Vocal recognition of partners by female prairie voles by Megan R. Warren, Jenny Zha, Larry J. Young, Robert C. Liu

“…Critically, females behaviorally discriminate their partner’s vocalizations from a stranger’s, even if emitted to another stimulus female. …”
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Critical biomarkers for responsive deep brain stimulation and responsive focal cortex stimulation in epilepsy field by Zhikai Yu, Binghao Yang, Penghu Wei, Hang Xu, Yongzhi Shan, Xiaotong Fan, Huaqiang Zhang, Changming Wang, Jingjing Wang, Shan Yu, Guoguang Zhao

“…The DFA exponent exhibited a statistically significant variation among the pre-ictal, ictal period, and post-ictal stages. The Linear Discriminant Analysis model demonstrates the highest accuracy among the three basic machine learning models, whereas the Naive Bayesian model necessitates the least amount of computational and storage space. …”
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MIDAS: A Miniature Device for Real‐Time Determination of the Identity and Energy of Particles in Space by C. P. Lambropoulos, C. Potiriadis, G. Theodoratos, I. Kazas, C. Papadimitropoulos, D. Loukas, I. Glikiotis, K. Karafasoulis, P. Paschalis, M. Kοkavesis, S. Dimopoulos, A. Delakoura, S. Pappas, E. Dimovasili, G. Dimitropoulos

“…Simulation results indicate that it is possible to discriminate all significant ions with the aid of appropriate variables constructed using the data provided by the device. 252Cf energy spectra were reconstructed successfully using measurements obtained with the first device prototype.…”
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Neural network analysis for hotel service design in Madrid: the 3Ps methodology and the frontline staff by Javier De Esteban Curiel, Mª Luisa Delgado Jalón, Sandra Flores Ureba, José Ángel Rivero Menéndez

“…Traditional tools of experience management have been implemented by hotel management in the last decades in order to fulfil the requirements of customer experiences. A more discriminating distinction is proposed in this research, based on the neural network algorithm (the Multilayer Perceptron) in order to achieve more efficiency. …”
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Sparse Graph Embedding Based on the Fuzzy Set for Image Classification by Minghua Wan, Mengting Ge, Tianming Zhan, Zhangjing Yang, Hao Zheng, Guowei Yang

“…Finally, the optimal discriminative sparse projection matrix is obtained by adding elastic network regression. …”
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Combining market-guided patterns and mamba for stock price prediction by Yanshuo Chang, Wei Lu, Feng Xue, Xinyu Lu

“…Specifically, MEM consists of the following architectures, coarse-grained feature aggregation, fine-grained feature aggregation, temporal feature aggregation, which can extract the discriminative patterns for stock price prediction. The various experimental results show that the proposed method MEM surpasses previous approaches on two publicly available datasets, i.e., CSI300 and CSI800.…”
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Integrating Cognitive and Affective Dimensions of Pain Experience into Health Professions Education by Beth B Murinson, Lina Mezei, Elizabeth Nenortas

“…Because pain includes both sensory-discriminative and affective features, teaching students about pain presents unique challenges and opportunities. …”
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Asphalt Mixture Segregation Detection: Digital Image Processing Approach by Mohamadtaqi Baqersad, Amirmasoud Hamedi, Mojtaba Mohammadafzali, Hesham Ali

“…In this procedure, the standard deviation of the grayscale image frequency histogram is used to determine segregated regions. Linear Discriminate Analysis (LDA) is then implemented on the obtained standard deviations from image processing to classify pavements into the segregated and nonsegregated areas. …”
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Improving smuon searches with neural networks by Alan S. Cornell, Benjamin Fuks, Mark D. Goodsell, Anele M. Ncube

“…We propose a new search involving a neural network discriminator as a final cut and show that different signal regions can be defined using networks trained on different subsets of signal samples (distinguishing low-mass and high-mass regions). …”
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Development and validation of a hybrid measure of organisational communication satisfaction by Amanuel Gebru Woldearegay, George Angelopulo, Seleshi Zeleke Teketel

“…All seven aspects of validity, namely content validity, construct validity, factorial validity, reliability, convergent validity, discriminant validity and nomological validity were addressed and found to be adequate, pointing to a refinement in the measurement of communication satisfaction. …”
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The mitochondrial functional characteristics and microstructure play an important role in yak meat color during wet curing by Zhuo Wang, Jibing Ma, Guoyuan Ma, Qunli Yu, Ling Han, Li Zhang

