Possible signal of an exotic $$I=1$$ I = 1 , $$J=2$$ J = 2 state in the $$B \rightarrow D^{*-}D^+K^+$$ B → D ∗ - D + K + reaction by Wen-Tao Lyu, Man-Yu Duan, Chu-Wen Xiao, En Wang, Eulogio Oset

“…We show that the data is compatible with this assumption, but also see that the mass distribution itself cannot discriminate between the spins $$J=0$$ J = 0 , 1, 2 of the state. …”
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Robust and Automated Internal Quality Grading of a Chinese Green Tea (Longjing) by Near-Infrared Spectroscopy and Chemometrics by Xian-Shu Fu, Lu Xu, Xiao-Ping Yu, Zi-Hong Ye, Hai-Feng Cui

“…Partial least squares discriminant analysis (PLSDA) was then used to classify the grades of tea based on NIR spectra. …”
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LKM: A LDA-Based -Means Clustering Algorithm for Data Analysis of Intrusion Detection in Mobile Sensor Networks by Yuhua Zhang, Kun Wang, Min Gao, Zhiyou Ouyang, Siguang Chen

“…Thus, an improved K -means clustering algorithm based on linear discriminant analysis (LDA) is proposed, called LKM algorithm. …”
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Enhancing Pipeline Reliability Analysis through Machine Learning: A Focus on Corrosion and Fluid Hammer Effects by Ajinkya Zalkikar, Bimal Nepal, Mani Venkata Rakesh Mutyala, Anika Varshney, Lianne Dsouza, Hazlina Husin, Om Prakash Yadav

“…Machine learning models including support vector machines, linear discriminant analysis, random forest bagging, and Artificial Neural Networks have been meticulously crafted to forecast the safety status of pipelines, considering variables such as the pipe dimensions, material characteristics, fluid velocity, and flow rate. …”
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Degraded Impairment of Emotion Recognition in Parkinson’s Disease Extends from Negative to Positive Emotions by Chia-Yao Lin, Yi-Min Tien, Jong-Tsun Huang, Chon-Haw Tsai, Li-Chuan Hsu

“…Participants were asked to discriminate emotions in Experiment  1 and identify gender in Experiment  2. …”
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Performance of Indonesian Batik SMEs: An analysis of Green Intrinsic Motivation, Green communication, and Green Compensation by Ria Emerensiana, Saputra Asep Rokhyadi Permana, Rispantyo

“…To test the hypothesis, using an analysis tool with the rho test, validity test with the Convergent Validity test and loading factor, discriminant validate test with Fornell-Larcker Criteria, reliability test with Cronbach Alpha, Composite Reliability and AVE, and all using SmartPLS software version 4. …”
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Distinctive morphological variation of saccular otoliths in relation to hermaphroditism type in Sarpa salpa and Serranus scriba (Teleostei: Perciformes) from the Mediterranean Sea... by Bakkari Wided, Mejri Marwa, Bouriga Nawzet, Mili Sami, Chalh Abdellah, Shahin Adel AB, Quignard Jean-Pierre, Trabelsi Monia, Faleh Abderraouf Ben

“…At the intraspecific level, a significant bilateral asymmetry in shape was detected between the left and right otoliths only in S. scriba. Discriminant function analysis (DFA) produced two separate main groups corresponding to the two species, and intrasexually differentiated between left and right otoliths in S. salpa. …”
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A Hybrid Approach for Sports Activity Recognition Using Key Body Descriptors and Hybrid Deep Learning Classifier by Muhammad Tayyab, Sulaiman Abdullah Alateyah, Mohammed Alnusayri, Mohammed Alatiyyah, Dina Abdulaziz AlHammadi, Ahmad Jalal, Hui Liu

“…Feature fusion was employed to enhance the discriminative power of the extracted data and the physical parameters calculated by different feature extraction techniques. …”
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Superpixel guided spectral-spatial feature extraction and weighted feature fusion for hyperspectral image classification with limited training samples by Yao Li, Liyi Zhang, Lei Chen, Yunpeng Ma

“…Firstly, with the guidance of superpixels, we represent the hyperspectral image in the form of latent features and use the multi-band priority criterion to select the final discriminant features. Secondly, we design a pixel-based CNN and a two-scale superpixel-based GCN classification framework for weighted feature fusion. …”
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Forensic Body Fluid Identification by Analysis of Multiple RNA Markers Using NanoString Technology by Jong-Lyul Park, Seong-Min Park, Jeong-Hwan Kim, Han-Chul Lee, Seung-Hwan Lee, Kwang-Man Woo, Seon-Young Kim

