User authentication of industrial internet based on HHT transform of mouse behavior by Yigong ZHANG, Qian YI, Jian LI, Congbo LI, Aijun YIN, Shuping YI

“…The rapid development of the industrial internet had caused widespread concern about the network security, and the end-user authentication technology was considered a research hotspot.According to the characteristics of human-computer interaction in industrial internet, an experimental website was designed.24 users' mouse behavior data in an uncontrolled environment were collected within 2.5 years to conduct case studies.Hilbert-Huang transform (HHT) was used to extract frequency domain features of mouse behavior signals, combined with time domain features to form a time-frequency joint domain feature matrix of 163-dimensional to characterize user mouse behavior patterns.Bagged tree, support vector machine (SVM), Boost tree and K-nearest neighbor (KNN) were used to build a user authentication model， and the comparison result showed that the Bagged tree had the best internal detection effect in this case, with an average false acceptance rate (FAR) of 0.12% and an average false rejection rate (FRR) of 0.28%.In external detection, the FAR was 1.47%.Compared with the traditional mouse dynamics method, the frequency domain information of mouse behavior extracted by HHT can better realize the user authentication, and provide technical support the security of the industrial internet.…”
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MRI Delta Radiomics to Track Early Changes in Tumor Following Radiation: Application in Glioblastoma Mouse Model by Mohammed S. Alshuhri, Haitham F. Al-Mubarak, Abdulrahman Qaisi, Ahmad A. Alhulail, Abdullah G. M. AlMansour, Yahia Madkhali, Sahal Alotaibi, Manal Aljuhani, Othman I. Alomair, A. Almudayni, F. Alablani

“…A machine learning model was developed to classify irradiated tumors based on delta radiomic features, and statistical analyses were conducted to evaluate feature feasibility, stability, and predictive performance. …”
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Urban change detection with airborne LiDAR for hostilities’ impact estimation: a case study of Kharkiv by Sergiy V. Kostrikov, Denys S. Serohin

“…This research demonstrates the application of LiDAR for urban change detection (CD), focusing on distinguishing between CD-patterns of normal urban development and from those caused by military hostilities. …”
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Species diversity of soil animals at different desert habitats in Baijitan region of Ningxia and its relationship with environmental factors by Zhang Jiao, Li Yuecheng, Zhang Dazhi

“…In recent years, desert habitat diversity in Baijitan National Nature Reserve of Lingwu in Ningxia has formed along with the development of control engineering. However, there is lack of the information on the diversity and distribution patterns of soil animals, the correlation between distribution patterns of soil animals and process of habitat change.Knowledge of the temporal variability of soil animal populations and species is crucial to understand the soil community dynamics. …”
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Geochemistry of Pyrite from the Jiaojia Gold Deposit, Jiaodong Peninsula, North China Craton: Implications for Source of Ore-Forming Fluids and Gold Precipitation by Yayi Fang, Yayun Liang, Rui Xia, Lei Shu, Bi He, Wenhao Xue, Chenxi Zhang, Haiyi Wang, Senmiao Xue

“…Gold mineralization in Jiaojia deposit occurred in three stages: (1) The Pyrite–Quartz–Sericite Stage (Stage I) developed primary minerals that included quartz, sericite, and a small amount of anhedral pyrite, appearing as disseminations within milky quartz and foliated sericite. (2) The Quartz–Pyrite Stage (Stage II) developed quartz that appears smoky gray and pyrite that appears with a euhedral cubic morphology, with crystal faces oriented in a longitudinal pattern. …”
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Evolution paths of urban forms influenced by landforms: Asynchrony but convergence by Chao Yang, Qiyan Huang, Qiong Xian, Meng Yuan, Xiaoming Cong, Lisha Xun, Jianxiong Cheng, Hongyi Pan

“…From 1990 to 2020, we quantitatively describe urban form characteristics using the two new indices alongside the landscape pattern index. Principal component analysis and hierarchical clustering are then employed to classify urban form types, revealing evolution patterns and trends across various landforms. …”
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Spatial-temporal baseline study of nutrients and trace elements characterization of a large tropical transition system in West Africa by Celso Paulo, João A. Carreiras, Susanne Tanner, Carmen Van-Dúnem dos Santos, Vanessa F. Fonseca, Bernardo Duarte

“…Diogo Cao Bay is a massive transitional system northeast of Angola at the Congo/Zaire River mouth, the second-largest river in the world and the largest river in Africa, making it ideal for urban development. The Bay's physicochemical features, nutrients, and trace element contamination were evaluated to assess the system's anthropogenic pressure. …”
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<i>DEPDC5</i> mutations in familial epilepsy syndrome: genetic insights and therapeutic approaches by M. K.C. Diallo, S. Mukesh, L. Kapil, R. Singla, D. Tar, S. N. Tammineedi, E. Singer, H. Chhayani, K. Arumaithurai, U. K. Patel, R. Arora

