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Kaibo Liu

Georgia Institute of Technology

H指数:29

被引数:3,137

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A Neural Network-Based Adaptive Sampling in Monitoring High-Dimensional Processes

基于神经网络的监控高维过程的自适应采样

IF2.5

2026-07-030

PRE

Partially-Observable Sequential Change-Point Detection for Autocorrelated Data via Adaptive Upper Confidence Region

自相关数据下基于自适应置信上界的部分可观测序列变点检测

Naval Research Logistics

IF2.1

2026-01-010

PRE

Cost-effective dynamic sampling in high dimensional online monitoring with advantage actor-critic

高维在线监测中的高效动态采样与优势演员-评论家算法

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2025-01-211

PRE

Online Monitoring of Heterogeneous Partially Observable Data Streams Based on Q-Learning

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2025-01-011

PRE

Prediction of Condition Monitoring Signals Using Scalable Pairwise Gaussian Processes and Bayesian Model Averaging

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2025-01-011

PRE

Instance Selection via Voronoi Neighbors for Binary Classification Tasks

通过Voronoi邻居进行二进制分类任务的实例选择

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-08-010

PRE

An Integrated Deep Learning-Based Data Fusion and Degradation Modeling Method for Improving Prognostics

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-04-0116

PRE

Real-time Cyber-Physical Security Solution Leveraging an Integrated Learning-Based Approach

ACM TRANSACTIONS ON SENSOR NETWORKS

IF4.7

2024-01-094

PRE

An Integrated Uncertainty Quantification Model for Longitudinal and Time-to-Event Data

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-01-011

PRE

Transfer Learning-Based Independent Component Analysis

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-01-013

OA

Self-Starting Monitoring and Dynamic Sampling of High-Dimensional Data Streams

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-01-010

PRE

Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2023-02-055

PRE

Building Local Models for Flexible Degradation Modeling and Prognostics

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-10-016

OA

Special Issue on Automation Analytics Beyond Industry 4.0: From Hybrid Strategy to Zero-Defect Manufacturing

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-07-014

OA

Individualized Degradation Modeling and Prognostics in a Heterogeneous Group via Incorporating Intrinsic Covariate Information

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-07-0111

OAAI

A Generic Online Nonparametric Monitoring and Sampling Strategy for High-Dimensional Heterogeneous Processes

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-07-0121

PRE

A Generic Indirect Deep Learning Approach for Multisensor Degradation Modeling

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2022-07-0118

PREAI

Adaptive Preventive Maintenance for Flow Shop Scheduling With Resumable Processing

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2021-01-0135

OA

Spatiotemporal Multitask Learning for 3-D Dynamic Field Modeling

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2020-04-014

OAAI

Spatiotemporal Thermal Field Modeling Using Partial Differential Equations With Time-Varying Parameters

基于时变参数偏微分方程的时空热场建模

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2020-04-0110

OAAI