SMOTE-CD: SMOTE for compositional data. by Teo Nguyen, Kerrie Mengersen, Damien Sous, Benoit Liquet

“…Compositional data are a special kind of data, represented as a proportion carrying relative information. …”
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Visualizing compositional data on the Lexis surface by Jonas Schöley, Frans Willekens

“…<b>Results</b>: Compositional data can effectively be visualized on the Lexis surface. …”
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Kaniadakis’s Information Geometry of Compositional Data by Giovanni Pistone, Muhammad Shoaib

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The maximum entropy principle for compositional data by Corey Weistuch, Jiening Zhu, Joseph O. Deasy, Allen R. Tannenbaum

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Good-Enough Compositional Data Augmentation by Andreas, Jacob

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Compositional Data Modeling through Dirichlet Innovations by Seitebaleng Makgai, Andriette Bekker, Mohammad Arashi

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Correlations in Compositional Data without Log Transformations by Yury V. Monich, Yury D. Nechipurenko

Subjects: “…compositional data…”
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New Financial Ratios Based on the Compositional Data Methodology by Salvador Linares-Mustarós, Maria Àngels Farreras-Noguer, Núria Arimany-Serrat, Germà Coenders

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Estimating phytoplankton growth rates from compositional data by Thomas, Lorraine (Lorraine Marie)

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Compositionally Aware Phylogenetic Beta-Diversity Measures Better Resolve Microbiomes Associated with Phenotype by Cameron Martino, Daniel McDonald, Kalen Cantrell, Amanda Hazel Dilmore, Yoshiki Vázquez-Baeza, Liat Shenhav, Justin P. Shaffer, Gibraan Rahman, George Armstrong, Celeste Allaband, Se Jin Song, Rob Knight

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Significant change for body composition data by Joseph C. Lee, Alaa Alghamry

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Shape Analysis for Composite Data Structures by Berdine, J, Calcagno, C, Cook, B, Distefano, D, O'Hearn, P, Wies, T, Yang, H

Compositional Data: A Different Perspective to Registered Motor Land Vehicles by Levent Terlemez, Cenk İçöz

Subjects: “…compositional data…”
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Individualized Prediction of Blood Glucose Outcomes Using Compositional Data Analysis by Alvis Cabrera, Ernesto Estremera, Aleix Beneyto, Lyvia Biagi, Iván Contreras, Josep Antoni Martín-Fernández, Josep Vehí

Subjects: “…compositional data…”
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Multi-Task Learning for Compositional Data via Sparse Network Lasso by Akira Okazaki, Shuichi Kawano

“…On the other hand, compositional data consist of proportions as components summing to one. …”
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Apple Pomace Compositional Data Highlighting the Proportional Contribution of Polymeric Procyanidins by Keren Bindon, Song Qi, Stella Kassara, Luca Nicolotti, Alicia Jouin, Maggie Beer

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Structural and compositional data for childrenite from the Homolka granite, Czech Republic by J. Toupal, D. Mauro, D. Mauro, C. Biagioni, C. Biagioni, F. Zaccarini, R. Gieré, R. Gieré

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Compositional Data Analysis (CoDA) of Clinopyroxene From Abyssal Peridotites by I. Nishio, K. Itano, P. Waterton, A. Tamura, K. Szilas, T. Morishita

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Rapid prediction of essential oils major components by Vis/NIRS models using compositional methods by Anass El Ouaddari, Abdelaziz El Amrani, Jamal Jamal Eddine, José Antonio Cayuela-Sánchez

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Examining the Composition of the Oral Microbiota as a Tool to Identify Responders to Dietary Changes by Kirstin Vach, Ali Al-Ahmad, Annette Anderson, Johan Peter Woelber, Lamprini Karygianni, Annette Wittmer, Elmar Hellwig

Subjects: “…compositional data…”
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