Révision de l’espèce Homo erectus (Dubois, 1893) by Valéry Zeitoun

“…Ignoring which of the most discriminant parameters allow the reconstruction of phylogeny, all the measurements existing between every reference points are taken into account. …”
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Tracing the Geographical Origins of Dendrobe (Dendrobium spp.) by Near-Infrared Spectroscopy Sensor Combined with Porphyrin and Chemometrics by Chaogeng Lv, Yali He, Chuanzhi Kang, Li Zhou, Tielin Wang, Jian Yang, Lanping Guo

“…Partial least squares discriminant analysis (PLSDA) was used to study the sensing performance of traditional NIR and tera-(4-methoxyphenyl)-porphyrin (TMPP)-NIR on the identification of dendrobe origin. …”
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Dynamic urban morphology mapping in Chinese cities based on local climate zone approach by Hanguang Yu, Yang Yang, Jiyao Zhao, Meng Cai, Ran Wang, Guangzhao Chen, Chunxiao Zhang, Le Yu

“…Additionally, our results exhibit good alignment with other LCZ mapping datasets, more suitable for the current development situation in China, and effectively discriminate between building heights and densities across different LCZ types. …”
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Biodegradable Food Packaging Materials and Prospects of the Fourth Industrial Revolution for Tomato Fruit and Product Handling by S. M. Chisenga, G. N. Tolesa, T. S. Workneh

“…Principal component analysis (PCA), linear discriminant analysis (LDA), and artificial neutral network (ANN) are some of the common mathematical models for data interpretation of sensor systems.…”
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Autism spectrum disorder diagnosis with neural networks by Asude Demir, Seher Arslankaya

“…As a result, it is seen that the perceptron classification algorithm has a very high performance in terms of accuracy, precision, sensitivity and f1 score and successfully discriminates the data.…”
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Nomogram for predicting mild cognitive impairment in Chinese elder CSVD patients based on Boruta algorithm by Yanzi Huang, Wendie Huang, Xiaoming Ma, Guoyin Zhao, Jingwen Kang, Huajie Li, Jingwei Li, Jingwei Li, Jingwei Li, Jingwei Li, Jingwei Li, Jingwei Li, Shiying Sheng, Fengjuan Qian

“…ROC and calibration curves indicate its high discriminative ability.ConclusionWhile CSVD is prevalent among middle-aged and older individuals, cognitive decline trajectories differ. …”
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Preventive Control Strategy of Cascading Fault considering Safety and Economy by Hui-Qiong Deng, Jie Luo, Chen-Chen Li, Pei-Qiang Li, Rong-Jin Zheng

“…First is to give a mathematical form to discriminate the cascading fault according to the action characteristics of the current-type backup protection. …”
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Dynamic representation of appetitive and aversive stimuli in nucleus accumbens shell D1- and D2-medium spiny neurons by Ana Verónica Domingues, Tawan T. A. Carvalho, Gabriela J. Martins, Raquel Correia, Bárbara Coimbra, Ricardo Bastos-Gonçalves, Marcelina Wezik, Rita Gaspar, Luísa Pinto, Nuno Sousa, Rui M. Costa, Carina Soares-Cunha, Ana João Rodrigues

“…Despite drift in individual neurons’ coding, both D1- and D2-population activity was sufficient to discriminate opposing valence unconditioned stimuli, but not predictive cues. …”
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Wing Morphometry and Acoustic Signals in Sterile and Wild Males: Implications for Mating Success in Ceratitis capitata by João Maria Gomes Alencar de Souza, Paulo Augusto de Lima-Filho, Wagner Franco Molina, Lúcia Maria de Almeida, Milson Bezerra de Gouveia, Francisco Pepino de Macêdo, Raul Alberto Laumann, Beatriz Aguiar Jordão Paranhos

“…The canonical variate analysis discriminated two groups (males irradiated and males wild), based on the morphological shape of the wings. …”
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Detection of Lard in Ink Extracted from Printed Food Packaging Using Fourier Transform Infrared Spectroscopy and Multivariate Analysis by Syazwani Ramli, Rosnita A. Talib, Russly A. Rahman, Norhazlin Zainuddin, Siti Hajar Othman, Norma M. Rashid

“…Fourier transform infrared (FTIR) spectroscopy combined with chemometrics was utilised to discriminate the presence of lard in extracted ink of printed food packaging. …”
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Identification of nine mammal monosaccharides by solid-state nanopores by Yunze Sun, Zhuang Mi, Xiaoyu Chen, Jian-Jun Li, Jun Lu, Xinyan Shan, Xinghua Lu, Yuguang Du

