A survey of artificial intelligence approaches in blind source separation

S Ansari, AS Alatrany, KA Alnajjar, T Khater… - Neurocomputing, 2023 - Elsevier
In various signal processing applications, such as audio signal recovery, the extraction of
desired signals from a mixture of other signals is a crucial task. To achieve superior …

Pipeline multipoint leakage detection method based on KKL-MSCNN

X Lang, L Yuan, S Li, M Liu - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
To address the issue of multipoint leakage detection in energy transportation systems, a
multiscale convolutional neural network based on kurtosis and Kullback-Leibler divergence …

A robust hybrid neural network architecture for blind source separation of speech signals exploiting deep learning

S Ansari, KA Alnajjar, T Khater, S Mahmoud… - IEEE …, 2023 - ieeexplore.ieee.org
In the contemporary era, blind source separation has emerged as a highly appealing and
significant research topic within the field of signal processing. The imperative for the …

Explainable machine learning model for Alzheimer detection using genetic data: A genome-wide association study approach

T Khater, S Ansari, AS Alatrany, H Alaskar… - IEEE …, 2024 - ieeexplore.ieee.org
Recent research has revealed that using machine learning systems for the analysis of
genetic data could reliably detect Alzheimer's disease. The interpretability of these models …

[HTML][HTML] Optimized fir filter using genetic algorithms: A case study of ecg signals filter optimization

H Hamici, A Kanan, K Al-hammuri - BioMedInformatics, 2023 - mdpi.com
The advancement in technology and the availability of specialized digital signal processing
chips have made digital filter design and implementation more feasible in a variety of fields …

Geometric Concept-Driven Blind Source Separation: Comparative Analysis of Analytical and Optimization Methods for Determining Separation Angles

D Arar - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
This paper introduces a novel approach to Blind Source Separation (BSS) for instantaneous
linear mixtures, leveraging geometric principles to recover statistically independent source …