Elham Pashaei, PhD

Key Publications

Elham Pashaei, Nizamettin Aydin (2018). “Markovian encoding models in human splice site recognition using SVM”. Computational Biology and Chemistry, 73, 159-170. Doi: https://doi.org/10.1016/j.compbiolchem.2018.02.005. 

Elham Pashaei (2022). “Mutation-based Binary Aquila optimizer for gene selection in cancer classification”. Computational Biology and Chemistry, 101, 1-16. Doi: https://doi.org/10.1016/j.compbiolchem.2022.107767.  

Elnaz Pashaei, Elham Pashaei, Seyedali Mirjalili (2025). “Binary Hiking Optimization for Gene Selection: Insights from HNSCC RNA-Seq Data”. Expert Systems with Applications, 268, 126404, Doi: https://doi.org/10.1016/j.eswa.2025.126404. 

Elnaz Pashaei, Elham Pashaei (2022). “An efficient binary chimp optimization algorithm for feature selection in biomedical data classification”. Neural Computing and Applications, 34(8), 6427-6451. Doi: https://doi.org/10.1007/s00521-021-06775-0. 

Elham Pashaei, Elnaz Pashaei (2022).  “Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data”.  The Journal of Supercomputing, 78(13), 15598-15637. Doi: https://doi.org/10.1007/s11227-022-04507-2.

Elnaz Pashaei, Elham Pashaei, Nizamettin Aydin (2025). “Biomarker Identification for Alzheimer's Disease Using Multi-Filter Gene Selection Approach”. International Journal of Molecular Sciences, 26(5), 1816. Doi: https://doi.org/10.3390/ijms26051816.