Cargando…

An Innovative Excited-ACS-IDGWO Algorithm for Optimal Biomedical Data Feature Selection

Finding an optimal set of discriminative features is still a crucial but challenging task in biomedical science. The complexity of the task is intensified when any of the two scenarios arise: a highly dimensioned dataset and a small sample-sized dataset. The first scenario poses a big challenge to e...

Descripción completa

Detalles Bibliográficos
Autores principales:	Segera, Davies, Mbuthia, Mwangi, Nyete, Abraham
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7450338/ https://www.ncbi.nlm.nih.gov/pubmed/32908920 http://dx.doi.org/10.1155/2020/8506365

Ejemplares similares

Particle Swarm Optimized Hybrid Kernel-Based Multiclass Support Vector Machine for Microarray Cancer Data Analysis
por: Segera, Davies, et al.
Publicado: (2019)

A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification
por: Momanyi, Enock, et al.
Publicado: (2021)

Hybrid Gradient Descent Grey Wolf Optimizer for Optimal Feature Selection
por: Kitonyi, Peter Mule, et al.
Publicado: (2021)

An Aggressive Cuckoo Search Algorithm for Optimum Power Allocation in a CDMA-Based Cellular Network
por: Mwitia, Shawn Muthomi, et al.
Publicado: (2022)

Feature Selection for High-Dimensional and Imbalanced Biomedical Data Based on Robust Correlation Based Redundancy and Binary Grasshopper Optimization Algorithm
por: Abdulrauf Sharifai, Garba, et al.
Publicado: (2020)

AC transverse dampers/exciters
por: Schindl, K
Publicado: (1986)

Binary arithmetic optimization algorithm for feature selection
por: Xu, Min, et al.
Publicado: (2023)

An Efficient Binary Sand Cat Swarm Optimization for Feature Selection in High-Dimensional Biomedical Data
por: Pashaei, Elnaz
Publicado: (2023)

An Efficient PCA-GA-HKSVM-Based Disease Diagnostic Assistant
por: Jerop, Brenda, et al.
Publicado: (2021)

An Electric Fish-Based Arithmetic Optimization Algorithm for Feature Selection
por: Ibrahim, Rehab Ali, et al.
Publicado: (2021)

Multiclass feature selection with metaheuristic optimization algorithms: a review
por: Akinola, Olatunji O., et al.
Publicado: (2022)

Improved Binary Grasshopper Optimization Algorithm for Feature Selection Problem
por: Wang, Gui-Ling, et al.
Publicado: (2022)

Linear optics measurements using an AC-Dipole Excitation
por: Catalan-Lasheras, N, et al.
Publicado: (2004)

Innovations in biomedical engineering
por: Tkacz, Ewaryst, et al.
Publicado: (2019)

Improved barnacles mating optimizer algorithm for feature selection and support vector machine optimization
por: Jia, Heming, et al.
Publicado: (2021)

An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification
por: Wang, Hong, et al.
Publicado: (2020)

An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection
por: Estrela, Gustavo, et al.
Publicado: (2020)

Binary Bamboo Forest Growth Optimization Algorithm for Feature Selection Problem
por: Pan, Jeng-Shyang, et al.
Publicado: (2023)

CURE-SMOTE algorithm and hybrid algorithm for feature selection and parameter optimization based on random forests
por: Ma, Li, et al.
Publicado: (2017)

Emittance-Conserving Transverse Excitation using the "AC-Dipole" Principle.
por: Berrig, O E, et al.
Publicado: (2001)

Feature Selection in High Dimensional Biomedical Data Based on BF-SFLA
por: Dai, Yongqiang, et al.
Publicado: (2022)

Innovations in Biomedical Engineering 2016
por: Gzik, Marek, et al.
Publicado: (2017)

Innovative Nanomaterials for Biomedical Applications
por: Bianchi, Michele, et al.
Publicado: (2022)

Biomedical Image Denoising Based on Hybrid Optimization Algorithm and Sequential Filters
por: N., Yousefi Moteghaed, et al.
Publicado: (2020)

Self-decisive algorithm for unconstrained optimization problems as in biomedical image analysis
por: Jaffar, Farah, et al.
Publicado: (2022)

An Intelligent handcrafted feature selection using Archimedes optimization algorithm for facial analysis
por: Neggaz, Imène, et al.
Publicado: (2022)

BCOVIDOA: A Novel Binary Coronavirus Disease Optimization Algorithm for Feature Selection
por: Khalid, Asmaa M., et al.
Publicado: (2022)

Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection
por: Liu, Shengyu, et al.
Publicado: (2015)

Strategies in biomedical data science: driving force for innovation
por: Etchings, Jay
Publicado: (2017)

Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm
por: Bansal, Priti, et al.
Publicado: (2022)

A hybrid feature selection model based on improved squirrel search algorithm and rank aggregation using fuzzy techniques for biomedical data classification
por: Nagarajan, Gayathri, et al.
Publicado: (2021)

Cancer microarray data feature selection using multi-objective binary particle swarm optimization algorithm
por: Annavarapu, Chandra Sekhara Rao, et al.
Publicado: (2016)

Fuzzy-based hunger games search algorithm for global optimization and feature selection using medical data
por: Houssein, Essam H., et al.
Publicado: (2022)

Bio-inspired nanomaterials for biomedical innovation
por: Akagi, Takanori, et al.
Publicado: (2020)

Implications of providing social support to close network members on the social well-being of older people in Kitui County, Kenya
por: Mbuthia, Kezia, et al.
Publicado: (2022)

Optimization-Based Ensemble Feature Selection Algorithm and Deep Learning Classifier for Parkinson's Disease
por: Sabeena, B., et al.
Publicado: (2022)

An Adaptive Coding Pass Scanning Algorithm for Optimal Rate Control in Biomedical Images
por: Hsin, Hsi-Chin, et al.
Publicado: (2012)

New Dandelion Algorithm Optimizes Extreme Learning Machine for Biomedical Classification Problems
por: Li, Xiguang, et al.
Publicado: (2017)

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies
por: Marino, Simeone, et al.
Publicado: (2018)

Classification of high dimensional biomedical data based on feature selection using redundant removal
por: Zhang, Bingtao, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_p3qpq5l5lrji1ao4qdhpobm2vn