Fault Diagnosis Analysis of Variable Working Condition Gearbox based on DWAE and GRUNN Combination Model by Chuanhui Liu, Xiaojing Chen, Xiaoxiao Hou, Qiang Zhu, Yong Dong

“…When the number of samples is more than 200， stable accuracy could be obtained by testing the waiting samples， and the accuracy is the highest by dWAe-Grunn method. …”
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Robust Semisupervised Nonnegative Local Coordinate Factorization for Data Representation by Wei Jiang, Qian Lv, Chenggang Yan, Kewei Tang, Jie Zhang

“…Several experiments conducted in this study on face and gene datasets clearly indicate that the proposed method is more effective and robust compared to the state-of-the-art methods.…”
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An Improved Machine Learning-Based Model for Detecting and Classifying PQDs with High Noise Immunity in Renewable-Integrated Microgrids by Irfan Ali Channa, Dazi Li, Mohsin Ali Koondhar, Fida Hussain Dahri, Ibrahim Mahariq

“…The simulation results confirm that the proposed method is more effective and accurate than other intelligent classifiers.…”
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Minimising Security Deviations in Software-Defined Networks Using Deep Learning by mohammed alghaloom

“…A comprehensive data analysis was conducted, beginning with feature identification and dimensionality reduction using the Gain Information method to filter out redundant features, thereby improving model performance. …”
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An Analysis of the Role of Participation in Sustainable Social Development Neighborhoods Case Study: Neighborhoods of District 8 of Tehran by Maryam rahmani Lashgari, Alireza Estalaji, Azita Rajabi, Majid Vali Shariat Panahi

“…The statistical population of the study consists of a group of experts who were selected by the available method of 20 people as the sample size of the study. …”
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Penerapan Metode Profile Matching untuk Menunjang Keputusan Seleksi Penerimaan Anggota pada Perusahaan Marikator by Widia Ramadhani, Yuliwanda Anggi Kusumastuti, Elvi Fetrina, Qurrotul Aini, Meinarini Catur Utami

“…This approach considers criteria such as CVs, short essays, and interviews, using prospective member data comprising 19 (nineteen) individuals as the population and 5 (five) as the sample. Profile matching is a systematic approach for comparing the suitability of prospective member profiles against predefined criteria, enabling a more detailed and objective evaluation. …”
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Effect of antibiotics on the cellulolytic and nitrification activity of gray forest soil by T. A. Trifonova, A. G. Kosmacheva, S. M. Chesnokova

“…The study was carried out by conducting laboratory model experiments. The analysed samples were incubated at 27°C and in the absence of illumination for 30 days and then subsequently analysed for cellulolytic activity (by the application method) and nitrification activity (by the potentiometric method). …”
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Study on Strength Development Mechanism of Organic Soil in Dianchi Lake, China by Siyang Huang, Jing Cao, Cheng Kong, Yue Gao, Yunfei Song, Fangyi Liu, Huafeng Sun, Zhengcong Lai, Weiming Zhu, Hanhua Xu

“…With the increase of steeping age, the UCS of the 5% HA samples continued to increase and gradually became stable, and when the content of the HA reagent is more than 5%, the UCS curve first increases and then decreases. …”
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Matrix-induced sugaring-out liquid–liquid extraction for the determination of fumagillin and dicyclohexylamine residues in honey by LC–MS/MS by Thomas S. Thompson, Johan P. van den Heever, Melissa J. Zarft

“…Fumagillin was found in 28 samples at concentrations from 5 to 74 µg kg−1. Residues of DCH were observed more frequently (265 samples) at concentrations ranging from 5 to 219 µg kg−1.…”
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Access-based land value appreciation for assessing project benefits by Yadi Wang, David Levinson

“… The traditional mobility-oriented travel-time saving benefit assessment method has been repeatedly questioned for numerous intrinsic flaws, motivating the search for alternative benefit assessment approaches. …”
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Access-based land value appreciation for assessing project benefits by Yadi Wang, David Levinson

“… The traditional mobility-oriented travel-time saving benefit assessment method has been repeatedly questioned for numerous intrinsic flaws, motivating the search for alternative benefit assessment approaches. …”
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Open Innovation the Impact of Social Capital on Tourism Growth Through the Mediating Role of Open Innovation (Case study: The municipality of Khomam County) by Seyed Hamed Hashemi, Hossein Poorghasem

“…In this study, the census method is used to select the sample. The sampling method of the present study is the whole number. 4. …”
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Multi-state models: metapopulation and life history analyses by A. N. Arnason, E. Cam

“…The use of data–intensive sampling methods to fit this model neatly sidesteps the insurmountable problem for a purely frequentist (likelihood) approach of having to integrate out the Nt from the likelihood. …”
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Causal relationship between educational attainment and the occurrence of venous thromboembolism by Sitong Guo, Sitao Tan, Shiran Qin, Dandan Xu, Henghai Su, Xiaoyu Chen

“…We aimed to assess the causal effect of EA on VTE using the two-sample mendelian randomization (MR) method. Methods Data mining was conducted on the genome wide association studies (GWAS), with exposure factor EA and outcome factor VTE. …”
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GO/Co-MOF/NiMnCu nanocomposite as a possible candidate for the future of the supercapacitor generations by Elham Mazaheri, Ali Bahari, Shahram Ghasemi

“…Thus, GO/ CoMOF/ NiMnCu sample has much larger specific capacitance, which can affect the sample structure and improve electrical characteristics, yield to more occupation sites and/or specific surface area, enhancement of the carrier (electrons, ions) transportation in the supercapacitor devices. …”
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The Impact of Managerial Overconfidence on Expenses Classification Shifting: The Moderating Role of Comparability of Financial Statements by Farshid Riahi Dorcheh, Iraj Torabi

“…In this research, the systematic elimination method was used to reach the sample, and 130 companies were selected as the research sample. …”
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Role of leisure and sleep in promoting daily physical activity in adults with down syndrome by Melissa R. Jenkins, Victoria L. Fleming, Emily K. Schworer, Yiwen Dong, Dana L. Tudorascu, Benjamin L. Handen, Sigan L. Hartley

“…This study examined how daily fluctuations in two lifestyle factors, sleep and leisure, affect physical activity in adults with DS.Method: For 7 days, a sample of adults with DS (N = 109) wore a GT9X ActiGraph accelerometer to collect movement and sleep data and completed a daily diary to record leisure engagement. …”
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Knowledge of Displaced Women in Relation to Family Planning in Kirkuk City by Darya Yassin Mustafa

“… Background: Family planning method which is safe and effective for every woman makes her able to protect her and her children health. …”
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Study of Fatigue and Bending Properties For Epoxy / Kevlar - Glass Fibers and Hybrid Composite by Baghdad Science Journal

“…According to hybrid composite sample fatigue test results showed that the sample which reinforced (Kevlar - regular glass – Kevlar) has a best results which showed stress carrying the most powerful and longer fatigue life with more than (1.3 ×10 6) cycle from other hybrids , while the sample with the sample with three Kevlar reinforced layers have less resistant to fatigue…”
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Postharvest Differences between Conventional and Artificial Drying of Hazelnut by Ali Turan, Ali İslam

“…As expected, monounsaturated fatty acids (MUFA) were the main fatty acid group (81.75–83.59%) followed by polyunsaturated fatty acids (10.20–11.48%) and saturated fatty acids (5.38–6.96%). Samples dried in AR had more MUFA (83.59%) than sun-dried (CN and GS) samples. …”
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