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Enhancement of Prediction Accuracy for Home Sales Index Prediction Model based on Integration of Multiple Regression Analysis and Genetic Algorithm

KSCE Journal of Civil Engineering ◽

10.1007/s12205-017-1648-9 ◽

2017 ◽

Vol 22 (7) ◽

pp. 2159-2166

Author(s):

Seungwoo Han ◽

Yongho Ko ◽

Jung-Yeol Kim ◽

Do Hyoung Shin

Keyword(s):

Genetic Algorithm ◽

Regression Analysis ◽

Prediction Model ◽

Multiple Regression Analysis ◽

Multiple Regression ◽

Prediction Accuracy ◽

Model Based ◽

Home Sales Index

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Preliminary Analytic Methodologies for Home Sales Index Assessment Based on Big-data Analysis

Konkuk Research Institute of Real Estate and Urban Studies ◽

10.22423/kreus.2016.9.1.131 ◽

2016 ◽

Vol 9 (1) ◽

pp. 131-143

Author(s):

Yong-Ho Ko ◽

◽

Seung-Woo Han ◽

Kyung-Bae Kim ◽

Sang-Youb Lee ◽

...

Keyword(s):

Big Data ◽

Data Analysis ◽

Big Data Analysis ◽

Home Sales Index

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Home sales index prediction model based on cluster and principal component statistical approaches in a big data analytic concept

KSCE Journal of Civil Engineering ◽

10.1007/s12205-016-0574-6 ◽

2016 ◽

Vol 21 (1) ◽

pp. 67-75 ◽

Author(s):

Seungwoo Han ◽

Yongho Ko ◽

Seongdo Kim ◽

Do Hyoung Shin

Keyword(s):

Big Data ◽

Prediction Model ◽

Principal Component ◽

Model Based ◽

Statistical Approaches ◽

Home Sales Index ◽

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