Identifying the Origin of Cyber Attacks Using Machine Learning and Network Traffic Analysis by Du Tianqing

“…Additionally, an experiment testing the model’s effectiveness is designed to prove its efficiency and ensure the model’s precision.…”
Get full text

Bulgaria’s European integration: prospects and unresolved issues regarding the country’s entry into the Eurozone by Vasil Petkov

“…The purpose of the study is to examine the current situation in the direction of Bulgaria’s readiness to join the euro area by analysing trends and specifics of the main segments of the state’s domestic policy. The main methods are statistical, with the help of which the key indicators of the dynamics of economic formation and development of the country are considered, and the method of analysing regulatory documents, using which the legal acts in the field of European integration and development are analysed. …”
Get full text

Smart strategy in statistics: choosing appropriate test tools for data and hypotheses in quantitative research by Nana Darna, Iwan Setiawan, M. Aziz Basari, Kasman Kasman

“…The results showed that the selection of appropriate test tools improved the accuracy and efficiency of statistical analyses, and the strategy applied helped make it easier for researchers to determine the appropriate statistical test tools through clear groupings based on data types and hypotheses. …”
Get full text

Entropy-Guided Distributional Reinforcement Learning with Controlling Uncertainty in Robotic Tasks by Hyunjin Cho, Hyunseok Kim

“…Our dynamic method adjusts the discount factor based on policy entropy, allowing for fine-tuning that reflects the agent’s learning status. …”
Get full text

Assessing the Effectiveness of DL-Clustering for Energy Optimization in Wireless Sensor Networks by Shailaja S. Halli, Poornima G Patil

“…However, few researches focus on node and channel traffic, increasing energy consumption and complexity, to alleviate energy efficient traffic using mobile nodes. The proposed method identifies and characterizes energy efficient traffic areas using a unique Water wave game theory algorithm.  …”
Get full text

Allometric Modelling of the Stem Carbon Content of Rhizophora mucronata in a Tropical Mangrove Ecosystem by W. M. Dimuthu Nilmini Wijeyaratne, Pawani Madhushani Liyanage

“…The present study was conducted to develop an allometric model to determine the stem carbon content of Rhizophora mucronata in a conserved tropical mangrove ecosystem. …”
Get full text

Solving the Traveling Salesman Problem: A Modified Metaheuristic Algorithm by Majid Yousefikhoshbakht

“…The aim of this issue is to determine a cycle with a minimum cost for this salesman. …”
Get full text

THE INFLUENCE OF THE QUALITY OF HEALTH CLINIC SERVICES ON THE SATISFACTION OF BPJS USER INMATES IN CLASS IIA PURWOKERTO PRISON INSTITUTIONS by Nabilla Khoerun Nisa, Wido Cepaka Warih

“…The research method used is a quantitative approach with data collection through questionnaires. …”
Get full text

摆线内啮合齿轮泵转子的应力和应变状态的研究 by 陆恩万, 骆艳洁, 王齐

“…Using the urea pump（a cycloid pump） of SCR exhaust emission system as the object of study,the stress and deformations of the pump during the operation process by using the finite element method and the ANSYS program are analyzed.According to the research,it shows that the two kinds of load which the rotor received are respectively the torque of the input shaft of the inner rotor and the hydraulic load resulted from the pressure of the liquid between the tooth displacement chambers.The tooth stresses are not even and both the strain and deformation trends are different are also discovered.Therefore,the axial gap between teeth and radial clearance between the pump body and rotor occur which leads to the internal leakage of pump and seriously influence the pump working pressure and the volume efficiency and life of the pump.Least but not last the paper illustrates a way to determining the load range for pump: the loading of the pump should not higher than stress(equal to the maximum pressure stress of PEEK,that is,and at the same time,the radial clearance and the axial clearance should not exceed the extreme values and assumed for a particular size of the pump,that is and.…”
Get full text

Deep Reinforcement Learning-Based Attention Decision Network for Agile Earth Observation Satellite Scheduling by Dongning Liu, Guanghui Zhou

