Improvements from incorporating machine learning algorithms into near real-time operational post-processing by Gabrielle Tepp, Ellen Yu, Aparna Bhaskaran, Ryan Tam, Weiqiang Zhu, Zackary Newman, Erika Jaski, Nick Scheckel

“…Abstract During regional seismic monitoring, data is automatically analyzed in real-time to identify events and provide initial locations and magnitudes. …”
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Sentiment Analysis from Face Expressions Based on Image Processing Using Deep Learning Methods by Orhan Emre Aksoy, Selda Güney

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Big Data Analytics Framework for Decision-Making in Sports Performance Optimization by Dan Cristian Mănescu

“…This study proposes a comprehensive big data analytics framework that integrates data acquisition, processing, analytics, and decision support, demonstrated through synthetic datasets in football, basketball, and athletics case scenarios, modeled to represent typical data patterns and decision-making workflows observed in elite sport environments. …”
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A GNN-Based False Data Detection Scheme for Smart Grids by Junhong Qiu, Xinxin Zhang, Tao Wang, Huiying Hou, Siyuan Wang, Tiejun Yang

“…Laboratory findings reveal that the abnormal data detection rate of our scheme reaches 90% in the initial stage of data transmission and outperforms other comparative methods, and as time goes by, the detection rate becomes higher and higher.…”
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Impact of sampling strategy on inference of community assembly processes in phylogenetic island biogeography by Ornela N. Dehayem, Ryan F. A. Brewer, Luis Valente, Frederic Lens, Rampal S. Etienne

“…Abstract Phylogenetic trees are increasingly used to infer the processes that shape biodiversity patterns, such as diversification, dispersal and trait evolution. …”
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A Support Vector Regression Approach for Three–Level Longitudinal Data by Mohammad Moqaddasi Amiri, Leili Tapak, Javad Faradmal

“…This introduces correlation to the data that needs to be handled in modelling process. …”
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CH₃OH^•+ + CH₄ Reaction: Mechanistic Insights and Reaction Rates for Astrochemical and Atmospheric Environments by Mauro Satta, Daniele Catone, Mattea Carmen Castrovilli, Francesca Nicolanti, Antonella Cartoni

“…The reaction between methanol radical cations and methane, producing methyl radicals and protonated methanol, is pivotal to both astrochemical and atmospheric processes. Methanol and methane are the most abundant organic molecules in space and Earth’s atmosphere and central to molecular synthesis under different environmental conditions. …”
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Cost Analysis and Waste Elimination in Efforts to Prepare Inpatient Room Rates as an Efficiency and Effectiveness Strategy in Managing a Hospital Business by Budhi Setianto, Agus Aan Adriansyah, Akas Yekti Pulih Asih

“…This research is descriptive qualitative, by processing secondary data that has been provided. The data used is service visit data from medical records, financial data for January – July 2023, BPJS TXT data for January – July 2023. …”
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Study on Thermal Deformation Behavior and Thermal Processing Map of a New Al-Li Alloy by Daoqi Chen, Xinyang Han, Yinggan Zhang, Yan Liu, Junfeng Chen

“…Furthermore, a thermal processing map was compiled to analyze the effects of the temperature and strain rate on the power dissipation efficiency and flow instability factor. …”
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Extubation of patients with COVID-19 acute respiratory failure during extracorporeal membrane oxygenation support is associated with improved survival by Sean Kelleher, Christoph Brehm, Carol Dziedzina, Shouhao Zhou, Catherine Nashed, Ricarda White, Miriam Freundt, Octavio Falcucci, Amit Prasad

“…Methods: In this retrospective, observational, single-center cohort study, we attempt to better understand the role of extubation in the course of treatment by dichotomizing groups into those extubated early while remaining on ECMO treatment (group A), compared to patients who remained intubated for the entirety of their ECMO treatment (group B). Results: The data indicate that early extubation of patients with COVID-19-associated ARDS requiring ECMO support leads to improved survival rates for group A (93%) compared to prolonged intubation (group B) throughout the course of ECMO therapy (64%) (p = 0.13). …”
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Data-driven dynamic friction models based on Recurrent Neural Networks by Gaëtan Cortes, Joaquin Garcia-Suarez

