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An integrated system of text mining technique and case-based reasoning (TM-CBR) for supporting green building design
Green building has been commonly accepted as an important strategy adopted by
governments around the world for mitigating climate change and energy shortage problem …
governments around the world for mitigating climate change and energy shortage problem …
Automatic microcalcification and cluster detection for digital and digitised mammograms
In this paper we present a knowledge-based approach for the automatic detection of
microcalcifications and clusters in mammographic images. Our proposal is based on using …
microcalcifications and clusters in mammographic images. Our proposal is based on using …
Rough set based approaches to feature selection for case-based reasoning classifiers
This paper investigates feature selection based on rough sets for dimensionality reduction in
Case-Based Reasoning classifiers. In order to be useful, Case-Based Reasoning systems …
Case-Based Reasoning classifiers. In order to be useful, Case-Based Reasoning systems …
Segmentation of deformed kidneys and nephroblastoma using case-based reasoning and convolutional neural network
F Marie, L Corbat, Y Chaussy, T Delavelle… - Expert Systems with …, 2019 - Elsevier
Most often, image segmentation is not fully automated and a user is required to lead the
process in order to obtain correct results. In a medical context, segmentation can furnish …
process in order to obtain correct results. In a medical context, segmentation can furnish …
Adaptive case-based reasoning using retention and forgetting strategies
Case-based reasoning systems need to maintain their case base in order to avoid
performance degradation. Degradation mainly results from memory swam** or exposure …
performance degradation. Degradation mainly results from memory swam** or exposure …
Integrating gray system theory and logistic regression into case-based reasoning for safety assessment of thermal power plants
Safety assessment of thermal power plants (TPPs) is one of the important means to
guarantee the safety of production in thermal power production enterprises. Due to various …
guarantee the safety of production in thermal power production enterprises. Due to various …
Methods of case adaptation: A survey
R Mitra, J Basak - International journal of intelligent systems, 2005 - Wiley Online Library
In this article, we provide an overview of the case adaptation process. We classify various
existing case adaptation methods available in the literature. We consider three different …
existing case adaptation methods available in the literature. We consider three different …
Case-based reasoning for classification in the mixed data sets employing the compound distance methods
Abstract Development of classification methods using case-based reasoning systems is an
active area of research. In this paper, two new case-based reasoning systems with two …
active area of research. In this paper, two new case-based reasoning systems with two …
Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis
YJ Park, SH Chun, BC Kim - Artificial intelligence in medicine, 2011 - Elsevier
OBJECTIVE: The paper studies the new learning technique called cost-sensitive case-
based reasoning (CSCBR) incorporating unequal misclassification cost into CBR model …
based reasoning (CSCBR) incorporating unequal misclassification cost into CBR model …
Comparison of genetic algorithm, particle swarm optimization and biogeography-based optimization for feature selection to classify clusters of microcalcifications
Ductal carcinoma in situ (DCIS) is one type of breast cancer. Clusters of microcalcifications
(MCCs) are symptoms of DCIS that are recognized by mammography. Selection of robust …
(MCCs) are symptoms of DCIS that are recognized by mammography. Selection of robust …