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J

Jaeyoung Choi

gachon university

20H-index
177Paper Count
1.6KCitation Count
Published Papers 17
Publication Date
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Explainable Intrusion and Anomaly Detection for IoT Sensor Networks Using Hybrid Feature Selection and Deep Autoencoder Learning
errSensors
IF3.5
err2026-08-23
err0
errOAAI
errUsman Ahmed; Sadiq Muhammad; Jaeyoung Choi
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errSave
Optimizing cryptocurrency trades with twin delayed DDPG: Adaptive multi-factor reward function with diverse data sources
errExpert Systems with Applications
IF7.5
err2026-02-07
err0
PREAI
errSattarov Otabek; Jaeyoung Choi
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errSave
Highly efficient KBN@TiO2@rGO composite for photodegradation of antibiotics under visible light irradiation
errSeparation and Purification Technology
IF9
err2025-09-24
err0
PREAI
errMolalign Emirie Hailu; Zebene Kiflie; Shimeles Kebede Kassahun; Md Abul Hossain; Alam Venugopal Narendra Kumar; Won Sik Shin; Jaeyoung Choi
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Hybrid bagging and boosting with SHAP based feature selection for enhanced predictive modeling in intrusion detection systems
errSCIENTIFIC REPORTS
IF3.9
err2024-12-17
err0
errOAAI
errAhmed, Usman; Zheng, Jiangbin; Almogren, Ahmad; Sadiq, Muhammad; Rehman, Ateeq Ur; Sadiq, M. T.; Choi, Jaeyoung
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Enhancing medical image classification via federated learning and pre-trained model
errEGYPTIAN INFORMATICS JOURNAL
IF4.3
err2024-09-01
err5
errOAAI
errSrinivasu, Parvathaneni Naga; Lakshmi, G. Jaya; Narahari, Sujatha Canavoy; Shafi, Jana; Choi, Jaeyoung; Ijaz, Muhammad Fazal
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errSave
Multi-level deep Q-networks for Bitcoin trading strategies
errSCIENTIFIC REPORTS
IF3.9
err2024-01-08
err5
errOAAI
errOtabek, Sattarov; Choi, Jaeyoung
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errSave
From Prediction to Profit: A Comprehensive Review of Cryptocurrency Trading Strategies and Price Forecasting Techniques
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errOtabek, Sattarov; Choi, Jaeyoung
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errSave
Effects of Charge Traps on Hysteresis in Organic Field-Effect Transistors and Their Charge Trap Cause Analysis through Causal Inference Techniques
errSENSORS
IF3.5
err2023-02-17
err16
errOAAI
errKim, Somi; Yoo, Hochen; Choi, Jaeyoung
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errSave
Associative Discussion Among Generating Adversarial Samples Using Evolutionary Algorithm and Samples Generated Using GAN
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errPavate, Aruna; Bansode, Rajesh; Srinivasu, Parvathaneni Naga; Shafi, Jana; Choi, Jaeyoung; Ijaz, Muhammad Fazal
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errSave
High Quality Video Frames From VVC: A Deep Neural Network Approach
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errDas, Tanni; Choi, Kiho; Choi, Jaeyoung
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Fine-Tuned DenseNet-169 for Breast Cancer Metastasis Prediction Using FastAI and 1-Cycle Policy
errSENSORS
IF3.5
err2022-04-13
err116
errOAAI
errVulli, Adarsh; Srinivasu, Parvathaneni Naga; Sashank, Madipally Sai Krishna; Shafi, Jana; Choi, Jaeyoung; Ijaz, Muhammad Fazal
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errSave
Twitter Attribute Classification With Q-Learning on Bitcoin Price Prediction
errIEEE ACCESS
IF3.6
err2022-01-01
err9
errOAAI
errOtabek, Sattarov; Choi, Jaeyoung
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errSave
Identification of Individual Infection Over Networks With Limit Observation: Random vs. Epidemic?
errIEEE ACCESS
IF3.6
err2021-01-01
err1
errOAAI
errChoi, Jaeyoung
errShare
errSave
Information Source Finding in Networks: Querying With Budgets
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2020-10-01
err8
errOAAI
errChoi, Jaeyoung; Moon, Sangwoo; Woo, Jiin; Son, Kyunghwan; Shin, Jinwoo; Yi, Yung
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errSave
Joint Optimization of Message Transmissions With Adaptive Selection of CCH Interval in VANETs
errIEEE ACCESS
IF3.6
err2019-01-01
err8
errOAAI
errChoi, Jaeyoung; Yi, Yung
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errSave
A Current-Sourced LED Driver Compatible With Fluorescent Lamp Ballasts
errIEEE TRANSACTIONS ON POWER ELECTRONICS
IF6.5
err2015-08-01
err33
PREAI
errChoi, Jaeyoung; Han, Hee-Seok; Lee, Kwyro
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errSave
Creating Experts From the Crowd: Techniques for Finding Workers for Difficult Tasks
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2014-01-01
err5
PREAI
errGottlieb, Luke; Friedland, Gerald; Choi, Jaeyoung; Kelm, Pascal; Sikora, Thomas
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
G
Gerald Friedland
H-index: 61 · Papers: 499
A
Ahmad Almogren
H-index: 60 · Papers: 397
J
Jinwoo Shin
H-index: 39 · Papers: 384
Y
Yung Yi
H-index: 36 · Papers: 199
W
Won Sik Shin
H-index: 34 · Papers: 197
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