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Article
Open AccessDeep learning-driven hybrid model for short-term load forecasting and smart grid information management
Accurate power load forecasting is crucial for the sustainable operation of smart grids. However, the complexity and uncertainty of load, along with the large-scale and high-dimensional energy information, pre...
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Article
Comparative analysis of the TabNet algorithm and traditional machine learning algorithms for landslide susceptibility assessment in the Wanzhou Region of China
Landslides, widespread and highly dangerous geological disasters, pose significant risks to humankind and the ecological environment. Consequently, predicting landslides is vital for disaster prevention and mi...
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Article
Open AccessJoint dual-teacher distillation and unsupervised fusion for unpaired real-world image dehazing
Existing learning-based dehazing algorithms struggle to deal with real world hazy images for lack of paired clean data. Moreover, most dehazing methods require significant computation and memory. To address th...
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Article
Open AccessModulating DNA damage response in uveal melanoma through embryonic stem cell microenvironment
Uveal melanoma (UVM) is the most common primary intraocular tumor in adults, with a median survival of 4–5 months following metastasis. DNA damage response (DDR) upregulation in UVM, which could be linked to i...
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Article
Synergizing multiple machine learning techniques and remote sensing for advanced landslide susceptibility assessment: a case study in the Three Gorges Reservoir Area
This study conducts an in-depth exploration of the efficacy of deep learning and ensemble learning techniques for slope-unit-based landslide susceptibility prediction within the context of the Three Gorges Res...
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Article
Open AccessAmino acid profile alteration in age-related atrial fibrillation
Amino acids (AAs) are one of the primary metabolic substrates for cardiac work. The correlation between AAs and both atrial fibrillation (AF) and aging has been documented. However, the relationship between AA...
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Article
Open AccessRethinking Zero-DCE for Low-Light Image Enhancement
Zero-Reference Deep Curve Estimation (Zero-DCE) is currently one of the most popular low-light image enhancement methods. Through extensive experimentation, we observe that: (i) the excellent performance of Ze...
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Article
Establishment of a targeted analysis method for gangliosides in mouse tissues by HILIC-ESI–MS/MS
Gangliosides play an imperative role in cell signaling, neuronal recovery, apoptosis, and other physiological processes. For example, GM3 can regulate hypothalamic leptin resistance and control energy homeostasis...
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Chapter and Conference Paper
Boosting Object Detection in Foggy Scenes via Dark Channel Map and Union Training Strategy
Most existing object detection methods in real-world hazy scenarios fail to handle the heterogeneous haze and treat clear images and hazy images as adversarial while ignoring the latent information beneficial ...
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Chapter and Conference Paper
Mechanical Properties of a Tapered Composite Structure in a Movable Aircraft Wing
Tapered laminate structures with ply drop-off are used extensively in aeronautic and astronautic applications. However, ply drop-off involves inherent structural discontinuities that create stress concentratio...
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Chapter and Conference Paper
PVT-Crowd: Bridging Multi-scale Features from Pyramid Vision Transformer for Weakly-Supervised Crowd Counting
Weakly-supervised crowd counting does not require location-level annotations, but only relies on count-level annotations to achieve the task of crowd counting for images, which is becoming a new research hotsp...
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Article
Efficient Construction of a Polyaniline-coated DNA Nanoparticle for Photothermal Therapy
Photothermal therapy is a direct and non-invasive therapeutic strategy. Herein, we report a general strategy for the construction of polyaniline-coated DNA nanoparticles for efficient photothermal therapy. In o.....
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Article
First identification and molecular subty** of Blastocystis in free-living wild birds from urban **nxiang, China
Blastocystis is a common enteric protist infecting humans, domestic animals, and wildlife worldwide. However, data on the prevalence and subtype diversity of Blastocystis in free-living wild birds in urban distri...
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Article
Estimate of soil heavy metal in a mining region using PCC-SVM-RFECV-AdaBoost combined with reflectance spectroscopy
Soil contamination with heavy metals is a relatively serious issue in China. Traditional soil heavy metal survey methods cannot meet the demand for rapid and real-time large-scale area soil heavy metal surveys...
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Article
Enhancing the aromatic selectivity of cyclohexane aromatization by CO2 coupling
Improving the aromatic selectivity in the alkane aromatization process is of great importance for its practical utilization but challenge to make because the high H/C ratio of alkanes would lead to a serious h...
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Article
Open AccessExploring immune related gene signatures and mechanisms linking non alcoholic fatty liver disease to atrial fibrillation through transcriptome data analysis
Atrial fibrillation (AF) and related cardiovascular complications pose a heavy burden to patients and society. Mounting evidence suggests a close association between nonalcoholic fatty liver disease (NAFLD) an...
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Article
MSGAN: multi-stage generative adversarial network-based data recovery in cyber-attacks
In an industrial control system, a programmable logic controller (PLC) plays a vital role in maintaining the stable operation of the system. Cyber-attacks can affect the regular operation by tampering with the...
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Article
The occurrence and abundance of antibiotic resistance genes in rivers of tropical islands: a case of Hainan Island, China
In this study, the occurrence and distribution of 49 antibiotic resistance genes (ARGs) and two integrase genes (intl1, intl2) in three major rivers of Hainan Island, China, were investigated in July 2021, and to...
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Article
Guided Filter-Based Fuzzy Clustering for General Data Analysis
In recent years, benefiting from the abilities in implementation of the smooth operation on noises and preservation of the original gradient information on the texture edges, the guided filter (GF)-based fuzzy...
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Article
Transfer learning-based self-learning intrusion detection system for in-vehicle networks
Controller area networks (CANs) are the de-facto standard for in-vehicle networks and enable real-time data communication between the electronic control units in a vehicle. However, owing to inadequate securit...
