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Progress in Artificial Intelligence

Progress in Artificial Intelligence OnlineFirst articles

07.08.2018 | Regular Paper

SLANGZY: a fuzzy logic-based algorithm for English slang meaning selection

The text present on online forums and social media platforms conventionally does not follow a standard sentence structure and uses words that are commonly termed as slang or Internet language. Online text mining involves a surfeit of slang words; …

31.07.2018 | Regular Paper

Optimizing novelty and diversity in recommendations

The articles in the long tail are those that are not popular in some sense, but all together often represent a large proportion of the products covered by a recommender system. For companies, it is important to recommend these items that otherwise …

31.07.2018 | Regular Paper

Integrating fitness predator optimizer with multi-objective PSO for dynamic partitional clustering

Clustering is an unsupervised classification task in data mining, which partitions data set into certain number of clusters. Though many metaheuristics have been suggested to optimize clustering results, most of them are marred by the three key …

20.07.2018 | Regular Paper

Estimating attraction basin sizes of combinatorial optimization problems

Given a particular instance of a combinatorial optimization problem, the knowledge about the attraction basin sizes can help to analyze the difficulty encountered by local search algorithms while solving it. As calculating these sizes exhaustively …

04.07.2018 | Regular Paper

Reinforcement learning aided parameter control in multi-objective evolutionary algorithm based on decomposition

Multi-objective evolutionary algorithm based on decomposition (MOEA/D) has been successfully applied in solving multi-objective optimization problems. However, the performance of MOEA/D could be severely influenced by its parameter settings. In …

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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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