Bin Liu
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View article: Genistein Reduces the Risk of Diabetes in Long-Term Hospitalized Schizophrenic Patients
Genistein Reduces the Risk of Diabetes in Long-Term Hospitalized Schizophrenic Patients Open
To identify clinical risk factors for diabetes mellitus (DM) in long-stay schizophrenia (LS-SCZ) patients, explore shared molecular mechanisms of schizophrenia and DM, and validate targeted interventions. Clinical data of LS-SCZ patients w…
View article: ANN assisted optimization of phosgene free hexamethylene diisocyanate production for economic and environmental benefits
ANN assisted optimization of phosgene free hexamethylene diisocyanate production for economic and environmental benefits Open
The production of hexamethylene-1,6-diisocyanate (HDI) via carbamate cracking avoids the use of phosgene; however, the environmental impact of this non-phosgene synthesis route has not been thoroughly studied. Conventional process simulati…
View article: Image encoding-based bearing fault diagnosis: Review and challenges for high-speed trains
Image encoding-based bearing fault diagnosis: Review and challenges for high-speed trains Open
High-Speed Trains (HSTs) have emerged as a mainstream mode of transportation in China, owing to their exceptional safety and efficiency. Ensuring the reliable operation of HSTs is of paramount economic and societal importance. As critical …
View article: Class-Imbalanced Machinery Fault Diagnosis Using Heterogeneous Data Fusion Support Tensor Machine
Class-Imbalanced Machinery Fault Diagnosis Using Heterogeneous Data Fusion Support Tensor Machine Open
The monitoring signals of bearings from single-source sensor often contain limited information for characterizing various working condition, which may lead to instability and uncertainty of the class-imbalanced intelligent fault diagnosis.…
View article: ELEMENT: Episodic and Lifelong Exploration via Maximum Entropy
ELEMENT: Episodic and Lifelong Exploration via Maximum Entropy Open
This paper proposes \emph{Episodic and Lifelong Exploration via Maximum ENTropy} (ELEMENT), a novel, multiscale, intrinsically motivated reinforcement learning (RL) framework that is able to explore environments without using any extrinsic…
View article: Safety Control Technology and Monitoring Analysis for Shield-Tunnel-Stacked Underpass High-Speed Rail Bridge Excavation
Safety Control Technology and Monitoring Analysis for Shield-Tunnel-Stacked Underpass High-Speed Rail Bridge Excavation Open
In order to ensure the safety of the Beijing–Shanghai high-speed railway during the construction and operation of the shield tunnel on Line R1 of the Jinan Metro, a numerical simulation of geological disturbance during the underpass of the…
View article: Visual Object Tracking VOT2015 Challenge Results
Visual Object Tracking VOT2015 Challenge Results Open
The Visual Object Tracking challenge 2014, VOT2014, aims at comparing short-term single-object visual trackers that do not ap-ply pre-learned models of object appearance. Results of 38 trackers are 2 Authors Suppressed Due to Excessive Len…
View article: Online reinforcement learning for condition-based group maintenance using factored Markov decision processes
Online reinforcement learning for condition-based group maintenance using factored Markov decision processes Open
We investigate a condition-based group maintenance problem for multi-component systems, where the degradation process of a specific component is affected only by its neighbouring ones, leading to a special type of stochastic dependence amo…
View article: A New Framework of the EAP System in Semiconductor Manufacturing Internet of Things
A New Framework of the EAP System in Semiconductor Manufacturing Internet of Things Open
In modern semiconductor manufacturing, the computer-integrated manufacturing system plays an essential role in automation with plenty of software systems. Among them, the equipment automation program (EAP) is one of the fundamental systems…
View article: The Effect of Industrial Agglomeration on Agricultural Green Production Efficiency: Evidence from China
The Effect of Industrial Agglomeration on Agricultural Green Production Efficiency: Evidence from China Open
Understanding how industrial agglomeration affects agricultural green production efficiency is essential for green agricultural development. This study uses the super-efficient Epsilon-Based Measure (EBM) model and Global Malmquist–Luenber…
View article: Warranty service contracts design for deteriorating products with maintenance duration commitments
Warranty service contracts design for deteriorating products with maintenance duration commitments Open
With the increasing diversification of customers' demand and purchasing behaviors, more and more manufacturers have focused their attention on the warranty service contracts design. The maintenance duration of the sold product, which plays…
