Multi-Source Reinforced Selective Domain Adaptation for Cross-Subject and Cross-Session EEG-Based Emotion Recognition by Xin Deng, Xinyi Hong, LiJiao Ai, Xingchen Li, Chenhui Li

“…In recent years, transfer learning methods have found widespread applications in emotion recognition, especially in domains with limited labeled data. …”
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Application of Non-Sparse Manifold Regularized Multiple Kernel Classifier by Tao Yang

“…The risk bound is briefly introduced based on the local Rademacher complexity. Experiments on several datasets and comparisons with several methods show that the efficiency of the proposed model to be used in semi-supervised scenario.…”
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Mutation on JmjC domain of UTX impaired its antitumor effects in pancreatic cancer via inhibiting G0S2 expression and activating the Toll-like signaling pathway by Xiao-hua Shen, Shu-ping Xiong, Sheng-peng Wang, Shan Lu, Yi-ye Wan, Hui-qing Zhang

“…This study aimed to explore how UTX mutation would affect its related function in PC. Method Exome sequencing was used to analyze PC samples. …”
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Screening and identification of antagonistic bacterium Pseudomonas chlororaphis for walnut rot disease and its effect on promoting germination of seeds and growth of seedlings in w... by LIU Zhijin, SHAN Lulu, Maliyanguli Tuerdi, LI Tong, KANG Qihang, ZHANG Rui, DONG Ning, CHEN Xiaofei

“…[Objective] The study aimed to select indigenous bacterial strain that could control walnut rot and other fungal diseases and promote the germination of seeds and growth of seedlings of walnut. [Methods] Bacteria were isolated from the rhizosphere soil of walnut (Juglans regia L.) trees using confronting plate methods and streaked on agar to screen for antagonistic strains. …”
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Positive and Negative Affect Differentially Predict Individual Differences and Intra-Individual Changes in Daily Cognitive Failures in Younger and Older Adults by Ysabel A. Guevarra, Nadyanna M. Majeed, Eva M. Hisham, Andree Hartanto

“…This study investigates the impact of positive and negative affect on cognitive failures, using daily diary methods to examine both within-person and between-person associations in a sample of younger adults from Singapore and adults across the lifespan from the United States (US). (2) Methods: Participants (Singapore: <i>N</i> = 253, US: <i>N</i> = 1726) completed daily diaries over seven (Singapore) or eight (US) consecutive days. …”
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Longitudinal Metabolomics Data Analysis Informed by Mechanistic Models by Lu Li, Huub Hoefsloot, Barbara M. Bakker, David Horner, Morten A. Rasmussen, Age K. Smilde, Evrim Acar

“…This paper introduces a novel data analysis approach to incorporate mechanistic models in metabolomics data analysis. <b>Methods</b>: We arranged time-resolved metabolomics measurements of plasma samples collected during a meal challenge test from the COPSAC₂₀₀₀ cohort as a third-order tensor: <i>subjects</i> by <i>metabolites</i> by <i>time samples</i>. …”
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Development of recipes for poultry snacks and their quality assessment by I. V. Asfondyarova, A. A. Abutalimova, V. A. Demchenko

“…The Research objectives are to develop snack recipes and study their quality based on organoleptic and physicochemical parameters. The methods used are analysis, experiment, measurement. …”
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Exosomes derived from hypoxic mesenchymal stem cells restore ovarian function by enhancing angiogenesis by Qingxi Qu, Linghong Liu, Limei Wang, Yuqian Cui, Chunxiao Liu, Xuanxuan Jing, Xiaoxuan Xu

“…Abstract Background hucMSC-exosomes can be engineered to strengthen their therapeutic potential, and the present study aimed to explore whether hypoxic preconditioning can enhance the angiogenic potential of hucMSC-exosomes in an experimental model of POF. Methods Primary hucMSCs and ROMECs were isolated from fresh tissue samples and assessed through a series of experiments. …”
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FTIR-SpectralGAN: A Spectral Data Augmentation Generative Adversarial Network for Aero-Engine Hot Jet FTIR Spectral Classification by Shuhan Du, Yurong Liao, Rui Feng, Fengkun Luo, Zhaoming Li

