DualCFGL: dual-channel fusion global and local features for sequential recommendation by Shuxu Chen, Yuanyuan Liu, Chao Che, Ziqi Wei, Zhaoqian Zhong

Get full text

Technology Topic Identification and Trend Prediction of New Energy Vehicle Using LDA Modeling by Renjie Hu, Wencong Ma, Weiqiang Lin, Xiude Chen, Zuchang Zhong, Chuhong Zeng

“…As new energy vehicle (NEV) is the future of automobile development, it is of great significance to dig deeper into the technical topics and development trends of new energy vehicles for accurately understanding the technical trends of the new energy vehicle industry, grasping development opportunities, and scientifically formulating strategic plans. …”
Get full text

Review of privacy computing techniques for multi-party data fusion analysis by LIU Shenglong, HUANG Xiuli, JIANG Yiwen, JIANG Jiawei, TIAN Yuechi, ZHOU Zejun, NIU Ben

“…In the data era, threats to personal privacy information in ubiquitous sharing environments are widespread, such as apps frequently collecting personal information beyond scope, and big data-enabled price discrimination against frequent customers. …”
Get full text

Parametric and non-parametric estimation of reference intervals for routine laboratory tests: an analysis of health check-up data for 260 889 young men in the South Korean military by Taeyun Kim, Hyunji Choi, Sun Min Lee

“…Objectives Determination of reference intervals (RIs) using big data faces several obstacles due to heterogeneity in analysers, period and ethnicity. …”
Get full text

RENEWABLES IN DEVELOPMENT OF THE ARAB EAST (CASE OF SOLAR ENERGY) by A. O. Filonik, V. A. Isaev, V. M. Morozov

“…The MENA region home market is also a big consumer of oil and gas. The study stresses the fact, that industrial processing of mass amounts of crude inside the region has already created serious constraints in development of the area. …”
Get full text

Dynamic Traffic Congestion Simulation and Dissipation Control Based on Traffic Flow Theory Model and Neural Network Data Calibration Algorithm by Li Wang, Shimin Lin, Jingfeng Yang, Nanfeng Zhang, Ji Yang, Yong Li, Handong Zhou, Feng Yang, Zhifu Li

“…Traffic congestion is a common problem in many countries, especially in big cities. At present, China’s urban road traffic accidents occur frequently, the occurrence frequency is high, the accident causes traffic congestion, and accidents cause traffic congestion and vice versa. …”
Get full text

Association Analysis of Food Risk Factors Based on Improved FP-growth Algorithm by YU Jiabin, MA Xinyue, ZHAO Zhiyao, WANG Xiaoyi, ZHANG Xin, CUI Xiaoyu, BAI Yuting, CHEN Shuaixiang

“…Afterwards, the risk was clustered into low (L), medium (M), and high risk (H). Finally, the data was imported into the improved FP-growth algorithm to obtain the association rules of food risk factors. …”
Get full text

IMViT: Adjacency Matrix-Based Lightweight Plain Vision Transformer by Qihao Chen, Yunfeng Yan, Xianbo Wang, Jishen Peng

“…While extensive experiments prove its outstanding ability for large models, transformers with small sizes are not comparable with convolutional neural networks in various downstream tasks due to its lack of inductive bias which can benefit image understanding. Hierarchical vision transformers are a big family for better efficiency in computer vision, but in order to obtain global dependencies, their design is often complex. …”
Get full text

Study on Epoxy Resin-Modified Asphalt Binders with Improved Low-Temperature Performance by Zhiqi Luo, Tao Liu, Yintan Wu, Hongwei Yuan, Guoping Qian, Xiantao Meng, Jun Cai

“…Epoxy resin-modified asphalt binder (ERMAB) has been wildly used in the pavement of steel bridges, while the improvement on its low temperature is still a big challenge to researchers. This paper tries to improve the low-temperature performance of ERMAB by optimizing the modifier, epoxy resin. …”
Get full text

Optimal Allocation of Community Distributed Energy and Storage Based on Regional Autonomous Balance and Sharing Mechanism by Jiangping Liu, Jing Wang, Xue Cui, Peng Liu, Pingzheng Tong, Xuehan Dang

“…With the goal of minimizing the total operating cost of the community, the established model is linearized by using the Big-M method and the McCormick method and transformed into a mixed integer linear programming model that is easy to solve. …”
Get full text

