Heterogeneous transfer learning model for improving the classification performance of fNIRS signals in motor imagery among cross-subject stroke patients by Jin Feng, YunDe Li, ZiJun Huang, Yehang Chen, SenLiang Lu, RongLiang Hu, QingHui Hu, YuYao Chen, XiMiao Wang, Yong Fan, Jing He

“…IntroductionMotor imagery functional near-infrared spectroscopy (MI-fNIRS) offers precise monitoring of neural activity in stroke rehabilitation, yet accurate cross-subject classification remains challenging due to limited training samples and significant inter-subject variability. …”
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Data-Driven Mobility System for Vehicular Communication: A Step Towards Transport Resilience in Intelligent Transport Systems by Maryam Gillani, Hafiz Adnan Niaz, Beatriz Martinez-Pastor

“…The validated results have shown that the given data information system is accomplishing higher performance with optimal resource utilization with rich and time-efficient data communication ranging from 70% to 94% based on architectural complexities and traffic ratios.…”
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Design of Big Data Intelligent Operation and Maintenance Platform for Urban Rail Transit Signaling System by ZHANG Chong, HUANG Mengtao, AI Xin

“…The application of this platform reduces data redundancy within the signaling system, simplifies the complexity of maintaining signal equipment information, enhances resource utilization, and improves the convenience for maintenance personnel in data reviewing.…”
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Extraction of natural antioxidants from Moroccan saffron (Crocus sativus L.) using ultrasound-assisted extraction: An optimization approach with box-behnken design by Chaimae Slimani, Mouhcine Fadil, Chaimae Rais, Laila El-hanafi, Meryem Benjelloun, Hyeong-Moo Shin, John P. Giesy, Abderrahim Lazraq, Mahmoud M.A. Abulmeaty, Khalid M. Almutairi, Mourad A.M. Aboul-Soud

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Research progress on energy metabolism regulation in stored platelets by GAO Chengyan, LOU Can, LEI Hang, CAI Xiaohong

“…In addition to glycolysis, platelets can also utilize glycogen and fatty acids as additional energy sources. …”
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Opportunistic spectrum accessing joint distance with service characteristics in IOT networks by Jun SUN, Hong-bo ZHU

“…An accessing scheme which combines distance with service for the applications in IOT networks was proposed.First,a channel-availability list based on the distance relationship between system and non-system users was built.The list provided a priority of each channel for non-system users.Then the service-matched expression between the IOT user and the liscensed user was proposed.Based on the list and the expression,a interfrence-driven utility function was defined.Finally,the accessing scheme was optimized from the cross-layer design point of view.It was proved that the scheme guaranteed both the interference suppression and the resource sharing in IOT based on the QoS requirements.…”
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Ultrasound-Assisted Ferritin Extraction from Northern Pike Liver: An Innovative Approach for Chlorogenic Acid Encapsulation with Enhanced Thermal Stability by Zhikun Xing, Yi Wang, Yabo Wei, Xin Guo, Xiaoyue Liang, Xiaorong Deng, Lianfu Zhang, Jian Zhang

“…The findings highlight the dual advantage of sustainable resource utilization and advanced delivery system development through this biotechnological approach.…”
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PUBLIC IMPRESSIONS OF THE USE OF SHARIA PEER-TO-PEER LENDING IN PREVENTING ILLEGAL ONLINE LOAN FRAUD by Nurul Aisah, Nur Rahmawati, Sisca Dian Rahmawati, Dewangga Eka Syahputra, Aulia Galuh Ani Sekar Arum

“…The employed methodology is a mixed methods research strategy, specifically quantitative utilizing the TAM model and qualitative through structured interviews, aimed at acquiring deeper insights from relevant sources. …”
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240 An environmental scan of translational science storytelling in a Clinical Translational Science Award Hub by Boris Volkov, Martin-Gatton Jennifer Cieslak

“…We triangulated data from diverse data sources: grant applications, reports, and publications; public stories/news related to CTSI activities and impact; scientific publications; organizational/policy documents; and interviews with CTSI stakeholders featured in published sources. …”
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Advances in In Vitro and In Vivo Bioreactor-Based Bone Generation for Craniofacial Tissue Engineering by Emma Watson, Antonios G. Mikos

