A new method for solving supervised data classification problems

DOI10.1155/2014/318478zbMath1470.62093OpenAlexW2037445397WikidataQ59036123 ScholiaQ59036123MaRDI QIDQ1723858

Parvaneh Shabanzadeh, Rubiyah Yusof

Publication date: 14 February 2019

Published in: Abstract and Applied Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2014/318478

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of mathematical programming (90C90)

Uses Software

• UCI-ml
• SSVM
• RSVM

Cites Work

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• Modified global \(k\)-means algorithm for minimum sum-of-squares clustering problems
• Multivariate adaptive regression splines
• Misclassification minimization
• Bayesian network classifiers
• Data mining and knowledge discovery with evolutionary algorithms
• Hybrid misclassification minimization
• Application of honey-bee mating optimization algorithm on clustering
• 10.1162/15324430152748218
• Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis
• Improvements to Platt's SMO Algorithm for SVM Classifier Design
• 10.1162/153244303322753616
• Massive data discrimination via linear support vector machines
• Proximal Knowledge‐based Classification
• Mesh Adaptive Direct Search Algorithms for Constrained Optimization
• SSVM: A smooth support vector machine for classification
• Artificial nonmonotonic neural networks