Title | ||
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Incremental classifier in crime prediction using bi-objective Particle Swarm Optimization |
Abstract | ||
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•Bi-objective Particle Swarm Optimization based incremental classifier•Initially, it is constructed based on available label crime reports.•It is upgraded based on its own information and new labelled crime reports.•Non-dominated pareto front based PSO provides the best classifier.•The experimental results show the effectiveness of the proposed classifier. |
Year | DOI | Venue |
---|---|---|
2021 | 10.1016/j.ins.2021.02.002 | Information Sciences |
Keywords | DocType | Volume |
Crime report prediction,Particle Swarm Optimization,Incremental classifier,Named entity recognition,Multi-objective optimization | Journal | 562 |
ISSN | Citations | PageRank |
0020-0255 | 0 | 0.34 |
References | Authors | |
0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Priyanka Das | 1 | 3 | 1.40 |
Asit Kumar Das | 2 | 73 | 16.06 |
Janmenjoy Nayak | 3 | 0 | 0.34 |
Danilo Pelusi | 4 | 81 | 15.27 |
Weiping Ding | 5 | 0 | 1.01 |