“…In vivo bioreactors utilize the patient’s own body as a source of cells and of nutrient transfer and involve the implantation of a scaffold with or without growth factors adjacent to vasculature, followed by the eventual transfer of vascularized, mineralized tissue to the defect site. …”
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Sustainable optimization of high specific surface area Spartina alterniflora biochar for Rhodamine B removal and mechanism by Weiling Yu, Zhouyun Xie, Ni Zhang, Li Tang, Jingfen Xia, Jien Ye, Xuran Liu, Dongbo Wang, Guojing Yang

“…These results underscore the viability of KBC as a promising candidate for water purification, demonstrating its potential to eliminate RhB from polluted waters for sustainable cleanup efforts effectively and the resource utilization of waste.…”
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Integrating FPGA-Based Acceleration in Industrial Motion Control System by Claudio Rubattu, Antonio Ledda, Francesco Ratto, Chaitanya Jugade, Dip Goswami, Francesca Palumbo

“…Moreover, the resulting accelerator performance and resource utilization demonstrate the possibility of reaching state-of-the-art metrics of handwritten hardware designs while allowing for higher abstraction and productivity of the design process.…”
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Network Efficient Hierarchical Authentication Algorithm for Secure Communication in IoT and IoE by Abhiram Sharma, R. Suganya, P. B. Krishna, Rudra Raj, Raja Kumar Murugesan

“…Adding to that is the advanced block reordering techniques and circular right shift operations further enhance security while minimizing computational overhead, making the proposed algorithm ideal for resource-constrained IoT environments. Our research demonstrates that NEHA provides higher efficiency, lower latency, and better resource utilization compared to AES, Triple-DES, and similar algorithms, making it a superior choice for the evolving demands of IoT and IoE networks. …”
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Farming system typology construction for the adoption of new technologies in north-west India by KARTIK SHARMA, SOHAN SINGH WALIA, JASHANJOT KAUR, RAKSHIT BHAGAT, JAYANTA LAYEK

“…Using multivariate statistical techniques, structural and functional farm characteristics were analysed to construct specific farm typologies. …”
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Study on Conventional and Rheological Properties of Corn Stalk Bioasphalt/PPA Composite Modified Asphalt by Fuhai Wang, Tuo Huang, Gongfeng Xin, Minghao Mu, Quanjun Shen

“…In order to solve this problem and facilitate the waste utilization and resource conservation, the corn stalk bioasphalt/PPA composite modified asphalt was proposed. …”
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The Relationship Between Supply Environment, Supply Chain Integration and Performance Considering Opportunistic Behaviors by Abbas َAsadi, safanaz Heidari

“…This research employed a goal-oriented approach and utilized a descriptive-correlational design for its data collection procedure.…”
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MSC-sEVs exacerbate senescence by transferring bisecting GlcNAcylated GPNMB by Yihan Ma, Chongfu Zhao, Jingjing Feng, Junjie Gou, Enci Kang, Feng Guan, Qiong Wu, Xiang Li

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Lignocellulosic-based hydrochars: Synthesis, characterization and application in water decontamination by Jonathan Michel Sánchez-Silva, Angélica Aguilar-Aguilar, Diakaridia Sangaré, Raúl Ocampo-Pérez

“…The utilization of lignocellulosic biomass for the production of carbonaceous materials has become increasingly prominent in the fields of environmental engineering and the circular economy. …”
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Recent advances in additive manufacturing for solar cell based on organic/inorganic hybrid materials by Ziyue Ju, Ruichan Lv, Anees A. Ansari, Jun Lin

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Livestock Production Challenges and Improved Forage Production Efforts in the Damot Gale District of Wolaita Zone, Ethiopia by Shimelis Mengistu, Ajebu Nurfeta, Adugna Tolera, Melkamu Bezabih, Abera Adie, Endalkachew Wolde-meskel, Mesfin Zenebe

“…Strong extension services and efficient input delivery for farmers are vital to support profitable livestock production and resource utilization.…”
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