Organic molecules are deterministically assembled in variably inundated river sediments, but drivers remain unclear by James C. Stegen, Vanessa A. Garayburu-Caruso, Robert E. Danczak, Rosalie K. Chu, Amy E. Goldman, Sophia McKever, Lupita Renteria, Jason Toyoda, WHONDRS Consortium

“…Our study extends this to variably inundated riverbed sediments, which are widespread globally. We studied 38 river reaches across biomes, finding that DOM chemistry within most sites was governed by deterministic processes that were highly localized and led to spatial divergence in DOM chemistry within each reach. …”
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PENGENALAN EKSPRESI RAUT WAJAH BERBASIS JARINGAN SARAF TIRUAN BACKPROPAGATION DENGAN METODE PRINCIPAL COMPONENT ANALYSIS by Harizahayu Harizahayu

“…The development of artificial neural networks is related to statistical and biometric analysis which is one of the applications that can require artificial neural network models. Recognition of facial patterns is an important part of identifying a person. …”
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Agricultural production ecology: problems and solutions by V. D. Popov, D. A. Maksimov, A. Yu. Bryukhanov

“…The least losses of biogenes are reached at technology of of manure or poultry litter processing with use of the bioreactor of drum type on which patents for useful model are taken out. …”
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Rapid Identification of Nine Easily Confused Mineral Traditional Chinese Medicines Using Raman Spectroscopy Based on Support Vector Machine by Jing Ming, Long Chen, Yan Cao, Chi Yu, Bi-Sheng Huang, Ke-Li Chen

“…As for the PCA-SVM model, when the spectra pretreated by vector normalization and the number of principal components (NPC) is 7, the 3-CV accuracy and prediction accuracies all reached 100%. …”
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Continuous Sorption of Remazol Brilliant Orange 3R Using Caulerpa scalpelliformis Biochar by Gokulan Ravindiran, Pradeepkumar Sugumar, Elias G

“…The dye used in the textile industries is not completely utilized in the dyeing process and gets mixed with water and reaches the environment. …”
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Faktor-Faktor yang Memengaruhi Niat Terus Menggunakan Platform Akuakultur Elektronis: Studi Kasus Aplikasi eFisheryku by Andre Nurrohman, Imairi Eitiveni

“…Penelitian ini bertujuan untuk mengetahui faktor-faktor yang memengaruhi niat terus menggunakan platform akuakultur elektronis, dengan studi kasus pada aplikasi eFisheryKu. Model penelitian dibangun menggunakan kerangka kerja Multi-Motive Information Systems Continuance Model (MISC). …”
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Dispatch of decentralized energy systems using artificial neural networks: A comparative analysis with emphasis on training methods by Lukas Koenemann, Astrid Bensmann, Johannes Gerster, Richard Hanke-Rauschenbach

“…Conventional rule-based dispatch strategies often reach their limits here, and optimized dispatch strategies (e.g., model predictive control or the optimal dispatch) are usually based on very good forecasts. …”
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Research on Concrete Crack and Depression Detection Method Based on Multi-Level Defect Fusion Segmentation Network by Zhaochen Yao, Yanjuan Li, Hao Fu, Jun Tian, Yang Zhou, Chee-Loong Chin, Chau-Khun Ma

“…In terms of engineering efficacy, the model achieves a processing speed of 45 frames per second (FPS) for 640 × 640 images, which is able to meet real-time monitoring requirements. …”
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Experimental study on freeze-thaw damage characteristics and mechanical properties of fractured rock mass of surface mine slope in cold region by Sen TIAN, Ying ZHAO, Hu SI, Chun ZHU, Quangui LI

“…Moreover, the generation of frost heave force, the time required to reach peak and the peak values were all positively correlated with the fracture inclination. …”
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Machine Learning Creates a Simple Endoscopic Classification System that Improves Dysplasia Detection in Barrett’s Oesophagus amongst Non-expert Endoscopists by Vinay Sehgal, Avi Rosenfeld, David G. Graham, Gideon Lipman, Raf Bisschops, Krish Ragunath, Manuel Rodriguez-Justo, Marco Novelli, Matthew R. Banks, Rehan J. Haidry, Laurence B. Lovat

