Article-Journal | Hao Yan

Bayesian Entropy Neural Networks for physics-aware prediction

Thu, 01 Jan 2026 00:00:00 +0000

Bayesian Optimization for Reactor Design Optimization

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

Diffusion-Based Surrogate Modeling and Multi-Fidelity Calibration

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

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

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

Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling

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

MOOSE ProbML: Parallelized probabilistic machine learning and uncertainty quantification for computational energy applications

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

Oral-anatomical knowledge-informed semi-supervised learning for 3D dental CBCT segmentation and lesion detection

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

Personalized tucker decomposition: Modeling commonality and peculiarity on tensor data

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

Image-based novel fault detection with deep learning classifiers using hierarchical labels

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

Leveraging pretrained transformers for efficient segmentation and lesion detection in cone-beam computed tomography scans

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

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

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

Power generation forecasting for solar plants based on Dynamic Bayesian networks by fusing multi-source information

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

Thompson sampling-based partially observable online change detection for exponential families

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

Uncertainty-based active learning by bayesian U-Net for multi-label cone-beam CT segmentation

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

A Bayesian partially observable online change detection approach with Thompson sampling

Sun, 01 Jan 2023 00:00:00 +0000

Adaptive resources allocation CUSUM for binomial count data monitoring with application to COVID-19 hotspot detection

Sun, 01 Jan 2023 00:00:00 +0000

ANTLER: Bayesian nonlinear tensor learning and modeler for unstructured, varying-size point cloud data

Sun, 01 Jan 2023 00:00:00 +0000

ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data

Sun, 01 Jan 2023 00:00:00 +0000

Posterior Regularized Bayesian Neural Network incorporating soft and hard knowledge constraints

Sun, 01 Jan 2023 00:00:00 +0000

Individualized Passenger Travel Pattern Multi-Clustering Based on Graph Regularized Tensor Latent Dirichlet Allocation

Fri, 01 Jul 2022 00:00:00 +0000

A tensor voting-based surface anomaly classification approach by using 3D point cloud data

Sat, 01 Jan 2022 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

Convolutional neural network-assisted adaptive sampling for sparse feature detection in image and video data

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

Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent Dirichlet allocation

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

Multi-task learning with latent variation decomposition for multivariate responses in a manufacturing network

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

Profile decomposition based hybrid transfer learning for cold-start data anomaly detection

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

Rapid detection of hot-spots via tensor decomposition with applications to crime rate data

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

Artificial Intelligence for the Computer-Aided Detection of Periapical Lesions in Cone-Beam Computed Tomographic Images

Tue, 12 Oct 2021 05:30:10 +0000

Adaptive Change Point Monitoring for High-Dimensional Data

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

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

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

Deep Multistage Multi-Task Learning for Quality Prediction and Diagnostics of Multistage Manufacturing Systems

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

Image Decomposition-Based Sparse Extreme Pixel-Level Feature Detection Model with Application to Medical Images

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

Real-Time Detection of Clustered Events in Video-Imaging Data with Applications to Additive Manufacturing

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

Toward a Better Monitoring Statistic for Profile Monitoring via Variational Autoencoders

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

AKM2D: An Adaptive Framework for Online Sensing and Anomaly Quantification

Tue, 01 Sep 2020 00:00:00 +0000

Artificial Intelligence for the Computer-aided Detection of Periapical Lesions in Cone-beam Computed Tomographic Images

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

Multi-Sensor Prognostics Modeling for Applications with Highly Incomplete Signals

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

A multiport power conversion system for the more electric aircraft

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

Anatomically-Constrained Deep Learning for Automating Dental CBCT Segmentation and Lesion Detection

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

Comments on— On Active Learning Methods for Manifold Data

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

Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning

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

Long-short term spatiotemporal tensor prediction for passenger flow profile

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

Multiple Tensor-on-Tensor Regression: An Approach for Modeling Processes With Heterogeneous Sources of Data

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

Performance Evaluation of Production Systems Using Real-Time Machine Degradation 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

Structured Point Cloud Data Analysis Via Regularized Tensor Regression for Process Modeling and Optimization

Mon, 01 Jul 2019 00:00:00 +0000

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Multiple profiles sensor-based monitoring and anomaly detection

Mon, 01 Jan 2018 00:00:00 +0000

Real-time monitoring of high-dimensional functional data streams via spatio-temporal smooth sparse decomposition

Mon, 01 Jan 2018 00:00:00 +0000

Weakly correlated profile monitoring based on sparse multi-channel functional principal component analysis

Mon, 01 Jan 2018 00:00:00 +0000

A wavelet-based penalized mixed-effects decomposition for multichannel profile detection of in-line Raman spectroscopy

Sun, 01 Jan 2017 00:00:00 +0000

Anomaly detection in images with smooth background via smooth-sparse decomposition

Sun, 01 Jan 2017 00:00:00 +0000

Generalized Wavelet Shrinkage of Inline Raman Spectroscopy for Quality Monitoring of Continuous Manufacturing of Carbon Nanotube Buckypaper

Sun, 01 Jan 2017 00:00:00 +0000

Fast wavenumber measurement for accurate and automatic location and quantification of defect in composite

Fri, 01 Jan 2016 00:00:00 +0000

Multiple Sensor Data Fusion for Degradation Modeling and Prognostics Under Multiple Operational Conditions

Fri, 01 Jan 2016 00:00:00 +0000

Guided wavefield reconstruction from sparse measurements using compressed sensing

Thu, 01 Jan 2015 00:00:00 +0000

Image-based process monitoring using low-rank tensor decomposition

Wed, 01 Jan 2014 00:00:00 +0000