“…Experimental results demonstrate that the spectral classification accuracy reaches up to 99%, effectively addressing the overfitting issue commonly encountered in CNN-based classification tasks with limited samples. Comparative experiments show that FTIR-SpectralGAN outperforms classical data augmentation methods and CVAE-based synthetic data enhancement approaches. …”
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Use of whole grain wheat-triticale flour for production bakery products by Roman Kh. Kandrokov, Sergey A. Katin, Aleksey O. Sivtsev, Dmitry N. Veremyev, Ekaterina V. Pestova

“…The purpose of the work is to develop technological solutions for the use of whole-ground wheat-triticale flour of various ratios in the production of bakery products. Methods. Using generally accepted physicochemical and organoleptic methods, we analyzed the objects of study - samples of whole-ground wheat-triticale flour of various ratios and bakery products made from them. …”
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Reducing Allergenicity by Biocatalytic Conversion of Whey Protein Using Aspergillus oryx season by Podlegaeva Tatiana V., Kozlova Oksana V., Kriger Olga V., Poturaeva Natalia L.

“…The research provided an optimal concentration of the enzyme preparation, as well as temperature parameters, reaction time, and the effect of pH on the intensity of the process. The experiment involved standard research methods. The mass fraction of free amino acids was determined by distribution chromatography after protein hydrolysis. …”
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Identification and Characterisation of Seed-Borne Fungal Pathogens Associated with Maize (Zea mays L.) by M. L. Goko, J. C. Murimwa, E. Gasura, J. T. Rugare, E. Ngadze

“…The agar plating method using PDA medium was used to detect fungal pathogens on the maize seeds. …”
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Understanding and supporting parenting in parents seeking PTSD treatment: a qualitative study by Laurien Meijer, Kathleen Thomaes, Buket Karadeniz, Catrin Finkenauer

“…To answer this question, we investigated parenting challenges, parent–child communication about PTSD, strengths, and social support experiences of parents with PTSD.Method: The sample included 14 parents seeking PTSD treatment at a tertiary mental healthcare institution, while parenting children aged 4-17. …”
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Religious tourism and life satisfaction: the role of motivation, perceived value and social cohesion by Shang-Pao Yeh, Tai-Ying Chiang, Jia-Hao Zhong, Shih-Shuo Yeh

“…Dongshan is a small town in Tainan, Taiwan. Methods: Data collection with a snowball sample occurred from 23-12-2023, to 10-1-2024, yielding 304 responses. …”
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LAF: Enhancing person re-identification via Latent-Assisted Feature Fusion by Minglang Li, Zhiyong Tao, Sen Lin, Kaihao Feng

“…Person re-identification (Re-ID) in real-world scenarios is challenged by occlusions, viewpoint variations, and individuals with similar attributes. Existing methods predominantly rely on salient regions, yet such regions often become unreliable under occlusion or in crowded environments, leading to ambiguous feature representations. …”
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Pengaruh Pemberian Mesenchymal Stem Cells Wharton’s Jelly terhadap Ekspresi Gen PPAR-γ pada Tikus Alzheimer by Nabila Priscilla Putri, Hirowati Ali, Tofrizal Tofrizal, Eryati Darwin, Restu Susanti, Hasmiwati Hasmiwati

“…Objective:  To observed the PPAR-γ Gene expression in Alzheimer's Mice. Methods: The mice are induced using AlCl3 and were given MSC-WJ. …”
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Self-regulation as a context of critical thinking in cyberpolice officers by О. V. Medvedieva

“…The following methodological tools were used: test of critical thinking, methods of self-management research, methods of diagnostics of regulation focus. …”
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Effects of an Inertization System on Waste Plastic Pyrolysis in a Fixed Bed Reactor by Saša Papuga, Stefano Vecchio Ciprioti, Milica Djurdjevic, Aleksandra Kolundzija

“…When applying the two observed methods of reactor inertization, the average yields of pyrolysis oil and gas differed by 1.7% and 1.8%, respectively. …”
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The influence of stoniness on the temperature of the arable horizon of alluvial meadow pebble soil during sprinkling under extreme conditions by Arsen N. Kurtnezirov, Anna E. Khadzhidi, Evgeny V. Kuznetsov

“…Methods of mathematical statistics were used in processing the experiments. …”
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Comparison of 70% alcohol, Deconex, H2O2 and UV Light for disinfection of surfaces and equipment’s infertility Research laboratory of Yazd by F Anbari, A Nabi, M Khalili

“…Background: Decontamination is a process that infectious organisms are removed by physical and chemical methods. The advantages and disadvantages of each of these values can lead to a clear viewpoint of an appropriate sterilization process. …”
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