A metaheuristic approach for mining gradual patterns

DO Owuor, T Runkler, A Laurent - Swarm and Evolutionary Computation, 2022 - Elsevier
Swarm intelligence is a discipline that studies the collective behavior that is produced by
local interactions of a group of individuals with each other and with their environment. In …

A novel algorithm for mining maximal frequent gradual patterns

EB Kenmogne, LCT Fotso, CT Djamegni - Engineering Applications of …, 2023 - Elsevier
The problem of mining frequent gradual patterns has received important attention within the
data mining community, because it has many applications in many domains, such as …

Efficiently mining large gradual patterns using chunked storage layout

DO Owuor, A Laurent - Advances in Databases and Information Systems …, 2021 - Springer
Existing approaches for extracting gradual patterns become inefficient in terms of memory
usage when applied on data sets with huge numbers of objects. This inefficiency is caused …

[PDF][PDF] Efficiently Mining Large Gradual Patterns Using Chunked Storage Layout

AL Dickson Owuor - academia.edu
Existing approaches for extracting gradual patterns become inefficient in terms of memory
usage when applied on data sets with huge numbers of objects. This inefficiency is caused …