Multi-View Cluster Structure Guided One-Class BLS-Autoencoder for Intrusion Detection by Qifan Yang, Yu-Ang Chen, Yifan Shi

“…Network traffic data originate from diverse terminal sources, exhibiting multi-view feature spaces, while the collection of unknown intrusion data is costly. …”
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The development and excretion of Toxoplasma gondii oocyst manipulate the gut microbiota in its definitive host by Gui-Hua Zhao, Bei-Bei Zhou, Zhi-Heng Cao, Ting Xiao, Ya-Nan Li, Wen-Ju Zhu, Hang Sun, Huan-Huan Xie, Xiao-Man Xie, Jun-Mei Zhang, Qi Wang, Xin Zhang, Jin-Jing Xie, Hong-Jie Dong, Chao Xu, Kun Yin

“…Methods In this study, shotgun metagenomics was employed to characterize the functional and compositional changes in the gut microbiota of cats during oocyst development. …”
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A Method for Extracting Features of the Intrinsic Mode Function’s Energy Arrangement Entropy in the Shaft Frequency Electric Field of Vessels by Xiaoguang Ma, Zhaolong Sun, Runxiang Jiang, Xinquan Yue, Qi Liu

“…This study initially establishes a measurement system for shaft frequency electric fields, utilizing a titanium-based oxide electrode to construct an equivalent dipole source simulating the shaft frequency electric field signals of different types of vessels. …”
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Effectiveness of Partition and Graph Theoretic Clustering Algorithms for Multiple Source Partial Discharge Pattern Classification Using Probabilistic Neural Network and Its Adaptiv... by S. Venkatesh, S. Gopal, K. Kannan

“…Studies have indicated that classification of multi-source PD becomes difficult with the degree of overlap and that several techniques such as mixed Weibull functions, neural networks, and wavelet transformation have been attempted with limited success. …”
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Environmental Constraints Mitigation Directly Drove the Diversifications of Fungal Community and Functional Profile in Amended Coastal Salt-Affected Soils by Yunlong Li, Weifeng Chen, Yiwei Xu, Jie Yu, Wengang Zuo, Yuhua Shan, Yanchao Bai

“…Results revealed that both S and V amendments exhibited significantly positive impacts on the alleviation of environmental constraints and the reassembly of fungal community and functional profile. Of note, efficacy of the two exogenous organic ameliorants was significantly influenced by the types of carbon sources utilized and the rates at which they are applied. …”
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FpnA, the Aspergillus fumigatus homolog of human ferroportin, mediates resistance to nickel, cobalt and gallium but does not function in iron homeostasis by Isidor Happacher, Simon Oberegger, Beate Abt, Annie Yap, Patricia Caballero, Mario Aguiar, Javeria Pervaiz, Giacomo Gariglio, Matthias Misslinger, Clemens Decristoforo, Hubertus Haas

“…In line, overexpression of fpnA reduced the utilization of urea as a nitrogen source, most likely by depriving cytosolic urease of its essential cofactor nickel. …”
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Techno-Economic Analysis of Territorial Case Studies for the Integration of Biorefineries and Green Hydrogen by Aristide Giuliano, Heinz Stichnothe, Nicola Pierro, Isabella De Bari

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Colonic bacterial community responding to selenium-enriched yeast supplementation associated with improved gut mucus function in growing-finishing pigs by Lingling Su, Hongbo Yi, E Xu, Mingfei Xiao, Yanhua Gao

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Nutritional and functional benefits of Gracilaria tenuistipitata in aquafeed: Impacts on growth, hemato-biochemical profile, and economic efficiency in Nile tilapia culture by Md. Rajib Sharker, Al Azim, Muhammad A.B. Siddik, Sang Duk Choi, Palash Halder, Md. Nazmul Haque, Md. Ariful Alam

“…Macroalgae are a valuable source of protein and bioactive compounds like antioxidants, are gaining attention for their nutritional and functional benefits in aquafeed. …”
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An Embodied Intelligence System for Coal Mine Safety Assessment Based on Multi-Level Large Language Models by Yi Sun, Faxiu Ji

“…Furthermore, its memory functionality ensures the learning and utilization of historical experiences, providing a solid foundation for continuous assessment processes. …”
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Application of Generalized Finite Difference Method and Radial Basis Function Neural Networks in Solving Inverse Problems of Surface Anomalous Diffusion by Luchuan Shi, Qiang Xi

