Sung-Hae Jun

Comput., December, 2023

2022

Zero-Inflated Patent Data Analysis Using Generating Synthetic Samples.

[BibT_eX]

[DOI]

Daiho Uhm

Future Internet, 2022

Text Data Analysis Using Generalized Linear Mixed Model and Bayesian Visualization.

[BibT_eX]

[DOI]

Axioms, 2022

2021

Machines Imitating Human Thinking Using Bayesian Learning and Bootstrap.

[BibT_eX]

[DOI]

Symmetry, 2021

2020

Technological cognitive diagnosis model for patent keyword analysis.

[BibT_eX]

[DOI]

ICT Express, 2020

Bayesian Inference and Learning for Neural Networks and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Artificial Intelligence in Information and Communication, 2020

2019

Patent data analysis using functional count data model.

[BibT_eX]

[DOI]

Soft Comput., 2019

A Study on Visualization of Technology Transfer using Distance based Patent Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Communication and Management, 2019

Study on the Prediction of Patent Hiding Company Using Patent Information Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Communication and Management, 2019

2018

Multivariate multiple regression modelling for technology analysis.

[BibT_eX]

[DOI]

Jacob Wood

Technol. Anal. Strateg. Manag., 2018

2017

Factor analysis and structural equation model for patent analysis: a case study of Apple's technology.

[BibT_eX]

[DOI]

Jong-Min Kim

Dong Man Im

Technol. Anal. Strateg. Manag., 2017

Penalized regression models for patent keyword analysis.

[BibT_eX]

[DOI]

Model. Assist. Stat. Appl., 2017

An integrated social network mining for product-based technology analysis of Apple.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2017

Integer-valued GARCH processes for Apple technology analysis.

[BibT_eX]

[DOI]

Jong-Min Kim

Ind. Manag. Data Syst., 2017

Patent Big Data Analysis using Fuzzy Learning.

[BibT_eX]

[DOI]

Int. J. Fuzzy Syst., 2017

2016

Examining technological competition between BMW and Hyundai in the Korean car market.

[BibT_eX]

[DOI]

Technol. Anal. Strateg. Manag., 2016

Methodology of technological evolution for three-dimensional printing.

[BibT_eX]

[DOI]

Ind. Manag. Data Syst., 2016

Frequentist and Bayesian Learning Approaches to Artificial Intelligence.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2016

2015

Graphical causal inference and copula regression model for apple keywords by text mining.

[BibT_eX]

[DOI]

Jong-Min Kim

Adv. Eng. Informatics, 2015

2014

Vacant technology forecasting using new Bayesian patent clustering.

[BibT_eX]

[DOI]

Seongyong Choi

Technol. Anal. Strateg. Manag., 2014

Document clustering method using dimension reduction and support vector clustering to overcome sparseness.

[BibT_eX]

[DOI]

Sang-Sung Park

Dong-Sik Jang

Expert Syst. Appl., 2014

2013

Examining technological innovation of Apple using patent analysis.

[BibT_eX]

[DOI]

Sang-Sung Park

Ind. Manag. Data Syst., 2013

2012

Technology Forecasting using Matrix Map and Patent Clustering.

[BibT_eX]

[DOI]

Sang-Sung Park

Dong-Sik Jang

Ind. Manag. Data Syst., 2012

A Classification Method Using Data Reduction.

[BibT_eX]

[DOI]

Daiho Uhm

Int. J. Fuzzy Log. Intell. Syst., 2012

2011

A Forecasting Model for Technological Trend Using Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011

IPC Code Analysis of Patent Documents Using Association Rules and Maps - Patent Analysis of Database Technology.

[BibT_eX]

[DOI]

Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011

2010

Empirical Comparisons of Clustering Algorithms using Silhouette Information.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2010

2009

Support Vector Machine based on Stratified Sampling.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2009

Improvement of SOM using Stratification.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2009

A preprocessing of outlier using KERNEL PCA and factor scores in regression model.

[BibT_eX]

[DOI]

Yong-Jun Kim

Proceedings of the FUZZ-IEEE 2009, 2009

2008

A Comparison Study of Classification Algorithms in Data Mining.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2008

Improvement of Support Vector Clustering using Evolutionary Programming and Bootstrap.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2008

Improvement of Self Organizing Maps using Gap Statistic and Probability Distribution.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2008

2007

A Web Recommendation System using Grid based Support Vector Machines.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2007

2006

An Optimal Clustering using Hybrid Self Organizing Map.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2006

A Competitive Co-evolving Support Vector Clustering.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

A Co-Evolutionary Computing for Statistical Learning Theory.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2005

Web Usage Mining Using Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Web Usage Mining Using Evolutionary Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004

Sparse Data Cleaning using Multiple Imputations.

[BibT_eX]

[DOI]

Int. J. Fuzzy Log. Intell. Syst., 2004

2002

Fuzzy Web Usage Mining for User Modeling.

[BibT_eX]

[DOI]

Jae-Sung Jang