An application of black hole algorithm and decision tree for medical problem. - Elnaz Pashaei; Mustafa Ozen; Nizamettin Aydin (BIBE, 2015)

A novel gene selection algorithm for cancer identification based on random forest and particle swarm optimization. - Elnaz Pashaei; Mustafa Ozen; Nizamettin Aydin (CIBCB, 2015)

Improving medical diagnosis reliability using Boosted C5.0 decision tree empowered by Particle Swarm Optimization. - Elnaz Pashaei; Mustafa Ozen; Nizamettin Aydin (EMBC, 2015)

Gene selection and classification approach for microarray data based on Random Forest Ranking and BBHA. - Elnaz Pashaei; Mustafa Ozen; Nizamettin Aydin (BHI, 2016)

Biomarker discovery based on BBHA and AdaboostM1 on microarray data for cancer classification. - Elnaz Pashaei; Mustafa Ozen; Nizamettin Aydin (EMBC, 2016)

Binary black hole algorithm for feature selection and classification on biological data. - Elnaz Pashaei; Nizamettin Aydin (Appl. Soft Comput., 2017)

Meta-analysis of microRNA and gene selection using machine learning (Makine öğrenmesi kullanarak microRNA meta-analizi ve gen seçimi) - Elnaz Pashaei (2017)

Gene Selection for Cancer Classification using a New Hybrid of Binary Black Hole Algorithm. - Elnaz Pashaei; Elham Pashaei (SIU, 2020)

A Novel Hybrid Gene Selection Based on Random Forest Approach and Binary Dragonfly Algorithm. - Sayed Pedram Haeri Boroujeni; Elnaz Pashaei (CCE, 2021)

Application of Horse Herd Optimization Algorithm for medical problems. - Niloufar Mehrabi; Elnaz Pashaei (INISTA, 2021)

Facial expression recognition using fuzzified Pseudo Zernike Moments and structural features. - Maryam Ahmady; Seyed Saeid Mirkamali; Bahareh Pahlevanzadeh; Elnaz Pashaei; Ali Asghar Rahmani Hosseinabadi; Adam Slowik (Fuzzy Sets Syst., 2022)

An efficient binary chimp optimization algorithm for feature selection in biomedical data classification. - Elnaz Pashaei; Elham Pashaei (Neural Comput. Appl., 2022)

Hybrid binary arithmetic optimization algorithm with simulated annealing for feature selection in high-dimensional biomedical data. - Elham Pashaei; Elnaz Pashaei (J. Supercomput., 2022)

An Efficient High-Dimensional Gene Selection Approach based on Binary Horse Herd Optimization Algorithm for Biological Data Classification. - Niloufar Mehrabi; Sayed Pedram Haeri Boroujeni; Elnaz Pashaei (CoRR, 2023)

A fusion approach based on black hole algorithm and particle swarm optimization for image enhancement. - Elnaz Pashaei; Elham Pashaei (Multim. Tools Appl., 2023)

Hybrid binary COOT algorithm with simulated annealing for feature selection in high-dimensional microarray data. - Elnaz Pashaei; Elham Pashaei (Neural Comput. Appl., 2023)

Gaussian quantum arithmetic optimization-based histogram equalization for medical image enhancement. - Elnaz Pashaei; Elham Pashaei (Multim. Tools Appl., 2023)

CDHu40: a novel marker gene set of neuroendocrine prostate cancer. - Sheng Liu; Hye Seung Nam; Ziyu Zeng; Xuehong Deng; Elnaz Pashaei; Yong Zang; Lei Yang; Chenglong Li; Jiaoti Huang; Michael K. Wendt; Xin Lu; Rong Huang; et al. (Briefings Bioinform., 2024)

A hybrid chimp optimization algorithm and generalized normal distribution algorithm with opposition-based learning strategy for solving data clustering problems. - Sayed Pedram Haeri Boroujeni; Elnaz Pashaei (Iran J. Comput. Sci., 2024)

An efficient high-dimensional gene selection approach based on the Binary Horse Herd Optimization Algorithm for biologicaldata classification. - Niloufar Mehrabi; Sayed Pedram Haeri Boroujeni; Elnaz Pashaei (Iran J. Comput. Sci., 2024)

Binary hiking optimization for gene selection: Insights from HNSCC RNA-Seq data. - Elnaz Pashaei; Elham Pashaei; Seyedali Mirjalili (Expert Syst. Appl., 2025)