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Two Swarm Intelligence approaches for Rule Discovery in Data Mining are discussed, a new rule learning algorithm based on Particle Swarm Optimization (PSO) ...
This paper aims to discuss Swarm Intelligence approaches for Rule Discovery in Data Mining. The first approach is a new rule learning algorithm based on ...
This paper aims to discuss Swarm Intelligence approaches for Rule Discovery in Data Mining. The first approach is a new rule learning algorithm based on ...
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This book deals with the application of swarm intelligence in data mining. Addressing the various issues of swarm intelligence and data mining using different ...
This paper proposes Particle Swarm Optimization (PSO) al- gorithm to discover classification rules. The potential IF-THEN rules are encoded into real-valued ...
The data sources used here for experimental testing are commonly used and considered as a de facto standard for rule discovery algorithms reliability ranking.
This chapter deals with the fundamentals of swarm intelligence, focusing mainly on particle swarm optimization and ant colony optimization for solving multi- ...
Nov 4, 2019 · This paper proposed an improved algorithm of association rules - PSOFP growth algorithm, this algorithm is introduced into intelligent algorithm, particle ...
Science is a swarm. To the layperson, the stereotypical scientist is logical, clear-thinking, well- informed but perhaps socially awkward, ...
This chapter reviews the role of SI-based algorithms in the data mining tasks including association rule mining and clustering. This chapter begins with an ...
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