Allan Kardec Barros

According to our database1, Allan Kardec Barros authored at least 61 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
Attesting compliance of biodiesel quality using composition data and classification methods.
Neural Computing and Applications, 2019

Identification of Hypsarrhythmia in Children with Microcephaly Infected by Zika Virus.
Entropy, 2019

Support system for classification of beat-to-beat arrhythmia based on variability and morphology of electrocardiogram.
EURASIP J. Adv. Sig. Proc., 2019

2018
A Nonquadratic Algorithm Based on the Extended Recursive Least-Squares Algorithm.
IEEE Signal Process. Lett., 2018

2017
Detecting masses in dense breast using independent component analysis.
Artificial Intelligence in Medicine, 2017

A Comparative Study for Sentiment Analysis on Election Brazilian News.
Proceedings of the 11th Brazilian Symposium in Information and Human Language Technology, 2017

2016
Method to characterize and classify atrial fibrillation based on kurtosis.
Proceedings of the IEEE International Conference on Industrial Technology, 2016

A Simple Algorithm for Topographic ICA.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
An algorithm based on non-squared sum of the errors.
Signal Processing, 2015

2014
Convergence Analysis using non-squares estimators to approximate the solution of HJB-Riccati equation for the design DLQR via HDP.
Proceedings of the UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, 2014

Heart failure discrimination using matching pursuit decomposition.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Estimators Based on Non-squares Loss Functions to Approximate HJB-Riccati Equation Solution for DLQR Design via HDP.
Proceedings of the IEEE International Conference on Systems, 2013

2012
An adaptive recursive algorithm based on non-quadratic function of the error.
Signal Processing, 2012

Extraction of signals with higher order temporal structure using Correntropy.
Signal Processing, 2012

Segmentation of Depth-of-Field Images Based on the Response of ICA Filters.
IEICE Transactions, 2012

2011
Testing Predictive Properties of Efficient Coding Models with Synthetic Signals Modulated in Frequency.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Effects of Second-Order Statistics on Independent Component Filters.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
Extraction of signals with specific temporal structure using kernel methods.
IEEE Trans. Signal Processing, 2010

Analyzing Differences between Gabor Functions and Ica Filters Learned from Natural Scenes.
Austr. J. Intelligent Information Processing Systems, 2010

Wavelet Entropy Measure Based on Matching Pursuit Decomposition and Its Analysis to Heartbeat Intervals.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

2009
Influence of low frequency noise in adaptive estimation using the LMS algorithm.
Signal Processing, 2009

Heart Instantaneous Frequency Based Estimation of HRV from Blood Pressure Waveforms.
IEICE Transactions, 2009

Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Segmentation of Natural and Man-Made Structures by Independent Component Analysis.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

On the Influence of Low Frequency Components in the Weight Behaviour of the LMS Algorithm.
Proceedings of the BIOSIGNALS 2009, 2009

2008
An Analysis of the Autonomic Cardiac Activity by Reducing the Interplay between Sympathetic and Parasympathetic Information.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
A Multimodal Approach to Communicative Interactivity Classification.
VLSI Signal Processing, 2007

On The Time Constant Under General Error Criterion.
IEEE Signal Process. Lett., 2007

Independent Component Analysis and Blind Source Separation.
Signal Processing, 2007

Diagnosis of Lung Nodule Using Independent Component Analysis in Computerized Tomography Images.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

On-line Algorithm for Extraction of Specific Signals with Temporal Structure.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Image Compression by Redundancy Reduction.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

ECG Compression by Efficient Coding.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Extraction of Gastric Electrical Response Activity from Magnetogastrographic Recordings by DCA.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Introductory Note.
VLSI Signal Processing, 2006

Using non-linear even functions for error minimization in adaptive filters.
Neurocomputing, 2006

Modified scaled Fourier linear combiner in thoracic impedance cardiography.
Comp. in Bio. and Med., 2006

An Adaptive Algorithm Based On The Sigmoidal Function.
Proceedings of the SBRN 2006, 2006

Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Speech Enhancement Based on the Response Features of Facilitated EI Neurons.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005
Single channel speech enhancement by efficient coding.
Signal Processing, 2005

Diagnosis of Breast Cancer in Digital Mammograms Using Independent Component Analysis and Neural Networks.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Closely Arranged Directional Microphone for Source Separation: Effectiveness in Reduction of the Number of Taps and Preventing Factors.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Wavelet-Like Receptive Fields Emerges by Non-Linear Minimization of Neuron Error.
Int. J. Neural Syst., 2003

An algorithm based on the even moments of the error.
Proceedings of the NNSP 2003, 2003

2002
Estimation of speech embedded in a reverberant and noisy environment by independent component analysis and wavelets.
IEEE Trans. Neural Networks, 2002

Extracting the fetal heart rate variability using a frequency tracking algorithm.
Neurocomputing, 2002

Neural Coding by Redundancy Reduction and Correlation.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

2001
Heart instantaneous frequency (HIF): an alternative approach to extract heart rate variability.
IEEE Trans. Biomed. Engineering, 2001

Extraction of Specific Signals with Temporal Structure.
Neural Computation, 2001

Estimation of speech embedded in a reverberant environment with multiple sources of noise.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Extraction of event-related signals from multichannel bioelectrical measurements.
IEEE Trans. Biomed. Engineering, 2000

Extraction of Statistically Dependent Sources with Temporal Structure.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

Extraction of Sleep-Spindles from the Electroencephalogram (EEG).
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

1999
Robust batch algorithm for sequential blind extraction of noisy biomedical signals.
Proceedings of the ISSPA '99. Proceedings of the Fifth International Symposium on Signal Processing and its Applications, 1999

1998
Removing artifacts from electrocardiographic signals using independent components analysis.
Neurocomputing, 1998

A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information.
Proceedings of the 5th Brazilian Symposium on Neural Networks (SBRN '98), 1998

Application of ICA in the Separation of Breathing Artifacts in ECG Signal.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Comparison among Three Estimators for High Order Statistics.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Blind Separation for Convolutive Mixtures of Non-stationary Signals.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998


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