Network modeling
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This study proposes to test a combination model between CNN network and XGBoost algorithm for weather image classification problem. The proposed model uses deep learning network, namely CNN for feature extraction, then feeds the features into the XGBoost classifier to recognize the images.
6p vithomson 02-07-2024 0 0 Download
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The process of neural stem cell (NSC) differentiation into neurons is crucial for the development of potential cell-centered treatments for central nervous system disorders. However, predicting, identifying, and anticipating this differentiation is complex. In this study, we propose the implementation of a convolutional neural network model for the predictable recognition of NSC fate, utilizing single-cell brightfield images.
7p vithomson 02-07-2024 0 0 Download
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This research focuses on developing a method to optimize the DCNN (Deep Convolutional Neural Network) classification model for plant diseases. We enriched the data by incorporating data from two public datasets, PlantVillage Dataset (PVD) and CroppedPlant Dataset (CPD), and we trained the model using two-step transfer learning.
6p vithomson 02-07-2024 0 0 Download
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This study seeks to introduce a more comprehensive assessment method than previous endeavors, particularly concerning the bond strength of FRP bars with various surface types within concrete, spanning normal, high-strength, and ultra-high-strength concrete.
16p vithomson 02-07-2024 0 0 Download
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Part 1 book "Electric power system fundamentals" included contents: Fundamentals of energy systems; network analysis; power transformer modeling; transmission line and cable modeling; transmission line loadability.
185p dianmotminh04 12-07-2024 0 0 Download
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In this study, four machine learning models have been studied which are Artificial Neural Networks, Convolutional Neural Networks, Long Short-Term Memory (LSTM) and Extreme Learning Machine (ELM). They have been used to forecast the solar power of Nhi Ha solar farm in short-term. First, data from Nhi Ha solar farm were collected and underwent preprocessing before being utilized by aforementioned distinct machine learning models.
8p vialicene 02-07-2024 0 0 Download
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This integrated approach enhances real-time collaboration, mitigates errors during design, and streamlines construction processes by aiding scheduling, resource allocation, and progress monitoring.
6p vialicene 02-07-2024 1 0 Download
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Part 2 of ebook "Introduction to deep learning: From logical calculus to artificial intelligence" provides readers with contents including: Chapter 4 - Feed forward neural networks; Chapter 5 - Modifications and extensions to a feed-forward neural network; Chapter 6 - Convolutional neural networks; Chapter 7 - Recurrent neural networks; Chapter 8 - Autoencoders; Chapter 9 - Neural language models; Chapter 10 - An overview of different neural network architectures; Chapter 11 - Conclusion;...
107p daonhiennhien 03-07-2024 1 1 Download
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Part 2 of ebook "Soil physics with Python: Transport in the soil–plant–atmosphere system" provides readers with contents including: Chapter 9 - Triangulated irregular network; Chapter 10 - Water flow in three dimensions; Chapter 11 - Evaporation; Chapter 12 - Modelling coupled transport; Chapter 13 - Solute transport in soils; Chapter 14 - Transpiration and plant–water relations; Chapter 15 - Atmospheric boundary conditions;...
250p daonhiennhien 03-07-2024 1 1 Download
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Part 2 of ebook "The elements of statistical learning: Data mining, inference, and prediction (Second edition)" provides readers with contents including: Chapter 10 - Boosting and additive trees; Chapter 11 - Neural networks; Chapter 12 - Support vector machines and flexible discriminants; Chapter 13 - Prototype methods and nearest-neighbors; Chapter 14 - Unsupervised learning; Chapter 15 - Random forests; Chapter 16 - Ensemble learning; Chapter 17 - Undirected graphical models; Chapter 18 - High-dimensional problems p ≫ N;...
409p daonhiennhien 03-07-2024 4 1 Download
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This paper investigates the system performance of hybrid time-power switching based relaying (TPSR) energy harvesting enabled in the multisource half-duplex relaying network over the Rayleigh fading channel. The outage probability (OP) of the proposed system model with implementing maximal ratio combining (MRC) and selection combination (SC) technique at the receiver is presented and analyzed.
8p viwalton 02-07-2024 1 1 Download
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In this study, we explore the potential of graph neural networks (GNNs), in combination with transfer learning, for the prediction of molecular solubility, a crucial property in drug discovery and materials science. Our approach begins with the development of a GNN-based model to predict the dipole moment of molecules.
8p viwalton 02-07-2024 3 1 Download
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Paclitaxel is commonly used as a second-line therapy for advanced gastric cancer (AGC). The decision to proceed with second-line chemotherapy and select an appropriate regimen is critical for vulnerable patients with AGC progressing after first-line chemotherapy.
9p vishanshan 27-06-2024 2 1 Download
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Part 1 of ebook "Construction scheduling, cost optimization, and management: A new model based on neurocomputing and object technologies" provides readers with contents including: introduction; overview of neural networks in civil engineering; neural dynamics model and its application to engineering design optimization; project planning and management and CPM;...
83p mothoiphong 28-06-2024 1 1 Download
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Part 2 of ebook "Entropy theory and its application in environmental and water engineering" provides readers with contents including: parameter estimation; spatial entropy; inverse spatial entropy; entropy spectral analyses; minimum cross entropy spectral analysis; evaluation and design of sampling and measurement networks; election of variables and models;...
332p mothoiphong 28-06-2024 2 1 Download
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Access to culturally safe and responsive services can be improved by engaging Aboriginal and Torres Strait Islander Health Workers and similar roles in an online community of practice, supporting the integration of cultural and clinical knowledge and self-determination of Aboriginal and Torres Strait Islander consumers in decisions affecting their health.
13p vishanshan 27-06-2024 2 1 Download
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Part 1 of ebook "Strategies in E-business: Positioning and social networking in online markets" provides readers with contents including: positioning in online social networks through QDQ media; modelling the influence of eWOM on loyalty behaviour in social network sites; crowdsourcing as a competitive advantage for new business models; analyzing a successful incubator business model; website effectiveness for tourism accommodation companies;...
81p giangmacvien 22-06-2024 1 1 Download
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In this paper, a miRNA-Disease association prediction model (called TP-MDA) based on tree path global feature extraction and fully connected artificial neural network (FANN) with multi-head self-attention mechanism is proposed.
18p vikoch 27-06-2024 2 1 Download
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The risk category of gastric gastrointestinal stromal tumors (GISTs) are closely related to the surgical method, the scope of resection, and the need for preoperative chemotherapy. We aimed to develop and validate convolutional neural network (CNN) models based on preoperative venous-phase CT images to predict the risk category of gastric GISTs.
10p vikoch 27-06-2024 2 1 Download
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In this article, the authors introduce the "Cooperative WBANs" model, wherein sensors communicate directly with Access Points (APs) without a coordinator. They also present a power control algorithm for downlink data transmission from APs to sensors.
9p visergeyne 18-06-2024 0 0 Download