Factors affecting the decisions of tax compliance selection of Vietnamese enterprises: A mega data analysis by To Van Tuan

“…Improving logistics efficiency in countries is a necessary goal in countries to increase their ability to contribute to the economy. …”
Get full text

Improved satellite resource allocation algorithm based on DRL and MOP by Pei ZHANG, Shuaijun LIU, Zhiguo MA, Xiaohui WANG, Junde SONG

“…In view of the multi-objective optimization (MOP) problem of sequential decision-making for resource allocations in multi-beam satellite systems,a deep reinforcement learning(DRL) based DRL-MOP algorithm was proposed to improve the system performance and user satisfaction degree.With considering the normalized weighted sum of spectrum efficiency,energy efficiency,and satisfaction index as the optimization goal,the dynamically changing system environments and user arrival model were built by the proposed algorithm,and the optimization of the accumulative performance in satellite systems based on DRL and MOP was realized.Simulation results show that the proposed algorithm can solve the MOP problem with rapid convergence ability and low complexity,and it is obviously superior to other algorithms in terms of system performance and user satisfaction optimization.…”
Get full text

Embedded system for a bioreactor: application to sugar fermentation by Danilo Paredes, Gonzalo Alvarez, Mauren Fuentes Mora, Ramiro Sanchez

“…The focus of this project is on the development and implementation of an embedded system to improve the control and efficiency of a bioreactor. The advantages of this system are examined, highlighting its ability to monitor in real time, ensure accuracy and stability, provide flexibility, enable remote monitoring and telemetry, as well as its potential scalability and cost-effectiveness. …”
Get full text

TWO-STAGE INTELLIGENT FAULT DIAGNOSIS OF MOTORS BASED ON VISUAL IMAGE FEATURES

“…Aiming at the new challenges in efficiency and reliability in the field of fault diagnosis in recent years,a coarsefine fault diagnosis method for induction motors based on the symmetrized dot pattern(SDP)was proposed.In this method,firstly,the vibration signals of each faulty motor were converted into snowflake images by SDP method,and then a two-stage fault diagnosis framework of coarse-fine classification was designed for image feature extraction and classification.In the coarse classification stage,the color histogram features and the support vector machine(SVM)were used to diagnose the samples,and a threshold was selected to determine the samples for the coarse classification.In the fine classification stage,Gist features that can extract image details and SVM were used to diagnose the remaining samples.Experimental results show that the proposed method combines the advantages of color histogram features and Gist features,can achieve the most reliable diagnosis with relatively high efficiency,and has certain anti-noise ability.…”
Get full text

Combining meta reinforcement learning with neural plasticity mechanisms for improved AI performance. by Liu Liu, Zhifei Xu

“…The results show that the MRL-STDP approach significantly accelerates the agent's ability to reach competitive performance levels, with a 40% boost in learning efficiency and a 35% increase in adaptability over conventional models.…”
Get full text

Graph Crypto-Stego System for Securing Graph Data Using Association Schemes by Anuradha Sabharwal, Pooja Yadav, Kamal Kumar

“…We implemented and evaluated the efficiency of our constructions experimentally. We provide experimental results, statistical analysis, error analysis, and key analysis that demonstrates the appropriateness and efficiency of the proposed technique.…”
Get full text

Classification of landscape architecture design based on dual-channel attention improved FCN by Zhongyu Zhou

“…To solve the problems of low efficiency and high subjectivity of traditional design, the study proposes an improved fully convolutional network model that combines the U-Net structure, multi-scale hopping connection network, and dual-channel attention mechanism to enhance the ability of detail capture and feature fusion. …”
Get full text

CrossModal Retrieval with Deep Learning by WANG Hongzhi, YAN Yu

“…To improve the efficiency of crossmodal data retrieval under big data, the authors studied the theory of deep learning and proposed a crossmodal data retrieval model on the basis of the artificial convolutional neural network and the perceptron. …”
Get full text

Multi-server conjunctive keyword searchable encryption scheme based on BDH problem by Yanhua LU, Youliang TIAN, Chen LIU

“…Searchable encryption is a cryptographic primitive that supports users to search for keywords on ciphertext.In view of the low efficiency of traditional single-server searchable encryption schemes,it was based on the advantages of identity management in certificate management.In the multi-serve environment,a bilinear mapping was used to construct an identity-based encryption scheme that supports conjunctive keyword search.In this scheme,the storage and query of the encrypted data were allocated to different servers,and the retrieval efficiency of the user storage and keyword was improved by cooperation.Re-use the encryption and search ability of the connection keywords by using the identity of multi-server and user.At the same time,combine with the searchable encryption method of conjunctive keyword,a new security model was constructed based on bilinear pairing.And under the bilinear Diffie-Hellman problem,the scheme satisfies the ciphertext indistinguishability under selected message attack.…”
Get full text

