How to Find a Needle in a Haystack

How to Find a Needle in a Haystack

From the Insider Threat to Solo Perpetrators

Neuman, Yair

Taylor & Francis Ltd

09/2022

120

Dura

Inglês

9781032229768

15 a 20 dias

254

Descrição não disponível.
Acknowledgments. Preface. 1 The Needle Challenge: From Shipping Vessels to the Insider Threat. 2 What Is a Needle in a Haystack?: A Lesson from Miss Lucy and Vladimir Putin. 3 How Are Rare Events Formed?: Modeling through the Galton Machine. 4 Crying Wolf: False Alarms and Their Price. 5 Why Is It Difficult to Find the Needle?: On Rare and Common Paths. 6 Why Do We Fail to Find the Needle?: The Binary Fallacy and the Bayesian Approach. 7 How to Reduce the Size of the Haystack: On Impostors, Cats, and False Positives. 8 Needles in the Wild: Some Lessons from Nature. 9 Lupus and the Needle: A Contextual-Dynamic Approach to the Needle Challenge. 10 How to Deal with Tiny Datasets: The Power of AI. 11 Concluding Discussion: Isolated Lights in the Abyss of Ignorance. Index.
Data Science;Needle in a Haystack;Young Man;Sle Subject;Terrorist Screening Database;Lone Wolf Terrorist;Tsallis Entropy;Deep Neural Networks;Psychopathic Mind;Net Worth;Imbalanced Dataset;In-depth Inspection;Snowden's Case;School Shooters;Posterior Odds;Lupus Erythematosus Disease Activity Index;Deep Neural Network Model;Anomaly Detection;Systemic Lupus Erythematosus Disease Activity;Person's Life Outcomes;Prior Odds;Shannon Information Measure;Duck Test;Binary Diagnosis;Local FBI Office;Contextual Triggers;Trivial Derivative