IE-Journal Papers(저널논문)

Recent Items

Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 2148

1
An Explainable Prediction for Dietary-Related Diseases via Language Models

Choi, Insu; Kim, Jihye; Kim, Woo Chang, NUTRIENTS, v.16, no.5, 2024-03

2
Maximizing AUC to learn weighted naive Bayes for imbalanced data classification

Kim, Taeheung; Lee, Jong-Seok, EXPERT SYSTEMS WITH APPLICATIONS, v.217, 2023-05

3
Two-way cooperative prediction for collaborative filtering recommendations

Lee, Jong-Seok; Olafsson, Sigurdur, EXPERT SYSTEMS WITH APPLICATIONS, v.36, no.3, pp.5353 - 5361, 2009-04

4
Shilling Attack Detection-A New Approach for a Trustworthy Recommender System

Lee, Jong-Seok; Zhu, Dan, INFORMS JOURNAL ON COMPUTING, v.24, no.1, pp.117 - 131, 2012

5
When Costs Are Unequal and Unknown: A Subtree Grafting Approach for Unbalanced Data Classification

Lee, Jong-Seok; Zhu, Dan, DECISION SCIENCES, v.42, no.4, pp.803 - 829, 2011-11

6
Robust outlier detection using the instability factor

Ha, Jihyun; Seok, Seulgi; Lee, Jong-Seok, KNOWLEDGE-BASED SYSTEMS, v.63, pp.15 - 23, 2014-06

7
Shifting artificial data to detect system failures

Hwang, Wook-Yeon; Lee, Jong-Seok, INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, v.22, no.2, pp.363 - 378, 2015-03

8
Systematic study of interdependent relationship on gold nanorod synthesis assisted by electron microscopy image analysis

Yoon, Seokyoung; Lee, Byoungsang; Yun, Jaesub; Han, Jeon Geon; Lee, Jong-Seok; Lee, Jung Heon, NANOSCALE, v.9, no.21, pp.7114 - 7123, 2017-06

9
Statistical Characterization of the Morphologies of Nanoparticles through Machine Learning Based Electron Microscopy Image Analysis

Lee, Byoungsang; Yoon, Seokyoung; Lee, Jin Woong; Kim, Yunchul; Chang, Junhyuck; Yun, Jaesub; Ro, Jae Chul; et al, ACS NANO, v.14, no.12, pp.17125 - 17133, 2020-12

10
Temporal Peak-Management and Clustering System for Sustainable Learning With Application to the Excimer Laser Annealing Process

Han, Minseok; Lee, Jong-Seok, IEEE ACCESS, v.11, pp.24535 - 24544, 2023

11
Discovering Relationships between Skin Type and Life Style Using Data Mining Techniques: A Case Study of Korea

Kim, Taeheung; Ha, Jihyun; Lee, Jong-Seok; Oh, Younhak; Cho, Yong Ju, INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, v.15, no.1, pp.110 - 121, 2016-03

12
Data mining for recognizing patterns in foodborne disease outbreaks

Thakur, Maitri; Olafsson, Sigurdur; Lee, Jong-Seok; Hurburgh, Charles R., JOURNAL OF FOOD ENGINEERING, v.97, no.2, pp.213 - 227, 2010-03

13
Instance categorization by support vector machines to adjust weights in AdaBoost for imbalanced data classification

Lee, Wonji; Jun, Chi-Hyuck; Lee, Jong-Seok, INFORMATION SCIENCES, v.381, pp.92 - 103, 2017-03

14
Incorporating receiver operating characteristics into naive Bayes for unbalanced data classification

Kim, Taeheung; Chung, Byung Do; Lee, Jong-Seok, COMPUTING, v.99, no.3, pp.203 - 218, 2017-03

15
Optimizing anode location in impressed current cathodic protection system to minimize underwater electric field using multiple linear regression analysis and artificial neural network methods

Kim, YS; Seok, S; Lee, Jong-Seok; Lee, SK; Kim, JG, ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, v.96, pp.84 - 93, 2018-11

16
Recommendation Framework Combining User Interests with Fashion Trends in Apparel Online Shopping

Ok, Minjae; Lee, Jong-Seok; Kim, Yun Bae, APPLIED SCIENCES-BASEL, v.9, no.13, 2019-07

17
Machine learning predictive model based on national data for fatal accidents of construction workers

Choi, Jongko; Gu, Bonsung; Chin, Sangyoon; Lee, Jong-Seok, AUTOMATION IN CONSTRUCTION, v.110, 2020-02

18
Further Improvement on Two-Way Cooperative Collaborative Filtering Approaches for the Binary Market Basket Data

Hwang, Wook-Yeon; Lee, Jong-Seok, APPLIED SCIENCES-BASEL, v.11, no.19, 2021-10

19
Exponential Loss Minimization for Learning Weighted Naive Bayes Classifiers

Kim, Taeheung; Lee, Jong-Seok, IEEE ACCESS, v.10, pp.22724 - 22736, 2022

20
Learning From Imbalanced Data Using Triplet Adversarial Samples

Yun, Jaesub; Lee, Jong-Seok, IEEE ACCESS, v.11, pp.31467 - 31478, 2023

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