Examples Here you can find a short overview of each example that comes with the KnowledgeMiner package. Each example file contains ready-to-use models for quick evaluation and testing. In the Required Download Chemistry/ Ecology COD concentration Problem: Water pollution Task: Modeling, prediction Models contained: several GMDH (auto-regressive, static and dynamic input/ output models); system of equations (multi-output system); Analog Complexing; Fuzzy Rules This document is used intensively by the AppleGuide based tutorial. Boiling Points Problem: Boiling points of gases Task: Modeling, prediction Models contained: Static input/ output and fuzzy models This document is referenced by the Easy Learning course. Economy/ Finance National Economy/USA Problem: Behavior of the U.S. macroeconomy Task: Prediction of 20 characteristics 2 quarters ahead Models contained: Dynamic, linear system of equations (20 output variables, 103 input variables) Markets Order and Delivery of Bread Problem: Market forecast Task: Prediction of both characteristics 10 weeks ahead Models contained: Auto-regressive; system of equations; Analog Complexing Mathematics Logistic Function Problem: Functions identification Task: Prediction Models contained: auto-regressive GMDH Logic Problem: Functions identification Task: Modeling Models contained: Fuzzy models Medicine Hepatitis Problem: Medical diagnosis Task: Modeling, classification Models contained: Fuzzy classification rule   In the Examples Collection Biotechnology/ Medicine Cancer-stricken patients Problem: Medical diagnosis Task: Modeling, classification Models contained: Static input/ output model; fuzzy rules Chemistry/ Ecology Earth Temperature Problem: Where is global temperature headed? Task: Modeling, prediction (7 years) Models contained: several Analog Complexing models; system of equations; fuzzy models Wine Recognition Problem: Funny wine recognition problem Task: Modeling, classification Models contained: GMDH and fuzzy model Economy/ Finance National Economy/Germany Problem: Behavior of the German macroeconomy Task: Prediction of 13 characteristics 2 years ahead Models contained: Dynamic, linear system of equations (13 output variables, 64 input variables) Balance Sheet - Lufthansa Problem: Development of the company Task: Prediction of 13 balance sheet characteristics 1 year ahead based on 7 records only Models contained: Dynamic, linear system of equations (13 output variables, 25 input variables) Stock Index Prediction Problem: Financial markets prediction Task: 5-day prediction Models contained: System of equations; fuzzy models Engineering Challenger Space Shuttle O-Ring Problem: Extrapolation Task: Prediction of the O-rings failure probability at 31 degree Fahrenheit Models contained: Linear and nonlinear GMDH model Laser Problem: Time series prediction Task: One-step prediction Models contained: Nonlinear auto-regressive model Shuttle Landing Control Problem: Decision model generation Task: Modeling, classification Models contained: a fuzzy rule Markets CPU Performance Problem: Comparision of several CPU vendors Task: Modeling Models contained: Linear and nonlinear GMDH models; fuzzy rules Market Analysis Computer Problem: Comparision of CPU prices Task: Modeling Models contained: Linear and nonlinear GMDH models; fuzzy rules Market Analysis Flats Problem: Comparision of various appartments Task: Modeling Models contained: Linear and nonlinear GMDH models; fuzzy rules Mathematics Noisy Logic Sample Problem: Functions identification Task: Modeling, classification Models contained: Fuzzy model XOR Problem Problem: Functions identification Task: Modeling Models contained: Nonlinear GMDH model; Fuzzy model Sociology 1984 U.S. Congressional Voting Problem: Party affiliation Task: Modeling, Interpretation, classification Models contained: Fuzzy model Housing Boston Problem: Housing values Task: Modeling, Interpretation Models contained: Nonlinear GMDH model; Fuzzy model

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Date Last Modified: 03/23/99