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Each HIV-1 patient has a diverse population of virus strains in his/her body as the virus quickly replicates and mutates, requiring a combination drug therapy optimized to the patient's unique viral population. Towards this goal, prediction systems have been developed to deduce the susceptibility of a given HIV genotype to a single drug. Many are rule-based systems or rely on hand-crafted features...
Classification and prediction are among the major techniques in data mining and widely used in various fields. In this article we present a study on how some talent management problems can be solved using classification and prediction techniques in data mining. By using this approach, the talent performance can be predicted by using past experience knowledge discovered from the existing database....
Classification is one of the tasks in data mining. Nowadays, there are many classification techniques being used to solve classification problems such as neural network, genetic algorithm, Bayesian and others. In this article, we attempt to present a study on how talent management can be implemented using decision tree induction techniques. By using this approach, talent performance can be predicted...
This paper proposes a decision tree-based model for automatic assignments of IT service desk outsourcing in banking business. The model endeavors to match the most appropriate resolver group with the type of the incident ticket on behalf of the IT service desk function. Recently, service desk technologies have not addressed the problem of performance in resolving incidents dropped due to overwhelming...
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