The objectives of this book are studying, analyzing and suggesting a solution for the main problems (challenges) in the knowledge discovery in database field, the problems are included missing values, data scarcity, looking for data mining algorithms as a black box, reduction the three main dimensions and design mathematical model of KDD systems (i.e., Design Meta Knowledge System). This book concludes the strong relationship between KDD and IDA where each one completes the other. In general, we can summarize the main benefits points of suggest system "NTKDD" as followings: 1. Suggest the...

This Book presents a method to design programming system using hybrid techniques represented soft computing to classify objects from the air photos and satellite images depending on their features with minimum acceptable error.This book concerns with classifying five kinds of objects (urban area, forests,roads, rivers and football-stadiums). Accordingly, the database which describes that objects by depending on their attributes were built.Then, the breeder genetic algorithm to procedure genetic clustering process to segment image which provides a number of clusters found in that image data...