Federated Learning for All: A Reinforcement Learning-Based Approach for Ensuring Fairness in Client Selection by Saeedeh Ghazi, Saeed Farzi, Amirhossein Nikoofard

“…The method integrates data and system heterogeneity, along with selection history, into the reward function, and leverages Jain’s fairness index to balance selection frequency with client diversity. …”
Get full text

The Significance of Personality-Oriented Technology in Higher Education in Ukraine by Olha Dienichieva, Iryna Biliak, Natalia Plakhotniuk, Тetiana Verhun, Kateryna Parnus

“…The research focuses on analyzing the application of digital tools, adaptive learning platforms, and AI-based educational resources to enhance individualized learning processes and support student engagement. …”
Get full text

Unraveling the Scale Dependency of SIF-Based Phenology: Amplified Trends and Climate Responses by Xiufeng Chen, Yanbin Yuan, Tao Xiong, Sicong He, Heng Dong

Get full text

Exploring Dynamic Mechanisms of Spatial Production and Transformational Development in Urban Villages: A Case Study of Gaopu Village in Xiamen City, China by Xiao Ming, Yin Chenyu, Li Xueping, Yang Sisheng

“…The transformation of Gaopu Village offers important insights for other urban villages: to achieve benign and autonomous development, it is necessary to explore and fully utilize intrinsic resources, particularly cultural resources, and construct a transformation mechanism where internal and external dynamics mutually reinforce and synergize each other. …”
Get full text

Global trends and regional disparities in the burden of headache disorders, 1990–2021: a comprehensive analysis of the global burden of disease study by Yuanyuan Rui, Bing Wu, Qian Li, Kai Zhang

“…BackgroundHeadache disorders significantly impact health and functioning, yet studies on their global burden across all age groups are limited. …”
Get full text

The First Steps to Building Research Collaborative Using Strength-Based Assessments and GIS Maps with a Sample of Community-Based Organizations in the Bronx, NY by María Isabel Roldós, Jaye Jones, Jocelyn Rajaballey

“…Conclusion: This analysis suggests that CBOs center their resources to function as a leader in the Bronx and have identified the need to expand services during the pandemic. …”
Get full text

Nyai Hannah and the Qur’anic Preaching in Indonesian Social Media by Kholila Mukaromah, Ika Silviana, Nabila An'imatul Maula, Subkhani Kusuma Dewi

“…In her contents, she utilizes various resources -symbolic, social, and material- to optimize her preach. …”
Get full text

Mapping the genetic landscape establishing a tumor immune microenvironment favorable for anti-PD-1 response by Daniel A. Skelly, John P. Graham, Mingshan Cheng, Mayuko Furuta, Andrew Walter, Thomas A. Stoklasek, Hongyuan Yang, Timothy M. Stearns, Olivier Poirion, Ji-Gang Zhang, Jessica D.S. Grassmann, Diane Luo, William F. Flynn, Elise T. Courtois, Chih-Hao Chang, David V. Serreze, Francesca Menghi, Laura G. Reinholdt, Edison T. Liu

“…Summary: Identifying host genetic factors modulating immune checkpoint inhibitor (ICI) efficacy is experimentally challenging. Our approach, utilizing the Collaborative Cross mouse genetic resource, fixes the tumor genomic configuration while varying host genetics. …”
Get full text

Integrating Phenological Priors with Deep Spatio-Temporal Features for tree species mapping by Z. Ma, N. Zhu, Z. Dong, R. Chen, B. Yang, Z. Chen, C. Long, R. Ding

Get full text

Algorithms to Identify Copied and Manipulated Spectrum Occupancy Data in Cognitive Radio Networks by Joseph Tolley, Carl B. Dietrich

“…Additionally, we recommend utilizing a cosine similarity function with Elasticsearch to search for manipulated spectrum data and exact copies when sufficient computational resources are available.…”
Get full text

Phosphoglucomutase A-mediated metabolic adaptation is essential for antibiotic and disease persistence in Mycobacterium tuberculosis by Taruna Sharma, Shaifali Tyagi, Rahul Pal, Jayendrajyoti Kundu, Sonu Kumar Gupta, Vishawjeet Barik, Vaibhav Kumar Nain, Manitosh Pandey, Prabhanjan Dwivedi, Bhishma Narayan Panda, Yashwant Kumar, Ranjan Kumar Nanda, Samrat Chatterjee, Amit Kumar Pandey

