2008 |
20 | EE | Insuk Sohn,
Sujong Kim,
Changha Hwang,
Jae Won Lee:
New normalization methods using support vector machine quantile regression approach in microarray analysis.
Computational Statistics & Data Analysis 52(8): 4104-4115 (2008) |
2007 |
19 | EE | Dug Hun Hong,
Changha Hwang,
Kyung Tae Kim:
T-sum of sigmoid-shaped fuzzy intervals.
Inf. Sci. 177(18): 3831-3839 (2007) |
2006 |
18 | EE | Dug Hun Hong,
Changha Hwang,
Joo Yong Shim,
Kyung Ha Seok:
Locally Weighted LS-SVM for Fuzzy Nonlinear Regression with Fuzzy Input-Output.
CIS 2006: 317-325 |
17 | EE | Dug Hun Hong,
Changha Hwang:
Fuzzy Nonlinear Regression Model Based on LS-SVM in Feature Space.
FSKD 2006: 208-216 |
16 | EE | Joo Yong Shim,
Changha Hwang,
Sungkyun Nau:
Robust LS-SVM Regression Using Fuzzy C-Means Clustering.
ICNC (1) 2006: 157-166 |
15 | EE | Changha Hwang,
Dug Hun Hong,
Kyung Ha Seok:
Support vector interval regression machine for crisp input and output data.
Fuzzy Sets and Systems 157(8): 1114-1125 (2006) |
2005 |
14 | EE | Changha Hwang,
Dug Hun Hong,
Eunyoung Na,
Hyejung Park,
Joo Yong Shim:
Interval Regression Analysis Using Support Vector Machine and Quantile Regression.
FSKD (1) 2005: 100-109 |
13 | EE | Changha Hwang,
Joo Yong Shim:
A Simple Quantile Regression via Support Vector Machine.
ICNC (1) 2005: 512-520 |
12 | EE | Joo Yong Shim,
Changha Hwang:
Doubly Regularized Kernel Regression with Heteroscedastic Censored Data.
ICNC (1) 2005: 521-527 |
11 | EE | Changha Hwang,
Kyung Ha Seok,
Daehyeon Cho:
A Prediction Interval Estimation Method for KMSE.
ICNC (1) 2005: 536-545 |
10 | EE | Changha Hwang,
David Chiu,
Insuk Sohn:
Exon Structure Analysis via PCA and ICA of Short-Time Fourier Transform.
ICNC (2) 2005: 306-315 |
9 | EE | Dug Hun Hong,
Changha Hwang:
Interval regression analysis using quadratic loss support vector machine.
IEEE T. Fuzzy Systems 13(2): 229-237 (2005) |
8 | EE | Changha Hwang,
Dug Hun Hong:
Analyzing the Nonlinear Time Series of Turbulent Flows with Kernel Interval Regression Machine.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 13(4): 365-380 (2005) |
2004 |
7 | EE | Tae Yoon Kim,
Kyong Joo Oh,
Insuk Sohn,
Changha Hwang:
Usefulness of artificial neural networks for early warning system of economic crisis.
Expert Syst. Appl. 26(4): 583-590 (2004) |
6 | EE | Dug Hun Hong,
Changha Hwang,
Chulhwan Ahn:
Ridge estimation for regression models with crisp inputs and Gaussian fuzzy output.
Fuzzy Sets and Systems 142(2): 307-319 (2004) |
5 | EE | Dug Hun Hong,
Changha Hwang:
Extended fuzzy regression models using regularization method.
Inf. Sci. 164(1-4): 31-46 (2004) |
4 | EE | Dug Hun Hong,
Changha Hwang:
Ridge Regression Procedures For Fuzzy Models Using Triangular Fuzzy Numbers.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(2): 145-160 (2004) |
2003 |
3 | EE | Byung-Joo Kim,
Joo Yong Shim,
Changha Hwang,
Il Kon Kim,
Joon Hyun Song:
Incremental Feature Extraction Based on Empirical Kernel Map.
ISMIS 2003: 440-444 |
2 | EE | Dug Hun Hong,
Changha Hwang:
Support vector fuzzy regression machines.
Fuzzy Sets and Systems 138(2): 271-281 (2003) |
2002 |
1 | | Dug Hun Hong,
Changha Hwang:
Extended Fuzzy Regression Models.
JCIS 2002: 304-308 |