A linear primal-dual multi-instance SVM for big data classifications.
Lodewijk BrandHoon SeoLauren Zoe BakerCarla EllefsenJackson SargentHua WangPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- big data
- primal dual
- multi instance
- linear programming
- convex optimization
- linear program
- cloud computing
- quadratic programming
- support vector
- real valued
- interior point methods
- approximation algorithms
- multi class
- data management
- convergence rate
- algorithm for linear programming
- multi label
- semi supervised learning
- data processing
- social media
- data analysis
- binary classification
- business intelligence
- knn
- support vector machine
- knowledge discovery
- feature selection
- feature space
- information retrieval
- machine learning
- databases
- np hard
- training set
- database systems