Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data by Mark Ziemann, Mandhri Abeysooriya, Anusuiya Bora, Séverine Lamon, Mary Sravya Kasu, Mitchell W. Norris, Yen Ting Wong, Jeffrey M. Craig

“…Infinium Methylation BeadChip arrays remain one of the most popular platforms for epigenome-wide association studies, but tools for downstream pathway analysis have their limitations. Functional class scoring (FCS) is a group of pathway enrichment techniques that involve the ranking of genes and evaluation of their collective regulation in biological systems, but the implementations described for Infinium methylation array data do not retain direction information, which is important for mechanistic understanding of genomic regulation. …”
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Network Analysis of Functional Genomics Data: Application to Avian Sex-Biased Gene Expression by Oliver Frings, Judith E. Mank, Andrey Alexeyenko, Erik L. L. Sonnhammer

“…Gene expression analysis is often used to investigate the molecular and functional underpinnings of a phenotype. …”
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Unlocking autism’s complexity: the Move Initiative’s path to comprehensive motor function analysis by Ashley Priscilla Good, Elizabeth Horn

“…The long-standing practice of using manualized inventories and observational assessments to diagnose and track motor function in autism overlooks critical data invisible to the naked eye. …”
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SURVIVAL FUNCTION AND HAZARD FUNCTION ANALYSIS OF EXPONENTIAL DISTRIBUTION IN TYPE I CENSORED SURVIVAL DATA: A CASE STUDY OF BREAST CANCER PATIENTS by Ardi Kurniawan, Anggara Teguh Previan, Zidni Ilmatun Nurrohmah

“…Previous studies have shown that the Maximum Likelihood Estimation (MLE) method is suitable for estimating the survival function from exponential survival data by censoring. …”
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The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis by Di Han, Yuhu Shi, Lei Wang, Yueyang Li, Weiming Zeng

“…To address the above issues, we propose a new method named multi-frequency decomposition entropy (MDE) learning for inferring nonlinear functional connectivity between brain regions. Firstly, the variational mode decomposition was used to divide fMRI data into five groups of frequency. …”
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Nonparametric expectile shortfall regression for functional data by Almanjahie Ibrahim M., Abood Hanan, Bouzebda Salim, Alshahrani Fatimah, Laksaci Ali

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A Survey on the Functionalities of Data Catalog Tools by Jasmin Kropshofer, Johannes Schrott, Wolfram WoB, Lisa Ehrlinger

“…Therefore, the main contributions of this paper are 1) an analysis and discussion of the most important data cataloging functionalities and 2) a systematic survey that investigates the extent to which existing data catalog tools implement these functionalities. …”
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Condition monitoring and multi-fault classification of hydraulic systems using multivariate functional data analysis by Cevahir Yildirim, Alba M. Franco-Pereira, Rosa E. Lillo

Subjects: “…Functional data analysis (FDA)…”
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Prediction of Wafer Performance: Use of Functional Outlier Detection and Regression by Kyusoon Kim, Seunghee Oh, Kiwook Bae, Hee-Seok Oh

Subjects: “…Functional data analysis…”
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Development of a new statistical distribution with insights into mathematical properties and applications in industrial data in KSA by Badr Aloraini, Abdulaziz S. Alghamdi, Mohammad Zaid Alaskar, Maryam Ibrahim Habadi

“…This study presents the development of a novel distribution through a transformation involving error functions, namely the error function inverse Weibull model, along with an overview of the fundamental characteristics of the proposed model. …”
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Correlations Between Cognitive and Social Functioning of Schoolchildren: Study of Population Data Using methods of intellectual Analysis of heterogeneous Data by Leyla S. Namazova-Baranova, Georgiy A. Karkashadze, Elena A. Vishnyova, A. I. Molodchenko

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The Relationship between Urban Functional Structure and Insomnia: An Exploratory Analysis in Beijing, China by Sirui Chen, Lijun Xing, Yu Liu, Jiwei Xu

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A New Mathematical Model for Flank Wear Prediction Using Functional Data Analysis Methodology by Sonja Jozić, Branimir Lela, Dražen Bajić

“…In order to be able to predict flank wear a new linear regression mathematical model has been developed by utilizing functional data analysis methodology. Regression coefficients of the model are in the form of time dependent functions that have been determined through the use of functional data analysis methodology. …”
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A functional data analysis approach for modelling frequency‐modulated tonal sounds in animal communication by Maria Silvia Labriola, Petra Oswine Pammer, Giulia Pedrazzi, Giancarlo Giacomini, Giovanna Jona Lasinio, Daniela Silvia Pace

“…We propose the application of a functional data analysis (FDA) approach to model extracted FM patterns, which entails the transformation of acoustic signals into continuous functions. …”
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Quantitative Analysis of Semicrystalline Blends SAXS Data: Theoretical Modeling versus Linear Correlation Function by Mohamed Fatnassi, Fadhel Ben Cheikh Larbi, Jean Louis Halary

“…This paper compares the results yielded by two methods of small-angle X-ray scattering data analysis for semicrystalline polymer blends. …”
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An Evaluation Method of Road Link Functionality Using Individual Trajectory Data and Weighted Network Analysis by Jisup Shim, Jiho Yeo

“…In order to handle this issue, it is necessary to create an appropriate evaluation method for the functionality of road links in advance. The research suggests an evaluation method to examine the functionalities of the roadways by using real-world mobility data and weighted network analysis. …”
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METHODS OF APPROXIMATION OF FUNCTIONS BY GENERALIZED POLYNOMIALS IN NUMERICAL ANALYSIS PROBLEMS RELATED TO CALCULATIONS ON APPROXIMATE DATA by Igor Eduardovich Naats, Victoria Igorevna Naats, Elena Pavlovna Yartseva

“…The practical significance of the results is that the proposed methods and approaches can be used in applied problems of the theory of approximation of functions, problems of applied analysis and boundary value problems of mathematical physics, using approximately given initial data obtained in the course of physical experiments or empirical functions.…”
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A Comparative Study on the Joint Coordination of Archery Athletes of Different Skill Levels: Based on Functional Data Analysis by Baifa Zhang, Zhi-Cheng Lin

Subjects: “…Functional Data Analysis…”
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Dynamic modeling in the functioning of security systems in the field of information security by A. M. Konakov, A. G. Pevneva

“…Method. The analysis of the functional interaction of the construction of three sequentially interconnected dynamic models and data transfer between them is carried out. …”
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Gango + BioFunctional: A computational tool for efficient functional gene analysis by Alejandro Rodriguez-Mena, Xavier Tarragó-Claramunt, Giulia Castellani, Javier Méndez-Viera, Antonio Monleón-Getino

“…The application is composed of two primary modules: GANGO, which efficiently processes input data and performs functional annotation to Gene Ontology (GO) terms and KEGG pathways; and BioFuncional, dedicated to in-depth analysis and interpretation. …”
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