Proposed model

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

In this study, we apply the YOLOv8 architecture, take license plates from multiple viewing angles as input, and propose a deep learning model for accurate license plate recognition in various realworld situations.

10p vithomson 02-07-2024 0 0   Download

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

This study proposes a constitutive mechanical law to model the behavior of the interface between a microcracked viscoelastic medium and an undamaged elastic body based on the homogenization method. The interface is modeled by a layer of zero thickness. The coupling between the homogenization technique and the Griffith’s theory is used to provide the effective behavior of the micro-cracked medium.

15p vithomson 02-07-2024 2 0   Download

In this study, it is split into two main steps. First, an analytical design is proposed to define the desired parameters with affects of different flux air gaps. Then, a finite element approach is introduced to simulate magnetic field quantities (such as inductance, fringing flux, magnetic flux density, electromagnetic force, current, voltage) of the SRs.

6p vialicene 02-07-2024 1 0   Download

This article proposes an enhanced knowledge-based collaborative filtering model for movie recommendation services to address the limitations of collaborative filtering in capturing the diverse preferences and specific characteristics of movies.

11p vialicene 02-07-2024 1 0   Download

This paper proposes a model reference adaptive control (MRAC) design for vehicle active suspension systems with unknown spring stiffness and damping coefficients with the aim of improving the performance of suspension systems. A mathematical model of a half-car active suspension system is first presented, then a reference model of a half-car suspension system that utilizes the skyhook damping concept is proposed.

8p vialicene 02-07-2024 0 0   Download

A finite element model using a multi-fiber approach is proposed in this paper for the analysis of reinforced concrete (RC) members using fiber-reinforced polymer (FRP) reinforcements, with a specific focus on the effect of pure torsion. The proposed model is formulated using a displacement-based approach and a kinematic assumption involving a twonode Timoshenko beam.

14p viwalton 02-07-2024 1 1   Download

Ebook "ROBOT-PROOF: Higher education in the age of artificial intelligence" proposes a way to educate the next generation of college students to invent, to create, and to discover--to fill needs in society that even the most sophisticated artificial intelligence agent cannot. A robot-proof education, Aoun argues, is not concerned solely with topping up students' minds with high-octane facts.

210p daonhiennhien 03-07-2024 1 1   Download

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

This paper aims to propose a design of a type-2 fuzzy cerebellar model articulation controller for uncertain nonlinear systems, which achieves high stability and accuracy for controlling magnetic levitation systems.

10p viwalton 02-07-2024 2 1   Download

The 4.0 smart private university aims to provide students with core 21st century skills. The authors of this article have outlined the basic nature and main characteristics of smart private universities 4.0, the principles for developing smart private universities and then propose a system of measures to build a 4.0 smart private university based on the principles and ensuring the basic characteristics of a private university in the 4.0 era.

13p viwalton 02-07-2024 3 1   Download

As the population ages, senior care for older adults in China has become increasingly important and has attracted the attention of both government and society. This study aimed to explore preferences and influencing factors related to senior care among older Chinese adults and thus propose effective and targeted strategies for the development of a comprehensive care system for older adults in the aging Chinese population.

10p vishanshan 27-06-2024 1 1   Download

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

Although radical surgical resection is the most effective treatment for hepatocellular carcinoma (HCC), the high rate of postoperative recurrence remains a major challenge, especially in patients with alpha-fetoprotein (AFP)-negative HCC who lack effective biomarkers for postoperative recurrence surveillance. In this study, we propose to develop a radiomics model based on preoperative CECT to predict the risk of early recurrence after surgery in AFP-negative HCC.

12p vikoch 27-06-2024 1 1   Download

In this article, we propose a generative model based on the adversarial network structure to enhance images for the RAD-DAR multi-target dataset. The results of comparisons and evaluations indicate that the images generated by the proposed method exhibit a high degree of similarity to the original images.

7p visergeyne 18-06-2024 2 0   Download

The paper begins with an exploration of ICC, delving into its definition, models, and the ultimate goal of developing intercultural speakers. Subsequently, it discusses pedagogical implications, with teaching approaches, assessment, and activities for fostering ICC in English as a Foreign Language (EFL) classrooms. The second part of the paper delves into the concept of student agency, presenting its definition and models proposed by scholars.

10p leminhvu111 07-06-2024 1 0   Download

The article proposes a research model on enterprises digital transformation in Vienam with influencing factors including Leadership, Digital business strategy, Employee capacity, Corporate culture, Technology platform, Enterprise pressure, Information security, Technology readiness, and Compatibility. Moreover, the study also proposes to consider the Business performance as the digital transformation result in enterprises.

13p leminhvu111 07-06-2024 1 0   Download

In the context of globalization and a rapidly growing economy, financial resources play an extremely important role in maintaining and developing business activities of enterprises. In particular, in Vietnam, one of the countries witnessing strong economic development, it requires businesses to have abundant and sustainable financial resources. However, the fluctuations in the macro market economy also have a significant impact on the financial resources of businesses.

12p leminhvu111 07-06-2024 1 0   Download

The purpose of this study is to evaluate the effects of university social responsibility (USR) on brand equity in the context of private universities in Ho Chi Minh city, Vietnam. The quantitative data set was collected from 167 students in private higher education institutions located in Ho Chi Minh city. Partial least squares structural equation modeling (PLS-SEM) was used to analyse the measurement model and test proposed hypotheses in this study.

12p leminhvu111 07-06-2024 2 0   Download