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Progress in Artificial Intelligence

Progress in Artificial Intelligence OnlineFirst articles

08.06.2017 | Regular Paper

Impact of time series discretization on intensive care burn unit survival classification

In the preprocessing step of a knowledge discovery process, the method of discretization selected can have a remarkable impact on the performance and accuracy of classification algorithms. In this article, we analyze and compare expert …

06.06.2017 | Regular Paper

Improvement of subgroup descriptions in noisy data by detecting exceptions

The presence of noise in datasets to which data mining techniques are applied can greatly reduce the quality and interest of the knowledge extracted. Subgroup discovery is a supervised descriptive rule discovery technique which is not exempt from …

27.05.2017 | Regular Paper

Management of internal delivery vehicles in maritime container terminals

Maritime container terminals are complex infrastructures to manage in transportation industry due to their high degree of uncertainty arisen from the limited and changing information. The present paper addresses the operational management of the …

17.05.2017 | Regular Paper

On the use of different base classifiers in multiclass problems

Classification problems with more than two classes can be handled in different ways. The most used approach is the one which transforms the original multiclass problem into a series of binary subproblems which are solved individually. In this …

15.05.2017 | Regular Paper

SMOTE-GPU: Big Data preprocessing on commodity hardware for imbalanced classification

Nowadays, it is usual to work with large amounts of data since our capacity of collecting and storing information has increased significantly. The extraction of knowledge from these scenarios is commonly known as “Big Data,” and it is performed on …

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The journal is published in cooperation with the Iberian associations of artificial intelligence, AEPIA and APPIA, and the Editorial Board includes leading international figures in all related research topics.

This journal publishes top-level research results in all aspects of artificial intelligence, with a particular emphasis on the following topics: data mining; soft computing and computational intelligence; knowledge, complexity, logic, planning, reasoning and search; agents and multiagent systems; artificial vision and robotics; and natural language and Web intelligence.

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