“…Corrected age is approximately 1-year for fine motor and language, 1.5-years for gross motor, 2.5-years for cognition, social skills. She had developed autistic features as well with significant impaired auditory/visual processing. …”
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Comparison of Fiscal Policy Cyclicality Models in Foreign Countries by M. O. Kakaulina, S. E. Demidova

“…The objective predetermined the setting of the following tasks: to analyze the cyclicality of fiscal policy by expenditures, to analyze the cyclicality of tax policy, as well as to compare the obtained results to identify common patterns of cyclicality for countries with a similar level of economic development. …”
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Suggestions for Ecological Restoration of Seagrass Under the Background of Sinicized NbS by XU Shusheng, DONG Di, HUANG Huamei

“…Nature-based solutions (NbS) is the concept advocated by the International Union for Conservation of Nature (IUCN), based on China’s unique ecological protection and restoration traditions, natural geospatial patterns, and natural resource features. The development of Chinese NbS solutions will contribute to the implementation of the concept of NbS in China. …”
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Dynamic token encryption for preventing permission leakage in serverless architectures by Yu Liu, Fu Li, Chenhao Sun

“…Moreover, the designed multi-factor token verification model integrates dynamic factors such as call chain features and behavior patterns, which can defend against various security threats. …”
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Assessment of freeze-thaw erosion by retrogressive thaw slump on the Qinghai-Tibet Plateau combined with geophysical methods by Chenglong Jiao, Fujun Niu, Peifeng He, Jing Luo, Fan Yu

“…This study presents a high-resolution geophysical investigation of RTS development in the Beiluhe River Basin, QTP. Using a multi-methodological approach, we quantitatively assess freeze-thaw erosion processes by characterizing lithostratigraphy, ground ice distribution, hydrogeological properties, and deformation patterns across the RTS. …”
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Cognitive load estimation in VR flight simulator by Archana Hebbar, Sanjana Vinod, Shah, A.K., Abhay Pashilkar, Pradipta Biswas

“… This paper discusses the design and development of a low-cost virtual reality (VR) based flight simulator with cognitive load estimation feature using ocular and EEG signals.  …”
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Non- Invasive EEG-based BCI system for Left or Right Hand Movement by Mai Mabrouk

“…Second, the data acquisition system we developed is described in detail. Lastly, our BCI system, including all different techniques used for artifact removal, feature extraction, and classification is presented. …”
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Distribution of Remaining Oil and Enhanced Oil Recovery Strategy for Carboniferous Buried-Hill Reservoirs in Junggar Basin by Qijun Lv, Zhaowen Shi, Linsong Cheng, Chunjing Zan

“…To provide effective strategies for stabilizing and enhancing production during the middle to late development stages, it is essential to establish a dual-porosity and dual-permeability model based on a clear understanding of lithological distribution patterns. …”
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Fluid Equation-Based and Data-Driven Simulation of Special Effects Animation by Yujuan Deng

“…Finally, the 3D motion trajectory of the point feature object and the motion pattern at a certain moment are shown, and the method in this paper obtains more ideal results, which proves the effectiveness of the method.…”
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Shaping towns through time: geology and urbanization in the historical context of Woldia, Ethiopia by Fentaw Baye

“…The study also contrasts growth patterns under various political regimes and evaluates the ecological consequences of settlement practices. …”
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Research on the spatial evolution process and reconfiguration pathway of mountainous cities based on the human-water relationship in river basins—A case study of Yichang City, Hube... by Mengjie Zhang, Wei Zhai, Ziyang Xiong, Chong Peng

“…At the same time, influenced by the significant and special event of the Three Gorges Project construction, the city has undergone rapid ''leapfrog'' development. Amid population mobility and river basin management needs, Yichang should use its ''water'' feature to integrate function, scale, and structure, focusing on water protection and utilization to ensure national and energy security. …”
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Genesis of the education system in the context of the wave theory of E. Toffler by Roman A. Romashov, Dmitry A. Lipinsky, Aleksandra A. Musatkina, Alexsey A. Stankin, Olga E. Surkova

“… The purpose of the research is to determine the patterns of development of the system of Russian and foreign education in the context of scientific approaches to the typology of the state. …”
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One-Step Dry-Etching Fabrication of Tunable Two-Hierarchical Nanostructures by Xu Ji, Bo Wang, Zhongshan Zhang, Yuan Xiang, Haifang Yang, Ruhao Pan, Junjie Li

“…Both the mask pattern and etching parameters play crucial roles, by which two-hierarchical structures with diversiform shapes can be constructed controllably. …”
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