3 Result(s)
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Article
Open AccessToward efficient resource utilization at edge nodes in federated learning
Federated learning (FL) enables edge nodes to collaboratively contribute to constructing a global model without sharing their data. This is accomplished by devices computing local, private model updates that a...
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Chapter
Fuzzy Set Theory-Based Approach for Mining Spatial Association Rules: Road Accident as a Case Study
Despite intensive research over the last decades in spatial data mining, a considerable amount of collected data brings new challenges to the extraction of spatial association rules. Notwithstanding, associati...
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Article
Open AccessMulti-agent-based modeling for extracting relevant association rules using a multi-criteria analysis approach
Recently, association rule mining plays a vital role in knowledge discovery in database. In fact, in most cases, the real datasets lead to a very large number of rules, which do not allow users to make their o...
