A cross‐project defect prediction method based on multi‐adaptation and nuclear norm by Qingan Huang, Le Ma, Siyu Jiang, Guobin Wu, Hengjie Song, Libiao Jiang, Chunyun Zheng

“…More importantly, the nuclear norm module was constructed, which improved the discriminability and diversity of the target sample by calculating and maximizing the nuclear norm of the target sample in the process of domain adaptation, thus improving the performance of MANN. …”
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Multi-View Prototypical Transport for Unsupervised Domain Adaptation by Sunhyeok Lee, Dae-Shik Kim

“…These deeper representations, while discriminative, often fail to generalize under distributional shifts due to their specificity. …”
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Analysis of Corn Deterioration Due to Molding Using Surface-Enhanced Raman Spectroscopy by Xiaoyan Wei, Guifang Wu, Pengcheng Qiu, Huihe Yang, Shubin Yan, Jianing Di, Xiangpeng Zhao, Feixu Zhang, Hongda Zhang

“…Feature peaks were identified using partial least squares discriminant analysis (PLS-DA) regression coefficients, supplemented by manual selection, resulting in eight characteristic wavenumber peaks (482, 878, 1046, 1082, 1220, 1276, 1452, and 1590 cm-¹). …”
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A New Activated Carbon for CO Capture from Coal-Fired Boiler Flue Gas by J. Don Carruthers, Melissa A. Petruska, Gopala Krishnan, Marc Hornbostel, Jianer Bao

“…With the current environmental interest in controlling greenhouse gases, there is a new focus on materials that can discriminate between gas molecules by capturing those gases that must be curtailed and releasing those that pose no adverse effects to the atmosphere. …”
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A Vibration Reliability Analysis Method for the Uncertain Space Beam Structure by Yanyu Mo, Shuxiang Guo, Cheng Tang

“…A frequency analysis method based on the monotonicity discriminant of the frequency sensitivity is presented. …”
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The The Impact of Leadership, Stakeholder Roles, and Tourist Actor Competence on Tourism Destination in Indonesia by Mochamad D. S. Alam, Moses G. R. Pandin, Umi Muzayanah, Siti Muawanah, Khasbullah Huda

“…The outer and inner models are evaluated using Smart Partial Least Square 3.0, and the validity test is performed by examining the convergent and discriminant validity. The study's findings indicate that leadership, stakeholder roles, tourist actor competence, and RIPPARDA - Mojokerto City implementation all have a direct impact on tourist destination governance. …”
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Evaluation of operational parameters for clinical evaluation of skin hydration by corneometry method by Laura Moretti Aiello, Mariane Massufero Vergílio, Silas Arandas Monteiro e Silva, Gislaine Ricci Leonardi

“…The equipment exhibited high sensitivity and accurately discriminated the differences between hydrated and dry skin. …”
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Factors Influencing the Intention of Perinatal Nurses to Adopt the Baby-Friendly Hospital Initiative in Southeastern Quebec, Canada: Implications for Practice by Guylaine Chabot, Marie Lacombe

“…Hierarchical multiple linear regression analyses were performed to assess the relationship between key independent variables and nurses’ intention to adopt the BFHI in their practice. A discriminant analysis of nurses’ beliefs helped identify the targets of actions to foster the adoption the BFHI among nurses. …”
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Research on the attenuation characteristics of seismic energy in multicoal seam mining and the warning method of rock burst by Hongwei Mu, Yongliang Zhang, Mingzhong Gao, Quanlin Zhu, Jingbo Li, Jinfeng Cao, Wentao Fan

“…Considering differences between rock‐burst induction mechanisms in close‐distance coal seam group mining versus single coal seam mining, a discriminant criterion for rock bursts induced by superimposed dynamic and static loads in multicoal seam mining is established along with a monitoring and early warning method suitable for such conditions.…”
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Analysis Model of Risk Factors of Urban Bus Operation Based on FTA-CLR by Jianfeng Xi, Yunhe Zhao, Tongqiang Ding, Jian Tian, Lianjie Li

“…And then, the 11 higher risk factors are selected according to the discriminant principle. Secondly, bus operation accidents are divided into fatal accidents, injury accidents, and major economic loss accidents. …”
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Comprehensive analysis of ionomic profiling in Chlorella exposed to chlorpyrifos by Qing-Qing Yu, Yulong Zhang, Shiyuan Zhao, Min Pang, Pei Jiang, Pei Qu

