Automatic signal abnormality detection using time-frequency features and machine learning: A newborn EEG seizure case study. - Boualem Boashash; Samir Ouelha (Knowl. Based Syst., 2016)

A robust high-resolution time-frequency representation based on the local optimization of the short-time fractional Fourier transform. - Md. Abdul Awal; Samir Ouelha; Shiying Dong; Boualem Boashash (Digit. Signal Process., 2017)

An efficient inverse short-time Fourier transform algorithm for improved signal reconstruction by time-frequency synthesis: Optimality and computational issues. - Samir Ouelha; Sami Touati; Boualem Boashash (Digit. Signal Process., 2017)

Performance evaluation of time-frequency image feature sets for improved classification and analysis of non-stationary signals: Application to newborn EEG seizure detection. - Boualem Boashash; Hichem Barki; Samir Ouelha (Knowl. Based Syst., 2017)

An Improved Design of High-Resolution Quadratic Time-Frequency Distributions for the Analysis of Nonstationary Multicomponent Signals Using Directional Compact Kernels. - Boualem Boashash; Samir Ouelha (IEEE Trans. Signal Process., 2017)

Improving DOA Estimation Algorithms Using High-Resolution Quadratic Time-Frequency Distributions. - Samir Ouelha; Abdeldjalil Aïssa-El-Bey; Boualem Boashash (IEEE Trans. Signal Process., 2017)

Refining the ambiguity domain characteristics of non-stationary signals for improved time-frequency analysis: Test case of multidirectional and multicomponent piecewise LFM and HFM signals. - Boualem Boashash; Brahim K. Jawad; Samir Ouelha (Digit. Signal Process., 2018)

Designing high-resolution time-frequency and time-scale distributions for the analysis and classification of non-stationary signals: a tutorial review with a comparison of features performance. - Boualem Boashash; Samir Ouelha (Digit. Signal Process., 2018)

An improved time-frequency noise reduction method using a psycho-acoustic Mel model. - Samir Ouelha; Abdeldjalil Aïssa-El-Bey; Boualem Boashash (Digit. Signal Process., 2018)

Efficient software platform TFSAP 7.1 and Matlab package to compute Time-Frequency Distributions and related Time-Scale methods with extraction of signal characteristics. - Boualem Boashash; Samir Ouelha (SoftwareX, 2018)