Hamed Azami

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Neural Network Ensemble

Biomedical Signals

Top Venues

Publications

Mostafa Rostaghi, Sadegh Rostaghi, Anne Humeau-Heurtier, Tarek K. Rajji, Hamed Azami
NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data. Comput. Methods Programs Biomed. 243 (2024)
Ahmad Zandbagleh, Hamed Azami, Sattar Mirzakuchaki, Mohammad Reza Daliri, Saeid Sanei, Preethi Premkumar
Multiscale Fluctuation Dispersion Entropy of EEG as a Physiological Biomarker of Schizotypy. IEEE Access 11 (2023)
Andreia S. Gaudêncio, Hamed Azami, João M. R. Cardoso, Pedro G. Vaz, Anne Humeau-Heurtier
Bidimensional ensemble entropy: Concepts and application to emphysema lung computerized tomography scans. Comput. Methods Programs Biomed. 242 (2023)
Mostafa Rostaghi, Mohammad Mahdi Khatibi, Mohammad Reza Ashory, Hamed Azami
Refined Composite Multiscale Fuzzy Dispersion Entropy and Its Applications to Bearing Fault Diagnosis. Entropy 25 (11) (2023)
Mostafa Rostaghi, Mohammad Mahdi Khatibi, Mohammad Reza Ashory, Hamed Azami
Fuzzy Dispersion Entropy: A Nonlinear Measure for Signal Analysis. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Hamed Azami, Zhuoqing Chang, Steven E. Arnold, Guillermo Sapiro, Anoopum S. Gupta
Detection of Oculomotor Dysmetria From Mobile Phone Video of the Horizontal Saccades Task Using Signal Processing and Machine Learning Approaches. IEEE Access 10 (2022)
Hamed Azami, Saeid Sanei, Tarek K. Rajji
Ensemble entropy: A low bias approach for data analysis. Knowl. Based Syst. 256 (2022)
Mostafa Rostaghi, Mohammad Mahdi Khatibi, Mohammad Reza Ashory, Hamed Azami
Bearing Fault Diagnosis Using Refined Composite Generalized Multiscale Dispersion Entropy-Based Skewness and Variance and Multiclass FCM-ANFIS. Entropy 23 (11) (2021)
Mirvana Hilal, Clémence Berthin, Ludovic Martin, Hamed Azami, Anne Humeau-Heurtier
Bidimensional Multiscale Fuzzy Entropy and Its Application to Pseudoxanthoma Elasticum. IEEE Trans. Biomed. Eng. 67 (7) (2020)
Hamed Azami, Alberto Fernández, Javier Escudero
Multivariate Multiscale Dispersion Entropy of Biomedical Times Series. Entropy 21 (9) (2019)
Hamed Azami, Steven E. Arnold, Saeid Sanei, Zhuoqing Chang, Guillermo Sapiro, Javier Escudero, Anoopum S. Gupta
Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases. IEEE Access 7 (2019)
Hamed Azami, Peng Li, Steven E. Arnold, Javier Escudero, Anne Humeau-Heurtier
Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison. IEEE Access 7 (2019)
Hamed Azami, Luiz Eduardo Virgilio da Silva, Ana Carolina Mieko Omoto, Anne Humeau-Heurtier
Two-dimensional dispersion entropy: An information-theoretic method for irregularity analysis of images. Signal Process. Image Commun. 75 (2019)
Hamed Azami, Javier Escudero
Coarse-Graining Approaches in Univariate Multiscale Sample and Dispersion Entropy. Entropy 20 (2) (2018)
Hamed Azami, Javier Escudero
Amplitude- and Fluctuation-Based Dispersion Entropy. Entropy 20 (3) (2018)
Nadia Mammone, Gaoxiang Ouyang, Hamed Azami
Advanced Methods to Analyse the Complexity of the Brain. Complex. 2018 (2018)
Hamed Azami, Javier Escudero
Amplitude- and Frequency-based Dispersion Patterns and Entropy. CoRR (2017)
Hamed Azami, Daniel Abásolo, Samantha Simons, Javier Escudero
Univariate and Multivariate Generalized Multiscale Entropy to Characterise EEG Signals in Alzheimer's Disease. Entropy 19 (1) (2017)
Hamed Azami, Alberto Fernández, Javier Escudero
Refined multiscale fuzzy entropy based on standard deviation for biomedical signal analysis. Medical Biol. Eng. Comput. 55 (11) (2017)
Hamed Azami, Mostafa Rostaghi, Daniel E. Abásolo, Javier Escudero
Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals. IEEE Trans. Biomed. Eng. 64 (12) (2017)
Hamed Azami, Javier Escudero, Anne Humeau-Heurtier
Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures. IEEE Signal Process. Lett. 24 (9) (2017)
Hamed Azami, Eli Kinney-Lang, Ahmed Ebied, Alberto Fernández, Javier Escudero
Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease. EMBC (2017)
Hamed Azami, Javier Escudero
Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings. Biomed. Signal Process. Control. 23 (2016)
Javier Escudero, Keith Smith, Hamed Azami, Daniel Abásolo
Inspection of short-time resting-state electroencephalogram functional networks in Alzheimer's disease. EMBC (2016)
Hamed Azami, Keith Smith, Javier Escudero
MEMD-enhanced multivariate fuzzy entropy for the evaluation of complexity in biomedical signals. EMBC (2016)
Hamed Azami, Javier Escudero
Amplitude-aware permutation entropy: Illustration in spike detection and signal segmentation. Comput. Methods Programs Biomed. 128 (2016)
Hamed Azami, Mostafa Rostaghi, Javier Escudero
Refined Composite Multiscale Dispersion Entropy: A Fast Measure of Complexity. CoRR (2016)
Hamed Azami, Mostafa Rostaghi, Alberto Fernández, Javier Escudero
Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease. EMBC (2016)
Mostafa Rostaghi, Hamed Azami
Dispersion Entropy: A Measure for Time-Series Analysis. IEEE Signal Process. Lett. 23 (5) (2016)
Hamed Azami, Alberto Fernández, Javier Escudero
Refined Multiscale Fuzzy Entropy based on Standard Deviation for Biomedical Signal Analysis. CoRR (2016)
Keith Smith, Hamed Azami, Javier Escudero, Mario A. Parra, John M. Starr
Comparison of network analysis approaches on EEG connectivity in beta during Visual Short-term Memory binding tasks. EMBC (2015)
Hamed Azami, Javier Escudero
A comparative study of breast cancer diagnosis based on neural network ensemble via improved training algorithms. EMBC (2015)
Keith Smith, Hamed Azami, Mario A. Parra, John M. Starr, Javier Escudero
Cluster-span threshold: An unbiased threshold for binarising weighted complete networks in functional connectivity analysis. EMBC (2015)
Hamed Azami, Javier Escudero
Combination of signal segmentation approaches using fuzzy decision making. EMBC (2015)
Hamed Azami, Keith Smith, Alberto Fernández, Javier Escudero
Evaluation of resting-state magnetoencephalogram complexity in Alzheimer's disease with multivariate multiscale permutation and sample entropies. EMBC (2015)
Milad Azarbad, Hamed Azami, Saeid Sanei, Ataollah Ebrahimzadeh
New Neural Network-based Approaches for GPS GDOP Classification based on Neuro-Fuzzy Inference System, Radial Basis Function, and Improved Bee Algorithm. Appl. Soft Comput. 25 (2014)
Hamed Azami, Saeid Sanei
Spike detection approaches for noisy neuronal data: Assessment and comparison. Neurocomputing 133 (2014)
Hamed Azami, Milad Azarbad, Saeid Sanei
Segmentation of medical images based on hierarchical evolutionary and bee algorithms. MLSP (2013)
Hamed Azami, Mohammad Reza Mosavi, Saeid Sanei
Classification of GPS Satellites Using Improved Back Propagation Training Algorithms. Wirel. Pers. Commun. 71 (2) (2013)
Hamed Azami, Saeid Sanei, Karim Mohammadi, Hamid Hassanpour
A hybrid evolutionary approach to segmentation of non-stationary signals. Digit. Signal Process. 23 (4) (2013)
Hamed Azami, Alireza Khosravi, Milad Malekzadeh, Saeid Sanei
A New Adaptive Signal Segmentation Approach Based on Hiaguchi's Fractal Dimension. ICIC (3) (2012)
Milad Malekzadeh, Alireza Khosravi, Saeed Alighale, Hamed Azami
Optimization of Orthogonal Poly Phase Coding Waveform Based on Bees Algorithm and Artificial Bee Colony for MIMO Radar. ICIC (1) (2012)