Jinsoo Bae - Publications, H-index & Citations

Jinsoo Bae

Samsung Electronics

9H指数

64论文数

234被引数

收录论文 10

发表时间

Accuracy-informed label smoothing and logit scaling for deep neural network calibration 基于准确率信息的标签平滑与logit缩放用于深度神经网络校准

Applied Soft Computing

IF6.6

2025-12-13

PREAI

Jinsoo Bae; Seoung Bum Kim

CFAST simulations and application of a machine learning algorithm for the fire safety of a switchgear room CFAST模拟及机器学习算法在开关柜室消防安全中的应用

Nuclear Engineering and Technology

IF2.6

2025-10-28

OAAI

Yu Zhang; Saerin Lim; Jongkook Heo; Jinsoo Bae; Seoung Bum Kim; Weon Gyu Shin

Reliability of Immersion Coolant and PCB Materials Evaluated Through Accelerated Thermal Testing 通过加速热测试评估浸没式冷却液和PCB材料的可靠性

IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY

IF3

2025-10-01

PREAI

Lee, Seung-Min; Lee, Woo-Jin; Cho, Eugene N.; Bae, Jinsoo; Rhew, Keunho; Hwang, Yuchul; Kang, Seung-Kyun

Explainable machine learning-based meta-modeling for predicting fire damage to motor control cabinets in a switchgear room 基于可解释机器学习的元建模方法，用于预测开关柜室中电机控制柜的火灾损坏

Nuclear Engineering and Technology

IF2.6

2025-08-19

OAAI

Jongkook Heo; Yu Zhang; Jinsoo Bae; Saerin Lim; Weon Gyu Shin; Seoung Bum Kim

Robust Semantic Segmentation of Wafer Transmission Electron Microscopy Image Using Multi-Task Learning With Edge Detection 基于边缘检测的多任务学习在晶圆透射电子显微镜图像的鲁棒语义分割中的应用

IEEE Access

IF3.6

2025-01-01

OAAI

Yongwon Jo; Jinsoo Bae; Hansam Cho; Sungsu Kim; Heejoong Roh; Kyunghye Kim; Munki Jo; Munuk Kim; Jaeung Tae; Seoung Bum Kim

Self- and semi-supervised learning for evacuation time modeling within fire emergencies in nuclear power plants

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

IF7.8

2024-08-01

PREAI

Jang, Geonhui; Singh, Sumit Kumar; Lim, Saerin; Bae, Jinsoo; Heo, Jongkook; Zhang, Yu; Shin, Weon Gyu; Kim, Seoung Bum

Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Sim, Sejin; Bae, Jinsoo; Kim, Seoung Bum

DESEM: Depthwise Separable Convolution-Based Multimodal Deep Learning for In-Game Action Anticipation

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Kim, Changhyun; Bae, Jinsoo; Baek, Insung; Jeong, Jaeyoon; Lee, Young Jae; Park, Kiwoong; Shim, Sang Heun; Kim, Seoung Bum

Uncertainty-aware soft sensor using Bayesian recurrent neural networks 基于贝叶斯递归神经网络的不确定性感知软测量

ADVANCED ENGINEERING INFORMATICS

IF9.9

2021-10-01

PREAI

Lee, Minjung; Bae, Jinsoo; Kim, Seoung Bum

A Spectrum-Based Searching Technique for the Most Favorable Section of Digital Music

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

IF10.9

2009-11-01

PREAI

Bae, Jinsoo; Joo, Hyun; Song, Iickho

研究方向