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Keyword

microarray data classification

Description: Computational methods that assign microarray datasets or samples to categories using measured molecular features, such as gene expression levels.
OpenAlex ID: keywords/microarray-data-classification
Is cross-validation valid for small-sample microarray classification?
2004 · Ulisses M. Braga-Neto, Edward R. Dougherty · Bioinformatics · 598
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Markov blanket-embedded genetic algorithm for gene selection
2007 · Zexuan Zhu, Yew-Soon Ong, et al. · Pattern Recognition · 494
Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity
2008 · Patrick Emmanuel Meyer, Colas Schretter, et al. · IEEE Journal of Selected Topics in Signal Processing · 280
Class prediction for high-dimensional class-imbalanced data
2010 · Rok Blagus, Lara Lusa · BMC Bioinformatics · 236
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Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction
2004 · Nathalie Pochet, Frank De Smet, et al. · Bioinformatics · 198
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Hybrid huberized support vector machines for microarray classification and gene selection
2008 · Li Wang, Ji Zhu, et al. · Bioinformatics · 189
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Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation
2007 · Gavin C. Cawley, Nicola L.C. Talbot, et al. · The MIT Press eBooks · 189
Distributed feature selection: An application to microarray data classification
2015 · V. Bolón-Canedo, N. Sánchez-Maroño, et al. · Applied Soft Computing · 183
An ensemble of filters and classifiers for microarray data classification
2011 · V. Bolón-Canedo, N. Sánchez-Maroño, et al. · Pattern Recognition · 183
A Multiple-Filter-Multiple-Wrapper Approach to Gene Selection and Microarray Data Classification
2009 · Yukyee Leung, Yeungsam Hung · IEEE Transactions on Computational Biology and Bioinformatics · 159
A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data
2006 · Edmundo Bonilla Huerta, Béatrice Duval, et al. · Lecture notes in computer science · 151
Entropy-based gene ranking without selection bias for the predictive classification of microarray data
2003 · Cesare Furlanello, Maria Serafini, et al. · BMC Bioinformatics · 151
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Gene selection for microarray data classification using a novel ant colony optimization
2015 · Sina Tabakhi, Ali Najafi, et al. · Neurocomputing · 150
Gene Selection and Classification of Microarray Data Using Convolutional Neural Network
2018 · Diyar Qader Zeebaree, Habibollah Haron, et al. · International Conference on Advanced Science and Engineering (ICOASE) · 144
Classification of microarrays to nearest centroids
2005 · Alan R. Dabney · Bioinformatics · 139
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A novel ensemble machine learning for robust microarray data classification
2005 · Yonghong Peng · Computers in Biology and Medicine · 136
A hybrid gene selection approach for microarray data classification using cellular learning automata and ant colony optimization
2016 · Fatemeh Vafaee Sharbaf, Sara Mosafer, et al. · Genomics · 135
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Support vector machine classification on the web
2004 · Paul Pavlidis, Ilan Wapinski, et al. · Bioinformatics · 128
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A New Meta-heuristic Bat Inspired Classification Approach for Microarray Data
2012 · Sashikala Mishra, Kailash Shaw, et al. · Procedia Technology · 127
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines
2012 · D. Anguita, A. Ghio, et al. · IEEE Transactions on Neural Networks and Learning Systems · 121
Gene selection and classification of microarray data method based on mutual information and moth flame algorithm.
2020 · Ali Dabba, Abdelkamel Tari, et al. · Expert Systems with Applications · 109
A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data
2007 · Jose Crispin Hernandez Hernandez, Béatrice Duval, et al. · Springer eBooks · 109
Network-based support vector machine for classification of microarray samples
2009 · Yanni Zhu, Xiaotong Shen, et al. · BMC Bioinformatics · 108
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Ensemble gene selection by grouping for microarray data classification
2009 · Huawen Liu, Lei Liu, et al. · Journal of Biomedical Informatics · 106
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A hybrid feature selection method based on Binary Jaya algorithm for micro-array data classification
2021 · Abhilasha Chaudhuri, Tirath Prasad Sahu · Computers & Electrical Engineering · 103
Works count: 613
Citation count: 10,750
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