Evaluation of One-Class Techniques for Early Estrus Detection on Galician Intensive Dairy Cow Farm Based on Behavioral Data From Activity Collars by Álvaro Michelena, Esteban Jove, Óscar Fontenla-Romero, José-Luis Calvo-Rolle

“…These data provide the opportunity to identify behavioral patterns that can be analyzed to detect relevant conditions, such as estrus. …”
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Spacer Designs for Improved Hydrodynamics and Filtration Efficiency in Sea Water Reverse Osmosis by Sarah Kerdi, Adnan Qamar, Henry J. Tanudjaja, Noreddine Ghaffour

“…Spacer design impacts hydrodynamic patterns within the system, affecting water production and concentration polarization. …”
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Machine learning-driven benchmarking of China's wastewater treatment plant electricity consumption by Minjian Li, Chongqiao Tang, Junhan Gu, Nianchu Li, Ahemaide Zhou, Kunlin Wu, Zhibo Zhang, Hui Huang, Hongqiang Ren

“…The findings not only enhance understanding of WWTP electricity consumption patterns and provide a scalable model for wider application, but also demonstrate a novel methodology for addressing multi-variable problems.…”
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Women Hospitalized for Acute on Chronic Decompensated Systolic Heart Failure Receive Less Furosemide Compared to Men by Tyler P. Rasmussen, Noah N. Williford, Christopher DeZorzi, Aziz Hammoud, Brenden J. Boyle, Yunshu Zhou, Patrick Ten Eyck, Milena A. Gebska

“…We sought to measure gender differences in furosemide prescribing patterns for patients with preexisting heart failure with reduced ejection fraction (HFrEF) admitted with Stage C acute decompensation, regardless of the underlying cause. …”
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Size Effect of Concrete Specimens on the Acoustic Emission Characteristics under Uniaxial Compression Conditions by Jianbo Wu, Enyuan Wang, Xuekun Ren, Mingwei Zhang

“…Under the uniaxial compression conditions, five AE patterns corresponding to the deformation and failure of the concrete materials were observed. …”
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Complex spatio-temporal features in meg data by Francesca Sapuppo, Elena Umana, Mattia Frasca, Manuela La Rosa, David Shannahoff-Khalsa, Luigi Fortuna, Maide Bucolo

“…Differences among thespatio-temporal patterns related to each phase were found, and they wereindependent of the power spatio-temporal distributions that are based on conventionalanalysis. …”
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Heterogeneity in Seed Samples from Vineyards and Natural Habitats Along the Eurasian <i>Vitis vinifera</i> Range: Implications for Domestication and Hybridization by Diego Rivera, Javier Valera, David Maghradze, Maia Kikvadze, Anna Nebish, Rafael Ocete, Carlos Álvar Ocete, Claire Arnold, Emilio Laguna, Francisco Alcaraz, Diego José Rivera-Obón, Gianni Lovicu, Massimino Farci, Concepción Obón

“…Samples with high domestication probability values—predominantly from vineyards—exhibited low heterogeneity and entropy, with similar patterns observed in natural habitats, suggesting the presence of feral vines. …”
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How data validity and granularity affect jobs accessibility: A case study from the Czech Republic by Franke Daniel, Peltan Tomáš, Novotný Vojtìch

“…The analysis of the maps reveals clear spatial patterns and suggests some limitations when using alternative data. …”
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Adaptive evolution of SARS-CoV-2 during a persistent infection for 521 days in an immunocompromised patient by Hanno Schmidt, Lea Schick, Jürgen Podlech, Angélique Renzaho, Bettina Lieb, Stefan Diederich, Thomas Hankeln, Bodo Plachter, Oliver Kriege

“…Amongst them were the substitutions S:K417T, S:N440S, S:K444R, S:V445A, S:G446N, S:L452Q, S:N460K, and S:E484V at positions that are notorious for their resistance-mediating effects. The substitution patterns found indicate ongoing adaptive evolution.…”
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Incorporating edge convolution and correlative self-attention into graph neural network for material properties prediction by Zexi Yang, Qi Yu, Yapeng Zhan, Jiying Liu

“…Indeed, even the periodic patterns of the crystal structures are not seriously considered. …”
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Downstream Effects of a Hydroelectric Reservoir on Aquatic Plant Assemblages by Ivan Bernez, Jacques Haury, Maria Teresa Ferreira

“…However, the results of the eco-historical comparison with 19th century floristic surveys point to the original nature of the flora found at the site. Some floral patterns, seen during both periods and at an interval of 133 years, were indicative of the ubiquity of the aquatic flora and of the plants’ adaptability. …”
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Advanced Deep Learning Algorithms for Energy Optimization of Smart Cities by Izabela Rojek, Dariusz Mikołajewski, Krzysztof Galas, Adrianna Piszcz

“…Reinforcement learning models optimize power distribution by learning from historical patterns and adapting to changes in energy usage in real time. …”
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Wind Power Potential Analysis for Sustainable Development in Northern Sumba by Hesty N.W., Fithri S.R., Aminuddin, Nurrohim A., Raharja M.B., Kuncoro A.H., Nurliyanti V., Niode N., Pranoto B., Pandin M.

