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Rabia Musheer Aziz

Observed names: Rabia Aziz, Rabia Aziz Musheer, Rabia Musheer
Observed institutions: Lovely Professional University, Saudi Electronic University, Government of Uttar Pradesh, Kardan University, VIT Bhopal University, Chitkara University, Maulana Azad National Institute of Technology
ORCID: 0000-0003-2655-7272
Observed ORCID: 0000-0003-2655-7272
OpenAlex ID: A5027432547
LGBM: a machine learning approach for Ethereum fraud detection
2022 · Rabia Musheer Aziz, Mohammed Farhan Baluch, et al. · International Journal of Information Technology · 170
Applications and Techniques of Machine Learning in Cancer Classification: A Systematic Review
2023 · Abrar Yaqoob, Rabia Musheer Aziz, et al. · Human-Centric Intelligent Systems · 154
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A fuzzy based feature selection from independent component subspace for machine learning classification of microarray data
2016 · Rabia Aziz, C.K. Verma, et al. · Genomics Data · 105
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Modified Genetic Algorithm with Deep Learning for Fraud Transactions of Ethereum Smart Contract
2023 · Rabia Musheer Aziz, Rajul Mahto, et al. · Applied Sciences · 97
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Dimension reduction methods for microarray data: a review
2017 · Rabia Aziz, C.K. Verma, et al. · AIMS bioengineering · 87
Optimizing Gene Selection and Cancer Classification with Hybrid Sine Cosine and Cuckoo Search Algorithm
2024 · Abrar Yaqoob, Navneet Kumar Verma, et al. · Journal of Medical Systems · 85
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A novel approach for dimension reduction of microarray
2017 · Rabia Aziz, C.K. Verma, et al. · Computational Biology and Chemistry · 78
Deep learning approach for brain tumor classification using metaheuristic optimization with gene expression data
2023 · Amol Avinash Joshi, Rabia Musheer Aziz · International Journal of Imaging Systems and Technology · 77
Novel machine learning approach for classification of high-dimensional microarray data
2019 · Rabia Aziz Musheer, C. K. Verma, et al. · Soft Computing · 77
Artificial Neural Network Classification of High Dimensional Data with Novel Optimization Approach of Dimension Reduction
2018 · Rabia Aziz, C. K. Verma, et al. · Annals of Data Science · 77
Nature-inspired metaheuristics model for gene selection and classification of biomedical microarray data
2022 · Rabia Musheer Aziz · Medical & Biological Engineering & Computing · 71
A Review on Nature-Inspired Algorithms for Cancer Disease Prediction and Classification
2023 · Abrar Yaqoob, Rabia Musheer Aziz, et al. · Mathematics · 70
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Novel Cuckoo Search-Based Metaheuristic Approach for Deep Learning Prediction of Depression
2023 · Khurram Jawad, Rajul Mahto, et al. · Applied Sciences · 66
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Optimizing cancer classification: a hybrid RDO-XGBoost approach for feature selection and predictive insights
2024 · Abrar Yaqoob, Navneet Kumar Verma, et al. · Cancer Immunology Immunotherapy · 58
Artificial neural network classification of microarray data using new hybrid gene selection method
2017 · Rabia Aziz, C.K. Verma, et al. · International Journal of Data Mining and Bioinformatics · 56
A Machine Learning based Approach to Detect the Ethereum Fraud Transactions with Limited Attributes
2022 · Rabia Musheer Aziz, Mohammed Farhan Baluch, et al. · Karbala International Journal of Modern Science · 52
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Application of nature inspired soft computing techniques for gene selection: a novel frame work for classification of cancer
2022 · Rabia Musheer Aziz · Soft Computing · 51
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Machine Learning-based Soft Computing Regression Analysis Approach for Crime Data Prediction
2022 · Rabia Musheer Aziz, Aftab Hussain, et al. · Karbala International Journal of Modern Science · 51
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A novel and innovative cancer classification framework through a consecutive utilization of hybrid feature selection
2023 · Rajul Mahto, Saboor Uddin Ahmed, et al. · BMC Bioinformatics · 50
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RNA-Seq analysis for breast cancer detection: a study on paired tissue samples using hybrid optimization and deep learning techniques
2024 · Abrar Yaqoob, Navneet Kumar Verma, et al. · Journal of Cancer Research and Clinical Oncology · 49
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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
2024 · Amol Avinash Joshi, Rabia Musheer Aziz · Multimedia Tools and Applications · 42
Computer vision model with novel cuckoo search based deep learning approach for classification of fish image
2022 · Rabia Musheer Aziz, Nishq Poorav Desai, et al. · Multimedia Tools and Applications · 41
Machine Learning Algorithms for Crime Prediction under Indian Penal Code
2022 · Rabia Musheer Aziz, Prajwal Sharma, et al. · Annals of Data Science · 41
Improving breast cancer classification with mRMR + SS0 + WSVM: a hybrid approach
2024 · Abrar Yaqoob, Navneet Kumar Verma, et al. · Multimedia Tools and Applications · 38
Enhancing Feature Selection Through Metaheuristic Hybrid Cuckoo Search and Harris Hawks Optimization for Cancer Classification
2024 · Abrar Yaqoob, Navneet Kumar Verma, et al. · Wiley eBooks · 36
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Works count: 60
Citation count: 2,134
H-index: 30
I10-index: 37
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