Real-Time Acoustic Scene Recognition for Elderly Daily Routines Using Edge-Based Deep Learning by Hongyu Yang, Rou Dong, Rong Guo, Yonglin Che, Xiaolong Xie, Jianke Yang, Jiajin Zhang

“…This architecture provides an efficient, reliable, and user-friendly solution for real-time acoustic scene monitoring in elderly care.…”
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High-Fold 3D Gaussian Splatting Model Pruning Method Assisted by Opacity by Shiyu Qiu, Chunlei Wu, Zhenghao Wan, Siyuan Tong

“…To address this, 3D Gaussian Splatting (3DGS) has emerged as an efficient alternative, utilizing Gaussian-based representations and rasterization techniques to achieve faster rendering speeds without sacrificing image quality. …”
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Engineering a multi model fallback system for edge devices by Gaurav Kadve, Abishi Chowdhury, Vishal Krishna Singh, Amrit Pal

“…The growing deployment of machine learning applications in edge environments, such as IoT devices and embedded systems, has highlighted the need for efficient, resource-aware systems for edge environments. …”
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FPG-AI RNN: A Technology-Agnostic Framework for the Automatic Acceleration of LSTM/GRU-Based Models on FPGAs by Tommaso Pacini, Pietro Nannipieri, Silvia Moranti, Luca Fanucci

“…FPGAs have emerged as an efficient technology for accelerating these algorithms, especially in resource- and power-constrained platforms such as edge devices. …”
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High-Performance and Lightweight AI Model with Integrated Self-Attention Layers for Soybean Pod Number Estimation by Qian Huang

“…<b>Methods:</b> To address these challenges, this study presents a set of lightweight, efficient AI models designed to overcome these limitations. …”
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A Digital Simulation Model of Broadband Phased Array RF System and Its Application by Jia Ding, Huaizong Shao, Jianxing Lv, Fake Ding

“…The model research and integrated simulation software construction of the broadband phased array RF system provide an efficient and accurate simulation tool for system design and optimization.…”
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Development of a Vaping Machine for the Sampling of THC and CBD Aerosols Generated by Two Portable Dry Herb Cannabis Vaporisers by Laura Carrara, Christian Giroud, Nicolas Concha-Lozano

“…However, the delivery kinetics and efficiency of most portable vaporisers are not fully characterised with an appropriate vaping regime. …”
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EXPENDITURE ON SPORTS AND LEISURE BY THE GOVERNMENT OF THE STATE OF PIAUÍ by Edmilson Santos dos Santos, Luciano Juchem, Luiz Alcides Ramires Maduro

“…ABSTRACT The present study aimed to analyze the participation of the government of Piauí in the bottom-up funding of sport and leisure public policies from 2013 to 2017, embracing four aspects: (1) comparison of expenditure with tax revenue; (2) comparison of expenditure with other social agendas, notably Social Assistance and Culture; (3) identifying the spending behavior regarding subfunctions; (4) analyzing the efficiency in resource liquidation comparatively. Quantitative data were collected from the National Treasure website and submitted to descriptive statistics. …”
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Multipolar Interval-Valued Neutrosophic Soft Set for Integrating Sustainability into Logistics: A Performance-Based Evaluation of Green Supply Chains by Limin Wu

“…These indicators ranged from energy efficiency and carbon emissions reduction to green procurement and digital monitoring. …”
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Specific Management of IT-Projects by Y. V. Lyandau, A. S. Butkevich

“…Agile-methods take into account all specific features of project management for developing and introducing information technologies. Efficiency of flexible methodologies of IT-project management was proved by a number of qualitative and quantitative investigations.…”
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Novel Quantification Method for Lithium Ion Battery Electrolyte Solvents in Aqueous Recycling Samples Using Solid‐Phase Extraction/Gas Chromatography‐Flame Ionization Detection by Julius Buchmann, Yixin Song, Simon Wiemers‐Meyer, Martin Winter, Sascha Nowak

