Indirect effect of psychological capital by using Partial Least Square (PLS) path analysis by Nanthini Balu, Maya Rathnasabapathy

“…Smart Partial Least Squares (PLS) software used for Path analysis and the results showed that the average variance extracted (AVE) values for LH (0.658), PsyCap (0.733), and PWB (0.681) were exceeded the Fornell-Larcker criterion for discriminant validity. The variance accounted for (VAF) indirect effect was 41.3 %, suggesting partial mediation. …”
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Effects of GNSS Receiver Tuning on the PLL Tracking Jitter Estimation in the Presence of Ionospheric Scintillation by K. Guo, M. Aquino, S. Vadakke Veettil

“…Additionally, the tracking jitter is estimated by theoretical equations and verified using the relationship with the PLL discriminator output noise, which is calculated using the post‐correlation measurements. …”
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Analysis of Flavonoid in Medicinal Plant Extract Using Infrared Spectroscopy and Chemometrics by Lestyo Wulandari, Yuni Retnaningtyas, Nuri, Hilmia Lukman

“…The chemometric method used for calibration analysis was Partial Last Square (PLS) and the methods used for classification analysis were Linear Discriminant Analysis (LDA), Soft Independent Modelling of Class Analogies (SIMCA), and Support Vector Machines (SVM). …”
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The Chinese version of Selection, Optimization, and Compensation Questionnaire: psychometric properties among adolescent students by Mengjun Zhu, Xing’an Yao, Abu Talib Mansor

“…The reliability coefficients (Cronbach’s α, McDonald’s ω), composite reliability (rho_c), and reliability coefficient (rho_a), convergent and discriminant validity were good. Concurrent criterion validity, and incremental validity were demonstrated by the SOC Questionnaire and the LES.ConclusionThe 17-item, 3-factor SOC Questionnaire demonstrated strong reliability and validity, thus offering a new multidimensional of the SOC Questionnaire to evaluate intentional self-regulation among adolescents in schools.…”
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Experimental Study of Reciprocating Friction between Rape Stalk and Bionic Nonsmooth Surface Units by Zheng Ma, Yaoming Li, Lizhang Xu

“…The short-time Fourier transform method was used to discriminate the stable phase of friction signals and the stick-lag distance was defined to analyze the stable reciprocating friction in a phase diagram. …”
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Advanced Malware Detection: Integrating Convolutional Neural Networks with LSTM RNNs for Enhanced Security by Balsam Ridha Habeeb Alsaedi

“…Although we extracted 1,000 features, we trimmed the list to 120 features using linear discriminant analysis for more efficient and effective classification. …”
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Identification model of mine water inrush source based on XGBoost and SHAP by Bencong Kou, Tingxin Wen

“…The model uses Ca2+, Mg2+, K+ + Na+, HCO3 -, Cl-, SO4 2-, Hardness, and pH as discriminators, and the key parameters in the XGBoost model are optimized by introducing the improved sparrow search algorithm. …”
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Investigation on Texture Changes and Classification between Cold-Fresh and Freeze-Thawed Tan Mutton by Dongdong Li, Yaling Peng, Haihong Zhang

“…By combining these feature wavelengths with classified variables, the SNV + MSC−CARS−PLS-DA (partial least squares-discriminate analysis, PLS-DA) and SNV + MSC−SPA−PLS-DA models for classification of C-F and F-T Tan mutton were established. …”
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Prevalence of Anxiety among Hungarian Subjects with Parkinson’s Disease by Márton Kovács, Attila Makkos, Rita Weintraut, Kázmér Karádi, József Janszky, Norbert Kovács

“…The cutoff value for PAS which best discriminated the presence of anxiety from the absence was 12.5 points (sensitivity of 88.6%, specificity of 79.9). …”
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A hybrid attention generative adversarial network for Chinese landscape painting by Qiongshuai Lyu, Na Zhao, Zhiyuan Sun, Yu Yang, Chi Zhang, Ruolin Shi

