VAE-WACGAN: An Improved Data Augmentation Method Based on VAEGAN for Intrusion Detection by Wuxin Tian, Yanping Shen, Na Guo, Jing Yuan, Yanqing Yang

“…The results demonstrate that the VAE-WACGAN method effectively enhances the performance metrics of the intrusion detection model. …”
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Identification of the Exercise and Time Effects on Human Skeletal Muscle through Bioinformatics Methods by Mufang Feng, Jie Ji, Xiaoliu Li, Xinming Ye

“…Background. The human body has more than 600 kinds of skeletal muscles, which accounts for about 40% of the whole weight. …”
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Comparative Analysis of Analytical Methods for Quantifying the Deacetylation Degree in Chitosan Polymer Chains by Talita Martins, Gustavo L. Oliveira, Samuel B. Henriques, Eduardo H.M. Nunes

“…Despite observed differences between methods, all techniques effectively quantified DD, shedding light on factors such as sample solubility, moisture content, baseline correction, and instrument accuracy that contribute to these differences. …”
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Game-like situations training method and endurance impact on volleyball player performance by Nova Risma, Umar Umar, Syahrial Bakhtiar, Yovhandra Ockta

“…The results showed that the game-like situations training method was more effective than endurance training in improving volleyball skills, particularly for players with high skill levels. …”
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A spatial bearing fault classification method based on improved APSMOTE-WKMFA by CHEN Chao, YANG Chenhao, XU Haosen, WAN Ouying, HAN Liling

“…Aiming at the problem of poor classification performance of a model for a few classes of fault samples in the case of category imbalance, the spatial bearing fault classification method based on an improved affinity propagation synthetic minority oversampling technique-wavelet kernel marginal Fisher analysis （APSMOTE-WKMFA） was proposed.MethodsFirstly, the geodesic distance was used as the similarity metric for the affinity propagation algorithm, and the synthetic minority oversampling technique （SMOTE） was used to generate samples in the filtered subclusters up to the class balance. …”
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Kriging-Based Variable Screening Method for Aircraft Optimization Problems with Expensive Functions by Yadong Wang, Xinyao Duan, Jiang Wang, Jin Guo, Minglei Han

“…As a result, it is desirable to use fewer samples to determine the influential inputs to achieve a simple, more efficient optimization process. …”
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Analysis of Method Performance for Quantitative Assessment of Listeria monocytogenes in Queso Fresco Cheese by Neha Singh, Ravinder Reddy, Karina Hettwer, Kirstin Frost, Matthew Kmet, Steffen Uhlig

“…Statistical analysis was conducted to analyze test sample preparation and evaluate the performance of the quantitative method by utilizing participant’s data. …”
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Performance evaluation of extreme value prediction methods for bridge traffic load effects by Miaomiao Xu, Xiao-Yi Zhou, Jie Shen, Deliang Ding, Sugong Cao, C. S. Cai

“…The analysis is then extended to more realistic scenarios, where long-run simulations provide benchmark results for evaluating the accuracy of each method. …”
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Detection of intestinal parasites by different methods in our type 2 diabetic patients by Müge Özsan Yılmaz

“…In this study, we also compared different parasite detection methods in this patient population and showed that RAT is a more sensitive method.…”
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HCLC-FC: A novel statistical method for phenome-wide association studies. by Xiaoyu Liang, Xuewei Cao, Qiuying Sha, Shuanglin Zhang

“…We also apply the proposed approach to a set of EMR-based phenotypes across more than 300,000 samples from the UK Biobank. We find that the proposed approach not only can well-control FDR at a nominal level but also successfully identify 1,244 significant SNPs that are reported to be associated with some phenotypes in the GWAS catalog. …”
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An Information-Theoretic Method for Identifying Effective Treatments and Policies at the Beginning of a Pandemic by Amos Golan, Tinatin Mumladze, Jeffery M. Perloff, Danielle Wilson

“…Later experiments and statistical analyses based on more recent, richer data confirm that these factors contribute to survival. …”
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Deep learning-based ranking method for subgroup and predictive biomarker identification in patients by Zihuan Liu, Yihua Gu, Xin Huang

“…We evaluate its performance using simulated datasets that vary in complexity, treatment effect strength, and sample size. We also apply the method to the adalimumab (Humira, AbbVie) hidradenitis suppurativa (HS) clinical trial data, analyzing patient characteristics and treatment outcomes. …”
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Experimental and discrete element method study on the mechanical properties of hole-fracture sandstone by Peijie Lou, Peijie Lou, Peijie Lou, Peijie Lou, Lichen Sun, Cheng Pan, Penghui Ji, Huan Liu

“…To explore the interaction between holes and fractures in defective white sandstone, uniaxial compression tests were conducted on samples with varying horizontal distances between holes and fractures. …”
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Two-step method for predicting Young's modulus of nanocomposites containing nanodiamond particles by Hadi Nematollahi, Mohsen Mohammadi, Muhammad Tajammal Munir, Yasser Zare, Kyong Yop Rhee

“…The results obtained using the proposed method agreed well the experimental data of various nanocomposite samples. …”
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DEVELOPING THE METHODS OF FOOD PRESERVATIVES EXTRACTION FROM COMPLEX MATRICES FOR BIOASSAY PURPOSE by A. V. Samoilov, N. M. Suraeva, S. V. Koptsev, S. V. Glazkov

“…Onion roots were used as a test object in this method. Two extraction methods of benzoic and sorbic acids added to pureed vegetables have been developed. …”
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A method based on clustering fast search for bearing performance degradation assessment by ShengWen Zhou, Li Zhang, Xiaoming Yang, Fan Xu, BaiGang Du, RuiPing Luo, Wenhui Zeng

“…The results show that CFS outperforms other clustering methods and models, including root mean square, kurtosis, Shannon entropy, approximate entropy, and permutation entropy, detecting early-stage degradation more precisely.…”
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Assessing point load strength in irregular phyllite via an equivalent area method. by Hong Zhang, Yong Cao, Qiang Luo, Wei Qi

“…Through extensive testing on phyllite, we demonstrate that this method provides more stable estimates of point load strength and offers practical guidelines for specimen selection, making it highly relevant for geotechnical applications in weak-rock environments.…”
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Evaluation of odontometric methods in immature permanent teeth: Research for a better practise by Vicko Kristina, Nikolić-Ivošević Jelena, Petrović Bojan

“…Conclusion. The radiographic method and tactile method stand out as dominant methods for odontometry in permanent immature teeth, thanks to highly accurate readings, while the electroodontometry is considered the most unreliable method for determining working length in immature permanent teeth.…”
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The proteome of circulating extracellular vesicles and their functional effect on platelets vary with the isolation method by Eva M. Fernández-Sáez, Susana B. Bravo, Carmen Pena, Ángel García

“…The latter suggests that EVs obtained by SEC seem more suitable for platelet-related functional studies compared to those obtained by UC. …”
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Microbiological Assessment of the Different Hand Drying Methods and Washroom Environment Cross-Contamination by Fayza Kouadri

“…One hundred sixty samples were collected from finger pads and palms, before and after drying. …”
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