A hybrid deep learning and differential evolution approach for accurate fake news detection by Shailendra Pratap Singh, Naween Kumar, Gyanendra Kumar, Ahamed Shafeeq B.M.

“…The proposed framework integrates Convolutional Neural Networks (CNNs), Long Short-Term Memory (LSTM) networks, and attention mechanisms for robust feature extraction and classification. …”
Get full text

Power Metal Corrosion Evaluation Method Based on Image Feature Analysis by ZHONG Yao, ＲEN Xiao, WU Gao-lin, WANG Qian, WANG Xu-peng, HAO Jian

“…First，multi-dimensional feature parameters were extracted through image preprocessing，chromatics，statistics， wavelet and fractal analysis methods; then，a metal corrosion state evaluation method was proposed based on neural network algorithm，and the effectiveness of the method was verified. …”
Get full text

Russian Science and Technology Foresight – 2030: Key Features and First Results by Alexander Sokolov, Alexander Chulok

“… This paper reviews national features in the general evolution of science and technology (S&T) foresight over the last decade. …”
Get full text

Morphology and dynamics of sporadic E layers observed by amateur radio by WenYu Hao, Tao Yu, Yang-Yi Sun, Jin Wang, LiHui Qiu

Get full text

A pilot study of Telco’s next generation IT architecture evolution: business function virtualization (BFV) by Wen QIAO, Xiaozheng WANG, Zhenqiang SUN, Gan REN, Yunxin LIU, Aidong YANG, Peng WANG, Da WANG, Xiaozhou YE, Ye OUYANG

“…With the development of information and communication technologies, traditional telecom business support systems (BSS) are facing the challenge of agilely meeting the flexible needs from business.Application scenarization, service standardization, technology componentization and resource sharing have gradually become the consensual features among the evolution of telecom BSS architectures.A business function virtualization (BFV)-based BSS architecture, which is based on cloud-native, micro-services, containers, and DevOps technologies, was proposed.By embedding four components into the architecture, including standardized virtual network functions, modular design orchestrator, micro-service management framework, and multi-plane elastic computing controller, the system is able to deploy unitized system and distributed cloud.Therefore, the requirements of flexible telecom business development and frequent evolution of the system could be satisfied by the proposed BFV-based BSS architecture.In other words, the lightweight delivery of IT technologies and agile business support could be fulfilled by using the proposed BFV-based BSS architecture, and the proposed architecture will eventually become the standard architecture of next generation telecom BSS.…”
Get full text

A pilot study of Telco’s next generation IT architecture evolution: business function virtualization (BFV) by Wen QIAO, Xiaozheng WANG, Zhenqiang SUN, Gan REN, Yunxin LIU, Aidong YANG, Peng WANG, Da WANG, Xiaozhou YE, Ye OUYANG

“…With the development of information and communication technologies, traditional telecom business support systems (BSS) are facing the challenge of agilely meeting the flexible needs from business.Application scenarization, service standardization, technology componentization and resource sharing have gradually become the consensual features among the evolution of telecom BSS architectures.A business function virtualization (BFV)-based BSS architecture, which is based on cloud-native, micro-services, containers, and DevOps technologies, was proposed.By embedding four components into the architecture, including standardized virtual network functions, modular design orchestrator, micro-service management framework, and multi-plane elastic computing controller, the system is able to deploy unitized system and distributed cloud.Therefore, the requirements of flexible telecom business development and frequent evolution of the system could be satisfied by the proposed BFV-based BSS architecture.In other words, the lightweight delivery of IT technologies and agile business support could be fulfilled by using the proposed BFV-based BSS architecture, and the proposed architecture will eventually become the standard architecture of next generation telecom BSS.…”
Get full text

A Spatio-Temporal Tensor Graph Neural Network-Based Method for Node-Link Prediction in Port Networks by Zhixin Xia, Zhangqi Zheng, Feiyang Wei, Yongshan Liu, Lu Yu

“…Therefore, to effectively utilize the information of the dynamic network and improve the prediction efficiency as well as the prediction accuracy, this paper proposes a spatio-temporal tensor graph neural network model, which learns graph structural features from both spatial and temporal aspects to capture the evolution of the dynamic network. …”
Get full text

Efficient Intrusion Detection System Data Preprocessing Using Deep Sparse Autoencoder with Differential Evolution by Saranya N., Anandakumar Haldorai

“…The efficiency of the transformation methods is evaluated with recursive Pearson correlation-based feature selection and graphical convolution neural network (G-CNN) methods.…”
Get full text

