(Ilmumisaeg: 22-Sep-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031668418)
This volume provides the reader with a comprehensive and up-to-date treatise positioned at the junction of the areas of Machine Learning (ML) and Granular Computing (GrC). ML offers a wealth of architectures and learning methods. Granular Computin...Loe edasi...
This book approaches to the subject of common-sense reasoning in AI using epistemic situation calculus which integrates the ideas of situation calculus and epistemic logic. Artificial intelligence (AI) is the research area of science and engineering...Loe edasi...
(Ilmumisaeg: 16-May-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031285509)
This book approaches to the subject of common-sense reasoning in AI using epistemic situation calculus which integrates the ideas of situation calculus and epistemic logic. Artificial intelligence (AI) is the research area of science and engineering...Loe edasi...
(Ilmumisaeg: 30-Mar-2023, Hardback, Kirjastus: Springer-Verlag New York Inc., ISBN-13: 9781071626276)
The first edition of the Encyclopedia of Complexity and Systems Science (ECSS, 2009) presented a comprehensive overview of granular computing (GrC) broadly divided into several categories: Granular computing from rough set theory, Granular Computing...Loe edasi...
This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular...Loe edasi...
This book offers a comprehensive treatise on the recent pursuits of Artificial Intelligence (AI) – Explainable Artificial Intelligence (XAI) by casting the crucial features of interpretability and explainability in the original framework of Granular...Loe edasi...
(Ilmumisaeg: 03-Mar-2021, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811227110)
This volume links the concept of granular computing using deep learning and the Internet of Things to object tracking for video analysis. It describes how uncertainties, involved in the task of video processing, could be handled in rough set theor...Loe edasi...
Pattern Recognition Algorithms for Data Mining addresses different pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clus...Loe edasi...
Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging...Loe edasi...
(Ilmumisaeg: 22-Nov-2016, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319403120)
This book offers a comprehensive report on the state-of-the art in the broadly-intended field of “intelligent systems”. After introducing key theoretical issues, it describes a number of promising models for data and system analysis, decision mak...Loe edasi...
In this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Ty...Loe edasi...
In this book, a new method for hybrid intelligent systems is proposed. The proposed method is based on a granular computing approach applied in two levels. The techniques used and combined in the proposed method are modular neural networks (MNNs)...Loe edasi...
(Ilmumisaeg: 29-Jul-2014, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319082530)
The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a...Loe edasi...
Given the nature of the technology, granular computing cuts across a broad range of engineering disciplines. This self-contained book builds upon introductory ideas and provides with illustrative examples that help facilitate a better grasp of more...Loe edasi...
(Ilmumisaeg: 30-Jun-2010, Hardback, Kirjastus: Information Science Reference, ISBN-13: 9781605663241)
This book investigages granular computing (GrC), which emerged as one of the fastest growing information processing paradigms in computational intelligence and human-centric systems--Provided by publisher. Yao (computer science, U. of Regin...Loe edasi...
This extremely large and comprehensive handbook on granular computing traces this relatively new disciplines roots in artificial intelligence, interval computing and quotient space theory and explores the growing interest in this subject due to adva...Loe edasi...
Witold Pedrycz, Andrzej Skowron, Vladik Kreinovich
(Ilmumisaeg: 17-Jul-2008, Other digital carrier, Kirjastus: Wiley-Blackwell, ISBN-13: 9780470724163)
Although the notion is a relatively recent one, the notions and principles of Granular Computing (GrC) have appeared in a different guise in many related fields including granularity in Artificial Intelligence, interval computing, cluster analysis,...Loe edasi...
(Ilmumisaeg: 31-Dec-2006, Paperback, Kirjastus: IEEE Computer Society Press, ISBN-13: 9780769530321)
The proceedings of the November 2007 conference collects recent research on methods and strategies for granular computing, fuzzy control, and rough set, neighborhood, grid, interval, quotient, and neutrosophic computing. Many of the contributors expl...Loe edasi...
Clustering, explains Pedrycz (electrical and computer engineering, U. of Alberta and systems research, Polish Academy of Sciences), is one of the well-established manifestations of a computer environment that helps people understand data and make sen...Loe edasi...
