Functional data analysis with increasing number of projections

Functional data analysis with increasing number of projections

Functional principal components (FPC’s) provide the most important and most extensively used tool for dimension reduction and inference for functional data. The selection of the number, d, of the FPC’s to be used in a specific procedure has attracted a fair amount of attention, and a number of reasonably effective approaches exist. Intuitively, they assume that the functional data can be suffic...

Data Projections for the Analysis and Visualisation of Bioinformatics Data

Map Mosaicking with Dissimilar Projections, Spatial Resolutions, Data Types and Number of Bands

When researchers are interested in multiple geographic datasets over similar geographic areas, it is oftentimes necessary to mosaic the digital images. The process becomes increasingly difficult as the images vary in projection, spatial resolution, and data representation. We first present a framework to describe this mosaicking process in a formal setting. We resolve the issues of varying proj...

A Comprehensive Method of Evaluating Open Government Data with the Aim of Improving Data Quality and Increasing Citizens' Willingness

Purpose: The purpose is to present an open government data evaluation method by considering comprehensive and complete dimensions and criteria - calculating the weight and importance of each criterion, examining the country in this area, clustering organizations and presenting a classification model to predict the situation. Methodology: Library studies was used to extract the dimensions and cr...

Concurrent Optimization of Patients’ Trust and Integrated Resilience Engineering: A Z-Number Data Envelopment Analysis Approach

Background and Objectives: Emergency departments often encounter several risk and health issues which significantly impact on overall healthcare performance. Resilience engineering (RE) enables emergency departments to confront sudden changes and handling health risk issues. Patient trust (PT) is also one of the most effective factors which improve quality of care along with pa...