“…When experts’ answers were entered into a DT, the resultant decision model had a 92% accuracy with a mean sensitivity and specificity of 97% and 88%, respectively. …”
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Theoretical and applied problems of interaction between the international and national legal systems by O. A. Kiseleva

“…The intensification of regionalization and the creation of regional unions of sovereign states is becoming a source of polar processes: on the one hand, supranational control over the observance of international law by states within their legal system increases, on the other hand, natural situations of non-execution of decisions of international judicial bodies arise. …”
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Regards croisés autour de la légitimation de la catégorie « agriculture familiale » et ses défis conceptuels by Clara Craviotti

“…There was a particularly strong influence of the international field, visible in both the circulation of ideas and the political agreements reached between the governments of several countries of the region. …”
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AI-powered approaches for enhancing remote sensing-based water contamination detection in ecological systems by Li Yang, Zhang Ziwen, Xinhao Lin, Junmiao Hei, Yixiao Wang, Ang Zhang

“…On the Aquatic Toxicity dataset, the model obtains an accuracy of 92.58% and AUC of 94.13, and on the Water Quality dataset, it reaches an F1-score of 85.54 and AUC of 89.72. …”
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Analysis of the microstructure of microbial solidified sand and engineering residue based on CT scanning by Minxia Zhang, Congrui Feng, Xiang He, Ping Xu

“…The microbial solidified engineering residue and sand were scanned by computed tomography (CT), and a three-dimensional model of the sample was established by digital image processing. …”
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Intrusion Detection-Data Security Protection Scheme Based on Particle Swarm-BP Network Algorithm in Cloud Computing Environment by Zhun Wang, Xue Chen

“…Then, by introducing the decision tree algorithm, the overfitting is reduced and the data processing speed of the model is improved, and on this basis, the feature selection is carried out through the “gain rate” optimization method, which reduces the redundant information of the feature vector. …”
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The analysis of artificial intelligence knowledge graphs for online music learning platform under deep learning by Shen Jiang, Ningning Shi, Chang Liu

“…Abstract This work proposes a personalized music learning platform model based on deep learning, aiming to provide efficient and customized learning recommendations by integrating audio, video, and user behavior data. …”
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Real-time Detection and Tracking for Operating Vehicles in Complex Mining Environments by KANG Gaoqiang, LIN Jun, LIU Shiwang, YUE Wei, XIONG Qunfang, TONG Hao

“…Experimental results show that the average vehicle detection accuracy of the algorithm mAP@ 0.5-0.95 is 58.40%, the multi-target tracking accuracy reaches 82.60%, and the image processing time per frame is 26.5 ms, which can effectively perform real-time detection and tracking of working vehicles.…”
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Representation of iron aerosol size distributions of anthropogenic emissions is critical in evaluating atmospheric soluble iron input to the ocean by M. Liu, M. Liu, H. Matsui, D. S. Hamilton, S. D. Rathod, K. D. Lamb, N. M. Mahowald

“…Here, we couple a sophisticated microphysical, size-resolved aerosol model with an iron-speciated and iron-processing module to disentangle the impact of iron emission size distributions on soluble iron input to the ocean, with a focus on anthropogenic combustion and metal smelting sources. …”
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Enhancing Sustainable Manufacturing in Industry 4.0: A Zero-Defect Approach Leveraging Effective Dynamic Quality Factors by Rouhollah Khakpour, Ahmad Ebrahimi, Seyed Mohammad Seyed Hosseini

“…<a href="#_ENREF_22">Psarommatis, Sousa, Mendon&ccedil;a, and Kiritsis (2022)</a> define zero-defect manufacturing (ZDM) as "a holistic approach for ensuring both process and product quality by reducing defects through corrective, preventive, and predictive techniques, using mainly data-driven technologies and guaranteeing that no defective products leave the production site and reach the customer, aiming at higher manufacturing sustainability".ZDM employs four strategies consisting of detect, predict, repair, and prevent. …”
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Community-Based Health-Social Partnership Programme (C-HSPP) for enhancing self-care management among older adults: protocol for a hybrid effectiveness-implementation trial by Wilson Yeung Yuk Kwok, Frances Kam Yuet Wong, Arkers Kwan Ching Wong, Jonathan Bayuo

“…An effectiveness analysis will be conducted using mixed-effects models and generalized estimating equations, incorporating degrees-of-freedom corrections and adjustments for clustering. …”
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