Jae-Gil Lee - Publications, H-index & Citations

Jae-Gil Lee

School of Computing

30H指数

157论文数

6.0K被引数

收录论文 16

发表时间

Leveraging Smartphone Human Interaction Routine Behavior Task Mining and Modeling for Daily Stress Monitoring 利用智能手机人机交互常规行为任务挖掘与建模进行日常压力监测

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2025-12-01

PREAI

Lee, Hansoo; Park, Taehyeon; Koh, Youngji; Lee, Jae-gil; Lee, Uichin

Large language models are zero-shot point-of-interest recommenders 大型语言模型是零样本兴趣点推荐器

Data Mining and Knowledge Discovery

IF4.3

2025-09-06

OAAI

Joeun Kim; Youngjin Seo; Yeonsoo Kim; Junhyeok Kang; Jeeho Shin; Patara Trirat; Jae-Gil Lee

TFAS: zero-shot NAS for general time-series analysis with time-frequency aware scoring TFAS：一种适用于通用时间序列分析的零样本神经架构搜索方法，该方法采用时频感知评分机制。

Machine Learning

IF2.9

2025-08-29

PREAI

Patara Trirat; Jae-Gil Lee

PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series Pesta: 用于多变量时间序列中异常检测的神经体系结构搜索

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2024-01-01

PREAI

Trirat, Patara; Lee, Jae-Gil

Learning From Noisy Labels With Deep Neural Networks: A Survey 使用深度神经网络从嘈杂的标签中学习: 一项调查

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-11-01

408

OAAI

Song, Hwanjun; Kim, Minseok; Park, Dongmin; Shin, Yooju; Lee, Jae-Gil

MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2023-04-01

PREAI

Trirat, Patara; Yoon, Susik; Lee, Jae-Gil

Ada-boundary: accelerating DNN training via adaptive boundary batch selection

MACHINE LEARNING

IF2.9

2020-09-04

OAAI

Song, Hwanjun; Kim, Sundong; Kim, Minseok; Lee, Jae-Gil

Hello There! Is Now a Good Time to Talk?: Opportune Moments for Proactive Interactions with Smart Speakers

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2020-09-04

PREAI

Cha, Narae; Kim, Auk; Park, Cheul Young; Kang, Soowon; Park, Mingyu; Lee, Jae-Gil; Lee, Sangsu; Lee, Uichin

Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2020-06-13

PREAI

Kim, Jungeun; Lee, Jae-Gil; Lee, Byung Suk; Liu, Jiajun

Maximizing MapReduce job speed and reliability in the mobile cloud by optimizing task allocation

PERVASIVE AND MOBILE COMPUTING

IF3.5

2019-11-01

PREAI

Lee, Jin-woo; Jang, Gwangseon; Jung, Hohyun; Lee, Jae-Gil; Lee, Uichin

An experimental analysis of limitations of MapReduce for iterative algorithms on Spark

CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS

IF4.1

2017-09-19

PREAI

Kang, Minseo; Lee, Jae-Gil

A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2016-11-01

OAAI

Liu, Jiajun; Zhao, Kun; Sommer, Philipp; Shang, Shuo; Kusy, Brano; Lee, Jae-Gil; Jurdak, Raja

Boundary image matching supporting partial denoising using time-series matching techniques

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2016-04-05

PREAI

Kim, Bum-Soo; Moon, Yang-Sae; Lee, Jae-Gil

A Unifying Framework of Mining Trajectory Patterns of Various Temporal Tightness

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2015-06-01

PREAI

Lee, Jae-Gil; Han, Jiawei; Li, Xiaolei

MoveMine: Mining Moving Object Data for Discovery of Animal Movement Patterns

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2011-07-15

PREAI

Li, Zhenhui; Han, Jiawei; Ji, Ming; Tang, Lu-An; Yu, Yintao; Ding, Bolin; Lee, Jae-Gil; Kays, Roland

Mining Discriminative Patterns for Classifying Trajectories on Road Networks

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2011-05-01

OAAI

Lee, Jae-Gil; Han, Jiawei; Li, Xiaolei; Cheng, Hong

研究方向