An IoT intrusion detection framework based on feature selection and large language models fine-tuning by Huan Ma, Wan Zhang, Dalong Zhang, Baozhan Chen

“…This algorithm utilizes the CMA-ES algorithm for feature search while also taking into account the mutual information and collinearity among features, thereby more effectively reducing redundancy features. Subsequently, we employ the selected representative features to fine-tune LLMs and generate additional attack samples. …”
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Nutrigenomic and Nutritional Analyses Reveal the Effects of Pelleted Feeds on Asian Seabass (Lates calcarifer). by Si Yan Ngoh, Daniel Tan, Xueyan Shen, Purushothaman Kathiresan, Junhui Jiang, Woei Chang Liew, Natascha May Thevasagayam, Hsiao Yuen Kwan, Jolly M Saju, Sridatta R S Prakki, Chin Heng Goh, Hong Ching Wong, Tai Teck Chan, Miklós Mézes, László Orbán

“…Significant enrichment of genes with growth-related function tallied with the morphological data measured. …”
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Few-Shot Unsupervised Domain Adaptation Based on Refined Bi-Directional Prototypical Contrastive Learning for Cross-Scene Hyperspectral Image Classification by Xuebin Tang, Hanyi Shi, Chunchao Li, Cheng Jiang, Xiaoxiong Zhang, Lingbin Zeng, Xiaolei Zhou

“…Furthermore, our framework introduces the class-balanced multicentric dynamic prototype strategy to generate more robust and representative prototypes. …”
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Gene expression profiling of extraocular muscles in primary inferior oblique overaction by Rui Hao, Yuchuan Wang, Wei Zhang

“…The results indicated that multiply innervated muscle fibers were more abundant in the primary IOOA group, likely enabling slow tension generation, whereas the secondary IOOA group exhibited higher collagen fibril levels that might improve muscle stiffness.…”
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A New Hybrid Machine Learning Method for Stellar Parameter Inference by Sujay Shankar, Michael A. Gully-Santiago, Caroline V. Morley

“…This creates the PHOENIX generator, enabling parallelized spectral synthesis. …”
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Assessing molecular docking tools: understanding drug discovery and design by Harendar Kumar Nivatya, Anjali Singh, Nitin Kumar, Sonam, Lovy Sharma, Vishal Singh, Raghav Mishra, Nishant Gaur, Arun Kumar Mishra

“…Main Body of the Abstract The study of molecular docking with relative components like classifications, models, and different types of approaches and techniques involved, pose generation, scoring function advantages, disadvantages, and comparison with other types of docking tools to conduct the molecular docking with steps involved will be helpful to learn computer-aided drug design and artificial intelligence. …”
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Syphilitic infection: a study on the factors of the innate humoral immune response by N. K. Levchik, N. V. Zilberberg, M. V. Ponomareva, O. A. Belykh

“…Antibodies against oxidized low-density lipoprotein and cardiolipin were detected more frequently than antibodies against mitochondrial antigen M2, modified citrullinated vimentin, cyclic citrullinated peptide, nuclear antigens, myeloperoxidase, proteinase 3, Fc portion of immunoglobulin G. …”
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Methyl-CpG-binding (SmMBD2/3) and chromobox (SmCBX) proteins are required for neoblast proliferation and oviposition in the parasitic blood fluke Schistosoma mansoni. by Kathrin K Geyer, Sabrina E Munshi, Helen L Whiteland, Narcis Fernandez-Fuentes, Dylan W Phillips, Karl F Hoffmann

“…By further elucidating how Schistosoma molecular components cooperate to regulate parasite developmental processes, next generation targets will be identified. Here, we continue our studies on schistosome epigenetic participants and characterise the function of a DNA methylation reader, the Schistosoma mansoni methyl-CpG-binding domain protein (SmMBD2/3). …”
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Insulin secretion deficits in a Prader-Willi syndrome β-cell model are associated with a concerted downregulation of multiple endoplasmic reticulum chaperones. by Erik A Koppes, Marie A Johnson, James J Moresco, Patrizia Luppi, Dale W Lewis, Donna B Stolz, Jolene K Diedrich, John R Yates, Ronald C Wek, Simon C Watkins, Susanne M Gollin, Hyun Jung Park, Peter Drain, Robert D Nicholls

“…Consistent with reduced ER chaperones levels, PWS INS-1 β-cells are more sensitive to ER stress, leading to earlier activation of all three arms of the unfolded protein response. …”
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A Novel Time-Varying P-III Distribution Curve Fitting Model to Estimate Design Floods in Three Gorges Reservoir Operation Period by Yuzuo Xie, Shenglian Guo, Sirui Zhong, Xiaoya Wang, Jing Tian, Zhiming Liang

