For decades films such as WarGames and The Terminator have warned that the com...For decades films such as WarGames and The Terminator have warned that the combination of artificial intelligence and nuclear weapons might be a recipe for an apocalypse. Might these prophecies of doom become reality in coming decades? Using...more
Heuristic Reasoning About Uncertainty: An ArtificialIntelligence Approach (Re...Heuristic Reasoning About Uncertainty: An Artificial Intelligence Approach (Research Notes in Artificial Intelligence Ser.) by Paul R. Cohenmore
The principal aim of this book is to introduce to the widest possible audience...The principal aim of this book is to introduce to the widest possible audience an original view of belief calculus and uncertainty theory. In this geometric approach to uncertainty uncertainty measures can be seen as points of a suitably complex...more
ArtificialIntelligence Methods for Optimization of the Software Testing Proce...Artificial Intelligence Methods for Optimization of the Software Testing Process: With Practical Examples and Exercises presents different AI-based solutions for overcoming the uncertainty found in many initial testing problems. The concept of...more
This LNCS 14523 conference volume constitutes the proceedings of the First Int...This LNCS 14523 conference volume constitutes the proceedings of the First International Workshop Epi UAI 2023 in Pittsburgh PA USA August 2023. The 8 full papers together included in this volume were carefully reviewed and selected from 16...more
Statistical Relational ArtificialIntelligence in Photovoltaic Power Uncertain...Statistical Relational Artificial Intelligence in Photovoltaic Power Uncertainty Analysis addresses uncertainty issues in photovoltaic power generation while also supporting the collaborative enhancement of understanding and applying theory and...more
This is a research-grade guide to designing predicting and stress-testing gene...This is a research-grade guide to designing predicting and stress-testing genetic interventions with modern AI built for readers who want more than high-level intuition and benchmark scores. Across 24 tightly argued chapters you will learn to treat...more
In our rapidly evolving digital landscape the concept of perplexity has emerge...In our rapidly evolving digital landscape the concept of perplexity has emerged as a fundamental measure of uncertainty understanding and the limits of knowledge. This book explores perplexity not merely as a mathematical concept but as a lens...more
This book demonstrates different methods (as well as real-life examples) of ha...This book demonstrates different methods (as well as real-life examples) of handling uncertainty like probability and Bayesian theory Dempster-Shafer theory certainty factor and evidential reasoning fuzzy logic-based approach utility theory and...more
This monograph provides a formal framework for the representation and manageme...This monograph provides a formal framework for the representation and management of uncertainty and vagueness in artificial intelligence. Mathematical modeling is emphasized. The book is self-contained and suitable as an advanced textbook.more
This book develops a framework that shows how uncertainty in Artificial Intell...This book develops a framework that shows how uncertainty in Artificial Intelligence (AI) expands and generalizes traditional AI. It explores the uncertainties of knowledge and intelligence. The authors focus on the importance of natural language -...more
ArtificialIntelligence Methods for Optimization of the Software Testing Proce...Artificial Intelligence Methods for Optimization of the Software Testing Process: With Practical Examples and Exercises presents different AI-based solutions for overcoming the uncertainty found in many initial testing problems. The concept of...more