Secure Cooperative Dual-RIS-Aided V2V Communication: An Evolutionary Transformer–GRU Framework for Secrecy Rate Maximization in Vehicular Networks by Elnaz Bashir, Francisco Hernando-Gallego, Diego Martín, Farzaneh Shoushtari

“…Furthermore, Evo-Transformer-GRU demonstrated rapid convergence within 100 epochs, the lowest variance across multiple runs.…”
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Fine Mapping of Quantitative Trait Loci (QTL) with Resistance to Common Scab in Diploid Potato and Development of Effective Molecular Markers by Guoqiang Wu, Guanghui Jin

“…These intervals accounted for 18.03% of the total phenotypic variance and are presumed to be the primary QTLs underlying scab resistance. …”
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Mamba time series forecasting with uncertainty quantification by Pedro Pessoa, Paul Campitelli, Douglas P Shepherd, S Banu Ozkan, Steve Pressé

“…State space models, such as Mamba, have recently garnered attention in time series forecasting (TSF) due to their ability to capture sequence patterns. However, in electricity consumption benchmarks, Mamba forecasts exhibit a mean error of approximately 8%. …”
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Empc-based V2G scheduling strategy for multi-attribute EVs aggregator by Haoyang Tang, Zhilu Liu, Lin Zheng, Jianfeng Zheng, Hao Hu, Jinpei Lu, Zhijian Hu

“…The results show that compared with other strategies, the proposed EMPC algorithm can achieve 4–47.4 % reduction in charging costs, significantly reduce the peak valley difference and variance of load, and improve the load curve.…”
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The influence of image selection and segmentation on the extraction of lung cancer imaging radiomics features using 3D-Slicer software by Chunmei Liu, Yuzheng He, Jianmin Luo

“…Firstly, analyze the image features of the original sequence and perform the Shapiro test. If it follows a normal distribution, perform an analysis of variance. …”
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Low-cost phone-based LiDAR scanning technology provides sub-centimeter accuracy when measuring the main dimensions of motor-manual tree felling cuts by Stelian Alexandru Borz, Andrea Rosario Proto

“…Commonly, it requires a sequence of cuts and may cause higher volume losses compared to mechanized tree felling. …”
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Compactação de um argissolo amarelo distrocoeso submetido a diferentes manejos Compaction of a ultisol submitted to different managements by Veronildo S. Oliveira, Mário M. Rolim, Romero F. B. Vasconcelos, Yuri D. J. Costa, Elvira M. R. Pedrosa

“…Data were submitted to variance analyses, and means compared through the Tukey test at 5% of probability. …”
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Development of positive behavior and mental toughness skills in young athletes by Eimantas Pocius

“…Methods: The dissertation employed a mixed methods convergent design (one-phase design) research strategy (Creswell & Creswell, 2023). The logical sequence of the research consisted of five phases. …”
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Feature-Driven EnsembleX: An Advanced Ensemble Framework for Enhanced MRI Abdomen Image Classification Using Feature Refinement and Boosting Techniques by Snehal V. Laddha, Rohini S. Ochawar

“…This technique processes Dual-sequence T1 MRI scans, comprising in-phase and out-phase images, to enhance tissue differentiation. …”
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Personalized prediction of glycemic responses to food in women with diet-treated gestational diabetes: the role of the gut microbiota by Polina V. Popova, Artem O. Isakov, Anastasiia N. Rusanova, Stanislav I. Sitkin, Anna D. Anopova, Elena A. Vasukova, Alexandra S. Tkachuk, Irina S. Nemikina, Elizaveta A. Stepanova, Angelina I. Eriskovskaya, Ekaterina A. Stepanova, Evgenii A. Pustozerov, Maria A. Kokina, Elena Y. Vasilieva, Lyudmila B. Vasilyeva, Soha Zgairy, Elad Rubin, Carmel Even, Sondra Turjeman, Tatiana M. Pervunina, Elena N. Grineva, Omry Koren, Evgeny V. Shlyakhto

“…Machine learning models were created using CGM data, meal content, lifestyle factors, biochemical parameters, and microbiota data (16S rRNA gene sequence analysis). Adding microbiome data increased the explained variance in peak glycemic levels (GLUmax) from 34 to 42% and in incremental area under the glycemic curve (iAUC120) from 50 to 52%. …”
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Similarity Index Values in Fuzzy Logic and the Support Vector Machine Method Applied to the Identification of Changes in Movement Patterns During Biceps-Curl Weight-Lifting Exercis... by André B. Peres, Tiago A. F. Almeida, Danilo A. Massini, Anderson G. Macedo, Mário C. Espada, Ricardo A. M. Robalo, Rafael Oliveira, João P. Brito, Dalton M. Pessôa Filho

“…This study presents a proposal for the use of Morisita–Horn similarity indices in modelling with machine learning methods to identify changes in positional sequence patterns during the biceps-curl weight-lifting exercise with a barbell. …”
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Analysis of genetic diversity of Zymoseptoria tritici populations in central and south-eastern Ethiopia by Ayantu Tucho, Ayantu Tucho, Tilahun Mekonnen, Farideh Ghadamgahi, Samrat Ghosh, Diriba Muleta, Kassahun Tesfaye, Kassahun Tesfaye, Eu Shang Wang, Tesfaye Alemu, Ramesh Raju Vetukuri

