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Demography
PeerJ Computer Science • Vol 10
Integration of simulated annealing into pigeon inspired optimizer algorithm for feature selection in network intrusion detection systems
2024
In the context of the 5G network, the proliferation of access devices results in heightened network traffic and shifts in traffic patterns, and network intrusion detection faces greater challenges. A feature selection algorithm is proposed for network intrusi…
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Demography

Science that deals with populations and their structures, statistically and theoretically

Demography (from Ancient Greek __ δῆμος (_dêmos) 'people, society' and __ -γραφία (-graphía)_ 'writing, drawing, description') is the statistical study of human populations: their size, composition (e.g., ethnic group, age), and how they change through the interplay of fertility (births), mortality (deaths), and migration.

Demographic analysis examines and measures the dimensions and dynamics of populations; it can cover whole societies or groups defined by criteria such as education, nationality, religion, and ethnicity. Educational institutions usually treat demography as a field of sociology, though there are a number of independent demography departments.

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PeerJ Computer Science • Vol 10
Integration of simulated annealing into pigeon inspired optimizer algorithm for feature selection in network intrusion detection systems
2024
In the context of the 5G network, the proliferation of access devices results in heightened network traffic and shifts in traffic patterns, and network intrusion detection faces greater challenges. A feature selection algorithm is proposed for network intrusion detection systems that uses an improved binary pigeon-inspired optimizer (SABPIO) algorithm to tackle the challenges posed by the high dimensionality and complexity of network traffic, resulting in complex models, reduced accuracy, and longer detection time…
Click Demography Vs:
Feature Selection
Computer Science
Simulated Annealing
Random Forest
Data Mining
Free-Ranging Dog
Decision Tree
Artificial Intelligence
Algorithm
Click Demography Vs:
Machine Learning