“…This is done by utilization of a highly flexible and integrated network of metabolic pathways. …”
Get full text

Unveiling Salt Tolerance Mechanisms and Hub Genes in Alfalfa (<i>Medicago sativa</i> L.) Through Transcriptomic and WGCNA Analysis by Fengdan Wang, Hanfu Wu, Mei Yang, Wen Xu, Wenjie Zhao, Rui Qiu, Ning Kang, Guowen Cui

“…This also provides valuable genetic resources for better utilization of saline–alkali land. …”
Get full text

ANALYSIS OF ECOTOURISM AND DISASTER MITIGATION DATA AT THE KUALA LANGSA MANGROVE FOREST BY USING THE ANALYTIC HIERARCHY PROCESS by Salmawaty Arif, Nanda Akmalia

“…The role of the local government has resulted: developed the programs according to the existing mangrove management law that reached 67% among other law related indicators; budget allocation priority by self-generating which get priority of 59% among budget indicators; oriented on the increasing of fishermen, obtained 49% of economical function elements; encouraged the involvement and partnership of the local resources around the mangrove forest which reached 31% among other programs offered and sustainability approach by considering ecological functions aspect. …”
Get full text

Memory-Saving Implementation of High-Speed Privacy Amplification Algorithm for Continuous-Variable Quantum Key Distribution by Dengwen Li, Peng Huang, Yingming Zhou, Yuan Li, Guihua Zeng

“…Here, we propose a novel privacy amplification scheme with an optimal hash function. In particular, by utilizing the linear feedback shift register (LFSR) technique, we optimize and simplify the construction of the Toeplitz matrix. …”
Get full text

Climate Change Impacts on Winter Wheat Yield in Northern China by Xiu Geng, Fang Wang, Wei Ren, Zhixin Hao

Get full text

LH Gene Cloning, Sequence Feature Analysis and Prokaryotic Expression in Conger myriaster by Yan CHEN, Bao SHI, Chenggang WANG, Wanjun BO, Kewen YAN, Meijun TAO, Xinyu ZHAO, Xiaodong MA

“…Conger myriaster is an economic valuable fishery resources in the seas surrounding China, Korea, and Japan. …”
Get full text

A two-stage model of the fuzzy analytic hierarchy process and the fuzzy synthetic evaluation technique to prioritize sustainable sanitation services under uncertainty by Shaher Zyoud, Siwar M. Omair, Susan A. Jarrad

“…Environmental risks account for 12.40%, utilities’ competency (11.5%), and industrial wastes risks (8.72%). …”
Get full text

Forecasting formation density from well logging data based on machine learning model by Xiankang Cheng, Haoyu Zhang, Haoyu Zhang

Get full text

The responses of vegetation water use efficiency to biomass density and CO2 balance in dryland of Central Asia during 21st century by Alphonse Kayiranga, Xi Chen, Xuexi Ma, Dative Ingabire, Tie Liu, Yaoming Li, Emeka Edwin Igboeli, Eldiiar Duulatov, Hubert Hirwa, Clement Nzabanita, Ping Hu

“…Water-use efficiency (WUE) is a critical component that links plant carbon (CO2) and water cycles through various aspects of plant ecosystem functioning. However, the variations of plant CO2 in response to water use efficiency (WUE) across temperate dryland ecosystems remains inadequately understood. …”
Get full text

Enhancing Cybersecurity Through Fusion of Optimization With Deep Wavelet Neural Networks on Denial of Wallet Attack Detection in Serverless Computing by P. Renukadevi, Sibi Amaran, A. Vikram, T. Prabhakara Rao, Mohamad Khairi Ishak

“…Deep learning (DL) models show strong potential in detecting DoW attacks, where attackers disrupt services by exploiting system resources. By utilizing advanced neural network architectures, DL methods can identify complex patterns in network traffic, offering enhanced accuracy and resilience against such attacks. …”
Get full text