“…The results indicate that: (1) The modified reservoir index used as a covariate can effectively capture the non-stationary characteristics of the flood series; (2) The Tv-P3/CF model emphasizes the fitness of historical information, yielding superior results compared to time-varying P-III distribution estimated by the maximum likelihood method; (3) Compared to the original design values, the 1000-year design peak discharge <i>Q</i>_m and 3-day and 7-day flood volumes in the TGR operation period are reduced by approximately 20%, while the 15-day and 30-day flood volumes are reduced by about 16%; (4) The flood-limited water level of the TGR can be raised from 145 m to 154 m, which can annually generate 0.32 billion kW h more hydropower (or increase by 6.8%) during flood season without increasing flood prevention risks.…”
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The pervasive effects of an antibiotic on the human gut microbiota, as revealed by deep 16S rRNA sequencing. by Les Dethlefsen, Sue Huse, Mitchell L Sogin, David A Relman

“…We investigated the distal gut bacterial communities of three healthy humans before and after treatment with ciprofloxacin, obtaining more than 7,000 full-length rRNA sequences and over 900,000 pyrosequencing reads from two hypervariable regions of the rRNA gene. …”
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Synthesis and in silico studies of new thiophene-isoquinolinone hybrids as potential larvicides against Culex pipiens by Mahmoud Kamal, Mohamed H. Hekal, Fatma S. M. Abu El-Azm, Eslam M. Hosni, Yasmeen M. Ali, Abdullah Yahya Abdullah Alzahrani, El-Hady Rafat

“…Density Functional Theory (DFT) calculations further confirmed the favorable electronic properties and reactivity of the active compounds. …”
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ELTrack: Events-Language Description for Visual Object Tracking by Mohamad Alansari, Khaled Alnuaimi, Sara Alansari, Sajid Javed

“…ELTrack synthesizes event data, filters out noise, and applies imprinting and a step decay function to introduce a novel event image representation called Pseudo-Frames. …”
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The role of long non‐coding RNAs in lung cancer metastasis: Molecular mechanisms, pathogenesis and clinical implications by Musaffe Tuna, Gordon B Mills, Christopher I. Amos

“…Frequent treatment failure due to therapy resistance, highlight the urgent need to identify novel biomarkers for early diagnosis, prognosis, and the development of more effective therapies. This underscores the necessity and urgency of researching lncRNAs. …”
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Intertextuality of the Personosphere as a Factor of Meta-Genre (Clifford Simak “Shakespeare’s Planet”) by Dan Paranyuk, Alyona Tychinina

“…In this case, in Simak’s “Shakespeare’s Planet”, they perform the function of additional (implicit) narratives, and, consequently, as a particular (intertextual) link in the personosphere. …”
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Optimal Planning of Wind-Based DG: A Two-Stage Approach Linking Penetration Factor, Turbine Type Selection, Capacity, and Power Factors to Minimize Line Losses by Sina Saboktakin, Tarek Medalel Masaud, Ehab F. El-Saadany

“…This is achieved through a novel correlation between DG size, loss reduction, and power factor improvement, ensuring a cost-effective and efficient solution using a single-objective function instead of more complex multi-objective approaches. …”
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Co-Simulation Model for Determination of Optimal Active Power Filters Settings in Low-Voltage Network by Mario Primorac, Zvonimir Klaić, Heidi Adrić, Matej Žnidarec

“…Applying optimization techniques enables the development of more realistic models for applying active power filters. …”
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Biomechanics and Performance of Single-Leg Vertical and Horizontal Hop in Adolescents Post-Anterior Cruciate Ligament Reconstruction by Eva M. Ciccodicola, Alison M. Hanson, Shawn E. Roberts, Mia J. Katzel, Tishya A. L. Wren

“…Adult studies support the use of single-leg vertical hop (SLVH) due to higher power generation from knee extensors compared to single-leg horizontal hop (SLHH). …”
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Advanced Classifiers and Feature Reduction for Accurate Insomnia Detection Using Multimodal Dataset by Ameya Chatur, Mostafa Haghi, Nagarajan Ganapathy, Nima TaheriNejad, Ralf Seepold, Natividad Martinez Madrid

“…Sleep deprivation is a significant contributor to various diseases, leading to poor cognitive function, decreased performance, and heart disorders. …”
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Interleukin 17A inhibitor secukinumab in the treatment of patients with psoriatic arthritis by N. A. Shostak, D. Yu. Andriyashkina, A. S. Dvornikov, N.  M. Babadaev, D. V. Somov

“…Treatment with secukinumab improved physical function and quality of life and was generally well tolerated in both short and long term. …”
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