“…However, little is known about the toxicological mechanism of CPF on marine microalgae, which is the main primary producer in the marine ecosystem.MethodsThis study explored the ion changes of microalgae Chlorella vulgaris under the stress of CPF through Inductively Coupled Plasma Mass Spectrometry (ICP-MS).ResultsSignificant disparities in ionomics among control and treatment group were observed through pattern recognition analysis (principal component analysis, PCA; orthogonal partial least squares discriminant analysis, OPLS-DA), indicating that CPF may impede their growth by disrupting the homeostasis of crucial elements within algal cells.DiscussionThis study elucidated the inhibitory impact of CPF on green algae growth and its potential mechanism of toxicity through ICP-MS, providing crucial insights for a comprehensive understanding of the influence of organophosphorus pesticides on aquatic ecosystems.…”
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Fast Second-Order Orthogonal Tensor Subspace Analysis for Face Recognition by Yujian Zhou, Liang Bao, Yiqin Lin

“…Tensor subspace analysis (TSA) and discriminant TSA (DTSA) are two effective two-sided projection methods for dimensionality reduction and feature extraction of face image matrices. …”
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Assessing the product attributes of Iranian localized frozen dumpling dough incorporated with fish paste by M. Shirazy, N. Mooraki, M. Honarvar

“…There was a noticeable variation (P < 0.05) in the overall counts of yeast and mold in the samples. Discriminant Analysis (DA) and Product Characterization analysis indicated that replacing 20% FP and storing for 90 days did not meet consumer demand. …”
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Cortical Auditory Evoked Potentials in Children with a Hearing Loss: A Pilot Study by Amineh Koravand, Benoît Jutras, Maryse Lassonde

“…In contrast, negative MMR data suggest that the amplification provided by the hearing aids could have allowed children with hearing loss to develop adequate discriminative abilities.…”
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GC-IMS-Based Preliminary Analysis of Volatile Flavor Compounds in Ejiao at Different Processing Stages by Ning Ma, Rui Guan, Rentang Zhao, Yue Geng

“…The differences among these stages were analyzed using multivariate statistical analysis, and the mechanism underlying volatile flavor compound formation was explored by discriminant analysis of Ejiao at different processing stages. …”
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Forearm multimodal recognition based on IAHP‐entropy weight combination by Chaoying Tang, Mengen Qian, Ru Jia, Haodong Liu, Biao Wang

“…The forearm is a new biometric that contains discriminative information. In this paper, we proposed a multimodal recognition method that combines the veins and geometry of a forearm. …”
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A Semi-Supervised Deep Network Embedding Approach Based on the Neighborhood Structure by Wenmao Wu, Zhizhou Yu, Jieyue He

“…SLLDNE is designed to obtain highly nonlinear features through utilizing deep neural network while preserving the label information of the nodes by using a semi-supervised classifier component to improve the ability of discriminations. Moreover, we exploit linear reconstruction of neighborhood nodes to enable the model to get more structural information. …”
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1H NMR-Based Metabolic Profiling of Urine from Mice Fed Lentinula edodes-Derived Polysaccharides by Xu Xiaofei, Yang Jiguo, Ning Zhengxiang, Zhang Xuewu

“…Using principal component analysis (PCA) and partial least squares-discriminate analysis (PLS-DA), 22 potential biomarkers were found to be mainly involved in some metabolic pathways: amino acid metabolism, energy metabolism, lipid metabolism, tricarboxylic acid (TCA) cycle, urea cycle and gut microbiota metabolism. …”
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Online teaching and learning effectiveness for kindergartens, primary and secondary schools by Hong Sheung Chui, Wai Tin Hui, Samuel Wing Ho Chui

“…Analysis by Confirmatory Factor Analysis supports the reliability and discriminant validity of the questionnaire. Structural Equation Modeling was used to test the hypotheses. …”
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STeInFormer: Spatial&#x2013;Temporal Interaction Transformer Architecture for Remote Sensing Change Detection by Xiaowen Ma, Zhenkai Wu, Mengting Ma, Mengjiao Zhao, Fan Yang, Zhenhong Du, Wei Zhang

“…Convolutional neural networks and attention mechanisms have greatly benefited remote sensing change detection (RSCD) because of their outstanding discriminative ability. Existent RSCD methods often follow a paradigm of using a noninteractive Siamese neural network for multitemporal feature extraction and change detection heads for feature fusion and change representation. …”
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