Xinyu Zhao | Hao Yan

Hierarchical Multilabel Classification for Fine-Level Event Extraction from Aviation Accident Reports

Wed, 01 Jan 2025 00:00:00 +0000

Partially observable Markov decision process framework for operating condition optimization using real-time degradation signals

Wed, 01 Jan 2025 00:00:00 +0000

Xinyu Zhao

Wed, 01 Jan 2025 00:00:00 +0000

Research Interest

Develop machine learninng models and efficient real-time large-scale optimization algorithms for high-dimensional data (i.e., Images, profiles, signals) in different industrial systems and spatio-temporal systems for anomaly detection and system modeling

Optimizing Multiple Condition Policy Based on Real-time Degradation Signals via Model-based Reinforcement Learning

Mon, 01 Jan 2024 00:00:00 +0000

Sparse decomposition methods for spatio-temporal anomaly detection

Mon, 01 Jan 2024 00:00:00 +0000

Adaptive partially observed sequential change detection and isolation

Sat, 01 Jan 2022 00:00:00 +0000

Bayesian spatio-temporal graph transformer network (b-star) for multi-aircraft trajectory prediction

Sat, 01 Jan 2022 00:00:00 +0000

Deep spatio-temporal sparse decomposition for trend prediction and anomaly detection in cardiac electrical conduction

Sat, 01 Jan 2022 00:00:00 +0000

Event Extraction for aviation accident reports through attention-based multi-label classification

Sat, 01 Jan 2022 00:00:00 +0000

Data-driven trajectory prediction with weather uncertainties: A Bayesian deep learning approach

Fri, 01 Jan 2021 00:00:00 +0000

Hierarchical Tree-Based Sequential Event Prediction with Application in the Aviation Accident Report

Fri, 01 Jan 2021 00:00:00 +0000

Simultaneous material microstructure classification and discovery via hidden Markov modeling of acoustic emission signals

Wed, 01 Jan 2020 00:00:00 +0000

Spatio-Temporal Anomaly Detection, Diagnostics, and Prediction of the Air-Traffic Trajectory Deviation Using the Convective Weather

Sun, 01 Sep 2019 00:00:00 +0000

Physics-Based Deep Spatio-Temporal Metamodeling for Cardiac Electrical Conduction Simulation

Thu, 01 Aug 2019 00:00:00 +0000

Semi-supervised constrained hidden Markov model using multiple sensors for remaining useful life prediction and optimal predictive maintenance— For remaining useful life prediction and optimal predictive maintenance

Tue, 01 Jan 2019 00:00:00 +0000