Search Results - Functional data analysis Curve alignment Curve clustering k-mean algorithm

Model-based joint curve registration and classification.

Authors: Tang, Lin Zeng, Pengcheng Qing Shi, Jian et al.

Source: Journal of Applied Statistics; Apr2023, Vol. 50 Issue 5, p1178-1198, 21p, 5 Charts, 8 Graphs

Subject Terms: HYOID bone, EXPECTATION-maximization algorithms, RECORDING & registration, LOGISTIC regression analysis, CLASSIFICATION, REGRESSION analysis, CURVES

Piecewise Regression Mixture for Simultaneous Functional Data Clustering and Optimal Segmentation.

Authors: Chamroukhi, Faicel

Source: Journal of Classification; Oct2016, Vol. 33 Issue 3, p374-411, 38p

Subject Terms: REGRESSION analysis, MULTIVARIATE analysis, ANALYSIS of covariance, DOCUMENT clustering, CLUSTER analysis (Statistics)

Probabilistic K-means with Local Alignment for Clustering and Motif Discovery in Functional Data.

Authors: Cremona, Marzia A. Chiaromonte, Francesca

Source: Journal of Computational & Graphical Statistics; Jul-Sep2023, Vol. 32 Issue 3, p1119-1130, 12p

Subject Terms: DATA analysis, K-means clustering, MUTAGENESIS, COVID-19, FUNCTIONAL analysis

A novel framework for joint sparse clustering and alignment of functional data.

Authors: Vitelli, Valeria

Source: Journal of Nonparametric Statistics; Mar2024, Vol. 36 Issue 1, p182-211, 30p

Subject Terms: DATA analysis, FUNCTIONAL analysis, TEST methods, DOCUMENT clustering

Local Clustering for Functional Data.

Authors: Chen, Yuanxing Zhang, Qingzhao Ma, Shuangge

Source: Journal of Computational & Graphical Statistics; Jul-Sep2025, Vol. 34 Issue 3, p1075-1090, 16p

Subject Terms: CLUSTERING algorithms, COVID-19 pandemic, STATISTICAL reliability, CLUSTER analysis (Statistics), DATA analysis, FUNCTIONAL analysis

Geographic Terms: UNITED States

Distance-based Clustering of Functional Data with Derivative Principal Component Analysis.

Authors: Yu, Ping Shi, Gongming Wang, Chunjie et al.

Source: Journal of Computational & Graphical Statistics; Jan-Mar2025, Vol. 34 Issue 1, p47-58, 12p

Subject Terms: PRINCIPAL components analysis, DERIVATIVES (Mathematics), FUNCTIONAL analysis, FUNCTIONALS, DATA analysis

Unbalanced Longitudinal Data Clustering with a Copula Kernel Mixture Model.

Authors: Zhang, Xi Murphy, Orla A. McNicholas, Paul D.

Source: Statistics & Computing; Oct2025, Vol. 35 Issue 5, p1-26, 26p

Exploratory functional data analysis.

Authors: Qu, Zhuo Dai, Wenlin Euan, Carolina et al.

Source: TEST; Jun2025, Vol. 34 Issue 2, p459-482, 24p

Functional zoning of biodiversity profiles.

Authors: Golini, Natalia Ignaccolo, Rosaria Ippoliti, Luigi et al.

Source: Environmetrics; Jan2025, Vol. 36 Issue 1, p1-20, 20p

Subject Terms: BIODIVERSITY, CLUSTER analysis (Statistics), CURVE fitting, NATURAL resources, BIODIVERSITY monitoring, SPATIAL arrangement

funBIalign: a hierachical algorithm for functional motif discovery based on mean squared residue scores.

Authors: Di Iorio, Jacopo Cremona, Marzia A. Chiaromonte, Francesca

Source: Statistics & Computing; Feb2025, Vol. 35 Issue 1, p1-15, 15p

Review of Clustering Methods for Functional Data.

Authors: MIMI ZHANG PARNELL, ANDREW

Source: ACM Transactions on Knowledge Discovery from Data; Aug2023, Vol. 17 Issue 7, p1-34, 34p

Subject Terms: TIME series analysis, CLUSTER analysis (Statistics), CONTINUOUS functions, FUNCTIONAL analysis, MEDICAL sciences

Functional data analysis for wearable sensor data: a systematic review.

Authors: Acar-Denizli, Nihan Delicado, Pedro

Source: AStA Advances in Statistical Analysis; Sep2025, Vol. 109 Issue 3, p591-631, 41p

Functional hierarchical clustering using shape distance.

Authors: Kyungmin Ahn

Source: Communications for Statistical Applications & Methods; Sep2024, Vol. 31 Issue 5, p601-612, 12p

Subject Terms: FUNCTIONAL analysis, CLUSTER analysis (Statistics), CHARACTERISTIC functions, MACHINE learning, DATA analysis

Integrated Model Selection and Scalability in Functional Data Analysis Through Bayesian Learning.

Authors: Tao, Wenzheng Joshi, Sarang Whitaker, Ross

Source: Algorithms; May2025, Vol. 18 Issue 5, p254, 49p

Subject Terms: PRINCIPAL components analysis, FUNCTIONAL analysis, DATA analysis, DATA reduction, BAYESIAN field theory

A functional data analysis approach for modelling frequency‐modulated tonal sounds in animal communication.

Authors: Labriola, Maria Silvia Pammer, Petra Oswine Pedrazzi, Giulia et al.

Source: Methods in Ecology & Evolution; Mar2025, Vol. 16 Issue 3, p558-572, 15p

Subject Terms: ANIMAL communication, ANIMAL behavior, ANIMAL populations, MODULATION (Music theory), BEHAVIORAL assessment, BOTTLENOSE dolphin

Company/Entity: UNITED States. Food & Drug Administration

Functional Data Analysis: An Introduction and Recent Developments.

Authors: Gertheiss, Jan Rügamer, David Liew, Bernard X. W. et al.

Source: Biometrical Journal; Oct2024, Vol. 66 Issue 7, p1-32, 32p

Uncovering Data Across Continua: An Introduction to Functional Data Analysis.

Authors: Dabo-Niang, Sophie Frévent, Camille

Source: Notices of the American Mathematical Society; Aug2024, Vol. 71 Issue 7, p869-877, 9p

Functional clustering of varved lake sediment to reconstruct past seasonal climate

Authors: Arnqvist, Per Bigler, Christian Renberg, Ingemar et al.

Source: Environmental and Ecological Statistics. 23(4):513-529

Subject Terms: Climate, Clustering, Curve registration, Functional data analysis, Penalized least squares, Varved lake diment

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-130095

Functional data analysis characterizes the shapes of the first COVID-19 epidemic wave in Italy.

Authors: Boschi, Tobia Di Iorio, Jacopo Testa, Lorenzo et al.

Source: Scientific Reports; 8/30/2021, Vol. 11 Issue 1, p1-15, 15p

Subject Terms: COVID-19 pandemic, MORTALITY, DATA analysis, SOCIODEMOGRAPHIC factors

Geographic Terms: ITALY

2025 ACVIM Forum Research Abstract Program.

Source: Journal of Veterinary Internal Medicine. Nov2025, Vol. 39 Issue 6, p1-193. 193p.