Asymptotic Distributions of Estimators of Eigenvalues and Eigenfunctions in Functional Data

“…Functional data analysis is a relatively new and rapidly growing area of statistics. …”
Get full text

A gate driver for IGBT with data acquisition function by YANG Lele, CHEN Yanping, DOU Zechun, QI Yu, XIE Shunmeng, WE Haishan

“…The paper presents a new type of gate driver for IGBT, which has the function of acquiring the operation state data in addition to traditional gate drive and short-circuit protection functions. …”
Get full text

Normative data on cardiovascular autonomic function in Greenlandic Inuit by Jesper Fleischer, Dorte Vistisen, Marit Eika Jørgensen, Stine Byberg, Jens Christian Laursen, Christian Stevns Hansen, Marie Mathilde Bjerg Christensen, Trine Larsen

“…The aim was to establish normative reference data of cardiovascular autonomic function in Greenlandic Inuit.Research design and methods In this cross-sectional study, cardiovascular autonomic function was evaluated in participants without diabetes during the Greenlandic Population Study 2018 and in the town Qasigiannguit in 2020. …”
Get full text

PhyloFunc: phylogeny-informed functional distance as a new ecological metric for metaproteomic data analysis by Luman Wang, Caitlin M. A. Simopoulos, Joeselle M. Serrana, Zhibin Ning, Yutong Li, Boyan Sun, Jinhui Yuan, Daniel Figeys, Leyuan Li

Get full text

Reclassification of Two MLH1 Variants of Uncertain Significance Utilizing Clinical and Functional Data by Jane Hübertz Frederiksen, Ulf Birkedal, Sarah Bachmann, Elisabeth Victoria Eliesen, Lene Juel Rasmussen, Katja Venborg Pedersen, Lana Al‐Zehhawi, Susanne E. Boonen, Lotte Krogh, Karina Rønlund, Lise Graversen, Jannie Assenholt, Kjeld Schmiegelow, Karin Wadt, Anne‐Marie Gerdes, Thomas v. O. Hansen

“…Results The functional analysis revealed that the c.696_698del, p.…”
Get full text

Overcoming Data Scarcity: Guiding Citation Function Classification With Prompt-Based Few-Shot Learning by Krittin Chatrinan, Thanapon Noraset, Suppawong Tuarob

“…Citation function analysis is crucial for understanding how cited literature affects the narrative in scientific publications, as citations serve multiple purposes that need accurate distinction and classification. …”
Get full text

Behavioural user segmentation of app users based on functionality interaction patterns by Li-Yoong Ooi, Choo-Yee Ting, Helmi Zakariah, Eashvaren Chandar

Get full text

Recognition of flight cadets brain functional magnetic resonance imaging data based on machine learning analysis by Lu Ye, Shuhao Weng, Dongfeng Yan, Shan Ma, Xi Chen

Get full text

Analysis of the Dbzh Reflectivity of a Radar and the Precipitation in Bogota Using Functional Statistics and Data Mining Techniques by Angel Villabona-Ortiz, Rodrigo Ortega-Toro, Yessica Ramirez-Yara

“…This study aims to identify the sweep angle of the dual polarimetric weather radar located in Bogotá, owned by the District Institute for Risk Management and Climate Change (IDIGER), which presents the greatest statistical variability and spatial coverage, in terms of the horizontal component of reflectivity, using functional data analysis, in order to take this reflectivity sweep angle as a reference for correlation analysis between the data recorded by the radar and the accumulated precipitation measured on the surface. …”
Get full text

A Multi-Source Data-Driven Analysis of Building Functional Classification and Its Relationship with Population Distribution by Dongfeng Ren, Xin Qiu, Zehua An

Get full text

Analysis of Data on Adverse Drug Reactions and Functional Flaws of the Pharmacovigilance System Associated with Self-Treatment with Antibiotics by N. V. Verlan, T. L. Moroz, E. O. Kochkina, E. N. Bochanova, E. A. Beigel

Get full text

Spatial Information of Somatosensory Stimuli in the Brain: Multivariate Pattern Analysis of Functional Magnetic Resonance Imaging Data by In-Seon Lee, Won-mo Jung, Hi-Joon Park, Younbyoung Chae

“…We performed multivariate pattern analysis (MVPA) using parameter estimate images of each trial for each participant and the support vector classifier (SVC) function, and the prediction accuracy and other MVPA outcomes were evaluated using stratified five-fold cross validation. …”
Get full text

Prevalence of functional disability and associated factors among older people in Vietnam: a secondary data analysis by Long Thanh Giang, Nam Truong Nguyen, Trang Thi Nguyen, Thu Dai Bui

Get full text

Regulation of the functional state of locomotive crew drivers using biofeedback training: factor analysis of experimental data by N. V. Shcherbina

“…A personal computer and the NeuroDog hardware and software complex were used as the equipment for the biofeedback training. A factor analysis of the primary empirical data of subjects who successfully developed the relaxation skill was performed. …”
Get full text

The Second Wave of the COVID-19 Pandemic in Poland - Characterised Using FDA Methods by Patrycja Hęćka

Subjects: Get full text

Central Limit Theorem for Conditional Mode in the Single Functional Index Model with Data Missing at Random by Anis Allal, Abdessamad Dib, Abbes Rabhi

Subjects: “…functional data analysis…”
Get full text

Mass Function of Stellar Black Holes as Revealed by the LIGO–Virgo–KAGRA Observations by Xiao-Fei Dong, Yong-Feng Huang, Zhi-Bin Zhang, Xiu-Juan Li, Ze-Cheng Zou, Chen-Ran Hu, Chen Deng, Yang Liu

Get full text

K-Nearest Neighbor Method with Principal Component Analysis for Functional Nonparametric Regression by Shelan Saied Ismaeel, Kurdistan M.Taher Omar, Bo Wang

Subjects: “…Functional data analysis, K-Nearest Neighbour stimator, Multivariate response, Nonparametric regression, Principal Component Analysis…”
Get full text

Electroencephalography and analysis of functional brain activity by S. A. Gulyaev

“…However, such systems require an absolutely different approach to the analysis of EEG recordings. Larger amount of information (compared to conventional EEG) necessitates the implementation of various mathematical methods to analyze the recorded signals, as well as more extensive use of techniques for combining this data with findings of other diagnostic methods, primarily magnetic resonance imaging and functional magnetic resonance imaging. …”
Get full text

Sport’s Function Analysis in Iran's Development by Zahra Sohrabi, Nima Hasanzadeh, Amir Rahimi

“…Purpose: It seems that there are still challenges in the development of sport, and in particular supporting the protective components and prerequisites at the policy level.Methods: The present study seeks to present a model of the function analysis of sport in Iran's development, which was carried out through proposing a database theory. …”
Get full text