CLSTM-MT (a Combination of 2-Conv CNN and BiLSTM Under the Mean Teacher Collaborative Learning Framework): Encryption Traffic Classification Based on CLSTM (a Combination of 2-Conv... by Xiaozong Qiu, Guohua Yan, Lihua Yin

“…The identification and classification of network traffic are crucial for maintaining network security, optimizing network management, and ensuring reliable service quality. These functions help prevent malicious activities, such as network attacks and illegal intrusions, while supporting the efficient allocation of network resources and enhancing user experience. …”
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Peculiarities of the morphology of the fish stomach by T. Kot, O. Pysanko

“…Histochemical characteristics of the stomach of fish can serve as a theoretical basis for the development of a normal stomach test system for detecting functional changes under the influence of environmental factors.…”
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Long-term dynamics of forage base and food supply for nekton in the upper epipelagic layer of the western Bering Sea. Part 2. Food supply for nekton by S. V. Naydenko, A. A. Somov

“…Summary in the summer-fall periods, the fish and squids consumed 2–5 % of zooplankton production (up to 5–7 % in some years) in the deep-sea basins that is rather low degree of the zooplankton resources usage. In the Navarin area, the consumption is considerably higher and is estimated as 5 % in summer and 21 % in fall season, on average. …”
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Influence of Solvent Concentration on the Amount of Individual Phenolic Compounds in Apple and Sour Cherry Pomace by Maria Bianca Mandache, Ana-Maria Stoenescu, Sina Cosmulescu

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Protective role of extracellular vesicles against oxidative DNA damage by Jordi Ribas-Maynou, Ana Parra, Pablo Martínez-Díaz, Camila Peres Rubio, Xiomara Lucas, Marc Yeste, Jordi Roca, Isabel Barranco

“…Abstract Background Oxidative stress, a source of genotoxic damage, is often the underlying mechanism in many functional cell disorders. …”
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Tracing the Earliest Stages of Star and Cluster Formation in 19 Nearby Galaxies with PHANGS-JWST and HST: Compact 3.3 μm Polycyclic Aromatic Hydrocarbon Emitters and Their Relation... by M. Jimena Rodríguez, Janice C. Lee, Remy Indebetouw, B. C. Whitmore, Daniel Maschmann, Thomas G. Williams, Rupali Chandar, A. T. Barnes, Oleg Y. Gnedin, Karin M. Sandstrom, Erik Rosolowsky, Adam K. Leroy, David A. Thilker, Hwihyun Kim, Jiayi Sun, Ralf S. Klessen, Brent Groves, Aida Wofford, Médéric Boquien, Daniel A. Dale, Leonardo Úbeda, Kirsten L. Larson, Kathryn Grasha, Kelsey E. Johnson, Rebecca C. Levy, Frank Bigiel, Hamid Hassani, Sumit K. Sarbadhicary

“…We establish a selection criteria based on a median color threshold of F300M − F335M = 0.67 at F335M = 20 and identify 1816 sources. These sources are predominantly located in dust lanes, spiral arms, rings, and galaxy centers, with ∼87% showing concentration indices (CIs) similar to optically detected star clusters. …”
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Diagnostic Possibilities of Optical Coherent Tomography of the Retina during Compression in the Chiasm-Sellar Region by N. A. Gavrilova, E. E. Ioyleva, N. S. Gadzhieva, O. E. Tishchenko, N. Y. Kutrovskaya, A. V. Kuz’mina, A. V. Zinov’eva

“…Recovery and preservation of visual functions during compression in the chiasm-sellar region is possible in the case of early diagnosis of pathology and timely surgical decompression. …”
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Current status of transcriptome sequencing technology in ruminants by Cui JiaYu, Song Lili, Wang Dawei, Liu ZhiLin, Zhang Xin, Jia Zelin, Zhang Yuhang, Xiong Huisheng, Wang Xueli

“…During the lactation stage of ruminants, transcriptome sequencing is used to screen for differentially expressed genes in blood tissue, which can identify candidate functional genes for milk production traits. Transcriptome sequencing can detect genes with low expression levels, identify new gene transcripts and alternative splicing events, detect and analyze the biological regulatory mechanisms of the body, reveal differences in gene expression levels during breeding, and reveal the interaction between hosts and pathogens. …”
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Genome-Wide Identification and Characterization of SNPs and InDels of <i>Capsicum annuum</i> var. <i>glabriusculum</i> from Mexico Based on Whole Genome Sequencing by Valeria Itzel Moreno-Contreras, Ma. Carmen E. Delgado-Gardea, Jesús A. Ramos-Hernández, Alfonso Mendez-Tenorio, Hugo Varela-Rodríguez, Blanca Sánchez-Ramírez, Zilia Y. Muñoz-Ramírez, Rocío Infante-Ramírez

“…This study provides knowledge of the principal functions associated with high- and moderate-impact variants and supplies a resource for further investigations of the genetic characteristics of these chiltepin peppers.…”
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Repurposing the memory-promoting meclofenoxate hydrochloride as a treatment for Parkinson’s disease through integrative multi-omics analysis by Huasong Zhang, Cong Fan, Ling Li, Feiyi Liu, Shaoying Li, Linyun Ma, Yuanhao Yang, David N. Cooper, Yuedong Yang, Ronggui Hu, Huiying Zhao