“…Efficient recycling processes of lithium ion batteries are critical for advancing the sustainability of this technology. …”
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An adaptive hexagonal deployment model for resilient wireless sensor networks in precision agriculture by Zhang Yinjun

“…Complementing this, the decentralized real-time adaptation empowers individual nodes to autonomously respond to the ever-changing environmental conditions, optimizing data transmission efficiency. Quantitative results from the simulations exhibit outstanding performance metrics. …”
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Authenticity in bakery products: Detection of pistachio fraud using NGS metabarcoding by Sina Rammouz, Anne Reichstein, Jochen Riehle, Ansgar Ferner, Markus Fischer, Christian Schäfers

“…By preparing analytical control samples, matrix effects could be observed and included in the semi-quantitative analysis. We successfully applied the method and demonstrated the high potential of NGS technologies for routine food authentication, offering a cost- and time-efficient solution for high-throughput sample analysis.…”
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Prospects for Implementation of Autonomous Vehicles and Associated Infrastructure in Developing Countries by Teshome Kumsa Kurse, Girma Gebresenbet, Geleta Fikadu Daba

“…The quantitative analysis revealed high levels of perceived usefulness (78.8%), positive attitudes (87.78%), and expected benefits (86.09%) among respondents, indicating optimism about AVs’ potential to improve traffic efficiency and safety. …”
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Pemeriksaan Operasional Terhadap Aktivitas Produksi Percetakan Koran Pikiran Rakyat Untuk Meningkatkan Efektivitas dan Efisiensi Aktivitas Produksi by Felina Kusnakhin, Melissa Isabella Senastra

“…Meanwhile, data processing technique which is used in this research are divided into two parts, quantitative analysis and quantitative analysis to know how much loss in production division caused by waste.The result revealed that production activity in PT PR hasn’t been efective and efficient that makes impact on so many waste. …”
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Strategic Management of Multiculturalism for Social Sustainability in Hospitality Services: The Case of Hotels in Athens by Michalis Skordoulis, Olga Patsatzi, Stavros Kalogiannidis, Christina Patitsa, Aristidis Papagrigoriou

“…Multicultural communication enhances collaborative and conflict-solving skills, and efficient multicultural management enhances teamwork and organizational outcomes. …”
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Ozone treatment effectively eliminates SARS-CoV-2 from infected face masks. by Elizabeth Córdoba-Lanús, Omar García-Pérez, Francisco Rodríguez-Esparragón, Carlos J Bethencourt-Estrella, Laura B Torres-Mata, Angeles Blanco, Jesús Villar, Oscar Sanz, Juan J Díaz, José L Martín-Barrasa, Pedro Serrano-Aguilar, José-Enrique Piñero, Bernardino Clavo, Jacob Lorenzo-Morales

“…The global shortage of medical and personal protective equipment (PPE) in specialized centers during the outbreak demonstrated the need for efficient methods to disinfect and recycle them in times of emergency. …”
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Fish feeding behavior recognition via lightweight two stage network and satiety experiments by Shilong Zhao, Kewei Cai, Yanbin Dong, Guanbo Feng, Yuqing Wang, Hongshuai Pang, Ying Liu

“…Computer vision, as a non-invasive and efficient approach, has made significant strides in this domain. …”
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A Hybrid Graph-Based Risk Assessment and Attack Path Detection Model for IoT Systems by Ferhat Arat, Sedat Akleylek, Zaliha Yuce Tok

“…However, identifying vulnerable nodes within the system, individually assessing devices, and performing compact and efficient analyses of the entire topology remain underexplored areas. …”
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Comprehensive Review of Enterprise Resource Planning (ERP) Systems And Performance Management Integration In Healthcare by Al-Assaf Karam, Alzahmi Wadhah, Ahmed Vian, Bahroun Zied

“…This review is particularly relevant for healthcare administrators, policymakers, and system integrators, offering insights to optimize operational efficiency, allocate resources, and align ERP adoption with strategic goals. …”
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