“…The results show that both locations have similar wind patterns and performance, with minor differences in certain months and years. …”
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Natural and anthropogenic noise shape bat activity and sonar behavior by Ryan Vosbigian, Ryan Wardle, Hannah S. Rempel, Ellie Brauer, Michael Huggins, Samantha West, Joshua S. Willems, Clinton D. Francis

“…Overall, we found evidence that temporal patterning of noise may strongly influence bat activity and that signaling in noise may involve trade‐offs among call features.…”
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Genome-wide transcriptomics revealed carbon source-mediated gamma-aminobutyric acid (GABA) production in a probiotic, Lactiplantibacillus pentosus 9D3 by Nachon Raethong, Pitakthai Chamtim, Roypim Thananusak, Kanyawee Whanmek, Chalat Santivarangkna

“…., glucose, sucrose, and lactose, notably sugar phosphotransferase systems (PTS) (11 genes), indicating carbon source-mediated transcriptional change patterns in L. pentosus 9D3. The integration of transcriptome data with a genome-scale metabolic network (GSMN) revealed that L. pentosus 9D3 displays adaptability by synthesizing GABA as an alternative acid-tolerant mechanism when lactose is used as a carbon source rather than depending on the fatty acid synthesis and the arginine catabolic pathway. …”
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Development and pan-cancer validation of an epigenetics-based random survival forest model for prognosis prediction and drug response in OS by Chaoyi Yin, Kede Chi, Zhiqing Chen, Shabin Zhuang, Yongsheng Ye, Binshan Zhang, Cailiang Cai

“…Risk stratification analysis revealed distinct therapeutic response patterns, with low-risk groups showing enhanced sensitivity to traditional chemotherapy drugs while high-risk groups responded better to targeted therapies.ConclusionOur epigenetics-based model demonstrates excellent prognostic accuracy (AUC&gt;0.997 in internal validation, 0.832–0.929 in external cohorts) and provides a practical tool for treatment stratification. …”
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A framework for rural spatial governance based on the eco-environment oriented development mode: The case of coal mining subsidence area on the Weibei Plateau by Miaomiao Liu, Zhendong Lei, Ya Gao, Xue Li

“…However, this mode still requires more in-depth research to strengthen its applicability to spatial perspectives and rural patterns. This study contributes to this context by proposing a rural spatial governance framework based on the EOD mode, focusing on the three main governance elements: space, capital, and subject. …”
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A Data Fusion System for Simulation of Critical Scenarios and Decision-Making by Jimmy Anderson Flórez Zuluaga, Esteban Patiño Carrasco, Jose David Ortega Pabón, Kelly Gallego León, O. Lucía Quintero Montoya

“…This document describes an investigation product resulted in a simulation system, based on a combination of fuzzy logic, genetic algorithms and decision trees which let modelled and simulated various entities and their automatic response according to simulated patterns and situations, in which, through operators, decision maker can modify entities behaviour, according to parameterized restrictions and physical conditions. …”
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A Novel Hybrid GCN-LSTM Algorithm for Energy Stock Price Prediction: Leveraging Temporal Dynamics and Inter-Stock Relationships by Babak Amiri, Amirali Haddadi, Kosar Farajpour Mojdehi

“…Traditional methods often struggle to account for the intricate dependencies and temporal patterns present in energy stock data. To address these limitations, this study introduces a hybrid model that integrates a Graph Convolutional Network (GCN) with an attention-enhanced Long Short-Term Memory (LSTM) architecture. …”
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Blood Genome-Wide Transcriptional Profiles of HER2 Negative Breast Cancers Patients by Ovidiu Balacescu, Loredana Balacescu, Oana Virtic, Simona Visan, Claudia Gherman, Flaviu Drigla, Laura Pop, Gabriela Bolba-Morar, Carmen Lisencu, Bogdan Fetica, Oana Tudoran, Ioana Berindan-Neagoe

“…In this study, we explored blood transcriptional patterns of patients with two subtypes of HER2 negative breast cancers, with different prognosis and therapeutic outcome. …”
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