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Progress in Artificial Intelligence

Progress in Artificial Intelligence OnlineFirst articles

14.01.2019 | Regular Paper

Ensemble of classifier chains and Credal C4.5 for solving multi-label classification

In this work, we have considered the ensemble of classifier chains (ECC) algorithm in order to solve the multi-label classification (MLC) task. It starts from binary relevance algorithm (BR), a simple and direct approach to MLC that has been shown …

09.01.2019 | Regular Paper

Granular-based decomposition of complex fuzzy context and its analysis

The mathematical paradigm of complex fuzzy concept lattice gives a platform to analyze the complex fuzzy attributes. The problem is addressed by several reviewers about applications of complex fuzzy concept lattice and its decomposition at …

01.01.2019 | Regular Paper

Face segmentation based on level set and improved DBM prior shape

This paper puts forward a new method of level set image segmentation based on prior shape, which aims to provide a better solution to the challenging segmentation problems that typically occur in images with complex background, intensity …

11.12.2018 | Regular Paper

Path planning of a mobile robot in a free-space environment using Q-learning

This paper proposes an improved Q-learning algorithm for the path planning of a mobile robot in a free-space environment. Existing Q-learning methods for path planning focus on the mesh routing environment; therefore, new methods must be developed …

23.11.2018 | Review

A snapshot on nonstandard supervised learning problems: taxonomy, relationships, problem transformations and algorithm adaptations

Machine learning is a field which studies how machines can alter and adapt their behavior, improving their actions according to the information they are given. This field is subdivided into multiple areas, among which the best known are supervised …

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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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