Integrated collaborative filtering recommendation in social cyber-physical systems by Jiachen Xu, Anfeng Liu, Naixue Xiong, Tian Wang, Zhengbang Zuo

“…As a consequence, it is highly desired to process these big data so that meaningful knowledge can be extracted from those vast and diverse data. …”
Get full text

Optimization Design and Feasibility Analysis of Electromagnetic Direct Drive Transmission by Yu Xiao, Ge Wenqing, LI Bo, Tan Cao, Jiang Xiaohan

“…The experiment results show that under the condition of the electromagnetic direct-drive transmission with a speed difference of 220 r/min and a moment of inertia of the synchronous end of 0.04 kg<inline-formula><alternatives><math xmlns:mml="http://www.w3.org/1998/Math/MathML" id="M2"><mo>∙</mo></math><graphic specific-use="big" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="alternativeImage/a7dbb763-d835-4dff-8bdd-14c2e1e5b922-M002.jpg"><?…”
Get full text

Mechanical Behavior of Pericopsis elata Relative to Age during Growth by Foadieng Emmanuel, Fouotsa Woutsop Christian Martial, Azeufack Tonfack Ulrich Gaël, Talla Pierre Kisito, Fogue Medard

“…Trees ready for harvesting are scarce because the logging diameter, which has been set at 100 cm, is very big. The studies recommended by the Cameroonian government as part of the ITTO/CITES project activities should be carried out to determine a new minimum logging diameter as the diameter increases with age. …”
Get full text

A deep transfer learning based convolution neural network framework for air temperature classification using human clothing images by Maqsood Ahmed, Xiang Zhang, Yonglin Shen, Nafees Ali, Aymen Flah, Mohammad Kanan, Mohammad Alsharef, Sherif S. M. Ghoneim

“…The framework incorporates various deep transfer learning approaches, including DeepLabV3 Plus for semantic segmentation and others for classification such as BigTransfer (BiT), Vision Transformer (ViT), ResNet101, VGG16, VGG19, and DenseNet121. …”
Get full text

Application of Learning Analytics in Higher Education: Datasets, Methods and Tools by Yu. Yu. Dyulicheva

“…The  accumulation  of  big  educational  data  on  the  platforms  of  universities  and  social media  leads  to  the  need  to  develop  tools  for  extracting  regularities  from  educational  data,  which can be used for understanding the behavioral patterns of students and teachers, improve teaching methods  and  the  quality  of  the  educational  process,  as  well  as  form  sound  strategies  and  policies for  universities  development. …”
Get full text

Empirical Analysis for Improving Food Quality Using Artificial Intelligence Technology for Enhancing Healthcare Sector by S. K. UmaMaheswaran, Gaganpreet Kaur, A. Pankajam, A. Firos, Piyush Vashistha, Vikas Tripathi, Hussien Sobahi Mohammed

“…Different AI technologies such as “Machine Learning (ML),” “Neural Language Processing (NLP),” “Rule-Based Expert Systems (RESs),” “Deep Learning (DL),” and so on are used in healthcare and food industries for big “medical data” analysis. This study has applied three critical variables to measure the application of AI in enhancing food quality (viz., usage of machine learning models, NLP models, etc.). …”
Get full text

INDIVIDUAL DIFFERENCES IN WORKING MEMORY PERFORMANCE: «OVERLOAD» EFFECT by Yuri G. Pavlov

“…The working memory «overload» effect and its EEG correlates are demonstrated on a big sample of subjects.Practical significance. The work urgency is connected with increasing loadings for memory of the person in a modern information society. …”
Get full text

Social and Travel Lockdown Impact Considering Coronavirus Disease (COVID-19) on Air Quality in Megacities of India: Present Benefits, Future Challenges and Way Forward by Suresh Jain, Tanya Sharma

“…All the experts said that reviving the economy will be a big challenge for the government, and it may result in some tradeoff while managing the air quality in the near future due to scarcity of funds, etc.…”
Get full text

Problems of Small and Medium Business in Germany by B. E. Zaritskiy

“…Germany’s new generation prefers to seek jobs in big companies or in the civil service. Germany seems to have lost the Gründer spirit. …”
Get full text

Estado de Bienestar Digital en Ecuador: Datificación Ciudadana y Machine Learning en la construcción y gestión de la pobreza by Alexandra Gualavisí

“… En la era de la gobernanza digital, la utilización creciente de datos y tecnologías de Big Data e Inteligencia Artificial en los sistemas de protección social se ha convertido en un asunto relevante. …”
Get full text