Multiple Instance Classification via Successive Linear Programming - Mangasarian, O. L.; Wild, E. W. (Journal of optimization theory and applications, 2008)
Keywords: Algorithms; Applications of Mathematics; Applied sciences; Calculus of Variations and Optimal Control; Optimization; Classification; Classifiers; Engineering; Exact sciences and technology; Integer programming; Learning; Linear programming; Mathematical models; Mathematical programming; Mathematics; Mathematics and Statistics; Minimization; Nonlinearity; Operational research and scientific management; Operational research. Management science; Operations Research/Decision Theory; Optimization; Quadratic programming; Reduction; Studies; Support vector machines; Theory of Computation; Support vector machines; Successive linearization algorithm; Bilinear constraints; Multiple instance learning; Kernels; Integer programming; Learning (artificial intelligence); Vector support machine; Minimization; Linear programming; Classifier; Complex programming; Multiple instance learning, Support vector machines, Successive linearization algorithm; Competitive algorithms; Linearization