A Survey on Machine Learning Enhanced Integrated Sensing and Communication Systems: Architectures, Algorithms, and Applications by Mikael Ade Krisna Respati, Byung Moo Lee

“…This technology utilizes the same communication resources for communicating and sensing within the same framework, enabling more efficient use of resources. …”
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A Spatial Estimation of Groundwater Recharge in Southern Ontario, Canada by Abdelhaleem Khader

“…Efficient management of groundwater resources is needed, due to their importance and susceptibility to depletion and contamination. …”
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Development of photodynamic therapy in treating oral diseases by Ling Wang, Qiang Chen, Dan Liu

“…PDT consists of three essential components: photosensitizer (PS), a light source with a certain wavelength, and oxygen dissolved in the cells. …”
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CNN-Based Multi-Object Detection and Segmentation in 3D LiDAR Data for Dynamic Industrial Environments by Danilo Giacomin Schneider , Marcelo Ricardo Stemmer

“…This paper proposes a novel approach utilizing Convolutional Neural Networks (CNNs) for multi-object detection in 3D space and 2D segmentation using bird’s eye view (BEV) maps derived from 3D Light Detection and Ranging (LiDAR) data. …”
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Research on bearing fault feature transfer diagnosis based on balanced distribution adaptation under feature fusion by Lulu Wang, Yongqi Li, Chunyi Zhang, Ralph Gerard Sangalang

“…Principal Component Analysis (PCA) is then utilized to reduce the dimensionality of the high-dimensional features, preserving the main information while reducing computational complexity. …”
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Evacuation decision-making in fire Situation: Base on eye movement experiment in physical and virtual environments by Jiguang Shi, Ning Ding, Ziheng Zhang

“…The findings reveal that safety evacuation signs are the primary source of information for individuals on the fire scene. …”
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Research on control strategy for energy management of hydrogen-electric hybrid vehicles in urban rail transit applications based on fuzzy control by LI Hongwei, CHEN Limei, GAO Yang, WANG Jian, SHI Lei, XIANG Weiran

“…The hydrogen-electric hybrid has emerged as the most promising power source for the transformation and upgrading of rail transit owing to its high efficiency and zero carbon emission. …”
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Microgrid Resilience Enhancement with Sensor Network-Based Monitoring and Risk Assessment Involving Uncertain Data by Tangxiao Yuan, Kossigan Roland Assilevi, Kondo Hloindo Adjallah, Ayité Sénah A. Ajavon, Huifen Wang

“…This paper focuses on enhancing the resilience of microgrids—localized power systems that integrate multiple energy sources—against challenges such as natural disasters, technological obstacles, and human errors. …”
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Solving Phosphorus Fertilization-Related Drip Irrigation Emitter Clogging by Adding Mn²⁺ by Tianyu Xu, Sanlin Bao, Qiuyue Yu, Yu Gao

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HECS4MQTT: A Multi-Layer Security Framework for Lightweight and Robust Encryption in Healthcare IoT Communications by Saud Alharbi, Wasan Awad, David Bell

“…However, securing sensitive health data while maintaining system efficiency of resource-constrained IoT devices remains a critical challenge. …”
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Decellularized Green and Brown Macroalgae as Cellulose Matrices for Tissue Engineering by Caitlin Berry-Kilgour, Indrawati Oey, Jaydee Cabral, Georgina Dowd, Lyn Wise

“…These findings demonstrate the potential of <i>E. radiata</i>-derived cellulose scaffolds for skin tissue engineering and highlight the influence of macroalgae ECM structures on decellularization efficiency, cellulose matrix properties, and scaffold utility.…”
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Evaluation of nitrogen fixation in the marine purple photosynthetic bacterium Rhodovulum sulfidophilum under autotrophic and heterotrophic conditions by Miki Suzuki, Tomokazu Shirai, Shamitha Rao Morey-Yagi, Akihiko Kondo, Keiji Numata

“…They are predominantly mixotrophs capable of utilizing both organic and inorganic carbon sources for growth. …”
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An ensemble approach for spam detection in Arabic opinion texts by Radwa M.K. Saeed, Sherine Rady, Tarek F. Gharib

“…The detection of spam reviews in Arabic online sources is a relatively new topic despite the relatively huge amount of data generated. …”
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A New 13-Level Flying Capacitor-based 1-φ Inverter with Full Reactive Power Support by Jaber Fallah Ardashir, Mahdi Gasemi, Behrouz Rozmeh

“…In addition, the theoretically losses are calculated to show the efficiency of the proposed topology in various powers. …”
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Recycling Agricultural Waste: Sustainable Solutions for Enhancing Livestock Nutrition by Mohsen Kazemi

“…These findings highlight the economic and sustainability benefits of utilizing agricultural BPs in livestock feeding practices. …”
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Spatiotemporal Patterns and Driving Factors of Carbon Footprint in Coastal Saline Cropland Ecosystems: A Case Study of the Yellow River Delta, China by Yang Li, Dingwen Zhang, Ying Wen, Xiaoling Liu, Yi Zhang, Guangmei Wang

“…Although developing and utilizing saline land can boost productivity, it also impacts greenhouse gas (GHG) emissions. …”
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A large language model for advanced power dispatch by Yuheng Cheng, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Yuji Cao, Chao Yang, Xinlei Cai

“…We have developed a novel dataset construction technique that harnesses various data sources to fine-tune GAIA for optimal performance in this domain. …”
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Optimization of energy consumption in mobile Ad-Hoc networks with a swarm intelligence-based ABC algorithm by Vijay U. Rathod, Shyamrao V. Gumaste, Ramakrishna Guttula, Shrikant Zade, Ramanpreet Singh

“…The proposed BEE Inspired Dynamic Source Routing (BEEDSR) protocol enhances energy efficiency by utilizing the ABC algorithm to determine the most energy-efficient path between source and destination nodes. …”
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A Lean Six Sigma, Industry 4.0 and Circular Economy-driven methodology for wine supply chain process improvement by Alessandro Zironi, Pamela Danese, Pietro Romano, Roberto Zironi

“…The methodology has been tested in a real case to evaluate its utility for practice and relevance. …”
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Addressing Sensor Data Heterogeneity and Sample Imbalance: A Transformer-Based Approach for Battery Degradation Prediction in Electric Vehicles by Bi Wu, Shi Qiu, Wenhe Liu

“…The findings have important implications for enhancing the reliability and economic efficiency of electric vehicle battery management systems.…”
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