ScholarWorks@Dongguk University

Browsing by Seo, SanghyunAuthor

All A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
전체 가 나 다 라 마 바 사 아 자 차 카 타 파 하

Showing results 1 to 14 of 14

SCOPUS
ADSTREAM: Anomaly Detection in Large-Scale Data Streams Using Local Outlier Factor Based on Micro-Cluster

Seo, Sanghyun; Park, Seongchul; Hwang, Injea; Kim, Juntae

ArticleIssue Date2017CitationADVANCED SCIENCE LETTERS, v.23, no.10, pp 10204 - 10209PublisherAMER SCIENTIFIC PUBLISHERS
SCIESCOPUS
Efficient Weights Quantization of Convolutional Neural Networks Using Kernel Density Estimation based Non-uniform Quantizeropen access

Seo, Sanghyun; Kim, Juntae

ArticleIssue Date2019CitationAPPLIED SCIENCES-BASEL, v.9, no.12PublisherMDPI
SCOPUS
Heterogeneous Data Integration using Confidence Estimation of Unseen Visual Data for Zero-shot Learning

Seo, Sanghyun; Kim, Juntae

ArticleIssue Date2019CitationPROCEEDINGS OF THE 2019 2ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND INFORMATION MANAGEMENT (ICSIM 2019) / 2019 2ND INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (ICBDSC 2019), pp 171 - 174PublisherASSOC COMPUTING MACHINERY
SCIESCOPUS
Hierarchical Semantic Loss and Confidence Estimator for Visual-Semantic Embedding-Based Zero-Shot Learningopen access

Seo, Sanghyun; Kim, Juntae

ArticleIssue Date2019CitationAPPLIED SCIENCES-BASEL, v.9, no.15PublisherMDPI
SCIESCOPUS
HMTL: Heterogeneous Modality Transfer Learning for Audio-Visual Sentiment Analysisopen access

Seo, Sanghyun; Na, Sanghyuck; Kim, Juntae

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp 140426 - 140437PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCOPUS
Hybrid Approach for Efficient Quantization of Weights in Convolutional Neural Networks

Seo, Sanghyun; Kim, Juntae

ArticleIssue Date2018Citation2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), pp 638 - 641PublisherIEEE
SCOPUS
Image-Text Embedding with Hierarchical Knowledge for Cross-Modal Retrieval

Seo, Sanghyun; Kim, Juntae

ArticleIssue Date2018CitationPROCEEDINGS OF 2018 THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ARTIFICIAL INTELLIGENCE (CSAI 2018) / 2018 THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION AND MULTIMEDIA TECHNOLOGY (ICIMT 2018), pp 350 - 353PublisherASSOC COMPUTING MACHINERY
SCOPUS
Improvement of Network Intrusion Detection Accuracy by using Restricted Boltzmann Machine

Seo, Sanghyun; Park, Seongchul; Kim, Juntae

ArticleIssue Date2017Citation2016 8TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), pp 413 - 417PublisherIEEE COMPUTER SOC
SCOPUS
Knowledge Distillation based Online Learning Methodology using Unlabeled Data Stream

Seo, Sanghyun; Park, Seongchul; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2018CitationPROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND MACHINE INTELLIGENCE (MLMI 2018), pp 68 - 71PublisherASSOC COMPUTING MACHINERY
SCOPUS
Network Intrusion Detection through Online Transformation of Eigenvector Reflecting Concept Drift

Park, Seongchul; Seo, Sanghyun; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2018CitationPROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON DATA SCIENCE, E-LEARNING AND INFORMATION SYSTEMS 2018 (DATA'18)PublisherASSOC COMPUTING MACHINERY
SCOPUS
Network Intrusion Detection Using Stacked Denoising Autoencoder

Park, Seongchul; Seo, Sanghyun; Kim, Juntae

ArticleIssue Date2017CitationADVANCED SCIENCE LETTERS, v.23, no.10, pp 9907 - 9911PublisherAMER SCIENTIFIC PUBLISHERS
SCIESCOPUS
Online eigenvector transformation reflecting concept drift for improving network intrusion detection

Park, Seongchul; Seo, Sanghyun; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2020CitationEXPERT SYSTEMS, v.37, no.5PublisherWILEY
SCIESCOPUS
The weights initialization methodology of unsupervised neural networks to improve clustering stability

Park, Seongchul; Seo, Sanghyun; Jeong, Changhoon; Kim, Juntae

ArticleIssue Date2020CitationJOURNAL OF SUPERCOMPUTING, v.76, no.8, pp 6421 - 6437PublisherSPRINGER
SCIESCOPUS
Uncertainty-Aware Active Meta-Learning for Few-Shot Text Classificationopen access

Seo, Sanghyun; Dingeto, Hiskias; Kim, Juntae

ArticleIssue Date2025CitationApplied Sciences, v.15, no.7, pp 1 - 19PublisherMDPI
1
CONTACT US

RSS_1.0 RSS_2.0 ATOM_1.0

30, Pildong-ro 1-gil, Jung-gu, Seoul, 04620, Republic of Korea+82-2-2260-3114

Copyright(c) 2023 DONGGUK UNIVERSITY. ALL RIGHTS RESERVED.

Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.

BROWSE

한국어