An algorithm for a singly constrained class of quadratic programs subject to upper and lower bounds

Convex Separable Minimization Subject to Bounded Variables

Computational Optimization and Applications

A pegging algorithm for the nonlinear resource allocation problem

Computers and Operations Research

A parallel solver for large quadratic programs in training support vector machines

Parallel Computing - Special issue: Parallel computing in numerical optimization

The Gradient Projection Method with Exact Line Search

Journal of Global Optimization

Exact Algorithm for Concave Knapsack Problems: Linear Underestimation and Partition Method

Journal of Global Optimization

Efficient optimization of support vector machine learning parameters for unbalanced datasets

Journal of Computational and Applied Mathematics

Convex programming with single separable constraint and bounded variables

Computational Optimization and Applications

Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems

The Journal of Machine Learning Research

Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

The Journal of Machine Learning Research

Extracting insights from social media with large-scale matrix approximations

IBM Journal of Research and Development

Some improvements to a parallel decomposition technique for training support vector machines

PVM/MPI'05 Proceedings of the 12th European PVM/MPI users' group conference on Recent Advances in Parallel Virtual Machine and Message Passing Interface

Learning evolving and emerging topics in social media: a dynamic nmf approach with temporal regularization

Proceedings of the fifth ACM international conference on Web search and data mining

New approximation algorithms for minimum enclosing convex shapes

Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete Algorithms

Parallel tuning of support vector machine learning parameters for large and unbalanced data sets

CompLife'05 Proceedings of the First international conference on Computational Life Sciences

Data mining with parallel support vector machines for classification

ADVIS'06 Proceedings of the 4th international conference on Advances in Information Systems

Modified matrix splitting method for the support vector machine and its application to the credit classification of companies in Korea

Expert Systems with Applications: An International Journal

Quadratic resource allocation with generalized upper bounds

Operations Research Letters

Linear programming with variable matrix entries

Operations Research Letters