“…These results illustrated that nine common monosaccharides in mammals could be clearly identified and discriminate by our method combining solid-state nanopores and machine learning. …”
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Screening of soybean antifungal isoflavones based on targeted metabolomics analysis by Nishbah Mughal, Xiaowen Zhang, Noman Shoaib, Juncai Deng, Jinya Guo, Jing Zhang, Wenyu Yang, Jiang Liu

“…Isoflavone profiles in seeds and pods were analyzed using high-performance liquid chromatography-mass spectrometry (HPLC-MS), and metabolomics analysis via orthogonal signal correction partial least squares discriminant analysis (OSC-PLS-DA) identified differences between mildew-affected and unaffected samples. …”
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A Deep Learning-Based Framework Oriented to Pathological Gait Recognition with Inertial Sensors by Lucia Palazzo, Vladimiro Suglia, Sabrina Grieco, Domenico Buongiorno, Antonio Brunetti, Leonarda Carnimeo, Federica Amitrano, Armando Coccia, Gaetano Pagano, Giovanni D’Addio, Vitoantonio Bevilacqua

“…Pathological gait recognition (PGR) is a research field that aims to discriminate among different walking patterns. A PGR-oriented system may benefit from the simulation of gait disorders by healthy subjects, since the acquisition of actual pathological gaits would require either a higher experimental time or a larger sample size. …”
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A New Transferable Fault Diagnosis Approach of Rotating Machinery Based on Deep Autoencoder and Dominant Features Selection under Different Operating Conditions by Fei Dong, Xiao Yu, Xinguo Shi, Ke Liu, Zhaoli Wu, Wanli Yu

“…Second, dominant features selection by importance score and differences between domains is proposed to select dominant features with high fault-discriminative ability and domain invariance. Then, selected dominant features are used for pretraining deep autoencoder (source model), which helps in enhancing the fault representative ability of deep features. …”
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FPGA-Based Implementation of All-Digital QPSK Carrier Recovery Loop Combining Costas Loop and Maximum Likelihood Frequency Estimator by Kaiyu Wang, Zhiming Song, Xianwei Qi, Qingxin Yan, Zhenan Tang

“…Besides, considering that, for MLFE, the accurate estimation of frequency offset is associated with the linear characteristic of its frequency discriminator (FD), the Coordinate Rotation Digital Computer (CORDIC) algorithm is introduced into the FD based on MLFE to unwrap linearly phase difference. …”
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Did the CPA Shut the Bathroom Doors for Transgender and Non-Binary People? A Critical Legal Reflection of Section 9(2) of the CPA by Tshepiso Scott-Ngoepe, Obakeng Van Dyk

“…Therefore, the question that arises is whether section 9(2) of the CPA, in permitting the designation of facilities to exclusively one gender, is unfairly discriminating against transgender and non-binary persons and is therefore unconstitutional. …”
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Variation of the seed and foliar phenolic contents of five wild forms of common bean (Phaseolus vulgaris L.) by Shaila Nayeli Pérez-Salinas, Rene Torres Ricario, Nancy Nohemí Rodarte Rodríguez, Heberto Iván Salas Ayala, Liliana Wallander Compeán

“…Analysis of variance were used to determine the capacity of the phenolic contents to discriminate between samples, the data were submitted to principal component analysis (PCA) and cluster analysis. …”
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Study on Effect of Producing Region on the Metabolome Composition of Rice by LIU Fu-ying, CHEN Xue-feng, WANG Xin, CHEN Guo-yan, GUO Ying, SUN Jing-han, YANG Shui-yan, NIE Xu-heng

“…By principal component analysis (PCA) and partial least square discriminant analysis (OPLS-DA), the results showed that the numbers of differential metabolites between the comparison groups (GJYH290 vs MLYH290, MZYH290 vs GJYH290, MZYH290 vs MLYH290) were 130, 180, and 192, respectively, only 6 different metabolites were common to all three comparison groups, with the main metabolic pathways involving amino acid metabolism and flavonoid metabolism. …”
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Measuring the dark triad: a meta-analytical SEM study of two prominent short scales by Lukas A. Knitter, Jerome Hoffmann, Michael Eid, Tobias Koch

“…On the other hand, the complex structure of the SD3 necessitates item revision to enhance reliability, discriminant validity, and predictive validity. These findings emphasize the need for refining and clarifying concepts in item revision. …”
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Effect Improved for High-Dimensional and Unbalanced Data Anomaly Detection Model Based on KNN-SMOTE-LSTM by Fuguang Bao, Yongqiang Wu, Zhaogang Li, Yongzhao Li, Lili Liu, Guanyu Chen

“…This model can continuously filter out and securely generate samples to improve the performance of the model through kNN discriminant classifier and avoid the blindness and limitations of the SMOTE algorithm in generating new samples. …”
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