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Progress in Artificial Intelligence

Progress in Artificial Intelligence OnlineFirst articles

10.11.2017 | Regular Paper

Integration of fuzzy theory and particle swarm optimization for high-resolution satellite scene recognition

With the rapid development of satellite imaging technology, large amounts of satellite images with high spatial resolutions are now available. High-resolution satellite imagery provides rich texture and structure information, which in the meantime …

07.11.2017 | Regular Paper

A learning system based on lazy metareasoning

Metareasoning has been widely studied in the literature, with a wide variety of algorithms and partially overlapping methodological approaches. However, these methods are typically either not targeted toward practical machine learning systems or …

19.10.2017 | Regular Paper

Study and classification of plum varieties using image analysis and deep learning techniques

Currently much of the pre-harvest fruit valuation is still done by farmers or technicians that visually inspect the pieces of fruit. However, this process has great limitations since their decisions have high subjectivity and a thorough analysis …

05.10.2017 | Regular Paper

An approach to validity indices for clustering techniques in Big Data

Clustering analysis is one of the most used Machine Learning techniques to discover groups among data objects. Some clustering methods require the number of clusters into which the data is going to be partitioned. There exist several cluster …

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 …

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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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