“…A total of 165 isolates were confirmed by Sanger sequencing of the internal transcribed spacer (ITS) region of nuclear DNA (rDNA) region. …”
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SSR_VibraProfiler: a Python package for accurate classification of varieties using SSRs with intra-variety specificity and inter-variety polymorphism by Chenhao Jiang, Chuan Dong, Zhenzhen Wu, Chenyi Shi, Qiannan Ye, Xiaopei Wu, Siyi Ma, Yuming Wen, Guoping Yu, Jiasheng Wu, Chengjun Zhang

“…The advancement of modern sequencing technology has provided the possibility of directly extracting SSR characteristics from sequencing data and using them for variety identification. …”
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Characterisation of Asian Snakehead Murrel Channa striata (Channidae) in Malaysia: An Insight into Molecular Data and Morphological Approach by Li Min Song, Kaviarasu Munian, Zulkafli Abd Rashid, Subha Bhassu

“…Ecological heterogeneity caused high phenotypic variance and was not correlated with genetic variance among the populations. …”
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Bivariate GWAS performed on rabbits divergently selected for intramuscular fat content reveals pleiotropic genomic regions and genes related to meat and carcass quality traits by Bolívar Samuel Sosa-Madrid, Agostina Zubiri-Gaitán, Noelia Ibañez-Escriche, Agustín Blasco, Pilar Hernández

“…Additionally, whole-genome sequencing data from these lines were used to identify potential causal variants associated with the genetic markers. …”
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Immunogenicity of monkeypox virus surface proteins and cross-reactive antibody responses in vaccinated and infected individuals: implications for vaccine and therapeutic developmen... by Jing Liu, Xun Wang, Yiting Zhang, Changyi Liu, Meng Zhang, Chen Li, Peiling Liu, Shanshan Li, Kaifeng Wei, Yiming Cai, Hongjie Yu, Zhiliang Hu, Pengfei Wang, Yanliang Zhang

“…Immunogenicity, cross-reactive antibody responses, and amino acid similarity to 15 MPXV surface proteins were assessed using enzyme-linked immunosorbent assays, VACV neutralization tests, and sequence alignment. Data analysis methods included analysis of variance, Mann–Whitney U test, binary logistic regression, Pearson correlation, and linear regression, with a significance threshold of P < 0.05. …”
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Polygenic risk score prediction accuracy convergence by Léo Henches, Jihye Kim, Zhiyu Yang, Simone Rubinacci, Gabriel Pires, Clara Albiñana, Christophe Boetto, Hanna Julienne, Arthur Frouin, Antoine Auvergne, Yuka Suzuki, Sarah Djebali, Olivier Delaneau, Andrea Ganna, Bjarni Vilhjálmsson, Florian Privé, Hugues Aschard

“…The performance of existing polygenic scores is still limited but is expected to improve with increasing GWAS sample sizes and the development of new, more powerful methods. Theoretically, the variance explained by PRS can be as high as the total additive genetic variance, but it is unclear how much of that variance has already been captured by PRS. …”
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Reproducible Effects of Sex and Acquisition Order on Multiple Global Signal Metrics: Implications for Functional Connectivity Studies of Phenotypic Individual Differences Using fMR... by Henry W. Chase, Danella M. Hafeman, Merage Ghane, Alexander Skeba, Tyler Brady, Haris A. Aslam, Richelle Stiffler, Lisa Bonar, Simona Graur, Genna Bebko, Michele Bertocci, Satish Iyengar, Mary L. Phillips

“…Methods Here, we evaluated measures of FC, regional variance, and global signal (GS) across six functional MRI (fMRI) sequences of different tasks and resting states and their relationship with individual differences in self‐reported measures of symptoms of depression, anxiety, impulsivity, reward sensitivity, and sensation seeking, as well as demographic variables and acquisition order, within groups of distressed and healthy young adults (18–25 years old). …”
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The duodenal mucosa associated microbiome, visceral sensory function, immune activation and psychological comorbidities in functional gastrointestinal disorders with and without se... by Ayesha Shah, Seungha Kang, Nicholas J Talley, Anh Do, Marjorie M Walker, Erin R Shanahan, Natasha A Koloski, Michael P Jones, Simon Keely, Mark Morrison, Gerald J Holtmann

“…Peripheral gut homing T-cells (CD4+α4+β7+CCR9+/CD8+α4+β7+CCR9+) were quantified, and the d-MAM was assessed by DNA sequencing for 46 subjects. Factors of bacterial genera were extracted utilizing factor analysis with varimax rotation and factors univariately associated with FGID or SR-NCWS included in a subsequent multivariate analysis of variance to identify statistically independent discriminators. …”
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Novel genetic association with migratory diapause in Australian monarch butterflies by William Hemstrom, Micah Freedman, Myron P. Zalucki, Michael Miller

“…Results We raised and sequenced individuals from Queensland, Australia under environmental conditions associated with migration initiation and found strong variance in reproductive diapause, a key migratory trait, between families which was associated with variation at the spectrin beta chain protein Karst. …”
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