Hongjie Ma
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View article: Energy Management Strategy for Hybrid Electric Vehicles Based on Experience-Pool-Optimized Deep Reinforcement Learning
Energy Management Strategy for Hybrid Electric Vehicles Based on Experience-Pool-Optimized Deep Reinforcement Learning Open
The energy management strategy of Hybrid Electric Vehicles (HEVs) plays a key role in improving fuel economy and reducing battery energy consumption. This paper proposes a Deep Reinforcement Learning-based energy management strategy optimi…
View article: Quantifying optimal inner limiting membrane peeling in macular hole surgery: a machine learning framework for predictive modeling and schematic visualization
Quantifying optimal inner limiting membrane peeling in macular hole surgery: a machine learning framework for predictive modeling and schematic visualization Open
View article: Out-of-Sample Hydrocarbon Production Forecasting: Time Series Machine Learning using Productivity Index-Driven Features and Inductive Conformal Prediction
Out-of-Sample Hydrocarbon Production Forecasting: Time Series Machine Learning using Productivity Index-Driven Features and Inductive Conformal Prediction Open
This research introduces a new ML framework designed to enhance the robustness of out-of-sample hydrocarbon production forecasting, specifically addressing multivariate time series analysis. The proposed methodology integrates Productivity…
View article: A Review of Recent Advances in Unidirectional Ultrasonic Guided Wave Techniques for Nondestructive Testing and Evaluation
A Review of Recent Advances in Unidirectional Ultrasonic Guided Wave Techniques for Nondestructive Testing and Evaluation Open
Unidirectional ultrasonic guided waves (UGWs) play a crucial role in the nondestructive testing and evaluation (NDT&E) domains, offering unique advantages in detecting material defects, evaluating structural integrity, and improving the ac…
View article: Aerosol Inhalation of Human IFN-α1b for the Treatment of Respiratory Syncytial Virus Infection is Effective and Safe in Cynomolgus Monkeys
Aerosol Inhalation of Human IFN-α1b for the Treatment of Respiratory Syncytial Virus Infection is Effective and Safe in Cynomolgus Monkeys Open
View article: Generation of a gene-corrected isogenic iPSC cell line from an X-linked retinoschisis patient with a hemizygous mutation c.304C > T (p.R102W) in RS1 gene
Generation of a gene-corrected isogenic iPSC cell line from an X-linked retinoschisis patient with a hemizygous mutation c.304C > T (p.R102W) in RS1 gene Open
X-linked retinoschisis (XLRS) is one of the most common retinal genetic diseases with progressive visual impairment in childhood affecting males. It is manifested with macular and/or peripheral schisis in neural retinas with no effective t…
View article: The Pursuit of Individual Value and Free Expression: A Comparative Study of the Eastern and Western Renaissance and Its Impact on Modern Society
The Pursuit of Individual Value and Free Expression: A Comparative Study of the Eastern and Western Renaissance and Its Impact on Modern Society Open
This paper aims to explore the connection between the Renaissance in Europe from the 14th to the 17th centuries and the cultural Renaissance in China from the Song to the Ming dynasties. In particular, it focuses on the research background…
View article: Corneal biomechanics after small incision lenticule extraction and femtosecond laser in situ keratomileusis: A systematic review and meta-analysis
Corneal biomechanics after small incision lenticule extraction and femtosecond laser in situ keratomileusis: A systematic review and meta-analysis Open
Background: Small incision lenticule extraction (SMILE) and femtosecond laser in situ keratomileusis (FS-LASIK) have been extensively studied as the main surgical methods for corneal refractive surgery. However, there is no consensus on wh…
View article: The Performance Analysis of Facial Expression Recognition System Using Local Regions and Features
The Performance Analysis of Facial Expression Recognition System Using Local Regions and Features Open
Different parts of our face contribute to overall facial expressions, such as anger, happiness and sadness in distinct ways. This paper investigates the degree of importance of different human face parts to the accuracy of Facial Expressio…
View article: Leech extract inhibits VEGF expression in WERI-RB-1 cells possibly via VEGF/PI3K/AKT signal pathway
Leech extract inhibits VEGF expression in WERI-RB-1 cells possibly via VEGF/PI3K/AKT signal pathway Open
AIM: To study the effect of leech extract on the expression of vascular endothelial growth factor(VEGF)in retinoblastoma(WERI-RB-1 cells)and the related molecular mechanism.METHODS: WERI-RB-1 cells cultured in vitro were divided into contr…
View article: Building a Three-Level User Experience (UX) Measurement Framework for Mobile Banking Applications in a Chinese Context: An Analytic Hierarchy Process (AHP) Analysis
Building a Three-Level User Experience (UX) Measurement Framework for Mobile Banking Applications in a Chinese Context: An Analytic Hierarchy Process (AHP) Analysis Open
User experience (UX) has drawn the attention of the banking industry in the past few decades. Although banking systems have a complete service process to ensure financial safety for customers, the mobile banking UX has much potential to be…
View article: Multi-Scale Feature Fusion Convolutional Neural Network for Indoor Small Target Detection
Multi-Scale Feature Fusion Convolutional Neural Network for Indoor Small Target Detection Open
The development of object detection technology makes it possible for robots to interact with people and the environment, but the changeable application scenarios make the detection accuracy of small and medium objects in the practical appl…
View article: User Experience Measurement Ahp Framework of Mobile Banking Applications (Uxmf) in a Chinese Context: Its Development Process and Application
User Experience Measurement Ahp Framework of Mobile Banking Applications (Uxmf) in a Chinese Context: Its Development Process and Application Open
