Active Learning Query Strategies for Linear Regression Based on Efficient Global Optimization by Tianxin Zong, Na Li, Zhigang Zhang

“…Specifically, EGO-ALR increased the Oppo Cost by an average of 25.27% when the RMSE and CC values were not more than 1.07% different from the original ALR. This study validated the efficiency and robustness of EGO-ALR approaches using 19 datasets from various domains and three distinct linear regression models (Ridge regression, Lasso, and Elastic network).…”
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Dendrites endow artificial neural networks with accurate, robust and parameter-efficient learning by Spyridon Chavlis, Panayiota Poirazi

“…However, unlike biological brains who tackle similar problems in a very efficient manner, DL algorithms require a large number of trainable parameters, making them energy-intensive and prone to overfitting. …”
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Efficient Human Activity Recognition Using Machine Learning and Wearable Sensor Data by Ziwei Zhong, Bin Liu

“…The results underscore the superior accuracy and efficiency of the majority decision model in human activity state recognition, highlighting its potential for practical applications in health monitoring systems.…”
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An Efficient Analytical Approach for Soliton Solutions to a Variant of the Sasa–Satsuma Equation by Shami A. M. Alsallami

“…The different forms of the Schrödinger equation have been successfully applied in various physical disciplines, including nonlinear optics, plasma physics, and fluid dynamics. …”
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Estimate the technical efficiency of fishing vessels operating in Chabahar region, Southern Iran by A.R. Jamnia, S.M. Mazloumzadeh, A.A. Keikha

“…This paper presents an analysis of technical efficiency of fishery in the Chabahar region, Southern Iran. …”
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Energy-efficient clustering algorithm based on game theory for wireless sensor networks by Qingwei Liu, Mandan Liu

“…Clustering is a popular method to achieve energy efficiency and scalable performance in large-scale sensor networks. …”
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Truck configurations for efficient transportation of forest biomass: a short literature review by Connor Howitt, Mohammad Reza Ghaffariyan

“…Recent literature on forest biomass, truck configuration, and productivity were analysed to determine the efficiency of different truck configurations and their fuel usage and emissions. …”
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On Efficient Monitoring of Weibull Lifetimes Using Censored Median Hybrid DEWMA Chart by Syed Muhammad Muslim Raza, Sajid Ali, Ismail Shah, Lichen Wang, Zhen Yue

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Randomised land use pathway generation allows efficient multi-outcome appraisal by Joshua P. Copping, Richard B. Bradbury, Rob H. Field, Tom Finch

“…We also explore the consequences of achieving efficiency at different spatial or governance scales, showing that whilst UK-scale decision-making is slightly more efficient, it results in less equitable outcomes than decision-making at devolved nation scales.…”
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Resource use efficiency level of public organizations. The case of Spanish health systems by María Soledad Campos Lucena, Africa Ruiz Gándara, María de Magdala Pérez Nimo, Francisco Javier Ortega Irizo, Francisco Velasco Morente

“… Objectives: This paper seeks to detect, in the Spanish health system, which health services are efficient, and which are not, as well as propose corrective measures that allow inefficient health services to achieve efficiency. …”
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Plasmid sonication improves sequencing efficiency and quality in the Beckman Coulter CEQ system by Mark D. Thompson, Kelly G. Aukema, Dana M. O'Bryan, Stephen D. Rader, Brent W. Murray

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Secure and Efficient Authentication Scheme for Mobile Sink in WSNs Based on Bilinear Pairings by Junsong Zhang, Xiong Li, Jian Ma, Wendong Wang

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Efficient Waveguide Mode Conversions by Spoof Surface Plasmon Polaritons at Terahertz Frequencies by Heng-He Tang, Bin Huang, Tie-Jun Huang, Yunhua Tan, Pu-Kun Liu

“…The principle of the method relies on modulating the phase velocities of spoof surface plasmon polaritons (SSPPs) supported on the gratings to generate π phase difference. Owing to the gradient matching the phase velocities of the waveguide modes and SSPPs, the efficiencies of the mode conversions are considerable. …”
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Comparative Study Between Vision Transformer and EfficientNet on Marsh Grass Classification by Conrad Testagrose, Mehlam Shabbir, Braden Weaver, Xudong Liu

“…In this study we compare the use of Vision Transformers (ViT) and two different EfficientNet models on automated marsh grass identification using the GTMNERR Marsh Grass Species data set. …”
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Review of Energy Efficiency Evaluation Indexes Related to Data Center Cooling Systems by Wang Bo, Guo Yanhua, Shao Shuangquan, Tu Qiu, Li Qianli

“…To help data centers achieve carbon neutrality and fully utilize the energy-saving potential of the cooling system, the energy efficiency of data center cooling systems should be evaluated. …”
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The Promotion of the Efficiency of Organic Photovoltaic Devices by Addition of Anisotropic CdSe Nanocrystals by Shu-Ru Chung, Hong-Shuo Chen, Chen-Yu Chien, Meng-Yi Bai, Kuan-Wen Wang

“…CdSe nanocrystals (NCs) with different morphologies have been synthesized and applied as the acceptor in the active layer of the organic photovoltaic (OPV) devices. …”
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Predicting Missing Links Based on Power-Law Distribution and Information Transmission Efficiency by Yi Wang, Jun Ma

“…We introduce a power-law distribution model to capture the contributions of neighbors and select relevant network features to construct indicators that reflect information transmission efficiency. The proposed method does not require manual parameter tuning, making it more efficient and adaptable to different networks. …”
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High-Efficiency Triple-Junction Polymer Solar Cell: A Theoretical Approach by Fazli Sattar, Xiaozhuang Zhou, Zakir Ullah

“…This innovative multi-junction design offers a promising pathway to enhanced power conversion efficiencies in polymer solar cells, advancing the integration of renewable energy technologies.…”
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Thrust-efficiency limits of a swimming tail with variable chordwise flexural rigidity by Hossam Alqaleiby, Muhammad R. Hajj

“…Abstract Emulating oscillations performed by natural swimmers can provide different functionalities than those of propeller-based underwater robots. …”
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On joint efficiency of composite anisotropic plate rigidly fixed along outside edges by A. G. Akopyan

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