Results 171 to 180 of about 1,124,822 (286)

CerFix: A System for Cleaning Data with Certain Fixes [PDF]

, 2011
Fan, Wenfei, Li, Jianzhong, Ma, Shuai, Tang, Nan, Yu, Wenyuan   +4 more
core  

A Primer of Data Cleaning in Quantitative Research: Handling Missing Values and Outliers. [PDF]

J Adv Nurs
Sharifnia AM, Kpormegbey DE, Thapa DK, Cleary M.   +3 more
europepmc   +1 more source

Multimodal Data‐Driven Microstructure Characterization

Advanced Engineering Materials, EarlyView.
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang, Santiago Benito, Özge Özgün, Sebastian Weber, Markus Stricker   +4 more
wiley   +1 more source

The effects of mismatched train and test data cleaning pipelines on regression models: lessons for practice. [PDF]

PeerJ Comput Sci
Nevin J, Lees M, Groth P.
europepmc   +1 more source

Is it time to stop sweeping data cleaning under the carpet? A novel algorithm for outlier management in growth data. [PDF]

PLoS One, 2020
Woolley CSC, Handel IG, Bronsvoort BM, Schoenebeck JJ, Clements DN.   +4 more
europepmc   +1 more source

Tailoring Functional Properties of Ti–Ni–Cu Shape Memory Alloy Thin Films for MEMS Actuators

Advanced Engineering Materials, EarlyView.
A comprehensive study of critical parameters required to develop well‐performing Ti–Ni–Cu thin film shape memory alloy microactuators is provided. Materials science and device integration aspects are integrated by addressing structural and physical relationships using complementary characterization techniques as well as a practical fabrication solution
Elaheh Akbarnejad, Aleksander Kostka, Gowtham Arivanandhan, Yujiao Li, Alan Savan, Manfred Kohl, Alfred Ludwig   +6 more
wiley   +1 more source

Reliability-enhanced data cleaning in biomedical machine learning using inductive conformal prediction. [PDF]

PLoS Comput Biol
Zhan X, Xu Q, Zheng Y, Lu G, Gevaert O.
europepmc   +1 more source

PASTA‐ELN: Simplifying Research Data Management for Experimental Materials Science

Advanced Engineering Materials, EarlyView.
Research data management faces ongoing hurdles as many ELNs remain complex and restrictive. PASTA‐ELN offers an open‐source, cross‐platform solution that prioritizes simplicity, offline access, and user control. Its in tuitive folder structure, modular Python add‐ons, and open formats enable seamless documentation, FAIR data practices, and easy ...
S. Brinckmann, G. Winkens, R. Schwaiger
wiley   +1 more source

Data cleaning and enrichment through data integration: networking the Italian academia. [PDF]

Sci Data
Finocchi I, Martino A, Ranjbar F, Sinaimeri B.   +3 more
europepmc   +1 more source

Automated data cleaning of paediatric anthropometric data from longitudinal electronic health records: protocol and application to a large patient cohort. [PDF]

Sci Rep, 2020
Phan HTT, Borca F, Cable D, Batchelor J, Davies JH, Ennis S.   +5 more
europepmc   +1 more source