Jin Hee Yoon

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 35

Top Topics

Logistic Regression

Hybrid Architecture

Robust Estimator

Top Venues

Int. J. Fuzzy Syst.

Int. J. Fuzzy Log. Intell. Syst.

Publications

Kun Zhou, Sung-Kwun Oh, Jianlong Qiu, Witold Pedrycz, Kisung Seo, Jin Hee Yoon
Design of Hierarchical Neural Networks Using Deep LSTM and Self-Organizing Dynamical Fuzzy-Neural Network Architecture. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Jin Hee Yoon
Reinforced Interval Type-2 Fuzzy Clustering-Based Neural Network Realized Through Attention-Based Clustering Mechanism and Successive Learning. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Dae Jong Kim, Yoo Young Koo, Jin Hee Yoon
Fuzzy Moderation and Moderated-Mediation Analysis of Real Estate Variables in South Korea. Int. J. Fuzzy Log. Intell. Syst. 23 (4) (2023)
Jon-Lark Kim, Byung-Sun Won, Jin Hee Yoon
A convolutional neural network based classification for fuzzy datasets using 2-D transformation. Appl. Soft Comput. 147 (2023)
Zhen Wang, Sung-Kwun Oh, Zheng Wang, Zunwei Fu, Witold Pedrycz, Jin Hee Yoon
Design of progressive fuzzy polynomial neural networks through gated recurrent unit structure and correlation/probabilistic selection strategies. Fuzzy Sets Syst. 470 (2023)
Taechang Byun, Ji Eun Lee, Jin Hee Yoon
Fuzzy real weak inner product: a new approach to fuzzy inner products. Soft Comput. 27 (19) (2023)
Jin Hee Yoon, Dae Jong Kim, Yoo Young Koo
Novel Fuzzy Correlation Coefficient and Variable Selection Method for Fuzzy Regression Analysis Based on Distance Approach. Int. J. Fuzzy Syst. 25 (8) (2023)
Cinthia Peraza, Oscar Castillo, Patricia Melin, Juan R. Castro, Jin Hee Yoon, Zong Woo Geem
A Type-3 Fuzzy Parameter Adjustment in Harmony Search for the Parameterization of Fuzzy Controllers. Int. J. Fuzzy Syst. 25 (6) (2023)
Pratik Bhowal, Subhankar Sen, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
Evaluation of Fuzzy Measures Using Dempster-Shafer Belief Structure: A Classifier Fusion Framework. IEEE Trans. Fuzzy Syst. 31 (5) (2023)
Jeongho Lee, Hyoung-Kee Choi, Jin Hee Yoon, Seongjune Kim
An Empirical Analysis of Incorrect Account Remediation in the Case of Broken Authentication. IEEE Access 11 (2023)
Taechang Byun, Ji Eun Lee, Jin Hee Yoon
Delta root: a new definition of a square root of fuzzy numbers. Soft Comput. 26 (9) (2022)
Jin Hee Yoon, Linyun Huang, Youngchul Bae
Analysis of Chaotic Behavior for the Confliction Model with Fuzzy External Force. Int. J. Fuzzy Syst. 24 (4) (2022)
Jin Hee Yoon, Seung-Hoe Choi
Pythagorean Exponents Induced by Mathematical and Statistical Methods in the Major League Baseball. Int. J. Fuzzy Log. Intell. Syst. 22 (3) (2022)
Jon-Lark Kim, Byung-Sun Won, Jin Hee Yoon
A CNN model based on fuzzy US health insurance dataset. SCIS/ISIS (2022)
Mohammad Farukh Hashmi, B. Kiran Kumar Ashish, Vivek Sharma, Avinash G. Keskar, Neeraj Dhanraj Bokde, Jin Hee Yoon, Zong Woo Geem
LARNet: Real-Time Detection of Facial Micro Expression Using Lossless Attention Residual Network. Sensors 21 (4) (2021)
Jin Hee Yoon, Seong-Geun Lim, Linyun Huang, Youngchul Bae
Chaotic Behavior in Happiness Model with Fuzzy External Force. Int. J. Fuzzy Syst. 23 (8) (2021)
Dae Jong Kim, Yoo Young Koo, Jin Hee Yoon
Fuzzy Mediation Analysis for KOSPI-Related Variables. Int. J. Fuzzy Log. Intell. Syst. 21 (1) (2021)
Pratik Bhowal, Subhankar Sen, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening From Chest X-Ray Images. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Trinav Bhattacharyya, Bitanu Chatterjee, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection Algorithm. IEEE Access 8 (2020)
Jin Hee Yoon
Fuzzy Mediation Analysis. Int. J. Fuzzy Syst. 22 (1) (2020)
Jin Hee Yoon
Fuzzy Moderation and Moderated-Mediation Analysis. Int. J. Fuzzy Syst. 22 (6) (2020)
Mohammad Farukh Hashmi, B. Kiran Kumar Ashish, Avinash G. Keskar, Neeraj Dhanraj Bokde, Jin Hee Yoon, Zong Woo Geem
An Exploratory Analysis on Visual Counterfeits Using Conv-LSTM Hybrid Architecture. IEEE Access 8 (2020)
Khalid Hassan Sheikh, Shameem Ahmed, Krishnendu Mukhopadhyay, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
EHHM: Electrical Harmony Based Hybrid Meta-Heuristic for Feature Selection. IEEE Access 8 (2020)