“…Correlation analysis and Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA) identified mitochondrial complex I activity, NADH-dependent metmyoglobin reductase activity, and specific lipid oxidation products as key factors influencing the a⁎ value of yak meat. …”
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Use of Principal Component Analysis and Cluster Analysis for Differentiation of Traditionally-Manufactured Vinegars Based on Phenolic and Volatile Profiles, and Antioxidant Activit... by Ayse Karadag, Fatih Bozkurt, Hatice Bekiroglu, Osman Sagdic

“…Furthermore, it was demonstrated that vinegar samples could be clearly discriminated by principal component and cluster analyses. …”
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Multivariate Analysis of Fruit Antioxidant Activities of Blackberry Treated with 1-Methylcyclopropene or Vacuum Precooling by Jian Li, Guowei Ma, Lin Ma, Xiaolin Bao, Liping Li, Qian Zhao, Yousheng Wang

“…Results showed that the activities of antioxidant enzymes were enhanced by both 1-MCP treatment and vacuum precooling. PCA could discriminate 1-MCP treated fruit and the vacuum precooled fruit and showed that the radical-scavenging activities in vacuum precooled fruit were higher than those in 1-MCP treated fruit. …”
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Dating volcanic materials through biochronostratigraphic methods applied to hosting strata (example from the Iberian Chain, eastern Spain) by Cortés, José Emilio

“…A set of petrological, geomorphological, sedimentological, and paleontological criteria are applied in order to discriminate primary from secondary (epiclastic) volcaniclastic deposits and thus make it possible to match the ages of primary volcaniclastic deposits with volcanic eruptions. …”
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A New Similarity Measure between Intuitionistic Fuzzy Sets and Its Application to Pattern Recognition by Yafei Song, Xiaodan Wang, Lei Lei, Aijun Xue

“…Moreover, it is demonstrated that the proposed similarity measure is capable of discriminating difference between patterns.…”
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Screening 215 Lentil Genotypes under Salinity Stress During the Seedling Stage in Greenhouse Conditions by Ahmad Nezami, jafar Nabati, Mohammad Kafi, Elahe Boroumand Rezazadeh

“…Cluster analysis results showed that the 215 lentil genotypes were grouped into eight plotted groups. The results of discriminant function analysis showed that 92.6% of genotypes were correctly classified, and the success rate of the discriminant function was 100% in groups six, seven, and eight. …”
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Remarkable Phytochemical Characteristics of Chi-Nan Agarwood Induced from New-Found Chi-Nan Germplasm of Aquilaria sinensis Compared with Ordinary Agarwood by Meng Yu, Yangyang Liu, Jian Feng, Deli Chen, Yun Yang, Peiwei Liu, Zhangxin Yu, Jianhe Wei

“…Principle component analysis (PCA) and orthogonal partial least squares to latent structure-discriminant analysis (OPLS-DA) models were built to discriminate Chi-Nan agarwood from ordinary agarwood and to screen potential distinguishing components between them. …”
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Utility of Pulse Oximetry Oxygen Saturation (SpO2) with Incorporation of Positive End-Expiratory Pressure (SpO2∗10/FiO2∗PEEP) for Classification and Prognostication of Patients wit... by Pratibha Todur, Anitha Nileshwar, Souvik Chaudhuri, Nitin Gupta, Srikant Natarajan, Shwethapriya Rao

“…S/FP∗10 ≤116 has an excellent discriminant function to be categorized as severe ARDS. …”
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Factors Influencing the Development of Metachronous Fractures in Patients with Osteoporotic Vertebral Fractures Treated with Conservative Management or Vertebroplasty by Fernando Ruiz Santiago, Lucía Bueno Caravaca, Francisco Garrido Sanz, Paula María Jiménez Gutiérrez, David Luengo Gómez, Mario Rivera Izquierdo, José Manuel Benítez, Antonio Jesús Láinez Ramos-Bossini

“…A multivariate model combining these four variables showed optimal fitting and correctly discriminated over 80% of cases (AUC, 0.828; 95%CI, 0.725–0.930). …”
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Assessment of Visual Quality in Eyes with Forme Fruste Keratoconus and Mild and Moderate Keratoconus Based on Optical Quality Analysis System II Parameters by Zhonghao Ren, Liyan Xu, Qi Fan, Kaili Yang, Shengwei Ren, Dongqing Zhao

“…The ROC analyses of the OSI showed significant AUC in discriminating mild keratoconus from FFK and moderate keratoconus from mild keratoconus (all P<0.05). …”
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