View article: Robust sequential online prediction with dynamic ensemble of multiple models: A review
Robust sequential online prediction with dynamic ensemble of multiple models: A review Open
The use of time series for sequential online prediction (SOP) has long been a research topic, but achieving robust and computationally efficient SOP with non-stationary time series remains a challenge. This paper reviews a framework, calle…
View article: Artificial Intelligence Assisted Intelligent Adjustment Method for Urban Rail Transit Train Operation
Artificial Intelligence Assisted Intelligent Adjustment Method for Urban Rail Transit Train Operation Open
The operation of intercity rail transit has greatly relieved the pressure of urban traffic. In order to improve the operation quality and passenger carrying capacity, the scheduling strategy of urban rail needs to be timely adjusted accord…
View article: Dual-Arm Cluster Tool Scheduling for Reentrant Wafer Flows
Dual-Arm Cluster Tool Scheduling for Reentrant Wafer Flows Open
Cluster tools are the key equipment in semiconductor manufacturing systems. They have been widely adopted for many wafer fabrication processes, such as chemical and physical vapor deposition processes. Reentrant wafer flows are commonly se…
View article: Remaining lifetime of degrading systems continuously monitored by degrading sensors
Remaining lifetime of degrading systems continuously monitored by degrading sensors Open
We consider degrading engineering systems monitored by degrading sensors. Since accurate information is crucial for predicting system health condition and the subsequent decision-making, considering the effect of sensor degradation is high…
View article: Joint optimization of production lot-sizing and condition-based maintenance in an imperfect production process with dependent indicators
Joint optimization of production lot-sizing and condition-based maintenance in an imperfect production process with dependent indicators Open
Formulae display:?Mathematical formulae have been encoded as MathML and are displayed in this HTML version using MathJax in order to improve their display. Uncheck the box to turn MathJax off. This feature requires Javascript. Click on a f…
View article: Baseline correction for FAST radio recombination lines: a modified penalized least squares smoothing technique
Baseline correction for FAST radio recombination lines: a modified penalized least squares smoothing technique Open
A pilot project has been proceeded to map 1 deg$^2$ on the Galactic plane for radio recombination lines (RRLs) using the Five hundred meter Aperture Spherical Telescope (FAST). The motivation is to verify the techniques and reliabilities f…
View article: Committee V.7: Structural Longevity
Committee V.7: Structural Longevity Open
Committee Mandate Concern for the structural longevity of ship, offshore and other marine structures. This shall include diagnosis and prognosis of structural health, prevention of structural failures such as corrosion and fatigue, and str…
View article: Reliability evaluation of repairable systems considering component heterogeneity using frailty model
Reliability evaluation of repairable systems considering component heterogeneity using frailty model Open
The failure processes of heterogeneous repairable systems with minimal repair assumption can be modelled by nonhomogeneous Poisson processes. One approach to describe an unobserved heterogeneity between systems is to multiply the intensity…
View article: Intelligent decision-making method of TBM operating parameters based on multiple constraints and objective optimization
Intelligent decision-making method of TBM operating parameters based on multiple constraints and objective optimization Open
The decision-making of TBM operating parameters has an important guiding significance for TBM safe and efficient construction, and it has been one of the research hotpots in the field of TBM tunneling. For this purpose, this paper introduc…
View article: Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models
Adversarial Ensemble Training by Jointly Learning Label Dependencies and Member Models Open
Training an ensemble of diverse sub-models has been empirically demonstrated as an effective strategy for improving the adversarial robustness of deep neural networks. However, current ensemble training methods for image recognition typica…
View article: Discussion of signature‐based models of preventive maintenance
Discussion of signature‐based models of preventive maintenance Open
We congratulate Asadi, Hashemi, and Balakrishnan for a comprehensive review of age-based maintenance strategies and a thorough study of the statistic “signature” for age-based maintenance of multi-component coherent systems. Among many con…