“…In this paper, we propose HA-GAN to transform sketches into Chinese landscape paintings, a new GAN-based framework that builds upon a hybrid attention generator and a discriminator. To generate more realistic landscape paintings, we have designed a hybrid attention module (HA) containing style attention, spatial attention, and channel attention. …”
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RadiomixNet: Integrating Radiomics and Feature Extraction for Advanced Pneumonia Diagnosis by Rahul Gowtham Poola, Siva Sankar Yellampalli

“…Diverse classifiers, including Bernoulli Naïve Bayes, Random Subspace Boost, Quadratic Discriminant, and Gradient Boosting, were employed to classify test X-rays. …”
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The Local Triangle Structure Centrality Method to Rank Nodes in Networks by Xiaojian Ma, Yinghong Ma

“…The simulation results of the discriminability and the correctness compared with pairs of ranks (one is generated by SIR model and the others are generated by central nodes measures) show that LTSC outperforms some other local or semilocal methods in evaluating the node’s influence in most cases, such as degree, betweenness, H-index, local centrality, local structure centrality, K-shell, and S-shell. …”
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Effects of Grazing Intensity on Microbial Diversity at Different Soil Depths in Desert Steppe Soils by Yuxin Wang, Xin Ju, Qian Wu, Guodong Han

“…Key soil physicochemical properties and plant characteristics were analyzed alongside microbial diversity and community composition, which were assessed by identifying amplicon sequence variants and by conducting linear discriminant analysis effect size. The results showed that grazing intensity significantly impacted soil moisture, organic carbon, total nitrogen, and phosphorus levels, with a notable decrease in plant cover and microbial diversity under heavy grazing. …”
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Building Earthquake Damage Analysis Using Terrestrial Laser Scanning Data by Qisong Jiao, Hongbo Jiang, Qiang Li

“…On the basis of existing data, the weighted average standard deviations of the tilt direction and center point can be used to establish discriminant functions that can effectively distinguish the damage extent.…”
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Intrauterine Growth Restriction: Effects of Physiological Fetal Growth Determinants on Diagnosis by Kjell Haram, Eirik Søfteland, Radek Bukowski

“…Growth potential norms are a better discriminator of aberrations of fetal growth than population, ultrasound, and customized norms.…”
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Effect of Inoculated Fermentation with Lactic Acid Bacteria on the Quality of Fermented Beef-Soybean Paste by ZOU Jinhao, SHEN Hongyun, LONG Zhengyu, YANG Huaigu, TANG Daobang

“…By calculation of relative odor activity value (ROAV) as well as using orthogonal partial least squares-discriminant analysis (OPLS-DA), it was found that inoculated fermentation with lactic acid bacteria changed the composition of key volatile flavor compounds in the paste, with Lp-Pp inoculation promoting the generation of ethyl octanoate, isovaleraldehyde, benzaldehyde and phenylacetaldehyde, thereby contributing to the good flavor of the paste. …”
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Adaptation and psychometric properties of the Multigroup Ethnic Identity Inventory in secondary education by S. Suherman, T. Vidákovich

“…Consistency reliability measured by Cronbach’s alpha (α), ranged from .69 to .85, and composite reliability, assessed by McDonald’s (ω), ranged from .64 to .83. Discriminant validity was observed with a range from .591 to .696. …”
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Hand Detection Using Cascade of Softmax Classifiers by Yan-Guo Zhao, Feng Zheng, Zhan Song

“…The SftB models are used to distinguish the predefined postures from the background regions, and the SftM model is applied to discriminate among all the predefined hand posture categories. …”
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LINGUISTIC AND ACOUSTIC RESOURCES OF THE COMPUTER-BASED SYSTEM FOR ANALYSIS AND INTERPRETATION OF SPEECH INTONATION by Yu. A. Zdaranok

“…This article describes a novel approach to discriminating native and nonnative utterances based on suprasegmental features that constitute the intonation of the syntagma. …”
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Canopy Spectral Characterization of Wheat Stripe Rust in Latent Period by Qi Liu, Yilin Gu, Shuhe Wang, Cuicui Wang, Zhanhong Ma

“…In this study, the spectral data were collected from wheat canopy during the latent period inoculated with three different concentrations of urediniospores and classification models based on discriminant partial least squares (DPLS) were built to differentiate leaves with and without infection of the stripe rust pathogen. …”
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