클래스 불균형 해결을 위한 Diffusion Model 기반 Oversampling

장건희 ,  조원근 ,  임성수 외 1명

한국정보과학회 학술발표논문집

2023 .06

Comparison of Classification Techniques based on Feature Extraction and Imbalanced Data Processing

Kong Vungsovan ,  each ,  Eun-Seon Choi 외 4명

대한전기학회 학술대회 논문집

2021 .07

Oversampling Techniques for Detecting Bitcoin Illegal Transactions

Jungsu Han ,  Jongsoo Woo ,  Jame Won-Ki Hong

한국통신학회 APNOMS

2020 .09

Relationship Modelling and Analysis between Hidden Layers with Different Hidden Nodes using Supervised Learning Method

Sanghyun Choo ,  Hyunsoo Lee

대한산업공학회 추계학술대회 논문집

2015 .11

A Boundary-Focused Generative Adversarial Networks for Oversampling in Imbalance and Multimodal Time- Series Classification

Han Kyu Lee ,  Seoung Bum Kim

대한산업공학회 추계학술대회 논문집

2018 .11

Improved Classification Procedure for Imbalanced and Overlapped Situations

Han Kyu Lee ,  Seoung Bum Kim

대한산업공학회 추계학술대회 논문집

2016 .11

클래스 불균형 상황의 불완전 데이터 분류를 위한 다중 결측 대체법 기반 오버샘플링 방법

신교함 ,  한종민 ,  강석호

한국정보과학회 학술발표논문집

2020 .07

A study on the characteristics of applying oversampling algorithms to Fosberg Fire-Weather Index (FFWI) data

Hyung-Koo Yoon ,  Sang Yeob Kim ,  Dongsoo Lee 외 1명

Smart Structures and Systems, An International Journal

2024 .07

Imbalanced Data Stream Mining for Context Inference

Su-Hee Kim ,  Dong-Hyok Suh

INTERNATIONAL CONFERENCE ON FUTURE INFORMATION & COMMUNICATION ENGINEERING

2015 .06

Comparative Analysis of Oversampling Techniques and Feature Selection for Intrusion Detection

Minkyung Kim

한국통신학회논문지

2024 .11

Survival Analysis using Neural Networks

백재욱

한국신뢰성학회 학술대회논문집

2020 .07

클래스 불균형 데이터의 효과적인 분류를 위한 k-NN과 생성적 적대 신경망 기반의 오버샘플링

박지수 ,  안길승 ,  허선

대한산업공학회지

2020 .08

Experimental Analysis of Equilibrization in Binary Classification for Non-Image Imbalanced Data Using Wasserstein GAN

Wang ,  Zhi-Yong ,  Kang 외 1명

International journal of internet, broadcasting and communication : IJIBC

2019 .01

Deep Convolutional Neural Networks Normalization Using Adaptive Dropout

Youngki Jo ,  Hyunsoo Lee

대한산업공학회 추계학술대회 논문집

2018 .11

Feature Selection for imbalanced data using local interpretation of complete model

YongKyung OH ,  SungIl Kim

대한산업공학회 춘계공동학술대회 논문집

2019 .04

Face Sketch Classification based on Convolutional Neural Networks

Chikontwe Philip ,  Hyo Jong Lee

정보 및 제어 논문집

2017 .04

Imbalanced Learning in Heart Disease Categorization: Improving Minority Class Prediction Accuracy Using the SMOTE Algorithm

Mediana A ,  yuni ,  Suko Adia 외 9명

INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS

2023 .06

Sequence Oversampling Technique based on Generative Adversarial Nets

이한규 ,  김성범

대한산업공학회 추계학술대회 논문집

2017 .11

Handling imbalanced data in real-time prediction of activities in business processes

Jongchan Kim ,  Ma ,  co Comuzzi

대한산업공학회 추계학술대회 논문집

2018 .11

Content-Adaptive Model Update of Convolutional Neural Networks for Super-Resolution

Sehwan Ki ,  Munchu ,  l Kim

한국방송미디어공학회 학술발표대회 논문집

2020 .11