Kamran Paynabar

BMC Medical Informatics Decis. Mak., December, 2023

Physics-based Penalization for Hyperparameter Estimation in Gaussian Process Regression.

[BibT_eX]

[DOI]

Comput. Chem. Eng., October, 2023

Image-Based Feedback Control Using Tensor Analysis.

[BibT_eX]

[DOI]

Zhen Zhong

Jianjun (Jan) Shi

Technometrics, July, 2023

A tensor-based hierarchical process monitoring approach for anomaly detection in additive manufacturing.

[BibT_eX]

[DOI]

Wei Yang

Marco Grasso

Bianca Maria Colosimo

Qual. Reliab. Eng. Int., March, 2023

Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling.

[BibT_eX]

[DOI]

Upala Junaida Islam

George Runger

Ashif Sikandar Iquebal

CoRR, 2023

A Novel Two-level Causal Inference Framework for On-road Vehicle Quality Issues Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2023

Maximum Covariance Unfolding Regression: A Novel Covariate-based Manifold Learning Approach for Point Cloud Data.

[BibT_eX]

[DOI]

Qian Wang

CoRR, 2023

2022

An Adaptive Sampling Strategy for Online Monitoring and Diagnosis of High-Dimensional Streaming Data.

[BibT_eX]

[DOI]

Ana María Estrada Gómez

Technometrics, 2022

Online detection of cyber-incidents in additive manufacturing systems via analyzing multimedia signals.

[BibT_eX]

[DOI]

Qual. Reliab. Eng. Int., 2022

Monitoring sparse and attributed networks with online Hurdle models.

[BibT_eX]

[DOI]

Shawn Mankad

IISE Trans., 2022

Sequence graph transform (SGT): a feature embedding function for sequence data mining.

[BibT_eX]

[DOI]

Chitta Ranjan

Data Min. Knowl. Discov., 2022

Robust Feature Learning for Remaining Useful Life Estimation Using Siamese Neural Networks.

[BibT_eX]

[DOI]

Gürkan Aydemir

Burak Acar

Proceedings of the 30th European Signal Processing Conference, 2022

2021

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

[BibT_eX]

[DOI]

Technometrics, 2021

Detection and Differentiation of Replay Attack and Equipment Faults in SCADA Systems.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2021

A degradation-based detection framework against covert cyberattacks on SCADA systems.

[BibT_eX]

[DOI]

IISE Trans., 2021

Multi-sensor prognostics modeling for applications with highly incomplete signals.

[BibT_eX]

[DOI]

IISE Trans., 2021

Multi-Objective Allocation of COVID-19 Testing Centers: Improving Coverage and Equity in Access.

[BibT_eX]

[DOI]

CoRR, 2021

An Online Approach to Cyberattack Detection and Localization in Smart Grid.

[BibT_eX]

[DOI]

A. P. Sakis Meliopoulos

CoRR, 2021

2020

Image-Based Prognostics Using Deep Learning Approach.

[BibT_eX]

[DOI]

Gürkan Aydemir

IEEE Trans. Ind. Informatics, 2020

Process Modeling and Prediction With Large Number of High-Dimensional Variables Using Functional Regression.

[BibT_eX]

[DOI]

Massimo Pacella

IEEE Trans Autom. Sci. Eng., 2020

Severity-based diagnosis for vehicular electric systems with multiple, interacting fault modes.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2020

AKM2D: An adaptive framework for online sensing and anomaly quantification.

[BibT_eX]

[DOI]

IISE Trans., 2020

Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing.

[BibT_eX]

[DOI]

Marco Grasso

Bianca Maria Colosimo

CoRR, 2020

Multi-Robot Coordination for Estimation and Coverage of Unknown Spatial Fields.

[BibT_eX]

[DOI]

Alessia Benevento

María Santos

Giuseppe Notarstefano

Matthieu R. Bloch

Magnus Egerstedt

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Deep Learning Based Covert Attack Identification for Industrial Control Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

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

[BibT_eX]

[DOI]

Massimo Pacella

Technometrics, 2019

Image-Based Prognostics Using Penalized Tensor Regression.

[BibT_eX]

[DOI]

Xiaolei Fang

Technometrics, 2019

Effect of Region of Interest Size on the Repeatability of Quantitative Brain Imaging Biomarkers.

[BibT_eX]

[DOI]

Kourosh Jafari-Khouzani

Fatemeh Hajighasemi

Bruce R. Rosen

IEEE Trans. Biomed. Eng., 2019

An adaptive fused sampling approach of high-accuracy data in the presence of low-accuracy data.

[BibT_eX]

[DOI]

Massimo Pacella

Bianca Maria Colosimo

IISE Trans., 2019

AKM<sup>2</sup>D : An Adaptive Framework for Online Sensing and Anomaly Quantification.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Real-Time Monitoring of High-Dimensional Functional Data Streams via Spatio-Temporal Smooth Sparse Decomposition.

[BibT_eX]

[DOI]

Technometrics, 2018

Thresholded Multivariate Principal Component Analysis for Phase I Multichannel Profile Monitoring.

[BibT_eX]

[DOI]

Yuan Wang

Yajun Mei

Technometrics, 2018

Large Multistream Data Analytics for Monitoring and Diagnostics in Manufacturing Systems.

[BibT_eX]

[DOI]

Chitta Ranjan

CoRR, 2018

Dataset: Rare Event Classification in Multivariate Time Series.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Anomaly Detection in Images With Smooth Background via Smooth-Sparse Decomposition.

[BibT_eX]

[DOI]

Technometrics, 2017

Multistream sensor fusion-based prognostics model for systems with single failure modes.

[BibT_eX]

[DOI]

Xiaolei Fang

Reliab. Eng. Syst. Saf., 2017

2016

A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis.

[BibT_eX]

[DOI]

Changliang Zou

Peihua Qiu

Technometrics, 2016

An overview and perspective on social network monitoring.

[BibT_eX]

[DOI]

CoRR, 2016

Sequence Graph Transform (SGT): A Feature Extraction Function for Sequence Data Mining.

[BibT_eX]

[DOI]

Chitta Ranjan

CoRR, 2016

2015

Informative Sensor and Feature Selection via Hierarchical Nonnegative Garrote.

[BibT_eX]

[DOI]

Judy Jin

Matthew P. Reed

Technometrics, 2015

Image-Based Process Monitoring Using Low-Rank Tensor Decomposition.

[BibT_eX]

[DOI]