Enhancing Coverage and Efficiency in Wireless Sensor Networks: A Review of Optimization Techniques by Rajasekaran S, Shaik Mastan Vali

“…To address these issues, coverage optimization techniques are employed to maximize spatial coverage while minimizing energy consumption and deployment costs. …”
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Optimization Algorithm of Neural Network Structure Based on Adaptive Genetic Algorithm by XILiang, WANGRui dong

“…The structural design of neural network is one of the hot issues in neural network research The number of hidden layers and nodes has a great influence on the convergence speed and generalization ability of neural network Genetic algorithm is an adaptive optimization probability search algorithm formed by simulating biological heredity and evolution Its core idea is derived from the natural law of biological genetics and survival of the fittest, and it is a search algorithm with the iterative process of “survival + detection” However, the selection of genetic algorithm parameters is subjective, slow convergence and easy to fall into premature convergence To solve these problems, an adaptive genetic algorithm is proposed to find the optimal neural network structure The adaptive genetic algorithm selects the first n optimal individuals and adds a certain amount of random individuals in the optimization process of each iteration to update the population, and selfadaptive optimization of the search step size of the population can ensure the diversity of the population and improve the convergence rate at the same time Then we code and the structure of neural network processing, adaptive genetic algorithm, neural network structure optimization, so as to make the neural network as soon as possible to find the optimal network structure and parameters, in order to improve the accuracy of neural network. …”
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Characterization of a New Fiber from Cyperus Dichrostachus A.Rich Plant by Belete Baye, Tamrat Tesfaye

“…Natural fibers have been good substitute sources for swapping synthetic fibers and reinforcing polymer matrices because of their contributions in maintaining ecology, low energy requirement for processing, and maintaining sustainability issues. The aim of this study was to characterize a new fiber from Cyperus Dichrostachus A.Rich (CDA) plant. …”
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Precision in Special Education : Insights from a Systematic Review on Data-Based Decision Making by Afifah Nurul Karimah, Farida Kurniawati

“…A total of 54 articles were initially identified, and through a thorough screening process, 5 articles were included for in-depth review. …”
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Effective 3C Resource Utilization and Fair Allocation Strategy for Multi-Task Federated Learning by Chaofeng Zhang, Mianxiong Dong, Kaoru Ota

“…Firstly, a utility function based on convergence efficiency is proposed to reflect the physical benefits of processing AI tasks. Then, a fair allocation strategy consistent with the optimization goal is designed by modeling the task allocation process through virtual queue Lyapunov drift. …”
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Memory-optimized distributed utility mining for big data by Sunil kumar, Krishna Kumar Mohbey

“…We have proposed a parallel approach named distributed memory-optimized utility mining (DMOUM) for high utility-based frequent pattern mining to address this issue. A new pruning technique is implemented that greatly reduces processing time and memory use. …”
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GIS-based Spatial Analysis of the Evolution of Residential Developments; A Case-study of Sulaimani city, Iraq by Shaimaa Sarwar Mohammed, Hoshyar Qadir Rasul, Hussein Darweesh  Mohammed

“…These indicators were formulated in a questionnaire survey and determined the main aspects of the city through visualizing the process of historical evolution up to modern date. …”
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New and Existing Approaches Reviewing of Big Data Analysis with Hadoop Tools by Watheq Ghanim Mutasher, Abbas Fadhil Aljuboori

“…These basic media attribute Big data also to many issues, such as data collection, storage, moving, updating, reviewing, posting, scanning, visualization, Data protection, etc. …”
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Technology for Production of MSF-fuel – Direction Providing Transition to Circular Economy by B. M. Khroustalev, A. N. Pekhota, R. N. Vostrova, E. A. Pekhota

“…The paper provides characteristics of the main areas of use and processing of waste that have not found application in traditional technologies and energy. …”
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A Heterogeneous Image Registration Model for an Apple Orchard by Dongfu Huang, Liqun Liu

“…In this context, significant differences in lighting and leaf occlusion in orchards can result in inaccurate feature extraction during heterogeneous image registration. To address these issues, this study proposes an AD-ResSug model for heterogeneous image registration. …”
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METHODOLOGY OF STUDY OF GRAIN SUB-COMPLEX DURING GLOBALIZATION by O. V. Sidorenko

“…Consideration of these and other issues makes the claimed scientific field especially urgent. …”
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In-chip critical plasma seeds for laser writing of reconfigurable silicon photonics systems by Andong Wang, Amlan Das, Vladimir Yu Fedorov, Pol Sopeña, Stelios Tzortzakis, David Grojo

“…To achieve highly localized and reliable processing, we create plasma seeds with tightly focused pre-ionizing femtosecond pulses. …”
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Green Sourcing: Supplier Assessment and Selection Practices across Industries by Emmanuel D. Adamides, Yannis Mouzakitis

“…Based on the prevailing perspective of supplier selection as a purely decision-making problem, this interest has been channeled towards the development of decision-support methods and tools. Other broader issues, such as whether there are converging or diverging green supplier evaluation and selection organizational processes across industries has not been addressed. …”
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The legal rules of the European Union and the United States on artificial intelligence and human rights by Magdalena Butrymowicz

“…It is imperative that artificial intelligence is designed to be completely impartial and solely analyses the data entrusted to it for processing. Moreover, it should be capable of learning from its mistakes and being free of the emotions associated with human relationships. …”
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Synthetic GPR datasets to evaluate hybridization inverse approach for pavement tack coat characterization—Geometrical and physical parametric studyDataverse by Grégory Andreoli, Amine Ihamouten, Xavier Dérobert

“…The quality of the bond between the wearing course and the binder course is a key factor in limiting issues such as delamination, stripping, etc. The use of non-destructive testing (NDT) methods, such as electromagnetic wave propagation combined with a hybrid data processing approach—machine learning and Full-Waveform Inversion—has recently demonstrated its effectiveness [1]. …”
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An Efficient Evolutionary Task Scheduling/Binding Framework for Reconfigurable Systems by A. Al-Wattar, S. Areibi, G. Grewal

“…Several embedded application domains for reconfigurable systems tend to combine frequent changes with high performance demands of their workloads such as image processing, wearable computing, and network processors. …”
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Patients’, clinicians’ and developers’ perspectives and experiences of artificial intelligence in cardiac healthcare: A qualitative study by Lesley Baillie, Adele Stewart-Lord, Nicola Thomas, Dan Frings

“…Participants discussed the need for human input and empathy within healthcare, transparency about AI use, and issues around trusting AI. Participants considered AI's role as assisting diagnosis but not replacing clinician involvement. …”
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Subjective and Objective Quality Assessment of Image: A Survey by Pedram Mohammadi, Abbas Ebrahimi-Moghadam, Shahram Shirani

“…Furthermore, a brief introduction to 3-D IQA is provided and the issues related to this area of research are reviewed.…”
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Utilising cottonseed in animal feeding: A dialectical perspective by Wenjing Wang, Jun Li, Juncheng Liu, Maozhi Ren, Fuguang Li

“…Natural alternatives can help mitigate these issues, for example, by incorporating plant‐derived metabolites containing appropriate concentrations of natural antibiotics and health‐promoting agents into feed supplements. …”
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Research on Fault Diagnosis Method for Rotating Machinery Based on Edge Computing by Mo Chen, Chao Ge, Qirui Yang, Zhe Wei

“…Rotating machinery, as a vital and inevitable component in industrial production and processing, plays a crucial role in ensuring the normal operation of production processes. …”
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