Examining the trend of literature on classification modelling: a bibliometric approach

H Hamid, A Ahmi, FZ Okwonu… - … Sciences Letters: An …, 2023 - repo.uum.edu.my
This paper analyses and reports various types of published works related to classification or
discriminant modelling. This paper adopted a bibliometric analysis based on the data …

New location model based on automatic trimming and smoothing approaches

H Hamid - Journal of Computational and Theoretical …, 2018 - ingentaconnect.com
Location Model is a classification approach that capable to deal with mixed binary and
continuous variables at once. The binary variables create segmentation in the groups called …

[PDF][PDF] Winsorized and smoothed estimation of the location model in mixed variables discrimination

H Hamid - Applied Mathematics and Information …, 2018 - digitalcommons.aaru.edu.jo
The location model is a familiar basis and excellent tool for discriminant analysis of mixtures
of categorical and continuous variables compared to other existing discrimination methods …

[PDF][PDF] Developing a New Estimation Approach for Constructing a Flexible Location Model to Address Challenges with Numerous Empty and Non-Empty Cells

H Hamid, NAM Amin, SA Kamaruddin… - Appl …, 2024 - naturalspublishing.com
This paper aims to address the challenges posed by the simultaneous occurrence of
numerous empty and many non-empty cells in the Location Model (LM). The LM is a …

Systematic Literature Review of Mixed Variables Classification

P Ngu, H Hamid - International Journal of Data Science and Advanced …, 2023 - ijdsaa.com
Classification is one of the most popular approaches that had been used in a variety of
fields. There are a lot of classification methods that are applicable to classify objects into …

[PDF][PDF] Modeling Human Development Index Using Discriminant Analysis

CE Iwuagwu, MO Nwosu - AsPoly Journal of Sciences …, 2020 - researchgate.net
The basic objective of human development is to create an enabling environment for people
to live long, healthy and creative lives and it is composite statistic of the life expectancy …

Adaptive Variable Extractions with LDA for Classification of Mixed Variables, and Applications to Medical Data

H Hamid, NI Mahat, S Ibrahim - Journal of Information and …, 2021 - repo.uum.edu.my
The strategy surrounding the extraction of a number of mixed variables is examined in this
paper in building a model for Linear Discriminant Analysis (LDA). Two methods for …

[PDF][PDF] DEVELOPMENT OF STATISTICAL PROGRAM FOR DISCRIMINANT ANALYSIS FOR MIXED VARIABLES USING R-CODE

CE Iwuagwu, ZO Ibegbulem, OM Nwosu, C Ekwuribe - researchgate.net
Discriminant analysis is a statistical technique that tried to predict on the bases of one or
more independent variables. Whether an individual or other objects can be placed into a …

A Framework of Mixed Variables Classification in The Presence of Outliers: A Robust Location Model

H binti Hamid - AIP Conference Proceedings, 1905 - pubs.aip.org
The natural outstanding of location model is as an excellent tool for mixed variables
classification among other existing approaches such as Kernel-based non-parametric …

[引用][C] A framework of mixed variables classification in the presence of outliers: A robust location model

HB Hamid - 2017 - American Institute of Physics Inc.