View article: Table of Contents
Table of Contents Open
Modelling and
View article: Real-Time Performance-Focused Localization Techniques for Autonomous Vehicle: A Review
Real-Time Performance-Focused Localization Techniques for Autonomous Vehicle: A Review Open
Real-time, accurate, and robust localisation is critical for autonomous vehicles (AVs) to achieve safe, efficient driving, whilst real-time performance is essential for AVs to achieve their current position in time for decision making. To …
View article: Dysbiosis and Implication of the Gut Microbiota in Diabetic Retinopathy
Dysbiosis and Implication of the Gut Microbiota in Diabetic Retinopathy Open
The pathogenesis of type 2 diabetes mellitus (T2DM) is commonly associated with altered gut bacteria. However, whether the microbial dysbiosis that exists in human diabetic patients with or without retinopathy is different remains largely …
View article: STI-GAN: Multimodal Pedestrian Trajectory Prediction Using Spatiotemporal Interactions and a Generative Adversarial Network
STI-GAN: Multimodal Pedestrian Trajectory Prediction Using Spatiotemporal Interactions and a Generative Adversarial Network Open
Predicting the future trajectories of multiple pedestrians in certain scenes has become a key task for ensuring that autonomous vehicles, socially interactive robots and other autonomous mobile platforms can navigate safely. The social int…
View article: Effects of PODE/diesel blends on particulate matter emission and particle oxidation characteristics of a common-rail diesel engine
Effects of PODE/diesel blends on particulate matter emission and particle oxidation characteristics of a common-rail diesel engine Open
View article: The inhibitory effect of leech extract on human retinoblastoma cells
The inhibitory effect of leech extract on human retinoblastoma cells Open
AIM: To evaluate the effect of leech extract on human retinoblastoma WERI-RB-1 cells. METHODS: WERI-RB-1 cells with different concentrations of leech extracts(0.02, 0.04, 0.08 and 0.16U/mL)were cultured in vitro for 0, 24, 48 and 72h. The …
View article: Effects of iron-based fuel borne catalyst addition on microstructure, element composition and oxidation activity of diesel exhaust particles
Effects of iron-based fuel borne catalyst addition on microstructure, element composition and oxidation activity of diesel exhaust particles Open
View article: Effects of Region Features on the Accuracy of Cross-database Facial Expression Recognition
Effects of Region Features on the Accuracy of Cross-database Facial Expression Recognition Open
Facial expression recognition (FER) in the context of machine learning refers to a solution whereby a computer vision system can be trained and used to automatically detect the emotion of a person from a presented facial image.FER presents…
View article: Expression and clinical value of lncRNA MALAT1 and lncRNA ANRIL in glaucoma patients
Expression and clinical value of lncRNA MALAT1 and lncRNA ANRIL in glaucoma patients Open
Expression and clinical value of long non-coding RNA (lncRNA) MALAT1 and lncRNA ANRIL in glaucoma patients were investigated. Altogether 86 glaucoma patients who were diagnosed (study group) and 86 people who underwent physical examination…
View article: Air tamponade in retinal detachment surgery followed by ultra-widefield fundus imaging system
Air tamponade in retinal detachment surgery followed by ultra-widefield fundus imaging system Open
PPV with air tamponade is an effective management for fresh RRD with superior retinal breaks. The ultra-widefield fundus imaging can detect postoperative retinal breaks in air-filled eyes. It would be a useful facility for follow-up after …
View article: Generation of an iPS cell line via a non-integrative method using urine-derived cells from a patient with USH2A-associated retinitis pigmentosa
Generation of an iPS cell line via a non-integrative method using urine-derived cells from a patient with USH2A-associated retinitis pigmentosa Open
We have established an induced pluripotent stem (iPS) cell line using urine-derived cells from a 27-year-old male patient with retinitis pigmentosa associated with point mutations in the USH2A gene. Feeder-free culture conditions and the i…
View article: Dynamic performance analysis of solar organic Rankine cycle with thermal energy storage
Dynamic performance analysis of solar organic Rankine cycle with thermal energy storage Open
View article: Typical solar radiation year construction using k-means clustering and discrete-time Markov chain
Typical solar radiation year construction using k-means clustering and discrete-time Markov chain Open
View article: Clinical application of OCTA in observation of macular blood flow density in patients with diabetic retinopathy
Clinical application of OCTA in observation of macular blood flow density in patients with diabetic retinopathy Open
AIM: Using optical coherence tomography angiography(OCTA)to observe the changes and clinical significance of macular blood flow density in patients with diabetic retinopathy(DR). METHODS: Totally 47 eyes(28 patients)with diabetic retinopat…
View article: Radar Image-Based Positioning for USV Under GPS Denial Environment
Radar Image-Based Positioning for USV Under GPS Denial Environment Open
Unmanned surface vehicle (USV) is an important application of unmanned systems, and these USVs provide safe and secure operation in hostile environments. But these USVs are highly reliant on their positioning system, such as global positio…
View article: Reduced Macular Vascular Density in Myopic Eyes
Reduced Macular Vascular Density in Myopic Eyes Open
Our results suggested that with the increase of myopia, the vascular density decreased in macular region, but not in optic disc region.
View article: Associated factors for visibility and width of retrobulbar subarachnoid space on swept-source optical coherence tomography in high myopia
Associated factors for visibility and width of retrobulbar subarachnoid space on swept-source optical coherence tomography in high myopia Open