Søkt på: Søkeresultat
totalt 45 treff
Towards Explainable Fuzzy AI: Concepts, Paradigms, Tools, and Techniques
Modern AI techniques –- especially deep learning –- provide, in many cases, very good recommendations: where a self-driving car should go, whether to give a company a loan, etc. …
Uncertainty Modeling
This book commemorates the 65th birthday of Dr. Boris Kovalerchuk, and reflects many of the research areas covered by his work. It focuses on data processing under uncertainty, …
Uncertainty, Constraints, and Decision Making
In the first approximation, decision making is nothing else but an optimization problem: We want to select the best alternative. This description, however, is not fully accurate: …
From Intervals to –?
This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently …
Modeling Dependence in Econometrics
In economics, many quantities are related to each other. Such economic relations are often much more complex than relations in science and engineering, where some quantities are …
Causal Inference in Econometrics
This book is devoted to the analysis of causal inference which is one of the most difficult tasks in data analysis: when two phenomena are observed to be related, it is often …
Decision Making under Uncertainty and Constraints
This book shows, on numerous examples, how to make decisions in realistic situations when we have both uncertainty and constraints. In most these situations, the book's emphasis is …
Towards Analytical Techniques for Optimizing Knowledge Acquisition, Processing, Propagation, and Use in Cyberinfrastructure and Big Data
This book describes analytical techniques for optimizing knowledge acquisition, processing, and propagation, especially in the contexts of cyber-infrastructure and big data. …
Artificial Intelligence in Models, Methods and Applications
This book is based on the accepted research papers presented in the International Conference "Artificial Intelligence in Engineering & Science" (AIES-2022). The aim of the AIES …
Constraint Programming and Decision Making: Theory and Applications
This book describes new algorithms and ideas for making effective decisions under constraints, including applications in control engineering, manufacturing (how to optimally …
Recent Developments in Data Science and Intelligent Analysis of Information
This book constitutes the proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information (ICDSIAI'2018), held in Kiev, Ukraine on June …
Predictive Econometrics and Big Data
This book presents recent research on predictive econometrics and big data. Gathering edited papers presented at the 11th International Conference of the Thailand Econometric …