Journal of the Korean Data and Information Science Society
Latest Publications

TOTAL DOCUMENTS

1230

(FIVE YEARS 318)

H-INDEX

9

(FIVE YEARS 1)

Published By Korean Data And Information Science Society

1598-9402

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Identifiability of covariance kernels in the Gaussian process regression model

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1373 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1373-1392

Author(s):

Jae Hoan Kim ◽

Jaeyong Lee

Keyword(s):

Regression Model ◽

Gaussian Process ◽

Gaussian Process Regression

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Identification of Celtis species using random forest with infrared spectroscopy and analysis of spectral feature importance

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1183 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1183-1194

Author(s):

Tae-Im Heo ◽

Dong-Hyun Kim ◽

Sung-Wook Hwang

Keyword(s):

Infrared Spectroscopy ◽

Random Forest ◽

Spectral Feature ◽

Feature Importance

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Estimation for exponential distribution under multiply progressive censored competing risks data

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1305 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1305-1315

Author(s):

Kyeongjun Lee ◽

Hanse Kang ◽

Soyun Jeong ◽

Junki Hong

Keyword(s):

Exponential Distribution ◽

Competing Risks ◽

Competing Risks Data

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Radiation response data analysis using Bayesian nonparametric regression models with shape-restriction

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1295 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1295-1304

Author(s):

Seongil Jo ◽

Seungwon Seo ◽

Kwangwoo Jung ◽

Hyoungwoo Bai

Keyword(s):

Data Analysis ◽

Nonparametric Regression ◽

Regression Models ◽

Radiation Response ◽

Bayesian Nonparametric ◽

Response Data ◽

Shape Restriction

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Job match analysis using the Tobit model

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1343 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1343-1352

Author(s):

Jangsik Cho ◽

Jeonghwan Ko

Keyword(s):

Tobit Model ◽

Match Analysis ◽

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Analysis of classification characteristics of Americas copy paper using the infrared spectroscopy and principal component analysis

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1195 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1195-1204

Author(s):

Kwang-Ho Kang ◽

Jinho Kim ◽

Kang-Jae Kim

Keyword(s):

Principal Component Analysis ◽

Infrared Spectroscopy ◽

Principal Component ◽

Component Analysis

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Analysis of PM10 data using spatio-temporal correlation clustering and time series similarity

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1259 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1259-1279

Author(s):

Sungdon Kim ◽

Yongjin Jeon ◽

Haejune Oh

Keyword(s):

Time Series ◽

Temporal Correlation ◽

Correlation Clustering ◽

Spatio Temporal

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A Bayesian approach with propensity scores for prediction of unknown responses

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1353 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1353-1362

Author(s):

Juhee Lee ◽

Eun Jin Jang ◽

Dal Ho Kim

Keyword(s):

Bayesian Approach ◽

Propensity Scores

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Outlier detection for long memory processes

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1205 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1205-1218

Author(s):

Kyeongmin Lee ◽

Changryong Baek

Keyword(s):

Outlier Detection ◽

Long Memory ◽

Memory Processes ◽

Long Memory Processes

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An empirical comparison of the CUSUM and the FLSA for change points detection

Journal of the Korean Data and Information Science Society ◽

10.7465/jkdi.2021.32.6.1317 ◽

2021 ◽

Vol 32 (6) ◽

pp. 1317-1328

Author(s):

Garyeong Lee ◽

Won Son ◽

Sungim Lee ◽

Donghyeon Yu

Keyword(s):

Change Points ◽

Empirical Comparison

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