Self-Assembling Peptide–Co-PPIX Complex Catalyzes Photocatalytic Hydrogen Evolution and Forms Hydrogels by Nicholas Ryan Halloran, Abesh Banerjee, Giovanna Ghirlanda

“…Herein, we report a peptide-based system for light-driven hydrogen evolution from water under neutral conditions. The M1 peptide is an ABC triblock polymer featuring two coiled-coil alpha-helical regions flanking a water-soluble, polyanionic, intrinsically disordered region. …”
Get full text

Unveiling reductant chemistry in fabricating noble metal aerogels for superior oxygen evolution and ethanol oxidation by Ran Du, Jinying Wang, Ying Wang, René Hübner, Xuelin Fan, Irena Senkovska, Yue Hu, Stefan Kaskel, Alexander Eychmüller

Get full text

Adaptive evolution and functional significance of the PPARGC1A gene across diverse animal species by Seyed Mahdi Hosseini, Farman Ullah, Muhammad Zulfiqar Ahmad, Majid Pasandideh, Aixin Liang, Guohua Hua, Liguo Yang

Get full text

Bee‐Mediated Pollen Transport Across Five Urban Landscape Features: Buildings Are Important Barriers by Olivér I. Roper, Elsa Youngsteadt

Get full text

Fluvio-Karstic Development of the Masiro Canyon (Pervari) and Geomorphic Features of Its Surroundings by Halil Zorer, Yahya Öztürk

“…The Sinebel Creek valley network built on Neogene deposits was exposed to anticlinal uplift between Körkandil Mountain and Gülle Hill. …”
Get full text

StomachNet: Optimal Deep Learning Features Fusion for Stomach Abnormalities Classification by Muhammad Attique Khan, Muhammad Shahzad Sarfraz, Majed Alhaisoni, Abdulaziz A. Albesher, Shuihua Wang, Imran Ashraf

“…To mitigate this problem, we took advantage of two metaheuristic algorithms– Enhanced Crow Search and Differential Evolution. These algorithms are implemented in parallel to obtain optimal feature vectors. …”
Get full text

An efficient parallel runoff forecasting model for capturing global and local feature information by Yang-hao Hong, Dong-mei Xu, Wen-chuan Wang, Hong-fei Zang, Xiao-xue Hu, Yan-wei Zhao

“…However, research on how to efficiently identify the physical characteristics of runoff sequences and develop forecasting models that simultaneously address both global and local features of the sequences is still lacking. To address these issues, this study proposes a new PCPFN (PolyCyclic Parallel Fusion Network) prediction model that leverages the multi-periodic characteristics of runoff sequences and shares global features through a dual-architecture parallel computation approach. …”
Get full text

Epigenome profiling reveals distinctive regulatory features and cis-regulatory elements in pepper by Hongji Yang, Guorong Yu, Zhidong Lv, Tonghui Li, Xi Wang, Ying Fu, Zhangsheng Zhu, Guangjun Guo, Hang He, Ming Wang, Guochen Qin, Feng Liu, Zhenhui Zhong, Yan Xue

“…We generate stress responsive expression networks composed of potential transcription activators and their target genes. …”
Get full text

Feature Constraints Map Generation Models Integrating Generative Adversarial and Diffusion Denoising by Chenxing Sun, Xixi Fan, Xiechun Lu, Laner Zhou, Junli Zhao, Yuxuan Dong, Zhanlong Chen

“…The accelerated evolution of remote sensing technology has intensified the demand for real-time tile map generation, highlighting the limitations of conventional mapping approaches that rely on manual cartography and field surveys. …”
Get full text

Characterization of Wi-Fi Access Point Energy Consumption and the Impact of IEEE 802.11 Standard Evolutions by Hamidou Dembele

“…Addressing existing gaps in the literature, we first provide practical guidance for network engineers on how parameters such as transmit power, communication bandwidth, and standard evolution affect AP energy usage. …”
Get full text

Network Project Activities and Digital Tools for their Implementation by A. A. Belolobova

“…Features of the network project are considered, digital tools that are suitable for organizing network activities are described. …”
Get full text

AAAP gene family evolution and transcriptional regulation in Eucalyptus grandis under nitrogen, phosphate and boron deficiencies by Jiahui Wei, Yi Han, Huiming Xu, Lichuan Deng, Lu Li, Shasha Zhang, Ting Jiang, Yunzhuo Feng, Liuyin Ma

Get full text