“…Specifically, the GFDM is utilized to compute the time-fractional derivative model on the surface, whereas RBF neural networks are employed to invert the diffusion coefficient, source term coefficient, and the fractional order within the anomalous diffusion equation governing the surface. …”
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The Impact of Differences in Renovation Models of Abandoned Boiler Rooms on Community Vitality—A Case Study of Shenyang, China by Lei Chen, Yahang Cheng, Zixi Zhou, Yibo Wen

“…We identify a “functional hybridization–spatial permeability–usage sustainability” mechanism underlying renovation efficacy and recommend the community service center paradigm as a priority strategy. …”
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Heterologous Expression and Functional Verification of Extracellular Carbonic Anhydrases in <i>Bacillus safensis yw6</i> from Mariana Trench by Xinyu Wang, Pengna Wang, Hancheng Zhao, Yingying He, Changfeng Qu, Jinlai Miao

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Effects of Replacing Inorganic with Organic Glycinates Trace Minerals on Growth Performance, Gut Function, and Minerals Loss of Juvenile Nile Tilapia by Allan Vinnicius Urbich, Thais Pereira da Cruz, Bruno Wernick, Ibrahim Adeshina, Aline Victoria Sampaio, Giovani Sampaio Gonçalves, Adriana Yuriko Koga Kozu, Leandro Cavalcante Lipinski, Valéria Rossetto Barriviera Furuya, Wilson Massamitu Furuya

“…In conclusion, the inclusion of OTM in Nile tilapia’s diets represents a promising strategy to reduce 50% of ITM sources by utilizing Zn, Mn, and Cu OTM as glycinates without detrimental effects on growth performance, nutrient utilization, and gut function. …”
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Development and characterization of a ready-to-serve functional drink of pumpkin-mango juice blend enriched with defatted pomegranate seed extract by Ayesha Jahangeer, Samran Khalid, Kashmala Chaudhary, Sadia Ansar, Syed Ali Hassan, Muhammad Naeem, Jahan Zaib Ashraf, Rizwan Arshad, Helen Onyeaka, Rana Muhammad Aadil

“…However, limited research has explored the utilization of natural functional ingredients from agro-food waste in beverage formulation. …”
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Polyethyleneimine-functionalized iron oxide nanoparticle-based method for isolation of Deoxyribonucleic Acid (DNA) from saliva samples in forensic investigations by Imran Khan, Gaurav Kaushik, Chaitenya Verma, Vinay Kumar, Richa Vashishtha

“…In this study, a DNA isolation method was evaluated for isolating DNA from saliva samples using polyethyleneimine-functionalized iron-oxide nanoparticles, utilizing their high DNA binding capacity and the magnetic properties. …”
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Triple gain switched-capacitor based inverter with reduced component count by Gangadhar Dhal, Kasinath Jena, Krishna Kumar Gupta, Chinmoy Kumar Panigrahi, Dhananjay Kumar, Pradeep Kumar Sahu, Lipika Nanda

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Power and Frequency Control of Active Generator used for Smart Grid Applications by Ehsan Limouchi, Seyed Abbas Taher, Babak Ganji

“…Nowadays, renewable energy sources such as photovoltaic and active generators are utilized frequently in modern power systems especially micro-grid. …”
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Kolmogorov–Arnold Networks for Interpretable Crop Yield Prediction Across the U.S. Corn Belt by Mustafa Serkan Isik, Ozan Ozturk, Mehmet Furkan Celik

“…This study presents a state-of-the-art explainable artificial intelligence (XAI) method to estimate corn yield prediction over the Corn Belt in the continental United States (CONUS). We utilize the recently introduced Kolmogorov–Arnold Network (KAN) architecture, which offers an interpretable alternative to the traditional Multi-Layer Perceptron (MLP) approach by utilizing learnable spline-based activation functions instead of fixed ones. …”
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Coastal Urban Ecological Security Pattern Identification Integrating Land Subsidence Factors: A Deep Learning-Based Case Study of Zhuhai City by Yuan Shaoxiong, Gong Qinghua, Ye Yuyao, Wang Jun, Hao Yinlei, Zhang Yaze, Liu Bowen

“…Principal component analysis and information entropy performed better in identifying construction and corridor areas, whereas nonlinear fusion showed advantages in source area identification. This study makes three key contributions: (1) it establishes a novel methodological framework for incorporating vertical geological factors into ESP construction, addressing a significant gap in traditional approaches; (2) it quantitatively reveals the spatial heterogeneity of land subsidence impacts on different functional ecological zones, providing evidence-based guidance for targeted management; and (3) it demonstrates the effectiveness of deep learning and multisource data fusion techniques in complex ecological-geological system modeling. …”
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