A novel approach for dimension reduction of microarray. - Rabia Musheer Aziz; C. K. Verma; Namita Srivastava (Comput. Biol. Chem., 2017)

Artificial neural network classification of microarray data using new hybrid gene selection method. - Rabia Musheer Aziz; C. K. Verma; Manoj Jha; Namita Srivastava (Int. J. Data Min. Bioinform., 2017)

Novel machine learning approach for classification of high-dimensional microarray data. - Rabia Musheer Aziz; C. K. Verma; Namita Srivastava (Soft Comput., 2019)

Cuckoo Search-Based Optimization for Cancer Classification: A New Hybrid Approach. - Rabia Musheer Aziz (J. Comput. Biol., 2022)

Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data. - Rabia Musheer Aziz (Medical Biol. Eng. Comput., 2022)

Application of nature inspired soft computing techniques for gene selection: a novel frame work for classification of cancer. - Rabia Musheer Aziz (Soft Comput., 2022)

Computer vision model with novel cuckoo search based deep learning approach for classification of fish image. - Rabia Musheer Aziz; Nishq Poorav Desai; Mohammed Farhan Baluch (Multim. Tools Appl., 2023)

A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection. - Rajul Mahto; Saboor Uddin Ahmed; Rizwan Ur Rahman; Rabia Musheer Aziz; Priyanka Roy; Saurav Mallik; Aimin Li; Mohd Asif Shah (BMC Bioinform., 2023)

Applications and Techniques of Machine Learning in Cancer Classification: A Systematic Review. - Abrar Yaqoob; Rabia Musheer Aziz; Navneet Kumar Verma (Hum. Centric Intell. Syst., 2023)

Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data. - Amol Avinash Joshi; Rabia Musheer Aziz (Int. J. Imaging Syst. Technol., 2024)

Cognizable crime rate prediction and analysis under Indian penal code using deep learning with novel optimization approach. - Rabia Musheer Aziz; Aftab Hussain 007; Prajwal Sharma (Multim. Tools Appl., 2024)

A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19. - Akash Saxena; Siddharth Singh Chouhan; Rabia Musheer Aziz; Vani Agarwal (Evol. Syst., 2024)

A two-phase cuckoo search based approach for gene selection and deep learning classification of cancer disease using gene expression data with a novel fitness function. - Amol Avinash Joshi; Rabia Musheer Aziz (Multim. Tools Appl., 2024)

Optimizing Gene Selection and Cancer Classification with Hybrid Sine Cosine and Cuckoo Search Algorithm. - Abrar Yaqoob; Navneet Kumar Verma; Rabia Musheer Aziz (J. Medical Syst., 2024)

Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification. - Sana Afreen; Ajay Kumar Bhurjee; Rabia Musheer Aziz (Knowl. Inf. Syst., 2025)

A Novel Technique for Image Captioning Based on Hierarchical Clustering and Deep Learning. - Rizwan Ur Rahman; Pavan Kumar 004; Aditya Mohan; Rabia Musheer Aziz; Deepak Singh Tomar (SN Comput. Sci., 2025)

Improving breast cancer classification with mRMR + SS0 + WSVM: a hybrid approach. - Abrar Yaqoob; Navneet Kumar Verma; Rabia Musheer Aziz (Multim. Tools Appl., 2025)