Table 3 Monotonicity metrics for different centrality algorithms.

From: A novel voting measure for identifying influential nodes in complex networks based on local structure

Network

BC

DC

KS

NCVR

DIL

AAVA

VoteRank Plus

EWV

Karate

0.4833

0.7079

0.4958

0.9542

0.9752

0.9612

0.9542

0.9823

Dolphin

0.9416

0.8225

0.3514

1

0.9895

1

1

1

Adjnoun

0.8860

0.8861

0.5990

0.9990

0.9853

0.9997

0.9997

0.9997

Football

1

0.3637

0.0003

0.9715

0.9997

1

1

1

C. Elegans

0.9685

0.9234

0.6006

0.9979

0.9986

0.9986

0.9986

0.9986

USAir97

0.6970

0.8586

0.8114

0.9966

0.9058

0.9955

0.9951

0.9964

Email

0.9400

0.8874

0.8088

0.9988

0.9629

0.9999

0.9999

0.9999

Netscience

0.0901

0.7378

0.6468

0.9219

0.8774

0.9178

0.9173

0.9849

Yeasts

0.7012

0.7472

0.6644

0.9949

0.9494

0.9972

0.9971

0.9995

Facebook

0.9855

0.9739

0.9419

0.9999

0.9993

0.9999

0.9999

0.9999

Power

0.8318

0.5927

0.2460

0.9908

0.8631

0.9975

0.9971

0.9997

Hep-th

0.3815

0.7500

0.5902

0.9632

0.8909

0.9702

0.9700

0.9839

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