Computational Intelligence for Decision Support

ISBN-13: 9780367399238 / Angielski / Miękka / 2019 / 400 str.

Zhengxin Chen

Opis

Most of the existing texts on computational and artificial intelligence, database management systems, and decision support tend to neglect the relationship between these disciplines. Computational Intelligence for Decision Support presents an integrated approach. It discusses computational intelligence as the science developed for decision support. The author explains how to use computational intelligence (for reasoning) and DBMS (for retrieval) together to attain the goal of high-level decision making. This book appeals to those from a variety of disciplines, with or without a background in decision support.

Spis treści

Decision Support and Computational Intelligence. Search and Representation. Predicate Logic. Relations as Predicates. Retrieval Systems. Conceptual Data and Knowledge Modeling. Reasoning as Extended Retrieval. Computational Creativity and Computer Assisted Human Intelligence. Conceptual Queries and Intensional Answering. From Machine Learning to Data Mining. Data Warehousing, OLAP, and Data Mining. Reasoning Under Uncertainty. Reduction and Reconstruction Approaches for Uncertain Reasoning and Data Mining. Toward Integrated Heuristic Decision Making.


NTI/Sales Copy

O autorze

Chen, Zhengxin