Rainfall prediction based on CNN-LSTM model under sliding window by Rui Yuan

“…As monthly rainfall is a long-term and complex process, this study utilized the characteristics of the sliding window to replace the current month’s data with the multi-month rainfall data set within the sliding window for predictive analysis. …”
Get full text

On the Lattice Structure of Neutrosophic Open Sets for Risk Evaluation of Supply Chain Finance in International Cross-Border E-Commerce by Shiguang Zhang, Man Li

“…Extensive analysis proves the ability to offer a powerful, uncertainty-aware foundation for financial analytics as well as decisionmaking in dynamic corporate networks. …”
Get full text

Adaptation of State Security to Modern Military Operations and Terrorist Risks in the World by Karlis Ketners

“… Military conflicts and terrorism are increasingly overlapping, creating complex threats that undermine both global and national security. …”
Get full text

From Convolutional Networks to Vision Transformers: Evolution of Deep Learning in Agricultural Pest and Disease Identification by Mengyao Zhang, Chaofan Liu, Zihan Li, Baoquan Yin

“…Traditional pest and disease identification methods mainly rely on manual detection or traditional machine learning techniques, but they have obvious deficiencies in terms of their accuracy and generalisation ability. In recent years, deep learning has gradually become the preferred solution for the intelligent identification of pests and diseases by virtue of its powerful automatic feature extraction and complex data-processing capabilities. …”
Get full text

Application of convolutional neural networks in the intelligence security system subsystem by V. S. Demeshko, A. I. Фёдоров

“…The disadvantage of this algorithm was the presence of false positives from a flickering complex phono-target environment. To eliminate this drawback, it is proposed to apply a classifier based on the convolutional neural network, which distributes the selected objects to specific classes.The analysis and experimental studies to evaluate the accuracy of recognition of ground objects by convolutional architectures such as VGG-16, VGG-19, Inception v3, ResNet-50, MobileNet. …”
Get full text

A Novel Sparse Enhancement Neural Network for Rolling Bearing Fault Diagnosis by Yong Zhang, Junjie Ye, Wenhu Yang, Jinwang Shi, Wangpeng He, Gaigai Cai

“…Traditional bearing fault diagnosis methods are always dependent on signal analysis and feature extraction, which are complex and time-consuming. …”
Get full text

Performance optimization on RIS-assisted communication for anti-jamming by LI Yapeng, MA Junyu, LI Qiang, GE Xiaohu

“…In the context of high-power jamming scenarios, the anti-jamming ability of communication systems can be enhanced by deploying reconfigurable intelligent surface (RIS). …”
Get full text

A Primer for Disease Gene Prioritization Using Next-Generation Sequencing Data by Shuoguo Wang, Jinchuan Xing

“…However, the NGS data analysis is complex and could be overwhelming for researchers who are not familiar with the process. …”
Get full text

How Far Down? Interdisciplinary Discussions and Multimodal Investigations to Understand the Potential of Multispectral Remote Sensing by Filippo Materazzi

“…Since the identification of buried remains is indirect through cropmarks observation, we asked ourselves how deep cropmarks can reveal the buried remains by analysing the complex relationship they have with vegetation. A selected number of contexts of the pre-Roman cities from <i>Falerii</i> and <i>Veii</i> have been studied through agronomic analysis on the one hand and GPR and stratigraphic excavation on the other. …”
Get full text

Design optimization of university ideological and political education system based on deep learning by Shangle Ai, Huanhuan Ding

“…This proves the powerful ability of deep learning model in dealing with complex data and capturing the internal laws and relationships of data. …”
Get full text

Profile of Critical Thinking Skills of Grade IV Elementary School Students on Energy Source Material by Sinta Yuni Fitanti, Binar Kurnia Prahani, Suryanti Suryanti

“…Thus, it is hoped that the ability of the participants to think critically will be improved so that they can face challenges in an increasingly complex era. …”
Get full text

A Nonlinear Method to Identify Seizure Dynamic Trajectory Based on Variance of Recurrence Rate in Human Epilepsy Patients Using EEG by Morteza Farahi, Seyed Saman Sajadi, Fateme Karbasi, Seyed Sohrab Hashemi Fesharaki, Jafar Mehvari Habibabadi, Mohsen Reza Haidari, Amir Homayoun Jafari

“…This method allowed for a stage-wise analysis across EEG electrodes, highlighting simultaneously involved areas. …”
Get full text

Models, systems, networks in economics, engineering, nature and society by A.D. Stolyarov, V.V. Gordeev, V.I. Abramov

“…In a rapidly changing socio-economic environment, digital twins provide companies with the ability to support faster, smarter and more cost-effective decision making. …”

Round and pleated blisters: interface delamination in thin film deposition by Wenxiang Wang, Shengyao Chen, Jiacong Cao, Xiaoding Wei, Zhaohe Dai

Get full text

High-performance work systems and organizational ambidexterity: the mediating role of knowledge management systems—evidence from the Egyptian public-telecommunication sector by Mona Moustafa Elashry, Wael Abd elrazik Kortam, Tarek Mohamed Ali

“…The qualitative data were analyzed using the thematic analysis technique. Findings The authors found that the HPWSs dimensions (i.e., ability and opportunity-enhancing practices) explain the OA level. …”
Get full text

THE IMPACT OF GDP ON THE QUALITY OF LIFE OF THE POPULATION by O. Aseev, S. Ziyadin, L. Sokolova

“…The determination of the standard of living is a complex and ambiguous process, since on the one hand, it depends on the composition and size of the needs of society, and on the other hand, on the limited ability to deliver them. …”
Get full text

The Mix of Accountancy Policy and Tax Strategy in Company’s Financial Result by Rafał Marciniak

“…Since a choice dilemma deals with future and uncertain events, it is necessary to apply statistical analysis with its rules of inference. Because of the changing environment, this issue poses a complex decision problem in conditions of uncertainty. …”
Get full text

Leadership and Organizational Development by Vladimir-Codrin IONESCU, Cristina BOLCAŞ

“…Leadership has a decisive impact on the development of organizations in an increasingly complex and dynamic business environment. The paper presents relevant aspects from the sphere of the addressed issues and is structured on three analysis coordinates: leadership, strategic leadership and organizational development. …”
Get full text

TransTab: A transformer-based approach for table detection and tabular data extraction from scanned document images by Yongzhou Wang, Wenliang Lv, Weijie Wu, Guanheng Xie, BiBo Lu, ChunYang Wang, Chao Zhan, Baishun Su

“…Table detection and content extraction are crucial tasks in document analysis. Traditional convolutional neural network (CNN) methods often face limitations when dealing with complex tables, such as cross-column, cross-row, and multi-dimensional tables. …”
Get full text

Formation of Competences in the Field of Information Security for Future Bachelors of Applied Informatics by I. V. Gavrilova, M. V. Romanova, E. V. Chernova

“…Demand for qualified employees who have skills not only in their field of activity, but also in areas relevant to the information society, such as information culture and the ability to provide an information enterprise.Materials and research methods. …”
Get full text