Decision and Inhibitory Trees and Rules for Decision Tables with Many-Valued Decisions, Alsolami Fawaz, Azad Mohammad, Chikalov Igor
Автор: Pawel Delimata; Mikhail Ju. Moshkov; Zbigniew Sura Название: Inhibitory Rules in Data Analysis ISBN: 3540856374 ISBN-13(EAN): 9783540856375 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This monograph is devoted to theoretical and experimental study of inhibitory decision and association rules. The most important feature of this monograph is that it includes an advanced mathematical analysis of problems on inhibitory rules.
Описание: The special session on Decision Economics (DECON) is a scientific forum held annually, which is focused on sharing ideas, projects, research results, models, and experiences associated with the complexity of behavioural decision processes and socio?economic phenomena. In 2018, DECON was held at Campus Tecnol?gico de la F?brica de Armas, University of Castilla-La Mancha, Toledo, Spain, as part of the 15th International Conference on Distributed Computing and Artificial Intelligence. For the third consecutive year, this book have drawn inspiration from Herbert A. Simon’s interdisciplinary legacy and, in particular, is devoted to designs, models, and techniques for boundedly rational decisions, involving several fields of study and expertise. It is worth noting that the recognition of relevant decision?making takes place in a range of critical subject areas and research fields, including economics, finance, information systems, small and international business management, operations, and production. Therefore, decision?making issues are of fundamental importance in all branches of economics addressed with different methodological approaches.As a matter of fact, the study of decision?making has become the focus of intense research efforts, both theoretical and applied, forming a veritable bridge between theory and practice as well as science and business organisations, whose pillars are based on insightful cutting?edge experimental, behavioural, and computational approaches on the one hand, and celebrating the value of science as well as the close relationship between economics and complexity on the other.In this respect, the international scientific community acknowledges Herbert A. Simon’s research endeavours to understand the processes involved in economic decision?making and their implications for the advancement of economic professions. Within the field of decision?making, indeed, Simon has become a mainstay of bounded rationality and satisficing. His rejection of the standard (unrealistic) decision?making models adopted by neoclassical economists inspired social scientists worldwide with the purpose to develop research programmes aimed at studying decision?making empirically, experimentally, and computationally. The main achievements concern decision?making for individuals, firms, markets, governments, institutions, and, last but not least, science and research. This book of selected papers tackles these issues that Simon broached in a professional career spanning more than sixty years. The Editors of this book dedicated it to Herb.
Описание: The results presented here (including the assessment of a new tool – inhibitory trees) offer valuable tools for researchers in the areas of data mining, knowledge discovery, and machine learning, especially those whose work involves decision tables with many-valued decisions. The authors consider various examples of problems and corresponding decision tables with many-valued decisions, discuss the difference between decision and inhibitory trees and rules, and develop tools for their analysis and design. Applications include the study of totally optimal (optimal in relation to a number of criteria simultaneously) decision and inhibitory trees and rules; the comparison of greedy heuristics for tree and rule construction as single-criterion and bi-criteria optimization algorithms; and the development of a restricted multi-pruning approach used in classification and knowledge representation.
Описание: This is the first book to provide a comprehensive and systematic introduction to the ranking methods for interval-valued intuitionistic fuzzy sets, multi-criteria decision-making methods with interval-valued intuitionistic fuzzy sets, and group decision-making methods with interval-valued intuitionistic fuzzy preference relations.
Автор: Bentkowska Urszula Название: Interval-Valued Methods in Classifications and Decisions ISBN: 3030129292 ISBN-13(EAN): 9783030129293 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book describes novel algorithms based on interval-valued fuzzy methods that are expected to improve classification and decision-making processes under incomplete or imprecise information. It then discusses new methods for aggregation on interval-valued settings, and the most common properties of interval-valued aggregation operators.
Автор: Urszula Bentkowska Название: Interval-Valued Methods in Classifications and Decisions ISBN: 3030129268 ISBN-13(EAN): 9783030129262 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book describes novel algorithms based on interval-valued fuzzy methods that are expected to improve classification and decision-making processes under incomplete or imprecise information. At first, it introduces interval-valued fuzzy sets. It then discusses new methods for aggregation on interval-valued settings, and the most common properties of interval-valued aggregation operators. It then presents applications such as decision making using interval-valued aggregation, and classification in case of missing values. Interesting applications of the developed algorithms to DNA microarray analysis and in medical decision support systems are shown. The book is intended not only as a timely report for the community working on fuzzy sets and their extensions but also for researchers and practitioners dealing with the problems of uncertain or imperfect information.
Автор: R.L. Cignoli; Itala M. d`Ottaviano; Daniele Mundic Название: Algebraic Foundations of Many-Valued Reasoning ISBN: 9048153360 ISBN-13(EAN): 9789048153367 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Leonard Bolc; Piotr Borowik Название: Many-Valued Logics 1 ISBN: 3642081452 ISBN-13(EAN): 9783642081453 Издательство: Springer Рейтинг: Цена: 20263.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Many-valued logics were developed as an attempt to handlephilosophical doubts about the "law of excluded middle" inclassical logic. Fuzzy logics,approximation logics, and probability logics all addressquestions that classical logic alone cannot answer.
Описание: This book introduces an approach that can be used to ground a variety of intelligent systems, ranging from simple fact based systems to highly sophisticated reasoning systems. As the popularity of AI related fields has grown over the last decade, the number of persons interested in building intelligent systems has increased exponentially.
Автор: Leonard Bolc; Piotr Borowik Название: Many-Valued Logics 2 ISBN: 3642084176 ISBN-13(EAN): 9783642084171 Издательство: Springer Рейтинг: Цена: 13275.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Many-valued logics are becoming increasingly important in all areas of computer science. While the first volume was mainly concerned with theoretical foundations, this volume emphasizes automated reasoning, practical applications, and the latest developments in fuzzy logic and rough set theory.
Описание: A former Harvard professor of decision science and game theory draws on those disciplines in this review of controversial strategic and tactical decisions of World War II. Allied leadership - although outstanding in many ways - sometimes botched what now is termed meta-decision making or deciding how to decide.
Автор: Bucciarelli Edgardo, Chen Shu-Heng, Corchado Juan Manuel Название: Decision Economics: Complexity of Decisions and Decisions for Complexity ISBN: 3030382265 ISBN-13(EAN): 9783030382261 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Calibrating Methods for Decision Making Under Uncertainty.- Coordination and Search for New Solutions: An Agent-based Study on the Tension in Boundary Systems.- Appeasement or Radicalism: A Game between Intruders and Occupiers.- Coping with bounded rationality, uncertainty, and scarcity in product development decisions: experimental research.- What Next for Experimental Economics? Searching for an Alternative Pathway Founded on Mathematical Methods.- Generating Neural Archetypes to Instruct Fast and Interpretable Decisions.
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