Software Integration of Power System Measurement Devices with AI Capabilities by Victoria Arenas-Ramos, Federico Cuesta, Victor Pallares-Lopez, Isabel Santiago

“…The platform must meet the requirements of synchronism and scalability needed when working with electrical monitoring devices while considering the large volumes of data that these devices generate. …”
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Faster model-based estimation of ancestry proportions by Santander, Cindy G., Refoyo Martinez, Alba, Meisner, Jonas

“…Likelihood-free approaches optimize a least square objective and have gained popularity in recent years due to their scalability. However, this comes at the cost of accuracy in the ancestry estimates in more complex admixture scenarios. …”
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From phylogenomics to breeding: Can universal target capture probes be used in the development of SNP markers for kinship analysis? by Kedra M. Ousmael, Ole K. Hansen

“…Variants were called within species, and genomic relatedness analysis was conducted in species with two or more families. Scalability via amplicon sequencing was tested by designing primers and testing them in silico. …”
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Edge or Cloud Architecture: The Applicability of New Data Processing Methods in Large-Scale Poultry Farming by Gergo Toth, Sandor Szabo, Tamas Haidegger, Marta Alexy

“…Combining edge and cloud solutions allows for the robustness and immediate response of edge computing while still leveraging cloud systems’ advanced analytical capabilities and scalability.…”
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Advanced Shuttle Strategies for Parallel QCCD Architectures by Weining Dai, Kevin A. Brown, Thomas G. Robertazzi

“…Trapped ions (TIs) are at the forefront of quantum computing implementation, offering unparalleled coherence, fidelity, and connectivity. However, the scalability of TI systems is hampered by the limited capacity of individual ion traps, necessitating intricate ion shuttling for advanced computational tasks. …”
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FTNet-HiLa: An adaptive multimodal histopathological image categorization network by Shuo Yin, Dong Zhang, YongKang Zhang, Xing Zhao, XuYing Zhao

“…These findings highlight the improved performance of ViT models with HiLa and its scalability to multimodal applications.…”
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GNN-EADD: Graph Neural Network-Based E-Commerce Anomaly Detection via Dual-Stage Learning by Zhouhang Shao, Xuran Wang, Enkai Ji, Shiyang Chen, Jin Wang

“…Extensive experiments on a large-scale Amazon dataset demonstrate that GNN-EADD significantly outperforms state-of-the-art baselines in terms of anomaly detection accuracy, precision, and recall, while showing robustness to various types of anomalies and scalability to large networks.…”
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Modelling Oil-Spill Detection with Swarm Drones by F. Aznar, M. Sempere, M. Pujol, R. Rizo, M. J. Pujol

“…Unlike distributed robotic systems, swarm robotics emphasizes a large number of robots, and promotes scalability. Among the multiple applications of such systems we could find are exploring unstructured environments, resource monitoring, or distributed sensing. …”
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Research on the Revolution of Multidimensional Learning Space in the Big Data Environment by Weihua Huang

“…In addition, RDIBT can also ensure the scalability of the index system.…”
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Reputation-Based Leader Selection Consensus Algorithm with Rewards for Blockchain Technology by Munir Hussain, Amjad Mehmood, Muhammad Altaf Khan, Rabia Khan, Jaime Lloret

“…The core component of blockchain networks is the consensus algorithm because its efficiency, security, and scalability depend on it. A consensus problem is a difficult and significant task that must be considered carefully in a blockchain network. …”
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Graphon Neural Networks-Based Detection of False Data Injection Attacks in Dynamic Spatio-Temporal Power Systems by Rachad Atat, Abdulrahman Takiddin, Muhammad Ismail, Erchin Serpedin

“…Through experimental simulations, we show that WNN significantly improves FDIAs detection, training time, and real-time decision making under topological reconfigurations and growing system size with generalization and scalability benefits compared to conventional GNNs.…”
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Efficient multiplayer battle game optimizer for numerical optimization and adversarial robust neural architecture search by Rui Zhong, Yuefeng Xu, Chao Zhang, Jun Yu

“…Furthermore, we apply the proposed EMBGO to the complex adversarial robust neural architecture search (ARNAS) tasks and explore its robustness and scalability. The experimental results and statistical analyses confirm the efficiency and effectiveness of EMBGO across various optimization tasks. …”
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Epitope-imprinted biomaterials with tailor-made molecular targeting for biomedical applications by Youlu Diao, Jia Gao, Yue Ma, Guoqing Pan

“…Despite these advancements, challenges such as template complexity, imprinting efficiency, and scalability remain. This review addresses these issues and proposes potential directions for future research to overcome these barriers, thereby enhancing the efficacy and practicality of epitope molecularly imprinting technology in biomedical fields.…”
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Approbation of the stochastic group virus protection model by R. Y. Sharykin

“…To address the system scalability, we propose a hierarchical approach to the system design to make possible its use with a large number of nodes.…”
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Negative effects by mineral accretion technique on the heat resilience, growth and recruitment of corals. by Ewout Geerten Knoester, Richard Sanders, Daisy Durden, Bulisa O Masiga, Albertinka J Murk, Ronald Osinga

“…Restoration and artificial reefs can assist the recovery of degraded reefs but are limited in scalability and climate resilience. The Mineral Accretion Technique (MAT) subjects metal artificial reefs to a low-voltage electrical current, thereby creating a calcium-carbonate coating. …”
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FOX-TSA: Navigating Complex Search Spaces and Superior Performance in Benchmark and Real-World Optimization Problems by Sirwan A. Aula, Tarik A. Rashid

“…The primary objective is to evaluate the efficiency, robustness, and scalability of this hybrid approach across multiple CEC benchmark suites, including CEC2014, CEC2017, CEC2019, CEC2020, and CEC2022, alongside real-world engineering design problems. …”
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An IoT-Based Home Energy Management System over Dynamic Home Area Networks by Jongbae Kim, Jinsung Byun, Daebeom Jeong, Myeong-in Choi, Byeongkwan Kang, Sehyun Park

“…However, a conventional HEMS has some architectural limitations on scalability, reusability, and interoperability. Furthermore, the cost of implementation of a HEMS is very expensive, which leads to the disturbance of the spread of a HEMS. …”
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Multi-Objective Dynamic Path Planning with Multi-Agent Deep Reinforcement Learning by Mengxue Tao, Qiang Li, Junxi Yu

“…This model is suitable for complex, unstable task environments characterized by dimensionality explosion and offers scalability. The approach consists of two components: an action evaluation module and an action decision module, utilizing a centralized training with decentralized execution (CTDE) training architecture. …”
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Cloud-Integrated Meteorological Parameter Prediction by Leveraging Multivariate Statistical Time Series and GANs by Archana Rout, Biswa Ranjan Senapati, Debahuti Mishra

“…Using cloud-based services ensures scalability and computational efficiency for data storage, processing, and model deployment in weather parameters. …”
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Initialization Methods for FPGA-Based EMT Simulations by Xin Ma, Xiao-Ping Zhang

“…Case study shows Method 2–4 can both initialize successfully on FPGA platform, while Method 4 achieves the best timing and routing performance. To verify scalability, Method 4 is expanded to initialize 4-machine 11-bus system and eliminate significant error to less than 5%, with a timing constraint of 0.005 ns.…”
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