Kategoria BISAC: Computers >> Information Theory

This book provides a coherent and unifying view for logic and representation learning to contribute to knowledge graph (KG) reasoning and produce better computational tools for integrating both worlds.  To this end, logic and deep neural network models are studied together as integrated models of computation.  This book is written for readers who are interested in KG reasoning and the new perspective of neuro-symbolic integration and have prior knowledge to neural networks and deep learning.  The authors first provide a preliminary introduction to logic and background...

This book offers the reader a formalization, characterization and quantification of the real threat level posed by side-channel leaks from devices implementing cryptography. It exploits the best mathematical tools for quantifying information leakage and characterizing leakage-based attacks. The two possible approaches are described in detail. This includes the optimal attack strategy that can be derived (in specific contexts) or generic bounds regarding data complexity that can be computed. The tone of this book is essentially mathematical. It aims to establish formal foundations for...

This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon's Measure of Information (SMI), presents the application of information theory to living systems and psychology, and also discusses the role of entropy in art. It critically overviews the definition of correlations and multivariate mutual information.These notions are used to build a new perspective for understanding the irreversibility of...

This book constitutes the proceedings of the 24th IFIP WG 5.4 International TRIZ Future Conference on AI-Powered Innovation and Inventive Design, TFC 2024, held in Cluj-Napoca, Romania, during November 6–8, 2024.

The 42 full papers presented were carefully reviewed and selected from 72 submissions. They were organized in the following topical sections: 

Part I - AI-Driven TRIZ and Innovation

Part II - Sustainable and Industrial Design with TRIZ; Digital Transformation, Industry 4.0, and Predictive Analytics; Interdisciplinary and Cognitive Approaches in TRIZ;...

This book constitutes the refereed proceedings of the 9th European Lean Educator Conference on Challenging the Future with Lean, ELEC 2023, held in 's-Hertogenbosch, the Netherlands during October 24-26, 2023.

There are 24 full papers presented in this book were carefully reviewed and selected from 35 submissions. The conference and presenting papers aimed to encourage Lean practitioners, educators, and researchers to “Challenge the Future with Lean,” examining how important societal issues such as war, healthcare, digitalization, and sustainability can be addressed through...