Jin Hee Yoon, Gwi-Man Bak, Youngchul Bae
Fuzzy Control for Chaotic Confliction Model. Int. J. Fuzzy Syst. 22 (6) (2020)
László T. Kóczy, Jesús Medina, Marek Reformat, Kok Wai Wong, Jin Hee Yoon
Computational Intelligence in Modeling Complex Systems and Solving Complex Problems. Complex. 2019 (2019)
Seok-Beom Roh, Sung-Kwun Oh, Jin Hee Yoon, Kisung Seo
Design of face recognition system based on fuzzy transform and radial basis function neural networks. Soft Comput. 23 (13) (2019)
Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo
-transform for robust estimators. Int. J. Approx. Reason. 104 (2019)
Fatemeh Salmani, Seyed Mahmoud Taheri, Jin Hee Yoon, Alireza Abadi, Hamid Alavi Majd, Abbas Abbaszadeh
Logistic Regression for Fuzzy Covariates: Modeling, Inference, and Applications. Int. J. Fuzzy Syst. 19 (5) (2017)
Ali Azadeh, Shadi Sadri, Morteza Saberi, Jin Hee Yoon, Elizabeth Chang, Omar Khadeer Hussain, Nadia Pourmohammad Zia
An Integrated Fuzzy Trust Prediction Approach in Product Design and Engineering. Int. J. Fuzzy Syst. 19 (4) (2017)
Jin Hee Yoon, DeokHwan Kyeong, Kisung Seo, István Á. Harmati
M-estimators using optimization algorithm based on F-transform. IFSA-SCIS (2017)
Woo-Joo Lee, Hye-Young Jung, Jin Hee Yoon, Seung-Hoe Choi
-Transform and Fuzzy Time Series. Int. J. Fuzzy Syst. 19 (6) (2017)
Woo-Joo Lee, Hye Young Jung, Jin Hee Yoon, Seung-Hoe Choi
Analysis of Variance for Fuzzy Data Based on Permutation Method. Int. J. Fuzzy Log. Intell. Syst. 17 (1) (2017)
Jin Hee Yoon, Seung-Hoe Choi, Przemyslaw Grzegorzewski
On Asymptotic Properties of the Multiple Fuzzy Least Squares Estimator. SMPS (2016)
Il-Kyu Kim, Woo-Joo Lee, Jin Hee Yoon, Seung-Hoe Choi
Fuzzy Regression Model Using Trapezoidal Fuzzy Numbers for Re-auction Data. Int. J. Fuzzy Log. Intell. Syst. 16 (1) (2016)
So Young Sohn, Dong Ha Kim, Jin Hee Yoon
Technology credit scoring model with fuzzy logistic regression. Appl. Soft Comput. 43 (2016)
Ali Azadeh, Nadia Pourmohammad Zia, Morteza Saberi, Farookh Khadeer Hussain, Jin Hee Yoon, Omar Khadeer Hussain, Shadi Sadri
A trust-based performance measurement modeling using t-norm and t-conorm operators. Appl. Soft Comput. 30 (2015)
Woo-Joo Lee, Hye Young Jung, Jin Hee Yoon, Seung-Hoe Choi
The statistical inferences of fuzzy regression based on bootstrap techniques. Soft Comput. 19 (4) (2015)
Jin Hee Yoon, Hye Young Jung, Seung-Hoe Choi, Woo-Joo Lee
An application of F-transform to a regression model based on Theil's method. FUZZ-IEEE (2015)
Mahshid Namdari, Jin Hee Yoon, Alireza Abadi, Seyed Mahmoud Taheri, Seung-Hoe Choi
Fuzzy logistic regression with least absolute deviations estimators. Soft Comput. 19 (4) (2015)
Hye Young Jung, Jin Hee Yoon, Seung-Hoe Choi
Fuzzy linear regression using rank transform method. Fuzzy Sets Syst. 274 (2015)
Hye Young Jung, Woo-Joo Lee, Jin Hee Yoon, Seung-Hoe Choi
Likelihood inference based on fuzzy data in regression model. SCIS&ISIS (2014)
Hye Young Jung, Woo-Joo Lee, Jin Hee Yoon
A unified approach to asymptotic behaviors for the autoregressive model with fuzzy data. Inf. Sci. 257 (2014)
Woo-Joo Lee, Hye Young Jung, Jin Hee Yoon, Seung-Hoe Choi
Forecasting using F-transform based on bootstrap technique. FUZZ-IEEE (2014)
Jin Hee Yoon, Hye Young Jung, Woo-Joo Lee, Seung-Hoe Choi
Optimal properties of a fuzzy least estimator based on new operations. SCIS&ISIS (2014)
Jin Hee Yoon, Seung-Hoe Choi
Fuzzy Least Squares Estimation with New Fuzzy Operations. SMPS (2012)
Hye Young Jung, Jin Hee Yoon, Seung-Hoe Choi
Fuzzy time series reflecting the fluctuation of historical data. FSKD (2010)
Seung-Hoe Choi, Jin Hee Yoon
General fuzzy regression using least squares method. Int. J. Syst. Sci. 41 (5) (2010)
Jin Hee Yoon, Hye Young Jung, Seung-Hoe Choi
Interval regression using symmetric difference. FSKD (2010)
Jin Hee Yoon, Seung-Hoe Choi
Fuzzy Rank Linear Regression Model. Australasian Conference on Artificial Intelligence (2009)
Jin Hee Yoon, Seung-Hoe Choi
Componentwise Fuzzy Linear Regression Using Least Squares Estimation. J. Multiple Valued Log. Soft Comput. 15 (2-3) (2009)
Hae Kyung Kim, Jin Hee Yoon, Ying Li
Asymptotic properties of least squares estimation with fuzzy observations. Inf. Sci. 178 (2) (2008)