Mathematical and simulation modeling of photovoltaic systems utilizing thermoelectric modules for effective thermal management by Muhammad Sohaib Tahir, Xue Dong, Muhammad Mansoor Khan

“…Solar energy is the ability to convert sunlight directly into electricity without additional electrical components. …”
Get full text

Increasing the Wear Resistance of Stamping Tools for Coordinate Punching of Sheet Steel Using CrAlSiN and DLC:Si Coatings by Sergey N. Grigoriev, Marina A. Volosova, Ilya A. Korotkov, Vladimir D. Gurin, Artem P. Mitrofanov, Sergey V. Fedorov, Anna A. Okunkova

“…One of the most effective approaches to the wear rate reduction of stamping tools is the use of solid lubricants, such as wear-resistant coatings, where the bulk properties of the tool are combined with high microhardness and lubricating ability to eliminate waste disposal and remove oil contaminants from liquid lubricants. …”
Get full text

Adaptive method runtime safety assurance for autonomous driving in dynamic scenarios by XU Bingfeng, CHEN Jialing, YANG Shuailing, HE Gaofeng

“…An adaptive method runtime safety assurance for autonomous driving in dynamic scenarios was proposed to address the issue that existing safety control approaches lack the ability to adjust dynamically to actual driving environments, resulting in reduced traffic efficiency. …”
Get full text

Intelligent interference decision algorithm with prior knowledge embedded LSTM-PPO model by ZHANG Jingke, YANG Kai, LI Chao, WANG Hongyan

“…Furthermore, by incorporating prior knowledge associated with the interference domain into the reward function of the PPO model using revenue shaping theory, a reshaped reward function was obtained to guide agent converge quickly so as to improve decision-making efficiency. Besides, leveraging LSTM’s excellent temporal feature extraction ability enables capturing dynamic characteristics of echo data effectively to describe radar working states. …”
Get full text

Design of intelligent energy management system for electric vehicles based on multi-objective optimization by Xinyan Wang, Yichao Li

“…Additionally, the system exhibited an average acceleration time of 5.38 s and an average hill climbing ability of 25.91%. These outcomes demonstrate the effectiveness of the proposed EMS in optimizing power, extending battery life, and improving energy utilization efficiency. …”
Get full text

The treatment of Slaughterhouses wastewater by An Up Flow - Anaerobic Sludge Blanket (UASB) reactor. by Abdullah Saghir, Salwa Hajjar

“…Theremoval efficiency fit with hydraulic retention times (HRTs) in UASB reactor, forthe following values of HRTs:(6,12,18,24,30,36) hours, the removal efficiencies of COD were:(35.78%,48.93%,56.15%,71.3% ,76.33%,83.37%) respectively.…”
Get full text

Semantic communication accelerates the integration of network and information processing by SUN Yihao, JIANG Sheng, ZHOU Xu, LEI Bo, JIANG Lintao

“…As a new communication paradigm, semantic communication can differentiately extract and transmit task-related semantic information to improve network efficiency. However, semantic communication requires the network to actively participate in information processing, provide computing and storage resources, and at the same time requires the network to have the ability to perceive the importance of information and its own resource conditions. …”
Get full text

Designing of Vague Logic Based 2-Layered Framework for CPU Scheduler by Supriya Raheja

“…Fuzzy based CPU scheduler has become of great interest by operating system because of its ability to handle imprecise information associated with task. …”
Get full text

Transformative Effect of ChatGPT on Accounting Education : A New Era AI Chatbot by Inta Novia Eka Filasari, Suranto Suranto

“…The results showed that ChatGPT became a popular tool, providing great benefits in improving the efficiency and accessibility of information. Students appreciated ChatGPT's ability to help them complete tasks and provide them with quick answers. …”
Get full text

Thermally induced self-healing epoxy/glass laminates with porous layers containing crystallized healing agent by T. Szmechtyk, N. Sienkiewicz, K. Strzelec

“…The obtained results confirm competitive self healing ability of composites with HPGL.…”
Get full text

The financial function and the Creation of firm Value by V. D. Smirnov

“…In turn, the firm’s sustainable development depends on its ability to convert profits into increased company value by improving the efficiency of current processes, developing new products and implementing innovative business models. …”
Get full text