Toward an Efficient Differentiation of Two <i>Diaporthe</i> Strains Through Mass Spectrometry for Fungal Biotyping by Kathleen Hernández-Torres, Daniel Torres-Mendoza, Gesabel Navarro-Velasco, Luis Cubilla-Rios

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Comparative Analysis of the Complete Chloroplast Genomes of Eight <i>Salvia</i> Medicinal Species: Insights into the Deep Phylogeny of <i>Salvia</i> in East Asia by Yan Du, Yang Luo, Yuanyuan Wang, Jiaxin Li, Chunlei Xiang, Meiqing Yang

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Construction of Immune-Related circRNA-miRNA-mRNA Network and Identification of circRNAs as Biomarkers in Coronary Atherosclerotic Heart Disease by Haiyan Qian, Yudan Chen, Jiali Chai, Keai Cheng, Xiya Zhao, Shuai Zhi, Yanqing Xie, Lina Zhang

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Integrative Taxonomy Reveals New Insights into the Species Validity of the <i>Neocaridina davidi</i>-<i>N. denticulata</i>-<i>N. heteropoda</i> Complex and Mitogenomic Phylogeny of... by Mei Yang, Xiaodong Cui, Xinzheng Li, Dong Dong, Xianjiang Kang, Zhibin Gan

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Genetic Diversity of a Wild <i>Actinidia arguta</i> Population in Changbai Mountain Determined by Simple Sequence Repeat Markers by Xiaowu Sun, Guangli Shi, Songze Li, Jun Ai, Dan Sun, Zhenxing Wang, Peijin Ni, Zhendong Zhang, Shuaiming Chen, Zelong Du, Xiang Li, Fan Zhang

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Узагальнення світового досвіду формування інноваційних рішень у машинобудівній галузі by Mykhaylo O. Mezhebovskyy, Oleksii A. Dzhusov

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Photoprotective Effects of Quercetin and Hesperidin in Polymorphous Light Eruption: A Comparative Study with Alpha-Glucosylrutin by Yoon-Seo Choi, Sang-Hoon Park, Inhee Jung, Eun-Ju Park, Wonki Hong, Jin-Hee Shin, Won-Sang Seo, Jongsung Lee

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Restoration of Autophagy and Apoptosis in Myelodysplastic Syndromes: The Effect of Azacitidine in Disease Pathogenesis by Georgia Tsekoura, Andreas Agathangelidis, Christina-Nefeli Kontandreopoulou, Eirini Sofia Fasouli, Eleni Katsantoni, Vaia Pliaka, Leonidas Alexopoulos, Eleni Katana, Myrto Papaioannou, Georgia Taktikou, Maria Eleftheria Strataki, Angeliki Taliouraki, Marina Mantzourani, Nora-Athina Viniou, Panagiotis T. Diamantopoulos, Panagoula Kollia

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Управління маркетинговим потенціалом компаній в середовищі цифрового бізнесу by Viacheslav V. Makedon

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From lab to field with machine learning – Bridging the gap for movement analysis in real-world environments: A commentary by Carlo Dindorf, Fabian Horst, Djordje Slijepčević, Bernhard Dumphart, Jonas Dully, Matthias Zeppelzauer, Brian Horsak, Michael Fröhlich

“…Finally, automated classification (e) refers to the process of developing a predictive model that assigns input features of data samples to predefined categories or classes using supervised ML. …”
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Astronomy’s Photographic Glass Plates: Demonstrating Value Through Use Cases by Kit Whitten, Lauren Boegen, Stephen Levine, Wayne Osborn, Elizabeth Griffin, Thurburn Barker, Jennifer Lynn Bartlett, Lindsay Smith Zrull, Daina Bouquin, Barbara Kern

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Better Together: An Examination of Collaborative Publishing between Librarians and STEM and Health Sciences Faculty. by Molly Higgins, Jennifer A. DeVito, Sally Stieglitz, Robert Tolliver, Clara Y. Tran

“…Other articles addressed issues related to library services and resources. …”
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Complete Chloroplast Genome Sequences of Three <i>Canna</i> Species: Genome Characterization, Comparative Analyses, and Phylogenetic Relationships Within Zingiberales by Linhe Sun, Jixiang Liu, Fangyu Liu, Wei Wang, Yajun Chang, Dongrui Yao

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ENSEMBLE RESAMPLING SUPPORT VECTOR MACHINE, MULTINOMIAL REGRESSION TO MULTICLASS IMBALANCED DATA by Laila Qadrini, Hikmah Hikmah, Elviani Tande, Ignasius Presda, Aulia Atika Maghfirah, Nilawati Nilawati, Handayani Handayani

“…Imbalanced data is a commonly encountered issue in classification analysis. This issue gives rise to prediction errors in the classification process, which in turn affects the sensitivity, particularly in the minority class. …”
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LipoFNT: Lipoylation Sites Identification with Flexible Neural Tree by Wenzheng Bao, Bin Yang, Rong Bao, Yuehui Chen

“…In this work, we have proposed a method named LipoFNT, which employed the two featuring sets, including the Position-Specific Scoring Matrix and bi-profile Bayesian, as the classification features. And then, the flexible neural tree algorithm is utilized to deal with the imbalance classification issue in lipoylation modification sample dataset. …”
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EVALUATION OF POTENTIAL RISK POSED BY MEDICATIONS TO THE FETUS by S.A. Sher, A.V. Ostrovskaya

“…Further research in this area makes it possible to improve the classification of medications by degree of their embryotoxic and teratogenic risk and address the issue of selecting safe medications during pregnancy. …”
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Editor’s Note by Alberto Raposo

“…Qualis is the journal classification index of CAPES (Brazilian governmental agency for improvement of higher education personnel), and the classification refers to the period of 2013-2016. …”
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Target sample mining with modified activation residual network for speaker verification. by Ji Chaoqun, Chen Wei, Ye Peng, Wang Zhou, Zhou Shuhang

“…It is also important to notice the issue of the disparity in the number of positive and negative samples in the sampling process of a binary classification problem. …”
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Classifying High-Dimensional Patterns Using a Fuzzy Logic Discriminant Network by Nick J. Pizzi, Witold Pedrycz

“…To address this pattern classification issue, we present a technique using an adaptive network of fuzzy logic connectives to combine class boundaries generated by sets of discriminant functions. …”
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Sur le classement des relatives adjectives by Jacques Evouna

“…We examine in what follows a typological issue: the classification of restrictive and non-restrictive relative clauses. …”
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