Optimized AI and IoT-Driven Framework for Intelligent Water Resource Management by Mahmoud Badee Rokaya Mahmoud, Dalia Ismaeil Ibrahim Hemdan, Samah Hazzaa Alajmani, Raneem Yousif Alyami, Ghada Elmarhomy, Hassan Hashim, El-Sayed Atlam

“…Moreover, ontology-based feature structuring enhances interpretability, while hyperparameter tuning (GridSearchCV, Bayesian Optimization) and model compression techniques (pruning, quantization, knowledge distillation) ensure computational efficiency. …”
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Real-world data from the health decision maker perspective. What are we talking about? by Silvana Romio, Miriam Sturkenboom, Giovanni Corrao

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Spatial Distribution Characteristics and Relationships of Salt-Based Ions and Nutrients in Old Protected Vegetable Fields by Nanbiao Zhan, Haotian Yang, Jiayang Li, Xiaodi Shi, Binhao Yang, Yuhang Sun, Gengzi Guo, Xiumin Cui

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Balance Optimization of Energy Consumption and Running Time for Urban Metro Trains by WU Xiao-gang, CHEN Yu, GUO Hao-qi, DU Jiu-yu

“…The linear weighting method is used to quantitatively calculate the optimal cruise speed condition corresponding to the energy consumption and running time of the whole MT, and the energy saving potential of the MT is analyzed from a quantitative perspective to provide reference for the energy saving and efficient operation of the MTs. …”
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The Influence of Digital Advertising and Brand Awareness on Sales of Micro and Medium Enterprise Products Selling in Southern Borneo by Joe Ananda, Ullyia Akbar, Tina Lestari

“…This study employed a quantitative approach using the Slovin method and random sampling. …”
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Improved sub-band JND model with textural decomposition and its application in perceptual image coding by Ming-kui ZHENG, Kai-xiong SU, Wei-xing WANG, Cheng-dong LAN, Xiu-zhi YANG

“…Considering the compatibility and the auxiliary information which would affect the encoding efficiency, the JND model was adjusted to the quantization process and re-moved more visual redundancy. …”
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RECURRENT ANALYSIS OF ENERGY CONSUMPTION OF A METALLURGICAL ENTERPRISE by Anna Bakurova, Iryna Divocha, Kiyko Sergiy, Olesia Yuskiv

“…Confirmed on real data, the benefits of using the recursive analysis method for estimating electricity consumption, as well as more efficient modeling of this process, can lead to an increase in the accuracy of forecasting its future dynamics. …”
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CRISPR/Cas12a-based genome editing for cyanophage of Anabeana sp. by Shengjian Yuan, Yanchen Li, Chunhua Kou, YiChen Sun, Yingfei Ma

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Role of Charge Density of Polycations in DNA Complexation and Condensation by Jianxiang Huang, Yangwei Jiang, Dong Zhang, Jingyuan Li, Youqing Shen, Ruhong Zhou

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A framework for complex signal processing via synthetic biological operational amplifiers by Wenjun Cao, Lili Liu, Qingxu Sun, Yang Shan, Ye Chen

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Perceptions of 3R implementation in European animal research: A systematic review, meta-analysis, and meta-synthesis of barriers and facilitators. by Edwin Louis-Maerten, Aoife Milford, David M Shaw, Lester D Geneviève, Bernice S Elger

“…<h4>Results</h4>17 publications were included (eight quantitative, seven qualitative, two mixed-methods). …”
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Long-context inference optimization for large language models: a survey by TAO Wei, WANG Jianzong, ZHANG Xulong, QU Xiaoyang

“…However, long-text inference faces challenges such as high memory consumption and latency. To improve the efficiency of LLMs in long-text inference, a comprehensive review and analysis of existing optimization techniques were conducted. …”
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Motivation Levels of Administrative Employees at a Selected Government Department by Ashley Ntombi Bhuda, Cornelia Harmse

“… In regions across South Africa there is an urgent need for government departments to deliver high-quality services consistently. The efficient and timely delivery of government services to citizens is largely dependent on the critical role played by administrative employees. …”
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Perspective review: Will generative AI make common data models obsolete in future analyses of distributed data networks? by Jeffery L. Painter, Darmendra Ramcharran, Andrew Bate

“…Our approach would aim to enable efficient, real-time analyses across diverse datasets and enhance patient safety. …”
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Consumption, use and disposal patterns of electric devices among university students in Mar del Plata, Argentina by Greta Liz Clinckspoor, Maria Laura Zulaica

“…The production of electronic devices, based on the exploitation of non-renewable resources, requires novel strategies for the efficient recovery of valuable materials contained in the e-waste stream. …”
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Artificial intelligence in language learning: biometric feedback and adaptive reading for improved comprehension and reduced anxiety by Hang Yuan

“…A mixed-methods approach was employed, combining quantitative analyses of reading comprehension scores and psychological measures with qualitative exploration through focus group discussions. …”
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Phenome-wide heritability analysis of the UK Biobank. by Tian Ge, Chia-Yen Chen, Benjamin M Neale, Mert R Sabuncu, Jordan W Smoller

“…Here, we present a computationally and memory efficient heritability estimation method that can handle large sample sizes, and report the SNP heritability for 551 complex traits derived from the interim data release (152,736 subjects) of the large-scale, population-based UK Biobank, comprising both quantitative phenotypes and disease codes. …”
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Population Median Estimation Using Auxiliary Variables: A Simulation Study with Real Data Across Sample Sizes and Parameters by Umer Daraz, Fatimah A. Almulhim, Mohammed Ahmed Alomair, Abdullah Mohammed Alomair

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Effects of Biochar on Cadmium Availability, Nitrification and Microbial Communities in Soils with Varied pH Levels by Wei Zhao, Xiaoxu Cao, Hong Pan, Yanhong Lou, Hui Wang, Quangang Yang, Yuping Zhuge

“…This study aimed to elucidate pH-dependent variations in biochar-mediated cadmium (Cd) immobilization efficiency, nitrification activity, and bacterial community diversity across soils of contrasting pH levels, with mechanistic insights into the synergistic interplay between biochar properties and soil pH. …”
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Simulation analysis of superlattice half-order peaks caused by oxygen octahedral rotation in perovskite oxides by TAO Yajun, DONG Yongqi, SUN Zhe, LUO Zhenlin

“…The recent development of synchrotron radiation three-dimensional diffraction provides opportunities for efficient characterization of the superlattice half-order peaks corresponding to OOR, but quantitative analysis is still difficult.PurposeThis study aims to provide guidance for the measurement of OOR half-order peaks and lay a foundation for their quantitative analysis through a theoretical simulation of the half-order peak intensity.MethodsFirstly, a universal calculating formula for coordinates of all the oxygen ions in an OOR super cell was provided. …”
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