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Novel soft sensor development using echo state network integrated with singular value decomposition: Application to complex chemical processes
Chemometrics and intelligent laboratory systems, 2020-05, Vol.200, p.103981, Article 103981
2020
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Enhanced virtual sample generation based on manifold features: Applications to developing soft sensor using small data
ISA transactions, 2022-07, Vol.126, p.398-406
2022
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A multi‐fault diagnosis method based on improved SMOTE for class‐imbalanced data
Canadian journal of chemical engineering, 2023-04, Vol.101 (4), p.1986-2001
2023
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Energy and Production Efficiency Optimization of an Ethylene Plant Considering Process Operation and Structure
Industrial & engineering chemistry research, 2020-01, Vol.59 (3), p.1202-1217
2020
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Improved Locality Preserving Projections Based on Heat-Kernel and Cosine Weights for Fault Classification in Complex Industrial Processes
IEEE transactions on reliability, 2023-03, Vol.72 (1), p.204-213
2023
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Novel Regularization Double Preserving Integrated with Neighborhood Locality Projections for Fault Diagnosis
IEEE transactions on industrial informatics, 2023-10, Vol.19 (10), p.1-11
2023
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A Novel Hybrid Method Integrating ICA-PCA With Relevant Vector Machine for Multivariate Process Monitoring
IEEE transactions on control systems technology, 2019-07, Vol.27 (4), p.1780-1787
2019
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A Novel Approach to Alarm Causality Analysis Using Active Dynamic Transfer Entropy
Industrial & engineering chemistry research, 2020-05, Vol.59 (18), p.8661-8673
2020
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Novel Multiblock Transfer Entropy Based Bayesian Network and Its Application to Root Cause Analysis
Industrial & engineering chemistry research, 2019-03, Vol.58 (12), p.4936-4945
2019
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Soft Sensor Development Using Improved Whale Optimization and Regularization-Based Functional Link Neural Network
Industrial & engineering chemistry research, 2020-10, Vol.59 (43), p.19361-19369
2020
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Adaptive Multi-Head Self-Attention Based Supervised VAE for Industrial Soft Sensing With Missing Data
IEEE transactions on automation science and engineering, 2024-07, Vol.21 (3), p.3564-3575
2024
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An Imbalanced Multifault Diagnosis Method Based on Bias Weights AdaBoost
IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-8
2022
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Online Distributed Process Monitoring and Alarm Analysis Using Novel Canonical Variate Analysis with Multicorrelation Blocks and Enhanced Contribution Plot
Industrial & engineering chemistry research, 2020-11, Vol.59 (45), p.20045-20057
2020
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Novel manifold learning based virtual sample generation for optimizing soft sensor with small data
ISA transactions, 2021-03, Vol.109, p.229-241
2021
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Quality Regularization-Based Semisupervised Adversarial Transfer Model With Unlabeled Data for Industrial Soft Sensing
IEEE transactions on industrial informatics, 2024-02, Vol.20 (2), p.1190-1197
2024
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Novel Virtual Sample Generation Based on Locally Linear Embedding for Optimizing the Small Sample Problem: Case of Soft Sensor Applications
Industrial & engineering chemistry research, 2020-10, Vol.59 (40), p.17977-17986
2020
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Liposomes with Silk Fibroin Hydrogel Core to Stabilize bFGF and Promote the Wound Healing of Mice with Deep Second‐Degree Scald
Advanced healthcare materials, 2017-10, Vol.6 (19), p.n/a
2017
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Glioma‐Targeted Delivery of a Theranostic Liposome Integrated with Quantum Dots, Superparamagnetic Iron Oxide, and Cilengitide for Dual‐Imaging Guiding Cancer Surgery
Advanced healthcare materials, 2018-05, Vol.7 (9), p.e1701130-n/a
2018
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Farthest-Nearest Distance Neighborhood and Locality Projections Integrated With Bootstrap for Industrial Process Fault Diagnosis
IEEE transactions on industrial informatics, 2023-05, Vol.19 (5), p.6284-6294
2023
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Pattern Mining of Alarm Flood Sequences Using an Improved PrefixSpan Algorithm with Tolerance to Short-Term Order Ambiguity
Industrial & engineering chemistry research, 2021-03, Vol.60 (11), p.4375-4384
2021
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Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples
Engineering applications of artificial intelligence, 2020-05, Vol.91, p.103631, Article 103631
2020
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Novel Stacked Input-Enhanced Supervised Autoencoder Integrated With Gated Recurrent Unit for Soft Sensing
IEEE transactions on instrumentation and measurement, 2022, Vol.71, p.1-9
2022
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Physiological and biochemical responses to drought stress in cultivated and Tibetan wild barley
Plant growth regulation, 2015-03, Vol.75 (2), p.567-574
2015
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Improved Multi-Distance ARMF Integrated With LTSA Based Pattern Matching Method and Its Application in Fault Diagnosis
IEEE transactions on automation science and engineering, 2024-07, Vol.21 (3), p.3461-3471
2024
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Dealing with small sample size problems in process industry using virtual sample generation: a Kriging-based approach
Soft computing (Berlin, Germany), 2020-05, Vol.24 (9), p.6889-6902
2020
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