Xinwei Deng
Orcid: 0000-0002-1560-2405
According to our database1,
Xinwei Deng
authored at least 57 papers
between 2007 and 2023.
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Bibliography
2023
An Indoor Fire Detection Method Based on Multi-Sensor Fusion and a Lightweight Convolutional Neural Network.
Sensors, December, 2023
A UCB-Based Tree Search Approach to Joint Verification-Correction Strategy for Large-Scale Systems.
IEEE Trans. Syst. Man Cybern. Syst., September, 2023
Indicator-based Bayesian variable selection for Gaussian process models in computer experiments.
Comput. Stat. Data Anal., September, 2023
Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in discrete dynamical System Models.
Adv. Complex Syst., May, 2023
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing.
Technometrics, April, 2023
Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective.
J. Intell. Manuf., February, 2023
Technometrics, January, 2023
Deep Neural Network Identification of Limnonectes Species and New Class Detection Using Image Data.
CoRR, 2023
Proceedings of the Winter Simulation Conference, 2023
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
2022
A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2022
Reliab. Eng. Syst. Saf., 2022
J. Multivar. Anal., 2022
Boosting Sensitivity of Large-scale Online Experimentation via Dropout Buyer Imputation.
CoRR, 2022
A Bayesian Uncertainty Quantification Approach for Agent-Based Modeling of Networked Anagram Games.
Proceedings of the Winter Simulation Conference, 2022
Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games.
Proceedings of the Complex Networks and Their Applications XI, 2022
2021
Constrained Varying-Coefficient Model for Time-Course Experiments in Soft Tissue Fabrication.
Technometrics, 2021
Adaptive Convex Clustering of Generalized Linear Models With Application in Purchase Likelihood Prediction.
Technometrics, 2021
EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors.
SIAM/ASA J. Uncertain. Quantification, 2021
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing.
J. Comput. Inf. Sci. Eng., 2021
IISE Trans., 2021
CoRR, 2021
CoRR, 2021
Sequential Design of Computer Experiments with Quantitative and Qualitative Factors in Applications to HPC Performance Optimization.
CoRR, 2021
An Uncertainty Quantification Approach For Agent-Based Modeling Of Human Behavior In Networked Anagram Games.
Proceedings of the Winter Simulation Conference, 2021
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021
Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
2020
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review.
WIREs Data Mining Knowl. Discov., 2020
Technometrics, 2020
Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework.
Soc. Netw. Anal. Min., 2020
Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing.
IISE Trans., 2020
Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments.
CoRR, 2020
2019
A parallel implementation of the ensemble Kalman filter based on modified Cholesky decomposition.
J. Comput. Sci., 2019
Proceedings of the 2019 Winter Simulation Conference, 2019
Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process.
IEEE Trans Autom. Sci. Eng., 2018
An Ensemble Kalman Filter Implementation Based on Modified Cholesky Decomposition for Inverse Covariance Matrix Estimation.
SIAM J. Sci. Comput., 2018
Stat. Anal. Data Min., 2018
Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis.
Comput. Methods Programs Biomed., 2018
Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments.
Proceedings of the 2018 Winter Simulation Conference, 2018
Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Additive Gaussian Process for Computer Models With Qualitative and Quantitative Factors.
Technometrics, 2017
2016
Technometrics, 2016
IEEE Trans Autom. Sci. Eng., 2016
Sparse Estimation of Multivariate Poisson Log-Normal Model and Inverse Covariance for Count Data.
CoRR, 2016
2015
QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems.
Technometrics, 2015
A parallel ensemble Kalman filter implementation based on modified Cholesky decomposition.
Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2015
2013
Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
2012
2009
Contributions to statistical learning and statistical quantification in nanomaterials.
PhD thesis, 2009
2007
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
Performance Analysis of Transmit and Receive Antenna Selection with Space-Time Coding.
Proceedings of the Global Communications Conference, 2007