“…Furthermore, our methods exhibit considerable time efficiency, even for large-scale problems.…”
Get full text

Optimal Integration of Multiple Shunt Reactive Compensators in Radial Distribution Systems for Loss Reduction using Modified Mountain Gazelle Optimizer (MMGO) by A. F. S. Yussif, E. Twumasi, E. A. Frimpong

“…This approach reduces the search space and improves the efficiency of the optimization process. Secondly, the proposed MMGO algorithm is applied to determine the optimal locations and sizes of the shunt compensators. …”
Get full text

Mathematical modeling of evaporation processes in a heat pump circuit by V. N. Fedoseev, S. A. Loginova

“…In order to improve the control system of an air heat pump and increase its efficiency, it is necessary to take into account as accurately as possible all the elementary stages of the processes occurring in the system under consideration. …”
Get full text

Synthesis and Kinematic Analysis for Bi-objective Path of Six-bar Linkage by Guangzhen Cui, Yanqiu Xiao, Caidong Wang, Zhiqiang Guo

“…To ensure the design accuracy and improve design efficiency，an integrated design method of synthesis and analysis for bi-objective path of six-bar linkages is put forward. …”
Get full text

Abolishment of a tax on imputed income: consequences for business and budget by N. Z. Zotikov

“…It is necessary to improve the efficiency of such system in terms of determining the amount of income from which the cost of a patent is calculated.…”
Get full text

Modelos matemáticos para a secagem intermitente de arroz em casca Mathematical models for intermittent drying of rice by Volnei L. Meneghetti, Elvio Aosani, Jeferson C. da Rocha, Maurício de Oliveira, Moacir C. Elias, Ricardo S. Pohndorf

“…A comparison was carried out of the adjusted coefficient of determination (R²adjusted), the relative mean error (P), the estimated mean error (SE) and the distribution of residues. …”
Get full text

Precise design, preparation, and biomechanical evaluation of customized additively manufactured Ti6Al4V porous fusion cage by Hongwei Wang, Yi Wan, Fanchen Meng, Geng Zhao, Xinyu Liu, Shuai Zhang, Weidong Su

Get full text

Path Analysis and correlation between quantitative traits in cultivated sugar beet germplasms (Beta vulgaris L.), under rhizomania disease conditions in Miandoab by Mousa Arshad, Behzad Ghanbari taghi abad, Hamid Hatami Maleki, Keivan Fotuhi

“…Given that the use of some agricultural methods, such as planting date, irrigation methods, crop rotation, chemical methods, and biological methods, are not very useful in fighting the disease, the use of resistant cultivars is suggested as the best and only way to fight this disease. …”
Get full text

Confocal Laser Scanning Microscopy in Cancer Diagnosis: Current Issues and Application Outlook by Z. R. Khismatullina, V. V. Chebotarev, Yu. A. Zakirova, A. A. Jashkina

“…This non-invasive technology allows optical skin sectioning at a varying depth with no special tissue treatment or staining. This diagnostic method is currently considered the most promising in imaging and assessment of superficial skin neoplasms. …”
Get full text

Design and application of hydrogen fuel cell hybrid system for digital rail vehicle by QI Fang, CUI Zhousen, ZHANG Chi, YANG Li

“…For the purpose of this paper, the principle of model selection for hydrogen power and energy storage systems were summarized based on the key indicators, such as traction performance, endurance mileage and average power of digital rail vehicle, the scheme of system parameter matching and model selection that meets the actual operational requirements was determined, and an improved power following algorithm based on active following was proposed to keep the fuel cell system operates under high-efficient range during the operation of the vehicle. …”
Get full text

A Cluster-Based Data Aggregation in IoT Sensor Networks Using the Firefly Optimization Algorithm by Hassan Sh. Alshehri, Fuad Bajaber

“…However, a significant challenge in Internet of Things (IoT) sensor networks is the efficient aggregation of data from multiple sensors to increase network longevity and reduce the consumption of energy. …”
Get full text