Advanced feature engineering in Acute:Chronic Workload Ratio (ACWR) calculation for injury forecasting in elite soccer. by Jaime B Matas-Bustos, Antonio M Mora-García, Moisés de Hoyo Lora, Alejandro Nieto-Alarcón, Francisco T Gonzalez-Fernández

“…In this paper, we propose a novel feature engineering framework for training load management, inspired by bilinear modeling and signal processing principles. Our method represents external workload variables, derived from GPS data, as discrete time series, which are then integrated into a temporal matrix termed the Footballer Workload Footprint (FWF). …”
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Predicting DNA Reactions with a Quantum Chemistry‐Based Deep Learning Model by Likun Wang, Na Li, Mengyao Cao, Yun Zhu, Xiewei Xiong, Li Li, Tong Zhu, Hao Pei

“…Abstract In this study, a deep learning model based on quantum chemistry is introduced to enhance the accuracy and efficiency of predicting DNA reaction parameters. By integrating quantum chemical calculations with self‐designed descriptor matrices, the model offers a comprehensive description of energy variations and considers a broad range of relevant factors. …”
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Dynamic Control of Isolated Network Microgrids: A Resilient Backpropagation Neural Network-Based Virtual Inertia Control Approach by Md Asaduzzaman Shobug, Md Alamgir Hossain, Fuwen Yang, Junwei Lu

“…The proposed method outperforms conventional proportional integral derivative, and artificial bee colony-optimised proportional integral derivative control techniques in key dynamic performance metrics. …”
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OFFSHORE SEABED PILE FOUNDATION ANALYSIS: SOIL-PILE INTERACTION AND LOAD CONDITIONS, AND DESIGN RECOMMENDATIONS by Edy Soesanto, Dicky Muslim, Evie Hadrijantie Sudjono, Cipta Endyana

“…This research method exploits the importance of accurate modelling to ensure the stability and longevity of offshore structures. …”
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Fish Diversity Patterns in Rivers Receiving Ecological Water Supplement Driven by Riparian Land Use by LIU Han, LI Lu-dan, GUO Wei-jie, QIAO Qiang-long, GONG Dan-dan, DU Qi, LI Hang, ZHAO Wei-hua

“…The research focused on two major water-supplemented systems—the Ziya River Basin and Baiyangdian Lake Basin—during the ecological water supplement period from 2020 to 2022. [Methods] Field surveys were conducted annually during the water supplement period. …”
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Influence of groundwater depth and stand structure on diversity of the understory herbaceous plants in Populus euphratica forests by LI Jia, WEI Xincheng, LYU Hui, MA Wanfei, LI Jingwen, WANG Jianming

“…This paper investigates how groundwater depth, soil moisture, and the stand structure affect the biodiversity of these herbaceous plants.【Method】The analysis was based on data on diversity of the understory plants, groundwater depth, and soil physical properties collected from three representative Populus euphratica forests in the Ejina Oasis.…”
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A framework for social media analytics in textile business circularity for effective digital marketing by Omaymah Almashaleh, Hendro Wicaksono, Omid Fatahi Valilai

“…This study aims to bridge the gap by proposing a novel Instagramⓒ analytics framework that seamlessly integrates content and network analyses. A mixed-method approach is adopted, merging qualitative insights derived from unstructured data with quantitative techniques. …”
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Advancing climate resilience: technological innovations in plant-based, alternative and sustainable food production systems by Aleksandar Mešić, Marina Jurić, Francesco Donsì, Luna Maslov Bandić, Slaven Jurić

“…Precision agriculture uses technology to enhance farming efficiency by gathering data on soil and water variations and optimizing practices like planting, fertilization, and irrigation. …”
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Psicoterapia e neuroscienze: il modello strategico ad orientamento neuroscientifico e il metodo mente - corpo by 1 Mauro Cozzolino, 2 Giovanna Celia

“…This model originates from the combination of integrative-strategic and psychosocial and cultural genomics approaches in psychotherapy. …”
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Flood Risk Forecasting: An Innovative Approach with Machine Learning and Markov Chains Using LIDAR Data by Luigi Bibbò, Giuliana Bilotta, Giuseppe M. Meduri, Emanuela Genovese, Vincenzo Barrile

“…Furthermore, it can be integrated into existing emergency protocols, thereby enhancing the effectiveness of disaster response. …”
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Spatiotemporal coupling and regional differences analysis between agricultural land use efficiency and rural revitalization in the Yellow River Basin by Shuai Liu, Hao Zhang, Guoxin Jiang

