Romis Ribeiro de Faissol Attux

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Joao Marcos Travassos RomanoFull Professor, Universidade Estadual de Campinas (Unicamp)Verified email at decom.fee.unicamp.br
Diogo SorianoProfessor de Engenharia Biomédica da Universidade Federal do ABC (UFABC)Verified email at ufabc.edu.br
Leonardo Tomazeli DuarteAssociate Professor at University of Campinas (UNICAMP)Verified email at fca.unicamp.br
Fernando J. Von ZubenDCA/FEEC/UnicampVerified email at dca.fee.unicamp.br
Denis Gustavo FantinatoAssistant Professor at Universidade Estadual de Campinas (UNICAMP)Verified email at unicamp.br
Thiago Bulhões da Silva CostaUniversidade Federal de São Paulo (UNIFESP)Verified email at unifesp.br
Daniel Guerreiro e SilvaAssistant Professor at University of Brasília - UnBVerified email at unb.br
Christian JuttenEmeritus Prof. of Statistical Signal Processing, Univ. Grenoble Alpes, Institut Universitaire deVerified email at gipsa-lab.fr
Rafael FerrariProfessor da Faculdade de Engenharia Elétrica e de Computação - UNICAMPVerified email at dca.fee.unicamp.br
Carlos Alberto Stefano FilhoData Scientist; PhD in Aplied PhysicsVerified email at ifi.unicamp.br
Sarah Negreiros de Carvalho LeiteProfessora no Instituto Tecnológico de AeronáuticaVerified email at gp.ita.br
Everton Zaccaria NadalinSamsungVerified email at coinove.com.br
Christiano Lyra FilhoFaculdade de Engenharia Elétrica e de Computação, Universidade de Campinas (UNICAMP)Verified email at densis.fee.unicamp.br
Filipe Ieda FazanaroProfessor Adjunto IV - UFABCVerified email at ufabc.edu.br
Jugurta MontalvãoUniversidade Federal de Sergipe (UFS)Verified email at ufs.br
Leandro Nunes de CastroU. A. Whitaker College of Engineering, Florida Gulf Coast UniversityVerified email at fgcu.edu
José R. de OliveiraProfessor de Engenharia Elétrica, Universidade Estadual de CampinasVerified email at unicamp.br
Rafael Assato AndoGIPSA-Lab; University of CampinasVerified email at gipsa-lab.grenoble-inp.fr
Charles Casimiro CavalcanteAssociate Professor, Universidade Federal do Ceará, Fortaleza - BrazilVerified email at gtel.ufc.br
MARCIO EISENCRAFTEscola Politécnica - University of São PauloVerified email at usp.br

Romis Ribeiro de Faissol Attux

Professor - DCA/FEEC/UNICAMP

Verified email at dca.fee.unicamp.br

Inteligência computacional tratamento da informação sistemas dinâmicos


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A deep convolutional neural network for COVID-19 detection using chest X-rays PRAS Bassi, R Attux Research on Biomedical Engineering 38 (1), 139-148, 2022	178	2022
Unsupervised Signal Processing: Channel Equalization and Source Separation JMT Romano CRC Press, 2010	141*	2010
Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs SN Carvalho, TBS Costa, LFS Uribe, DC Soriano, GFG Yared, ... Biomedical Signal Processing and Control 21, 34-42, 2015	97	2015
Chaotic Signals in Digital Communications M Eisencraft, R Attux, R Suyama CRC Press, 2013	94*	2013
An extended echo state network using Volterra filtering and principal component analysis L Boccato, A Lopes, R Attux, FJ Von Zuben Neural Networks 32, 292-302, 2012	68	2012
Can graph metrics be used for EEG-BCIs based on hand motor imagery? CA Stefano Filho, R Attux, G Castellano Biomedical Signal Processing and Control 40, 359-365, 2018	60	2018
Can graph metrics be used for EEG-BCIs based on hand motor imagery? CA Stefano Filho, R Attux, G Castellano Biomedical Signal Processing and Control 40, 359-365, 2018	60	2018
Chaos-based communication systems in non-ideal channels M Eisencraft, RD Fanganiello, JMV Grzybowski, DC Soriano, R Attux, ... Communications in Nonlinear Science and Numerical Simulation 17 (12), 4707-4718, 2012	59	2012
UNORGANIZED MACHINES FOR SEASONAL STREAMFLOW SERIES FORECASTING H Siqueira, L Boccato, R Attux, C Lyra International journal of neural systems 24 (03), 1430009, 2014	53	2014
A method for Lyapunov spectrum estimation using cloned dynamics and its application to the discontinuously-excited FitzHugh–Nagumo model DC Soriano, FI Fazanaro, R Suyama, JR de Oliveira, R Attux, MK Madrid Nonlinear Dynamics 67 (1), 413-424, 2012	51	2012
Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants H Siqueira, L Boccato, I Luna, R Attux, C Lyra Applied Soft Computing 68, 494-506, 2018	47	2018
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines GP Coelho, CC Barbante, L Boccato, RRF Attux, JR Oliveira, ... Neural Networks (IJCNN), The 2012 International Joint Conference on, 1-8, 2012	40	2012
Application of natural computing algorithms to maximum likelihood estimation of direction of arrival L Boccato, R Krummenauer, R Attux, A Lopes Signal Processing 92 (5), 1338-1352, 2012	40	2012
Space-time recurrences for functional connectivity evaluation and feature extraction in motor imagery brain-computer interfaces PG Rodrigues, R Attux, G Castellano, DC Soriano Medical & biological engineering & computing 57 (8), 1709-1725, 2019	37	2019
An echo state network architecture based on Volterra filtering and PCA with application to the channel equalization problem L Boccato, A Lopes, R Attux, FJV Zuben Neural Networks (IJCNN), The 2011 International Joint Conference on, 580-587, 2011	37	2011
Transfer learning and SpecAugment applied to SSVEP based BCI classification PRAS Bassi, W Rampazzo, R Attux Biomedical Signal Processing and Control 67, 102542, 2021	32	2021
Improving image classification with frequency domain layers for feature extraction JA Stuchi, MA Angeloni, RF Pereira, L Boccato, G Folego, PVS Prado, ... Machine Learning for Signal Processing (MLSP), 2017 IEEE 27th International …, 2017	32	2017
Echo state networks and extreme learning machines: A comparative study on seasonal streamflow series prediction H Siqueira, L Boccato, R Attux, C Lyra International Conference on Neural Information Processing, 491-500, 2012	31	2012
Echo state networks for seasonal streamflow series forecasting H Siqueira, L Boccato, R Attux, C Lyra Filho International Conference on Intelligent Data Engineering and Automated …, 2012	28	2012
EEG sensorimotor rhythms’ variation and functional connectivity measures during motor imagery: linear relations and classification approaches CA Stefano Filho, R Attux, G Castellano PeerJ 5, e3983, 2017	27	2017

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