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Computational Structural Behavior

AUTHOR Wang, Cheng
PUBLISHER Springer (10/28/2025)
PRODUCT TYPE Hardcover (Hardcover)

Description
As intelligent behavior modeling grows increasingly complex, existing models have reached a bottleneck in their ability to express behavior. This book proposed the concept--Behavioral Molecular Structure--to redefine behavior representation from a structural perspective, paving the way for an entirely new research paradigm: Computational Structural Behavior.

Addressing cutting-edge applications in behavior analysis, modeling, and prediction, this book explores how behavioral molecular structures can enhance the expressive power of intelligent models in handling complex behavioral data. It covers key topics such as behavioral space definition, molecular structure construction, representation learning, and downstream task integration, demonstrating their impact through real-world applications in fraud detection, behavior prediction, anomaly detection, and behavior generation.

Suitable for researchers, engineers, and professionals in computer science, artificial intelligence, and behavioral studies, this book bridges the gap between theory and practice, offering a novel approach to improving behavior modeling. Whether you're seeking innovative methodologies to enhance intelligent systems or exploring new frontiers in behavioral research, this book provides essential insights and practical guidance.

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Product Format
Product Details
ISBN-13: 9789819510122
ISBN-10: 9819510120
Binding: Hardback or Cased Book (Sewn)
Content Language: English
More Product Details
Page Count: 232
Carton Quantity: 20
Product Dimensions: 6.14 x 0.63 x 9.21 inches
Weight: 1.15 pound(s)
Feature Codes: Illustrated
Country of Origin: NL
Subject Information
BISAC Categories
Computers | Data Science - Data Analytics
Computers | Probability & Statistics - General
Computers | Database Administration & Management
Descriptions, Reviews, Etc.
jacket back

As intelligent behavior modeling grows increasingly complex, existing models have reached a bottleneck in their ability to express behavior. This book proposed the concept--Behavioral Molecular Structure--to redefine behavior representation from a structural perspective, paving the way for an entirely new research paradigm: Computational Structural Behavior.

Addressing cutting-edge applications in behavior analysis, modeling, and prediction, this book explores how behavioral molecular structures can enhance the expressive power of intelligent models in handling complex behavioral data. It covers key topics such as behavioral space definition, molecular structure construction, representation learning, and downstream task integration, demonstrating their impact through real-world applications in fraud detection, behavior prediction, anomaly detection, and behavior generation.

Suitable for researchers, engineers, and professionals in computer science, artificial intelligence, and behavioral studies, this book bridges the gap between theory and practice, offering a novel approach to improving behavior modeling. Whether you're seeking innovative methodologies to enhance intelligent systems or exploring new frontiers in behavioral research, this book provides essential insights and practical guidance.

Show More
publisher marketing
As intelligent behavior modeling grows increasingly complex, existing models have reached a bottleneck in their ability to express behavior. This book proposed the concept--Behavioral Molecular Structure--to redefine behavior representation from a structural perspective, paving the way for an entirely new research paradigm: Computational Structural Behavior.

Addressing cutting-edge applications in behavior analysis, modeling, and prediction, this book explores how behavioral molecular structures can enhance the expressive power of intelligent models in handling complex behavioral data. It covers key topics such as behavioral space definition, molecular structure construction, representation learning, and downstream task integration, demonstrating their impact through real-world applications in fraud detection, behavior prediction, anomaly detection, and behavior generation.

Suitable for researchers, engineers, and professionals in computer science, artificial intelligence, and behavioral studies, this book bridges the gap between theory and practice, offering a novel approach to improving behavior modeling. Whether you're seeking innovative methodologies to enhance intelligent systems or exploring new frontiers in behavioral research, this book provides essential insights and practical guidance.

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Hardcover