Audio recognition method of belt conveyor roller fault based on convolutional neural network and linear regression by Xiangyuan CHEN, Wei QIN, Yanchi LIU, Minghua LUO

“…The results show that the detection rate of roller fault reaches 95.79 %, and the detection accuracy reaches 95.60 %.…”
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Influence of plant species on triclosan removal and associated microbial communities in the vertical-flow constructed wetland by Naveen Chand, Vineet Singh, Surindra Suthar

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Application of Machine Learning in Construction Productivity at Activity Level: A Critical Review by Ying Terk Lim, Wen Yi, Huiwen Wang

“…The review further found that the selection of ML models relies on each particular application, available data, and computational resources. …”
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Consumers` perception on the use of innovative technologies in creating store atmosphere by Mirela Octavia Sirbu, Andreea Simona Săseanu, Simona Ioana Ghită

“…In this context, the selection made by consumers regarding the stores where to purchase from represents a complex decision-making process, conditioned upon the functional and psychological characteristics, among which store atmosphere plays a special part. …”
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Establishing a core outcome set for creatine transporter deficiency and guanidinoacetate methyltransferase deficiency by Zahra Nasseri Moghaddam, Emily K. Reinhardt, Audrey Thurm, Beth K. Potter, Maureen Smith, Celeste Graham, Beth H. Tiller, Steven A. Baker, Deborah A. Bilder, Regina Bogar, Jacobus Britz, Rachel Cafferty, Daniel P. Coller, Ton J. DeGrauw, Vicky Hall, Gerald S. Lipshutz, Nicola Longo, Saadet Mercimek-Andrews, Judith S. Miller, Marzia Pasquali, Gajja S. Salomons, Andreas Schulze, Celine P. Wheaton, Kayla F. Williams, Sarah P. Young, Jasmine Li, Sofia Balog, Theresa Selucky, Sylvia Stöckler-Ipsiroglu, Heidi Wallis

“…Conclusions Development of this COS illustrates a patient-centered approach for clinical trial readiness for CTD and GAMT that if utilized will make clinical trial results comparable, minimize bias in clinical trial outcome selection, and promote efficient use of resources.…”
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Genome-Wide Identification of Peanut Pyruvate Kinase Gene Family and Their Potential Roles in Seed Germination and Drought Stress Responses by Guanlong Chen, Shaona Chen, Zepeng Peng, Zhirou Zou, Bangyi Cheng, Xiaorong Wan, Zhao Zheng, Bin Yang

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ParticleHolography.jl: Holographic particle measurement in Julia by Dai Nakai, Yohsuke Tanaka

“…This comprehensive software provides an end-to-end processing pipeline encompassing a wide range of functionalities: preprocessing, including background removal and camera calibration; three-dimensional reconstruction through diffraction calculations; particle analysis, including detection and tracking; and result visualization. …”
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Multiwavelength Constraints on the Local Black Hole Occupation Fraction by Colin J. Burke, Priyamvada Natarajan, Vivienne F. Baldassare, Marla Geha

“…We also constrain the extremely low-luminosity end ( L _bol ≲ 10 ^40 erg s ^−1 ) of the active galactic nucleus (AGN) luminosity functions at z = 0. Our AGN luminosity functions are broadly consistent with an extrapolation of the shallow slope of the AGN luminosity functions from previous work.…”
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An innovative data-driven quantitative prediction method aiming at base groundwater intrusion risk under extra-thick coal seam mining and its practical application by Hao Zhan, Shouqiang Liu, Bo Wu, Qinghan Meng, Yanling Cao, Fan Yang, Qiwei Feng, Wenlong Liu, Wenfeng Zhu, Yangyang Zhao

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Complexity of immunobiology of tumor necrosis factor and novel anti-TNF therapy by S. А. Nedospasov

“…Systemic anti-cytokine therapy is known to be accompanied by undesirable side effects, which can hypothetically be explained by the neutralization of these protective functions. Thus, we developed prototypes of TNF blockers which limit the bioavailability of this cytokine only from its main “pathogenic” source – myeloid cells. …”
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Proteomic analysis of Buffalo milk somatic cells reveals metabolomic and immunological transitions during early lactation by Priyanka M. Kittur, Lija Satheesan, Narasimha Tanuj Gunturu, Yallappa M. Somagond, A. P. Madhusoodan, Ravi Kumar Gandham, Rani Alex, Ajay Kumar Dang

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Machine learning driven multi-omics analysis of the genetic mechanisms behind the double-coat fleece formation in Hetian sheep by Yanwei Zhang, Wenrong Li, Xinming Xu, Mengwan Xie, Liping Tang, Peiyu Zheng, Nannan Song, Lijuan Yu, Jiang Di

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Improving the efficiency of the medicine provision system for patients with malignant neoplasms by Yu. A. Agafonova, D. V. Fedyaev, A. V. Snegovoy, V. V. Omelyanovskiy

“…One of the priorities of health care is the balance between the financial resources and the availability of effective medical care. …”
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pytom-match-pick: A tophat-transform constraint for automated classification in template matching by Marten L. Chaillet, Sander Roet, Remco C. Veltkamp, Friedrich Förster

“…However, TM faces challenges of weak signal of the macromolecules and interfering features with a high signal-to-noise ratio, which are often addressed by time-consuming, subjective manual curation of results. To improve the detection performance we introduce pytom-match-pick, a GPU-accelerated, open-source command line interface for enhanced TM in cryo-ET. …”
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An Improved Fitting Method for Predicting the Zernike Coefficient–Wavelength Curves by Fang Wang, Qiyuan Zhang, Haoyu Wang, Dayong Zhu, Huaikang Zhu, Wenxin Jia, Sen Han

“…Broadband transmitted wavefront measurement is a detection method that uses transmitted wavefronts at a few specific wavelengths though a function of Zernike coefficients and wavelength to predict other transmitted wavefronts at any wavelength within a certain range. …”
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Screening for Potential Antiviral Compounds from Cyanobacterial Secondary Metabolites Using Machine Learning by Tingrui Zhang, Geyao Sun, Xueyu Cheng, Cheng Cao, Zhonghua Cai, Jin Zhou

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Microalgal Metabolomes and Recent Biotechnological Advances for Their Industrial Application by Dinesh Kumar Saini, Geetanjali Manchanda, Ratiram Gomaji Chaudhary, Raghvendra Pratap Singh

“…These organisms are photosynthetic, use CO₂ as their sole carbon source, and grow rapidly under different environmental conditions. …”
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Habitat Distributions and Abundance of Four Wild Herbivores on the Qinghai–Tibetan Plateau: A Review by Tian Qiao, Chiwei Xiao, Zhiming Feng, Junzhi Ye

“…However, in recent years, the primary challenge has shifted from wildlife protection to balancing the human and wildlife interests within the constraints of limited resources. In the future, we should focus on enhancing the ecological functions of habitats to achieve harmonious coexistence between humans and nature, as well as establishing a scientific compensation mechanism to mitigate human–wildlife conflicts. …”
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Rho-GTPases subfamily: cellular defectors orchestrating viral infection by Beibei Zhang, Shuli Li, Juntao Ding, Jingxia Guo, Zhenghai Ma, Hong Duan

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Modeling human population patterns on tree density by M. Yousefpoor, T. Rostamie Shahraji, A. Eslam Bonyad, M. Salahi

“…Due to the existence of an effective relationship between the components of the tree density and human population in the forest, policy-makers and planners of natural resources could benefit management patterns appropriate to above components to achieve sustainable management.…”
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