Youngdoo Son

Myong K. Jeong

Ann. Oper. Res., October, 2024

Efficient visibility algorithm for high-frequency time-series: application to fault diagnosis with graph convolutional network.

[BibT_eX]

[DOI]

Jeongsub Choi

Ann. Oper. Res., August, 2024

Graph contrastive learning with consistency regularization.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2024

Deep time-series clustering via latent representation alignment.

[BibT_eX]

[DOI]

Chihyeon Choi

Knowl. Based Syst., 2024

Relation-preserving masked modeling for semi-supervised time-series classification.

[BibT_eX]

[DOI]

Chihyeon Choi

Inf. Sci., 2024

Multi-stage ensemble with refinement for noisy labeled data classification.

[BibT_eX]

[DOI]

Chihyeon Choi

Woojin Lee

Expert Syst. Appl., 2024

Evaluating practical adversarial robustness of fault diagnosis systems via spectrogram-aware ensemble method.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Spatio-Temporal Consistency for Multivariate Time-Series Representation Learning.

[BibT_eX]

[DOI]

Wonjoon Kim

IEEE Access, 2024

Learning Representation for Multitask Learning Through Self-supervised Auxiliary Learning.

[BibT_eX]

[DOI]

Seokwon Shin

Hyungrok Do

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

A 240-FPS In-Column Binarized Neural Network Processing in CMOS Image Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, October, 2023

Categorizing affective response of customer with novel explainable clustering algorithm: The case study of Amazon reviews.

[BibT_eX]

[DOI]

Wonjoon Kim

Keonwoo Nam

Electron. Commer. Res. Appl., March, 2023

A 0.57 mW@1 FPS In-Column Analog CNN Processor Integrated Into CMOS Image Sensor.

[BibT_eX]

[DOI]

IEEE Access, 2023

2022

Restricted Relevance Vector Machine for Missing Data and Application to Virtual Metrology.

[BibT_eX]

[DOI]

Jeongsub Choi

Myong K. Jeong

IEEE Trans Autom. Sci. Eng., 2022

Multitask learning with single gradient step update for task balancing.

[BibT_eX]

[DOI]

Sungjae Lee

Abu ul Hassan Sarwar Rana

Neurocomputing, 2022

2021

An Optimized Framework for Energy-Resource Allocation in a Cloud Environment based on the Whale Optimization Algorithm.

[BibT_eX]

[DOI]

Shanky Goyal

Shashi Bhushan

Yogesh Kumar

Muhammad Raheel Bhutta

Muhammad Fazal Ijaz

Sensors, 2021

Fuzzy kernel K-medoids clustering algorithm for uncertain data objects.

[BibT_eX]

[DOI]

Behnam Tavakkol

Pattern Anal. Appl., 2021

Weighted co-association rate-based Laplacian regularized label description for semi-supervised regression.

[BibT_eX]

[DOI]

Jaehong Yu

Inf. Sci., 2021

Dynamical Properties of Ion-Acoustic Waves in Space Plasma and Its Application to Image Encryption.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods.

[BibT_eX]

[DOI]

Muhammad Fazal Ijaz

Muhammad Attique

Sensors, 2020

Design of an Always-On Image Sensor Using an Analog Lightweight Convolutional Neural Network.

[BibT_eX]

[DOI]

Sensors, 2020

Generalized support vector data description for anomaly detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

2018

Learning representative exemplars using one-class Gaussian process regression.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Regression with re-labeling for noisy data.

[BibT_eX]

[DOI]

Seokho Kang

Expert Syst. Appl., 2018

2016

Active learning using transductive sparse Bayesian regression.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Nonparametric machine learning models for predicting the credit default swaps: An empirical study.

[BibT_eX]

[DOI]

Hyeongmin Byun

Expert Syst. Appl., 2016

Self-correcting ensemble using a latent consensus model.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2016

2015

Voronoi Cell-Based Clustering Using a Kernel Support.

[BibT_eX]

[DOI]

Kyoungok Kim

IEEE Trans. Knowl. Data Eng., 2015

2012

Forecasting trends of high-frequency KOSPI200 index data using learning classifiers.

[BibT_eX]

[DOI]

Dong-jin Noh