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10561
Potential for Vertical Heterogeneity Prediction in Reservoir Basing on Machine Learning Methods
Published 2020-01-01“…Machine learning models were established through deep neural networks, which learn and capture the characteristics better between dynamic production data and reservoir heterogeneity, so as to invert the vertical permeability. …”
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10562
ViT-DualAtt: An efficient pornographic image classification method based on Vision Transformer with dual attention
Published 2024-12-01“…The model adopts a CNN-Transformer hierarchical structure, combining the strengths of Convolutional Neural Networks (CNNs) and Transformers to effectively capture and integrate both local and global features, thereby enhancing feature representation accuracy and diversity. …”
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10563
On a data-driven mathematical model for prostate cancer bone metastasis
Published 2024-12-01“…Our findings align well with experimental evidence, demonstrating that our model effectively captures the therapeutic potential of $ ^{223} $Ra, yielding promising results that support our model as a powerful infrastructure to optimize bone metastasis treatment.…”
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10564
Unsupervised Hyperspectral Denoising Based on Deep Image Prior and Least Favorable Distribution
Published 2022-01-01“…Lately, it has been reported that the convolutional neural network (CNN), the core element used by deep image prior (DIP), is able to capture image statistical characteristics without the need of training, i.e., restore the clean image blindly. …”
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10565
Comparative Analysis of Pre-trained based CNN-RNN Deep Learning Models on Anomaly-5 Dataset for Action Recognition
Published 2024-10-01“…The CNN-RNN architectures we considered for analysis in this paper, the ResNet152V2 based CNN-RNN model exhibits better performance and achieved highest accuracy, precision, recall and F1-score equal to 92.20% due to its ability to capture more complex spatial features. This comparative analysis may guide the researchers in selecting appropriate models for real-world applications for action recognition. …”
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10566
Pulmonary Embolism and Intracardiac Type A Thrombus with an Unexpected Outcome
Published 2017-01-01“…Type A thrombi are serpiginous and highly mobile and are thought to be originated from large veins and captured in-transit within the right heart. Optimal management of RHT is still uncertain. …”
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10567
The unseen perils of oral-care products generated micro/nanoplastics on human health
Published 2025-01-01“…Particles from sources like toothpaste, toothbrushes, orthodontic implants, and denture materials are generated through mechanical friction, pH changes, and thermal fluctuations. …”
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10568
Unraveling Power Consumption Pattern Using Multidimensional Scaling and Clustering Analysis
Published 2025-01-01“…With the rapid growth in electricity demand data and the integration of distributed energy resources, traditional methods struggle to capture zonal load patterns effectively. This study presents a dimensionality reduction approach combined with clustering to analyze seasonal energy load dynamics across zones managed by the New York Independent System Operator (NYISO). …”
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10569
Unmanned Aerial Vehicles for Real-Time Vegetation Monitoring in Antarctica: A Review
Published 2025-01-01“…Despite the potential of established Machine-Learning (ML) classifiers such as Random Forest, K Nearest Neighbour, and Support Vector Machine, and gradient boosting in the semantic segmentation of UAV-captured images, there is a notable scarcity of research employing Deep Learning (DL) models in these extreme environments. …”
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10570
Remote Sensing of Aboveground Biomass in Tropical Secondary Forests: A Review
Published 2014-01-01“…Tropical landscapes are, in general, a mosaic of pasture, agriculture, and forest undergoing various stages of succession. …”
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10571
Loosening rocks detection at Draa Sfar deep underground mine in Morocco using infrared thermal imaging and image segmentation models
Published 2025-06-01“…Infrared images of rock blocks were captured at the Draa Sfar deep underground mine in Morocco using the FLUKE TI401 PRO thermal camera. …”
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10572
Analyzing the effects of Khorramabad - Zal bridge highway construction on rural development Eastern Miankoh villages
Published 2015-06-01“…The amount of demolition of water resources such as springs and water channeling have been increased in the rural boundary. and also pastures‚ forests and fertile lands have been allocated to the building constructions and forming dimension with amount of (0/058) has the least overall effect on the rural stable development in the boundary of studying area.…”
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10573
Construction and Analysis of Emotion Computing Model Based on LSTM
Published 2021-01-01“…The electroencephalogram (EEG) is the most common method used to study emotions and capture electrical brain activity changes. Long short-term memory (LSTM) processes the temporal characteristics of data and is mostly used for emotional text and speech recognition. …”
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10574
APT Adversarial Defence Mechanism for Industrial IoT Enabled Cyber-Physical System
Published 2023-01-01“…To overcome these issues, a new approach is suggested that is based on the Graph Attention Network (GAN), a multi-dimensional algorithm that captures behavioral features along with the relevant information that other methods do not deliver. …”
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10575
Develop an emotion recognition system using jointly connectivity between electroencephalogram and electrocardiogram signals
Published 2025-01-01“…We propose a novel method of estimating effective connectivity (EC) to capture the dynamic interplay between the heart and brain during emotions of happiness, disgust, fear, and sadness. …”
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10576
Characterizing Patients with Unilateral Vestibular Hypofunction Using Kinematic Variability and Local Dynamic Stability during Treadmill Walking
Published 2017-01-01“…Thirty-four markers were attached to anatomical positions of each participant, and a three-dimensional (3D) motion analysis system was used to capture marker coordinates as the participants walked on a treadmill. …”
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10577
Remote-sensing-based forest canopy height mapping: some models are useful, but might they provide us with even more insights when combined?
Published 2025-01-01“…Finally, we observed that the fitted higher-order mixtures, which enabled the presented analyses, do not necessarily reduce bias or prevent the saturation of the predicted heights observed in the individual models.…”
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10578
Multicentre, randomised controlled trial to investigate the effects of parental touch on relieving acute procedural pain in neonates (Petal)
Published 2022-07-01“…We will record brain activity (EEG), cardiac and respiratory dynamics, oxygen saturation and facial expression to provide proxy pain outcome measures. …”
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10579
Effects of dietary processed former foodstuffs on slaughter performance and meat quality in broilers
Published 2025-12-01“…The fatty acid (FA) content of breast and thigh meat showed a linear increase in monounsaturated FA, with thigh meat also exhibiting a linear increase in saturated FA (SFA). Conversely, polyunsaturated FA (PUFA) and the PUFA to SFA ratio decreased with increasing cFF levels (p < .05). …”
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10580
Non-thermal atmospheric plasma treatments enhance the growth, photosynthesis, metabolite accumulation, and nutritional value of geranium (Pelargonium graveolens L’Herit) leaves
Published 2025-01-01“…They also enhanced unsaturated fatty acids, such as oleic acid (C18:1), and saturated fatty acids, including myristic (C14:0) and stearic (C18:0). …”
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