Hybrid filtering methods for feature selection in high-dimensional cancer data

QR رمز

Hybrid filtering methods for feature selection in high-dimensional cancer data

Statisticians in both academia and industry have encountered problems with high-dimensional data. The rapid feature increase has caused the feature count to outstrip the instance count. There are several established methods when selecting features from massive amounts of breast cancer data. Even so,...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	International Journal of Electrical and Computer Engineering
المؤلف الرئيسي:	2-s2.0-85172876734
التنسيق:	مقال
اللغة:	English
منشور في:	Institute of Advanced Engineering and Science 2023
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85172876734&doi=10.11591%2fijece.v13i6.pp6862-6871&partnerID=40&md5=9c67f896d8b0d1dc507b1f030cb1cab3

مواد مشابهة

Hybrid embedded and filter feature selection methods in big-dimension mammary cancer and prostatic cancer data
بواسطة: 2-s2.0-85200038464
منشور في: (2024)

Feature selection for online streaming high-dimensional data: A state-of-the-art review
بواسطة: 2-s2.0-85135701708
منشور في: (2022)

Enhancing big data feature selection using a hybrid correlation-based feature selection
بواسطة: Mohamad M.; Selamat A.; Krejcar O.; Crespo R.G.; Herrera-Viedma E.; Fujita H.
منشور في: (2021)

Student performance classification: a comparison of feature selection methods based on online learning activities
بواسطة: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
منشور في: (2024)

Feature Selection Methods Using RBFNN Based on Enhance Air Quality Prediction: Insights from Shah Alam
بواسطة: 2-s2.0-86000672793
منشور في: (2024)

Enthalpy Method for one dimensional heat conduction
بواسطة: Nasrudin F.S.M.; Mahadi S.
منشور في: (2018)

Dimensionality reduction of germanium selenide for high-efficiency thermoelectric applications
بواسطة: 2-s2.0-85065544337
منشور في: (2019)

Improving Air Pollution Prediction Modelling Using Wrapper Feature Selection
بواسطة: 2-s2.0-85138699784
منشور في: (2022)

Grasshopper Optimization Algorithm with Crossover Operators for Feature Selection and Solving Engineering Problems
بواسطة: 2-s2.0-85125331226
منشور في: (2022)

Predicting 30-day mortality after an acute coronary syndrome (acs) using machine learning methods for feature selection, classification and visualisation
بواسطة: Aziida N.; Malek S.; Aziz F.; Ibrahim K.S.; Kasim S.
منشور في: (2021)

ReciPicker: Recipe recommendation using hybrid filtering for reducing food waste
بواسطة: Mohd Rosli M.; Abdullah N.A.S.; Ruzaini A.
منشور في: (2019)

Optimal feature selection using modified cuckoo search for classification of power quality disturbances
بواسطة: 2-s2.0-85115808020
منشور في: (2021)

Unsteady Three-Dimensional Flow in a Rotating Hybrid Nanofluid over a Stretching Sheet
بواسطة: 2-s2.0-85123529648
منشور في: (2022)

Optimal feature selection using modified cuckoo search for classification of power quality disturbances
بواسطة: Mehedi I.M.; Ahmadipour M.; Salam Z.; Ridha H.M.; Bassi H.; Rawa M.J.H.; Ajour M.; Abusorrah A.; Abdullah M.P.
منشور في: (2021)

Delineation of wetland areas from high resolution WorldView-2 data by object-based method
بواسطة: 2-s2.0-84902324533
منشور في: (2014)

Optimized Feature Selection and Transformations for Early Stage Prediction of Autism Using Supervised Machine Learning Models
بواسطة: 2-s2.0-85179371094
منشور في: (2023)

Shunt Active Power Filter Based on Savitzky-Golay Filter: Pragmatic Modelling and Performance Validation
بواسطة: 2-s2.0-85151526589
منشور في: (2023)

Kalman Filter-Based Data Stabilization for an Automated Water Quality Monitoring System in Macrobrachium Rosenbergii Larvae Culture
بواسطة: Yaakob A.Y.; Azham M.H.; Ramli M.H.M.
منشور في: (2024)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
بواسطة: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
منشور في: (2024)

