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Using algorithm
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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
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In this paper, we build a quadcopter for target tracking by integrating a embedded computer Raspberry Pi (RPI) with a Pixhawk flight controller. This article also proposes a lightweight Tracking algorithm that can be deployed on Raspberry Pi, this algorithm harnesses advanced image processing and computing capabilities to significantly enhance target tracking performance, thereby reducing the need for human intervention control in unmanned flights.
9p
vithomson
02-07-2024
0
0
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This study proposes a new approach for diagnosing pediatric sepsis that utilizes a convolutional neural network and a combination of 7 immune-related genes (IRGs), including CD24, TTK, PRG2, CLEC7A, CCL3, TNFAIP3, and CCRL2. A three-layer gene selection process involves a sequential procedure that combines differential gene expression analysis, selection of immune-related genes, and gene score calculation using the F-score algorithm.
8p
vithomson
02-07-2024
0
0
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Part 1 of ebook "Digital image processing: An algorithmic introduction using Java (Second edition)" provides readers with contents including: Chapter 1 - Digital images; Chapter 2 - ImageJ; Chapter 3 - Histograms and image statistics; Chapter 4 - Point operations; Chapter 5 - Filters; Chapter 6 - Edges and contours; Chapter 7 - Corner detection; Chapter 8 - Finding simple curves, the hough transform; Chapter 9 - Morphological filters;...
406p
daonhiennhien
03-07-2024
1
1
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Part 2 of ebook "Digital image processing: An algorithmic introduction using Java (Second edition)" provides readers with contents including: Chapter 16 - Edge detection in color images; Chapter 17 - Edge-preserving smoothing filters; Chapter 18 - Introduction to spectral techniques; Chapter 19 - The discrete fourier transform in 2D; Chapter 20 - The discrete cosine transform (DCT); Chapter 21 - Geometric operations; Chapter 22 - Pixel interpolation; Chapter 23 - Image matching and registration;...
406p
daonhiennhien
03-07-2024
1
1
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In this paper, we evaluate the performance of the SHM damage identification tool using a novel metaheuristic algorithm called the Artificial Hummingbird Algorithm (AHA). The proposed approach is evaluated by two case studies of different bridge structures in Vietnam with different simulated damage scenarios.
15p
viwalton
02-07-2024
1
1
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The purpose of this work presents the behavior of semi-rigid connections in composite structures. A Genetic Algorithm based optimum design method is presented for composite frames with semi-rigid connections. The design algorithm obtains a frame with the least weight (beam, column and number of shear connectors per beam) by selecting appropriate sections from a standard set of AISC.
5p
viwalton
02-07-2024
4
1
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Health services worldwide face similar challenges of workforce issues to provide patient care. The findings of this study will help others to learn from Scottish experiences and provide guidance to conduct similar studies targeting healthcare reform.
12p
vishanshan
27-06-2024
2
1
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Despite recent improvements in cancer detection and survival rates, managing cancer-related pain remains a significant challenge. The objective of this work was to select a panel of biomarkers of central pain processing and modulation and assess their ability to predict chronic pain in patients with cancer using predictive artificial intelligence (AI) algorithms.
11p
vikoch
27-06-2024
1
1
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This study aims to develop an innovative, deep model for thymoma risk stratification using preoperative CT images. Current algorithms predominantly focus on radiomic features or 2D deep features and require manual tumor segmentation by radiologists, limiting their practical applicability.
9p
vikoch
27-06-2024
2
1
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In this paper, the research team will present the approach, build an algorithm and design a software program to simulate the disassembly of weapons equipment using 3D virtual reality technology. The software consists of three main modules: theory, practice, testing, helping officials, technical staff, trainees, and soldiers master knowledge from theory to practice process, forming skills before operating directly on real weapons.
10p
visergeyne
18-06-2024
0
0
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Forest height is one of the influential information for managing forest cover and is also one of the criteria to evaluate the growth of organisms in the forest ecosystem. This paper suggests a novel coherence optimization algorithm to increase the accuracy of forest height estimation using the L-band PolInSAR images.
10p
visergeyne
18-06-2024
1
0
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This paper will be broken into four sections. The introduction discusses the route planning control issues faced by the mobile robot. Section two details the mathematical modeling of an operating system designed for a mobile robot.
6p
viambani
18-06-2024
2
1
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This article presents an efficient hybrid approach based on Brotli and LZ4 compression algorithms to compress terrain data for deployment on resource-limited devices. Experimental results show that the proposed method significantly reduces the volume of terrain data compared to using each component algorithm independently while still ensuring quality.
9p
viambani
18-06-2024
3
1
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The Air Quality Index (AQI) is a tool used to measure the impact of air pollution on health over time. We present a new way for using GP to evolve models for AQI forecasting in this work GP can evolve more accurate AQI forecasting models than other standard machine learning algorithms, according to experimental results using datasets obtained from various stations across multiple cities in India.
11p
viambani
18-06-2024
1
1
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Part 2 book "Energy systems - Intelligent solutions for electricity transmission and distribution networks" includes content: A robust iterative learning control algorithm for uncertain power systems; damping of power system oscillations with optimal regulator; design of three phase LCL filter for grid connected pwm voltage source inverter using bacteria foraging optimization; real time monitoring of incipient faults in power transformer; advanced short circuit analysis for the assessment of voltage sag characteristics,... and other contents.
162p
dianmotminh03
11-06-2024
5
2
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Part 1 of ebook "Cooperative systems: Control and optimization" provides readers with contents including: optimally greedy control of team dispatching systems; heuristics for designing the control of a UAV fleet with model checking; unmanned helicopter formation flight experiment for the study of mesh stability; cooperative estimation algorithms using TDOA measurements; a comparative study of target localization methods for large GDOP;...
202p
dongmelo
26-05-2024
6
3
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Ebook "Optimizing decision making in the apparel supply chain using artificial intelligence (AI): From production to retail" provides detailed coverage of these techniques, outlining how they are used to assist decision makers in tackling key supply chain problems.
245p
dongmelo
26-05-2024
4
2
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The present paper considers the composite plate resting on an elastic pinned subjected to harmonic loads. The plate element model with high-order shear deformation theory and finite element algorithm is proposed in order to buckling analysis of the plate. As a result, the buckling domain is determined. Moreover, the effect of geometric parameters, elastic pins, and materials on the buckling of the plate is comprehensively investigated.
10p
dathienlang1012
03-05-2024
1
0
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This paper focuses on investigating the driving torques of industrial robot arm joints by using the topology optimization algorithm for its links. Structural optimization criteria focus on reducing the mass of links in particular and the total mass of the system in general. Preliminary results show that there is a change in driving torques in a direction favorable for the operation of the joints when total mass of robot decreases for any trajectory.
12p
dathienlang1012
03-05-2024
4
1
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