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Progress in Artificial Intelligence

Progress in Artificial Intelligence OnlineFirst articles

29.08.2017 | Regular Paper

A pixel processing approach for retinal vessel extraction using modified Gabor functions

Computerized image analysis methods for retinal imaging are primarily of great interest and benefit as it provides significant information about the retinal vessels. Retinal image analysis techniques can be of pertinence for ophthalmologists and a …

24.08.2017 | Regular Paper

An adapted incremental graded multi-label classification model for recommendation systems

Graded multi-label classification (GMLC) is the task of assigning to each data a set of relevant labels with corresponding membership grades. This paper is interested in GMLC for large and evolving datasets where data are collected from a possibly …

12.08.2017 | Regular Paper

Scatter search for the bi-criteria p-median p-dispersion problem

The bi-criteria p-median p-dispersion is a challenging optimization problem that belongs to the family of location problems. To our knowledge, no metaheuristic has been proposed to this problem, where a multi-objective approach has to be …

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 …

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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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