Hybrid of the lee-carter model with maximum overlap discrete wavelet transform filters in forecasting mortality rates
بواسطة: Yaacob N.A.; Jaber J.J.; Pathmanathan D.; Alwadi S.; Mohamed I.
منشور في: (2021)

Solar power prediction based on Artificial Neural Network guided by feature selection for Large-scale Solar Photovoltaic Plant
بواسطة: 2-s2.0-85173601977
منشور في: (2023)

Feature selection embedded cluster distribution position for characteristic analysis of multi-dimension poverty-stricken households in China
بواسطة: Liu H.; Liu Y.; Zhang R.; Liu D.; Zhang Z.
منشور في: (2021)

Simulation of Three-Dimensional Images and Estimation of Lung Volumes from Two-Dimensional MRI and CT Images
بواسطة: 2-s2.0-85142439330
منشور في: (2022)

A New Regression Method for Diagnosis of Lung Cancer Disease
بواسطة: 2-s2.0-85142449435
منشور في: (2022)

Planar tunable filters in mm-frequency range
بواسطة: 2-s2.0-84925424700
منشور في: (2015)

Structural, electronic, and optical properties of lower-dimensional hybrid perovskite lead-iodide frameworks + SOC via density functional theory
بواسطة: 2-s2.0-85151073103
منشور في: (2023)

Power Quality Conditioning due to Flickering Loads with Shunt Active Power Filter using Fuzzy-Granular Controller Method
بواسطة: Hannoon N.M.S.; Ananth D.V.N.; Hiday N.; Chowdary P.S.R.; Chakravarthy V.V.S.S.S.
منشور في: (2021)

Image segmentation and feature extraction method for lung lesion detection in computed tomography images
بواسطة: 2-s2.0-85172192821
منشور في: (2023)

T-Shaped Matched Resonator Bandstop Filter for Microwave Applications
بواسطة: 2-s2.0-85219754181
منشور في: (2024)

Quarter wavelength matching in dielectric resonator bandpass filter
بواسطة: 2-s2.0-79953042412
منشور في: (2010)

Development of a Simplified Heart-Cutting Two-Dimensional Liquid Chromatography Method for Green Analysis of Four Polyphenols in Aerides Plants
بواسطة: Angsuwattana, وآخرون
منشور في: (2025)

Comparison of prediction fuzzy modeling towards high-risk symptoms of lung cancer
بواسطة: Zakaria A.S.; Shafi M.A.; Mohd Zim M.A.; Musa A.N.
منشور في: (2024)

Accuracy Analysis of Deep Learning Methods in Breast Cancer Classification: A Structured Review
بواسطة: 2-s2.0-85148956575
منشور في: (2023)

Enhancement of Corrupted Digital Mammogram Image Using Modified Median Filter
بواسطة: 2-s2.0-85144078297
منشور في: (2022)

Image Quality Assessment for Image Filtering Algorithm: Qualitative and Quantitative Analyses
بواسطة: 2-s2.0-85084289622
منشور في: (2019)

How to select healthy sperm for intracytoplasmic sperm injection in samples with high sperm DNA fragmentation?
بواسطة: Garrido N.; Gül M.; Jindal S.; Vogiatzi P.; Saleh R.; Durairajanayagam D.; Parmegiani L.; Boitrelle F.; Colpi G.M.; Agarwal A.
منشور في: (2023)

Preliminary phytochemical screening of polysaccharides content for selection of high quality planting materials: Eurycoma longifolia
بواسطة: Mohd Zaki A.; Nor Fadilah W.; Abdul Rashid L.; Nurnadiah R.; Mohd Radzi A.; Mohamad Lokmal N.; Ahmad Fauzi M.S.; Farah Fazwa M.A.; Ab Rasip A.G.; Regina Mariah J.; Mohamad O.
منشور في: (2015)

Agro-morphological and yield-related traits of selected Malaysian high yielding rice cultivars under silicon supplementation
بواسطة: 2-s2.0-85214830213
منشور في: (2024)

Lung lesion identification using geometrical feature and optical flow method from computed tomography scan images
بواسطة: 2-s2.0-85189779867
منشور في: (2023)

Detrimental Impacts of High-Fat Diet on Colorectal Cancer Development: An Update on Molecular Mechanisms
بواسطة: Ponnusamy, وآخرون
منشور في: (2025)