• Suche: Classification and multivariate analysis for complex data structures

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61

The GNAR-edge model: A network autoregressive model for networks with time-varying edge weights
Mantziou, Anastasia ; Cucuringu, Mihai ; Meirinhos, Victor ; et al.

Statistics - Methodology Statistics - Application...
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62

Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification
Feng, Jean ; Simon, Noah

Statistics - Methodology Statistics - Machine Lea...
Report
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63

A New Numerical Solution to Traditional Phytosociological Tabular Classification
Wildi, Otto
Vegetatio, 1989 Jul 01. 81(1/2), 95-106.

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64

Intervention in prediction measure: a new approach to assessing variable importance for random forests.
Epifanio, Irene
BMC Bioinformatics; 5/2/2017, Vol. 18, p1-16, 16p, 11 Charts, 7 Graphs

RANDOM forest algorithms PERFORMANCE evaluation BIOINFORMATICS MULTIVARIATE analysis STATISTICAL correlation DECISION trees
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65

Visualization of GC/TOF-MS-Based Metabolomics Data for Identification of Biochemically Interesting Compounds Using OPLS Class Models
Wiklund, Susanne ; Johansson, Erik ; Sjöström, Lina ; et al.
Analytical Chemistry. 80(1):115-122

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66

Vine copula-based Bayesian classification for multivariate time series of electroencephalography eye states.
Zhang, Chunfang ; Czado, Claudia
Journal of the Royal Statistical Society: Series C (Applied Statistics); Aug2023, Vol. 72 Issue 4, p992-1022, 31p

TIME series analysis ELECTROENCEPHALOGRAPHY CLIMBING plants DISTRIBUTION (Probabilit... CLASSIFICATION
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67

Ordination and significance testing of microbial community composition derived from terminal restriction fragment length polymorphisms: application of multivariate statistics.
Rees GN ; Baldwin DS ; Watson GO ; et al.
Publisher: Springer Country of Publication: Netherlands NLM ID: 0372625 Publication Model: Print Cited Medium: Print ISSN: 0003-6072 (Print) Linking ISSN: 00036072 NLM ISO Abbreviation: Antonie Van Leeuwenhoek Subsets: MEDLINE

Bacteria genetics Bacteria isolation & pur... DNA, Bacterial analysis DNA, Bacterial genetics Multivariate Analysis Bacteria classification …
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68

An effective partitional clustering algorithm based on new clustering validity index.
Zhu, Erzhou ; Ma, Ruhui
Applied Soft Computing. Oct2018, Vol. 71, p608-621. 14p.

K-means clustering Cluster analysis (Statis... Multivariate analysis Cluster randomized contr... Randomized controlled tr...
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69

Classification of Wheat Varieties Based on Structural Features of Arabinoxylans As Revealed by Endoxylanase Treatment of Flour and Grain
Ordaz-Ortiz, José Juan ; Devaux, Marie-Françoise ; Saulnier, Luc
Journal of Agricultural and Food Chemistry. 53(21):8349-8356

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70

Exploring racial disparity in obesity: A mediation analysis considering geo-coded environmental factors.
Yu, Qingzhao ; Scribner, Richard A. ; Leonardi, Claudia ; et al.
Spatial & Spatio-temporal Epidemiology. Jun2017, Vol. 21, p13-23. 11p.

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72

Multiscale Clustering for Functional Data.
Lim, Yaeji ; Oh, Hee-Seok ; Cheung, Ying Kuen
Journal of Classification. Jul2019, Vol. 36 Issue 2, p368-391. 24p.

Data analysis Functional analysis K-means clustering Hierarchical clustering... Hilbert-Huang transform
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73

Toward Fast Determination of Protein Stability Maps: Experimental and Theoretical Analysis of Mutants of a Nocardiopsis prasina Serine Protease
Farrell, Damien ; Webb, Helen ; Johnston, Michael A. ; et al.
Biochemistry. 51(26):5339-5347

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74

Finite Mixture of Censored Linear Mixed Models for Irregularly Observed Longitudinal Data.
de Alencar, Francisco H. C. ; Matos, Larissa A ; Lachos, Víctor H.
Journal of Classification. Nov2022, Vol. 39 Issue 3, p463-486. 24p.

Panel analysis Censoring (Statistics) Expectation-maximization... Maximum likelihood stati... Document clustering
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75

Persistent organic pollutants (POPs) - QSPR classification models by means of Machine learning strategies.
Vakarelska, Ekaterina ; Nedyalkova, Miroslava ; Vasighi, Mahdi ; et al.
Chemosphere. Jan2022:Part 2, Vol. 287, pN.PAG-N.PAG. 1p.

Persistent pollutants Chemical decomposition Machine learning Learning strategies Descriptor systems Principal components ana... …
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77

Predictive Synthesis of Copper Selenides Using a Multidimensional Phase Map Constructed with a Data-Driven Classifier
Williamson, Emily M. ; Sun, Zhaohong ; Tappan, Bryce A. ; et al.
Journal of the American Chemical Society. 145(32):17954-17964

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78

Do Anthropogenic Activities Affect Floristic Diversity and Vegetation Structure More Than Natural Soil Properties in Hyper-Arid Desert Environments?
Ethar A. Hussein ; Monier M. Abd El-Ghani ; Rim S. Hamdy ; et al.
Diversity, Vol 13, Iss 4, p 157 (2021)

protected areas soil factors human disturbance vegetation analysis Egypt variation partitioning …
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79

Covariance-Guided Mixture Probabilistic Principal Component Analysis (C-MPPCA).
Han, Chao ; Leman, Scotland ; House, Leanna
Journal of Computational & Graphical Statistics. Jan-Mar2015, Vol. 24 Issue 1, p66-83. 18p.

PROBABILITY theory DATA mining MACHINE theory COVARIANCE matrices PRINCIPAL components ana...
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80

Power Analysis and Sample Size Determination in Metabolic Phenotyping
Blaise, Benjamin J. ; Correia, Gonçalo ; Tin, Adrienne ; et al.
Analytical Chemistry. 88(10):5179-5188

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