolutional neural networks

International Joint Conference on Neural Networks
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli
grade
Preferred source (of 2)‎

Automated Time Up and Go Test with Redundant IMU System

6° Encontro Nacional de Engenharia Biomeĉanica
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Classifying Texture Images Using Artificial Agents, Fractal Dimension and Extreme Learning Machines

22° Congresso Brasileiro de Automática (CBA)
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Fusão de redes convolucionais heteroĝeneas para detecção de novidades em redes sociais

22° Congresso Brasileiro de Automática (CBA)
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Improving Super-Resolution Reconstruction with Regularized Extreme Learning Machine Networks

International Joint Conference on Neural Networks
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli
grade
Preferred source (of 2)‎

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

IEEE Access
2018 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Patrick Marques Ciarelli
grade
Preferred source (of 2)‎

Rastreamento De Alvos Em Vídeo Via Algoritmo Shuffled Frog Leaping Optimization

22° Congresso Brasileiro de Automática (CBA)
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Segmentação de Bacilos de Tuberculose em Imagens de Microscopia Convencional Usando Redes Neurais Convolucionais

22° Congresso Brasileiro de Automática (CBA)
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Swarm Strategy and Color Probability Density for Visual Tracking

Brazilian Technology Symposium
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Texture representation and classification with artificial hikers and fractals

Congress on Evolutionary Computation
2018 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli
grade
Preferred source (of 2)‎

Analysis of Approaches for Cancer Detection in Digital Mammographies

Simpósio Brasileiro de Automação Inteligente (SBAI)
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Detecção de falhas de processos não lineares via análise externa com múltiplos modelos

Simpósio Brasileiro de Automação Inteligente (SBAI)
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Extração e seleção de características em múltiplos classificadores locais para diagnóstico de falhas em processos industriais

XIII Congresso Brasileiro de Inteliĝencia Computacional
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Identification of Corrosive Substances through Electrochemical Noise using Wavelet and Recurrence Quantification Analysis

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli
grade
Preferred source (of 2)‎

Identification of types of corrosion through electrochemical noise using machine learning techniques

ICPRAM 2017 - Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods
2017 | Conference paper
EID:

2-s2.0-85049582669

Contributors: Alves, L.M.; Cotta, R.A.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Monitoração de Eventos Indesejados em Poços Marítimos Surgente da UO-ES Baseada em Dados Históricos

5° Congresso de Instrumentação, Controle e Automação da Petrobras (CICAP)
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Parametrização de Diagnóstico de Falhas de Processos em Múltiplas Regiões de Operação Utilizando Análise Externa

Simpósio Brasileiro de Automação Inteligente (SBAI)
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Proposal for two classifiers of offshore naturally flowing wells events using k-nearest neighbors, sliding windows and time multiscale

2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017
2017 | Conference paper
EID:

2-s2.0-85034061802

Contributors: Vargas, R.E.V.; Munaro, C.J.; Ciarelli, P.M.; De Araujo, J.C.D.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Um Algoritmo Modificado de Otimização por Enxame de Partículas para Seleção de Características em Aprendizagem não-Supervisionada

Simpósio Brasileiro de Automação Inteligente (SBAI)
2017 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

O sentimento político em redes sociais: big data, algoritmos e as emoções nos tweets sobre o impeachment de Dilma Rousseff | Political sentiment in social networks: big data, algorithims and emotions in tweets about the impeachment of Dilma Rousseff

Liinc em Revista
2017-12-01 | Journal article
Part of ISSN: 1808-3536
Source: Self-asserted source
Patrick Marques Ciarelli

Achieving semi-supervised incremental learning with Learn++ and simple recycled selection

Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2016
2016 | Conference paper
EID:

2-s2.0-84979867327

Contributors: Bortoloti, F.D.; Ciarelli, P.M.
Source: Self-asserted source
Patrick Marques Ciarelli via Scopus - Elsevier

Combining Density Map and Predict Detections for Pedestrian Detection in Crowds

XII Workshop de Visão Computacional
2016 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Diagnóstico de Cavitação nos Internos de Válvulas de Controle

XXI Congresso Brasileiro de Automática (CBA)
2016 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli

Edge Detection and Confidence Map Applied to Identify Textual Elements in Images

XII Workshop de Visão Computacional
2016 | Journal article
Source: Self-asserted source
Patrick Marques Ciarelli
Items per page:
Page 1 of 2

Peer review (19 reviews for 5 publications/grants)

Review activity for Computers in biology and medicine. (5)
Review activity for Journal of intelligent & robotic systems. (2)
Review activity for Medical & biological engineering & computing. (1)
Review activity for Neural computing & applications. (10)
Review activity for Research on Biomedical Engineering. (1)