“…MH was validated to prevent neuronal death and synaptic damage, improve motor function, and reduce anhedonic and depressive-like behaviors of PD mice. …”
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Genome Mining of Terpene Synthases from Fourteen <i>Streptomyces</i> Strains by Yuanyuan Li, Xi Xiang, Zhiyuan Ren, Rui Wang, Minghui Xie, Gen Li, Xiaohui Yan, Zhilong Zhao, Zixin Deng, Min Xu, Anwei Hou

“…A total of forty-eight TPSs were identified and categorized through phylogenetic analysis, and five representative TPSs distantly related to known TPSs were selected for functional investigation. Biochemical assays revealed that TAC28_6116 is a sesquiterpene synthase producing thujopsan-2β-ol (<b>1</b>) and thujopsene (<b>2</b>), marking the first report of thujopsan-2β-ol production from a bacterial source. …”
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Leaf water uptake strategy of plants in the arid and semi-arid region of Ningxia by CHEN Lin, YANG Xinguo, SONG Naiping, YANG Mingxiu, XIAO Xupei, WANG Xing

“…Our objective was to investigate whether the plant leaf can uptake the rainfall that can not be absorbed by plant roots, and to understand leaf water uptake strategy, the relationship between leaf water uptake capability and plant ecological functional types in the arid and semi-arid region of Ningxia.The leaf water uptake content (LWUC), percentage increase in leaf water content (RW), chlorophyll content (ChlC), leaf water saturation deficit (WSD), specific leaf area (SLA) and leaf dry matter content (LDMC) of 50 plants were measured, and patterns of leaf traits were investigated to detect their difference among functional groups and relationships between each trait. …”
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Assessment of proximate composition, mineral element profile and antioxidant properties of the edible oyster mushroom grown in Bangladesh by Sharmin Sultana, Md Shamsuzzaman, Md. Abdus Satter Miah, Akhter Jahan Kakon, Abdullah Hel Mafi, Anupoma Sen, Md. Nurealam Siddiqui, Debu Kumar Bhattacharjya

“…Our result suggests that these studied oyster mushrooms could be a good source of nutrition and antioxidants, which could be used as functional foods.…”
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Methodology for the identification of bioactive and marker peptides in the organs of cattle and pigs by D. V. Khvostov, N. L. Vostrikova, I. M. Chernukha

“…This category of these food-products is intended for personal  ized nutrition of various age groups in the population, taking into account fortification of the food with nutraceuticals and with functional and metabolically active ingredients obtained from animal and vegetable source. …”
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Multiwavelength Variability Analysis of the Blazar PKS 0727-11: An ~ 168 day Quasiperiodic Oscillation in the γ-Ray by Yuncai Shen, Tingfeng Yi, Vinit Dhiman, Lisheng Mao, Liang Dong

“…It is the first time that periodic variations have been detected in this source, and further supported by other methods: weighted wavelet z -transform, phase dispersion minimization, REDFIT, autoregressive integrated moving average model, and structure function analysis. …”
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Positioning, navigation, and timing on the Moon and Mars with galactic cosmic rays by G. Leone, H.K.M. Tanaka, M. Holma, S. Krishnan, A.R. Duffy, T. Enqvist, P. Kuusiniemi, J. Joutsenvaara, G. Cerretto, E. Cantoni, M. Sellone, J. Marteau, D. Lo Presti, J.G. Szűcs, D. Varga

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Molecular Insights into Rice Immunity: Unveiling Mechanisms and Innovative Approaches to Combat Major Pathogens by Muhammad Usama Younas, Bisma Rao, Muhammad Qasim, Irshad Ahmad, Guangda Wang, Quanyi Sun, Xiongyi Xuan, Rashid Iqbal, Zhiming Feng, Shimin Zuo, Maximilian Lackner

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Aeronautical Mutagenesis and Whole-genome Resequencing Reveal the Genetic Basis of Color Change in Naematelia aurantialba by Yukang Zeng, Zhenhui Shen, Yao Cao, Xiangying Luo, Linlei Yang, Rongping Li, Qingqing Lu, Rongchun Li

“…This study was designed to develop novel color-changing germplasm resources and to explore associated functional genes. …”
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The burden of intracerebral hemorrhage attributable to ambient particulate matter pollution in five Asian countries: a 32-year comparative analysis by Rui Yang, Xingke Wang, Panpan Hao

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Preliminary Design of a GNSS Interference Mapping CubeSat Mission: JamSail by Luis Cormier, Tasneem Yousif, Samuel Thompson, Angel Arcia Gil, Nishanth Pushparaj, Paul Blunt, Chantal Cappelletti

“…First, a flexible, low-cost GNSS interference detection payload capable of characterising and geolocating the sources of radio interference regarding the E1/L1 and E5a/L5 bands will be demonstrated on a global scale. …”
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