Model Development and Incremental Learning Based on Case-Based Reasoning for Signal and Image Analysis

2017 ◽  
pp. 3-24
Author(s):  
Petra Perner
Keyword(s):  
Image Analysis ◽  
Incremental Learning ◽  
Model Development ◽  
Case Based Reasoning ◽  
Case Based

scholarly journals Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm

2015 ◽  
Vol 7 (4) ◽  
pp. 4318-4342 ◽  
Author(s):  
Jie Dou ◽  
Kuan-Tsung Chang ◽  
Shuisen Chen ◽  
Ali Yunus ◽  
Jin-King Liu ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Image Analysis ◽  
Object Oriented ◽  
Case Based Reasoning ◽  
Case Based

Research on traffic decision making method based on image analysis case based reasoning

Optik ◽  
2018 ◽  
Vol 158 ◽  
pp. 908-914 ◽  
Author(s):  
Hao Zhang ◽  
GuangLong Dai
Keyword(s):  
Decision Making ◽  
Image Analysis ◽  
Case Based Reasoning ◽  
Case Based

scholarly journals Computer Advisory System in the Domain of Copper Alloys Manufacturing

2015 ◽  
Vol 15 (3) ◽  
pp. 77-80 ◽  
Author(s):  
D. Wilk-Kołodziejczyk ◽  
S. Kluska-Nawarecka ◽  
G. Rojek ◽  
K. Regulski
Keyword(s):  
Artificial Intelligence ◽  
Computer System ◽  
Incremental Learning ◽  
Copper Alloys ◽  
Calcium Carbide ◽  
Case Based Reasoning ◽  
The Past ◽  
Advisory System ◽  
System Solution ◽  
Case Based

Abstract The main scope of the article is the development of a computer system, which should give advices at problem of cooper alloys manufacturing. This problem relates with choosing of an appropriate type of bronze (e.g. the BA 1044 bronze) with possible modification (e.g. calcium carbide modifications: Ca + C or CaC2) and possible heat treatment operations (quenching, tempering) in order to obtain desired mechanical properties of manufactured material described by tensile strength - Rm, yield strength - Rp0.2 and elongation - A5. By construction of the computer system being the goal of presented here work Case-based Reasoning is proposed to be used. Case-based Reasoning is the methodology within Artificial Intelligence techniques, which enables solving new problems basing on experiences that are solutions obtained in the past. Case-based Reasoning also enables incremental learning, because every new experience is retained each time in order to be available for future processes of problem solving. Proposed by the developed system solution can be used by a technologist as a rough solution for cooper alloys manufacturing problem, which requires further tests in order to confirm it correctness.

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