“…In this concise contribution, it is demonstrated that Recurrent Neural Networks (RNNs) based on Gated Recurrent Unit (GRU) architecture, possess the capability to learn the complex dynamics of rate-and-state friction (RSF) laws from synthetic data. …”
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Nutritional Processing Quality of Sika Deer (<i>Cervus nippon</i>) Venison in Different Muscles by Chunai Jin, Songhuan Cui, Yushun Lu, Zhiman Li, Xiaohui Huo, Yanbo Wang, Jiyue Sha, Yinshi Sun

“…Squalene content was highest in the abdominal rib (100.85 mg/kg). The nutritional processing quality of sika deer venison in different muscles is significantly different, and this study can provide a data basis for the evaluation and processing of sika deer venison quality.…”
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Factors Influencing the Adoption Rate of Artificial Insemination Technology in Beef Cattle Breeders in Damai Village, Tanralili District, Maros Regency by Syarif Ilham, T Amrullah, Sultan

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Enhancing telemedicine service quality through sentiment analysis of user review dataset in IndonesiaMendeley Data by Edi Sutoyo, Muhammad Cekas Permana

“…Sentiment analysis, a field within natural language processing, text mining, and computational linguistics, evaluates user opinions and product ratings. …”
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Analysis on the Absolute Growth Rate of Rhizophora mucronata Seedling in Silvicultural Pond Canals by the Influence of Initial Condition and Changes of Environment Quality by Endah Dwi Hastuti, Rini Budihastuti

“…Mangrove growth parameters were including height and diameter growth while its data processing was absolute daily growth. Data analysis was conducted through regression. …”
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Evaluation of Different Range-Doppler Processing Techniques for OFDM-Based DVB-T2 Passive Radar by Stephen Paine, W. P. Francois Schonken, Daniel W. O'Hagan, Christof Schupbach, Jan Pidanic, Josef Jordan

“…One of the major differences between DVB-T and DVB-T2 is the increased number of pilot configurations and higher data rates (effectively larger FFT sizes). This paper compares the two main processing techniques, mismatched filtering and inverse filtering in the DVB-T2 context. …”
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Comparative Analysis of Insulation Aging in Cross-Linked Polyethylene and Ethylene–Propylene Rubber Cables Through the Progression Rate of Partial Discharge by Andréia C. Domingos, Leandro Duarte, Alan P. Pinheiro, Fabrício A. M. Moura, Lorenço Vasconcelos, Daniel P. de Carvalho, Fernando E. de F. Fadel, Patrícia N. Sakai

“…After thermal cycles, these conductors were aptly handled and tested in a controlled laboratory environment to determine the partial discharge progression curve. Through accurate data processing, a correlation was obtained between the degradation of the insulation and the rate of increase in partial discharge. …”
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LGP-SA：Graph partition algorithm based on simulated annealing in large-scale graph processing by Jinfeng XU, Yihong DONG, Shiyi WANG, Xianmang HE, Huahui CHEN

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A Study on the Timing Sensitivity of the Transient Dose Rate Effect on Complementary Metal-Oxide-Semiconductor Image Sensor Readout Circuits by Yanjun Fu, Zhigang Peng, Zhiyong Dong, Pei Li, Yuan Wei, Dongya Zhang, Yinghong Zuo, Jinhui Zhu, Shengli Niu

“…The results show that, under low dose rates, the CIS readout circuit can still perform data acquisition and digital processing, with the photoelectric signal exhibiting some sensitivity to the occurrence moment. …”
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Automatic mouse ultrasound detector (A-MUD): A new tool for processing rodent vocalizations. by Sarah M Zala, Doris Reitschmidt, Anton Noll, Peter Balazs, Dustin J Penn

“…., they are composed of several different types of syllables, uttered in succession over time to form a pattern of sequences). Manually processing complex vocalization data is time-consuming and potentially subjective, and therefore, we developed an algorithm that automatically detects mouse ultrasonic vocalizations (Automatic Mouse Ultrasound Detector or A-MUD). …”
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