Overview

In an era of invisible coordination and AI-enhanced movements, Hidden Networks reveals the breakthrough analytical tools you need to understand the systems shaping our world. From financial markets and healthcare systems to terrorist cells and online communities, modern networks operate with staggering complexity, resisting traditional analysis and obscuring their true objectives. Hidden Networks equips analysts, data scientists, strategists, and intelligence professionals with a revolutionary methodology to detect, decode, and influence these systems. Drawing on advancements in machine learning, network science, behavioral fingerprinting, and game theory, Dr. Horen Kuecuekyan introduces a practical, cross-disciplinary framework to model multi-agent systems. You'll learn to identify subgroups, visualize their interactions, map information flows, and simulate how agents adapt in dynamic environments. This book is more than theory-it delivers actionable insights. Readers will gain tools to analyze decentralized coordination, spot covert patterns of influence, and leverage temporal network analytics to track evolving threats and opportunities. If you're working with complex systems-from public policy to private sector intelligence-this guide transforms overwhelming data into meaningful foresight. Inside, you'll explore: Hierarchical modeling of complex systems and subgroup analysis Temporal graph neural networks and AI-enhanced detection of coordinated behavior Agent-based modeling, game-theoretic simulation, and emergent behavior analysis Federated learning and synthetic data augmentation for secure and scalable analytics Behavioral fingerprinting using unsupervised machine learning Ethical frameworks for responsible use of powerful analytical methods With detailed case studies on financial regulation, healthcare coordination, criminal networks, and transformation programs, Hidden Networks bridges the gap between high-level systems theory and operational practice. Whether you're analyzing influence operations, optimizing distributed systems, or predicting group behavior in volatile environments, this book delivers a robust, future-ready toolkit. You'll walk away with a comprehensive understanding of how to model and interpret the collective behavior of independent actors-and why that matters more than ever in the 21st century.

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9781634628181

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