Inference with Pólya-Gamma Augmentation for US Election Law by Adam C. Hall, Joseph Kang

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Features of Bearing on Underwater Object Using Phase Information of a Differential Stereo Sensor by V. A. Shirokov, A. I. Bazhenova, V. N. Milich

“…However, this equipment is sensitive to the sampling rate of the signals, which causes “sampling noise”. …”
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A Multi-Scale Feature Attention Image Recognition Algorithm by Xin MingYuan, Ang Ling Weay, Sellappan Palaniappan

“…A proposed solution is a small-sample image classification system that leverages attention mechanisms and meta-learning to capture more comprehensive image information. …”
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Optimal equivariant architectures from the symmetries of matrix-element likelihoods by Daniel Maître, Vishal S Ngairangbam, Michael Spannowsky

“…We present numerical studies demonstrating MEM-inspired architectures achieve new state-of-the-art performance in distinguishing di-Higgs decays to four bottom quarks from the QCD background, with enhanced sample and parameter efficiencies. This synergy between MEM and equivariant deep learning opens new directions for physics-informed architecture design, promising more powerful tools for probing physics beyond the Standard Model.…”
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Risks of Using Digital Payment Method Using the Perceived Risk (PR) Theory Approach by Nurabiah, Herlina Pusparini, Nur Fitriyah

“…Implications/Originality/Value: This study can enrich the literature on Perceived Risk (PR) theory by providing insight into how the risk perceived by users affects the adoption and use of digital payment methods. This can help understand the psychological and emotional factors that influence consumer decisions and open up opportunities to integrate PR Theory with other theories, such as the Technology Acceptance Model (TAM) or the Theory of Planned Behavior (TPB), to get a more comprehensive picture of technology adoption. …”
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Low-Complexity Timing Correction Methods for Heart Rate Estimation Using Remote Photoplethysmography by Chun-Chi Chen, Song-Xian Lin, Hyundoo Jeong

“…However, most HR estimation methods rely on stable, fixed sampling intervals, while practical image capture often involves irregular frame rates and missing data, leading to inaccuracies in HR measurements. …”
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Use of synchronized vector measurements technology for perform relay protection functions by R. G. Mustafin, V. A. Kasimov

“…Recently, along with the initial scope of synchronized vector measurements (synchrophasor) technology associated with Wide Area Measurement System (WAMS), more and more attention is paid to expanding the scope of this technology. …”
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Perceived cultural ecosystem services in Zaribar Coastal Park: Implications for tourist well-being by Arman Rastkhadiv, Aisa Fouladi, Jafar Bapiri

“…Drawing on the Millennium Ecosystem Assessment framework, ten cultural ecosystem services dimensions were examined through a structured survey of 300 domestic tourists. The sample was selected via Mitra and Lankford’s method, and data were analyzed using partial least squares structural equation modeling. …”
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Exploring the awareness of organic food consumption in Algeria: a gender based-study by Chems Eddine Boukhedimi, Abderrahmane Batache, Noureddine Sahali, Yacine Redjouani

“…Organic foods have greatly increased in recent years as people become more concerned about their health, the environment, and the sources of their food. …”
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Beef- and Pork-Based Dishes from Catering Services: Composition and In Vitro Digestion Effects on Digestibility and Lipid Oxidation by Itziar Ariz-Hernandez, Patrick Schulz, Roncesvalles Garayoa, Diana Ansorena, Iciar Astiasaran

“…Twelve meat-based dishes (beef/pork) prepared using different cooking methods and ingredients were collected from two catering services. …”
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Issues in shale oil core porosity measurement by Jinqing ZHANG, Guoliang TAO, Dai HUANG, Cuijuan LUO, Lingbo LIU, Yunfeng YANG

“…The penetration of helium gas into shale is influenced by core sample size and pore connectivity. Bulk samples require a long time for pressure equilibrium due to their complex pore tortuosity, while grain samples exhibit improved nanopore connectivity in shale with more pore space detected, making the measurement more accurate and reliable. …”
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Identification method for wheel/rail tread defects based on integrated partial convolutional network by CHENG Xiang, HE Jing, ZHANG Changfan, JIA Lin

“…The aim was to self-correct underexposed samples before feature extraction, thereby revealing more detailed features. …”
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Research on series arc fault detection method household loads based on voltage signals by Bin Li, Jiahui Shu, Feifan Cui

“…Compared with the detection results of various algorithms, it is verified that this method has more advantages in the identification of series arc fault. …”
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Short-Term Power Load Forecasting Method based on Glowworm Swarm Optimization Algorithm by Haihong FAN

“…This proposed method firstly generates multiple learners by bootstrap sampling, and then use glowworm swarm optimization algorithm to select some learners with large differences and high accuracy to participate in the integration. …”
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Analysis and Recognition Method of Internet Image Public Opinion Based on Partial Differential Equation by Yang Zhang

“…This article comprehensively and systematically expounds the development trends and basic theory of partial differential methods, analyzes the characteristics of sampling multiscale transformation in detail, and deeply studies the network image denoising and network image restoration methods that perform partial differential diffusion in the pixel domain and the transform domain. …”
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Identification method for malicious traffic in industrial Internet under new unknown attack scenarios by ZENG Fanyi, MAN Dapeng, XU Chen, HAN Shuai, WANG Huanran, ZHOU Xue, LI Xinchun, YANG Wu

“…The experimental results on two benchmark datasets show that compared with the baseline method, the recognition performance of the proposed method is increased by more than 2.7% in the new unknown attack scenario, which shows its high efficiency and practicability in the industrial Internet environment.…”
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Identification method for malicious traffic in industrial Internet under new unknown attack scenarios by ZENG Fanyi, MAN Dapeng, XU Chen, HAN Shuai, WANG Huanran, ZHOU Xue, LI Xinchun, YANG Wu

“…The experimental results on two benchmark datasets show that compared with the baseline method, the recognition performance of the proposed method is increased by more than 2.7% in the new unknown attack scenario, which shows its high efficiency and practicability in the industrial Internet environment.…”
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A novel method for estimating avian roost sizes using passive acoustic recordings by Malcolm C. K. Soh, Mandar A. Chitre, Matthias Hoffmann‐Kuhnt, Benjamin P. Y.‐H. Lee, Kenneth B. H. Er

“…Estimating the population of roosting birds can provide a useful proxy of population size and possibly a more reliable estimate than other sampling techniques. …”
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A Mixed-Methods Study Into the Discipline-Specific Effect of Critical EAP on Reading Comprehension by Tahereh Movahhedi, Seyyed Amir Hossein Sarkeshikian, Mohammad Golshan

“…Although critical English for academic purposes (CEAP) has grown theoretically, more research is needed to explore it in more depth. …”
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Quantitative soil characterization using the frequency domain electromagnetic induction method in heterogeneous fields by G. Mendoza, G. Blanchy, G. Blanchy, E. Van De Vijver, J. Verhegge, J. Verhegge, W. Cornelis, P. De Smedt, P. De Smedt

“…Two field surveys were conducted in Belgium, where FDEM data were collected using Dualem-421S and Dualem-21HS sensors, along with data taken from electrical resistivity tomography (ERT) measurements and an impedance moisture probe and soil sampling. A comprehensive sensitivity analysis revealed that deterministic modeling procedures could not predict water content more accurately than a mean value approximation (negative <span class="inline-formula"><i>R</i>²</span>). …”
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