“…Building on a clear understanding of the coupling mechanism between agricultural land use efficiency and rural revitalization, the research employs a comprehensive approach, integrating Malmquist index analysis, the entropy weight-TOPSIS method, a coupling coordination degree model, the Dagum Gini coefficient, and GIS-based spatial analysis to examine the spatial-temporal evolution and regional disparities in their coupling coordination. …”
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Assessing the Role of Energy Mix in Long-Term Air Pollution Trends: Initial Evidence from Poland by Mateusz Zareba

“…To address discrepancies in temporal resolution between daily PM measurements and annual energy sector reports, a bootstrapping method was applied within a regression framework to assess the overall impact of individual energy components on national air pollution levels. …”
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Enhanced YOLOv5s Model for Improved Multi-Sized Object Detection in Road Scenes by Sangavi Sivanandham, Dharanibai Gunaseelan

“…The proposed enhancement begins by refining the default anchor boxes using the percentile-based quantile method on the distribution of the bounding boxes and the adjustments to the convolution layers for enhanced feature extraction. …”
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Design and Demodulation of a Fiber-Optic Fabry-Perot Sensor Applied in a High- Frequency Pneumatic System by Jianli Yang, Qian Yang, Shengchao Chen, Sufen Ren, Guanjun Wang, Mengxing Huang

“…These analyses could be helpful for integrated and high-frequency response pneumatic detection.…”
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Fixation and Expansion Microscopy of Xenopus Egg Extract Spindles by Gabriel Guilloux, Maiko Kitaoka, Karel Mocaer, Claire Heichette, Laurence Duchesne, Rebecca Heald, Thierry Pecot, Romain Gibeaux

“…Our method retains the fluorescence of rhodamine tubulins added to the extracts and allows for both pre- and post-expansion immunofluorescence analysis.…”
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Evaluating Ice-Temperature Storage Efficacy on Volatile Compounds in Blue Honeysuckle (<i>Lonicera caerulea</i> L.) by Combining GC-IMS and GC-MS by Tianbo Li, Xiaoyu Jia, Jiangkuo Li, Peng Zhang, Dong Qin, Di Wu, Tong Chen, Junwei Huo

“…Moreover, TEM analysis further revealed that ice-temperature storage maintained normal cellular ultrastructure integrity, particularly in cell wall organization and organellar morphology. …”
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Geoelectric Joint Inversion for 3D Imaging of Vineyard Ground by Nicola Lopane, Matteo Albéri, Alessio Barbagli, Enrico Chiarelli, Tommaso Colonna, Fabio Gallorini, Enrico Guastaldi, Fabio Mantovani, Dario Petrone, Silvio Pierini, Kassandra Giulia Cristina Raptis, Virginia Strati

“…This model significantly enhances subsurface characterization, delineating root systems and correlating water distribution with resistivity patterns, showing relative variations sometimes greater than 50%. This method reduced data misfit more effectively than individual inversions and identified a low-resistivity volume (<20 Ω·m), extending from northeast to south, indicating the presence of subsurface water. …”
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A Dynamic and Timely Point-of-Interest Recommendation Based on Spatio-Temporal Influences, Timeliness Feature and Social Relationships by Jun Zhu, Haifeng Lin, Zhinan Gou, Yiqing Xu, Hongying Liu, Ming Tang, Li Wang, Shu Li, Bing Hu

“…Point-of-interest (POI) recommendation is highly sensitive to temporal factors, including fluctuations in user preferences, variation in user similarity, and decay in the attraction of locations. …”
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Drone-View Haze Removal via Regional Saturation-Value Translation and Soft Segmentation by Truong-Dong do, Le-Anh Tran, Seokyong Moon, Jio Chung, Ngoc-Phi Nguyen, Sung Kyung Hong

“…Additionally, a robust soft segmentation method that employs a morphological min-max channel is integrated into the framework. …”
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RnaXtract, a tool for extracting gene expression, variants, and cell-type composition from bulk RNA sequencing by Sophiane G. Bouirdene, Simon Gotty, Mickaël Leclercq, Charles Joly-Beauparlant, Emeric Texeraud, Steve Bilodeau, Arnaud Droit

“…Abstract RNA sequencing (RNA-seq) is a widely used method in transcriptomics research, offering insights into gene expression, variant discovery, and, when deconvoluted, the cellular composition of complex tissues. …”
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