“…Previously, we developed a combination of four multiplex quantitative PCR (qRT-PCR) probes to discriminate four different body fluids (blood, semen, saliva, and vaginal secretion). …”
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Using the Satisfaction with Life Scale in People with Parkinson’s Disease: A Validation Study in Different European Countries by Ramona Lucas-Carrasco, Brenda L. Den Oudsten, Erhan Eser, Michael J. Power

“…The SWLS was able to discriminate between healthy and unhealthy, disabled and nondisabled, and those perceiving a more severe impact of the disability on their lives. …”
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Cry-Based Classification of Healthy and Sick Infants Using Adapted Boosting Mixture Learning Method for Gaussian Mixture Models by Hesam Farsaie Alaie, Chakib Tadj

“…In binary classification experiment, the system discriminated a test infant’s cry signal into one of two groups, namely, healthy and pathological based on MFCCs. …”
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Towards pen‐holding hand pose recognition: A new benchmark and a coarse‐to‐fine PHHP recognition network by Pingping Wu, Lunke Fei, Shuyi Li, Shuping Zhao, Xiaozhao Fang, Shaohua Teng

“…Furthermore, the authors design a coarse‐to‐fine PHHP recognition network consisting of a coarse multi‐feature learning network and a fine pen‐grasping‐specific feature learning network, where the coarse learning network aims to extensively exploit the multiple discriminative features by sharing a hand‐shape‐based spatial attention information, and the fine learning network further learns the pen‐grasping‐specific features by embedding a couple of convolutional block attention modules into three convolution blocks models. …”
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Sample-prototype optimal transport-based universal domain adaptation for remote sensing image classification by Xiaosong Chen, Yongbo Yang, Dong Liu, Shengsheng Wang

“…Secondly, we leverage the optimal transport algorithm to enhance discriminability among different classes while promoting similarity within the same class. …”
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Characterizing the hindgut microbiome in healthy and ketotic cows by Zhihua Ju, Rongling Li, Wenhao Liu, Qiang Jiang, Jinpeng Wang, Yaran Zhang, Xiuge Wang, Yao Xiao, Chunhong Yang, Xiaochao Wei, Yaping Gao, Jinming Huang

“…Differential hindgut fecal bacterial taxa in healthy and ketotic cows were identified by linear discriminant analysis effect size, with increases in Treponema, Bacteroides, and Peptococcaceae and decreases in Christensenellales, Chloroflexi, and Paenibacillaceae in ketotic cows. …”
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Untargeted Metabolomics Analysis Reveals the Effect of Fixation on the Profile of Volatile Compounds of Cyclocarya paliurus Tea by Minge Bai, Liling Wang

“…A total of 147 metabolites that differentiated both types of teas were identified using principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA). Among them, 22 and 25 volatile compounds of teas processed without and with fixation, respectively, had relative odor activity values greater than 1. …”
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Multi-Element Composition of Honey as a Suitable Tool for Its Authenticity Analysis by Oroian Mircea, Amariei Sonia, Leahu Ana, Gutt Gheorghe

“…The dominant elements which were strongly associated with the principal component were K, Mg and Ca. Discriminant models obtained for each kind of botanical honey confirmed that the differentiation of honeys according to their botanical origin was mainly based on multi-element composition. …”
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Authentication of Processed Epimedii folium by EA-IRMS by Fengyan He, Mengyi Li, Yi He, Zhe Dong, Jin Cao, Zhong Dai, Shuangcheng Ma

“…EA-IRMS could be used to discriminate raw EF, processed EF, and EF processed with C3 plant oils.…”
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Daily Activity Monitoring and Fall Detection Based on Surface Electromyography and Plantar Pressure by Xugang Xi, Wenjun Jiang, Zhong Lü, Seyed M. Miran, Zhi-Zeng Luo

“…For the problem in which the number of daily activities is considerably more than the number of fall activities, Weighted Kernel Fisher Linear Discriminant Analysis (WKFDA) was proposed to classify gait and fall. …”
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Laser Desorption-Ion Mobility Spectrometry of Explosives for Forensic and Security Applications by Giorgio Felizzato, Martin Sabo, Matej Petrìk, Francesco Saverio Romolo

“…Chemometric approaches, including multivariate data analysis, were utilised for data processing and interpretation, including pre-processing of raw IMS plasmagrams and various pattern recognition techniques, such as linear discriminant analysis (LDA) and support vector machines (SVMs). …”
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