Browsing Applied Mathematics and Computational Intelligence (AMCI) by Issue Date
Now showing items 21-40 of 90
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60-year research history of missing data: A bibliometric review on Scopus database (1960-2019)
(Institute of Engineering Mathematics (Universiti Malaysia Perlis), 2020-12)Research on missing data was initiated in 1960 and the study on this topic grew exponentially across various subject areas since then. Therefore, this study aims to analyze those studies, specifically journal articles ... -
Metal detector via KNN for vehicle robot
(Institute of Engineering Mathematics (Universiti Malaysia Perlis), 2020-12)Through decades of use, several problems occur in the conventional metal detector where it becomes a burden when it is being carried for a long time, the price is so expensive and the user was exposed to the threat when ... -
Demonstrating Bonus Malus System (BMS) with fair deductibles amount and control mechanism of claim amount and frequency on Medical and Health Insurance Portfolio
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)This paper presents the preliminary work of implementing the BMS in the Medical and Health Insurance (MHI). The application of the Bonus Malus System (BMS) is common in automobile insurance, but having it on MHI is something ... -
How influential the market confidence in determining the global stock returns
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Market confidence and investment behavior and decision are closely related. This study conducts an empirical analysis to examine how influential the market confidence (consumer and business levels) in determining the ... -
Application of the Length–Biased Weibull–Rayleigh distribution to fit the rainy season Rainfall for the Upper Ping River in Northern Thailand
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Statistical distributions are important and useful to determine the appropriate distributions for rainfall data and predict the return levels of rainfall data. The objectives of this study are to apply the length–biased ... -
Application of Shewhart Control chart to analyze the effect of income on body mass index and blood pressure
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)This study investigates whether the level of income influences body mass index and blood pressure and we also determine whether there is a positive or negative correlation between the study variables (income, body mass ... -
Analysis of public sentiment on Covid-19 vaccination policy based on text mining with the Naïve Bayes Classifier approach
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)One of the goals in the SDGs, which is to ensure a healthy life and promote the welfare of all people of all ages, has become difficult to maintain since the emergence of Covid-19 in Indonesia. Thus, the Indonesian government ... -
Analysis of mathematical model for the dynamics of diabetes mellitus and its complications
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Diabetes mellitus is a metabolic disorder associated with impaired glucose, lipid and protein metabolism as a consequence of impaired production, secretion or action of insulin in human body system. In this work, we developed ... -
Integrals involving the homogeneous generalized hypergeometric function and multivariable Aleph-function
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Recently, T two finite integrals involving the homogeneous hypergeometric function and the modified multivariable H function have been evaluated. During this work, we established two unified finite integrals whose integrands ... -
Behaviour of solutions of the volterra integro-differential equations using numerical methods
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)This paper is interested in solving Volterra integro-differential equation with associated initial condition. The Implicit Euler method was used to approximate the derivatives and the Explicit Euler method to approximate ... -
Comparison of correlation for Asia Shariah indices using DCC-GARCH and rolling window correlation
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)This paper aims to compare the capability of correlation in capturing the volatility using rolling window correlation and Dynamic Conditional Correlation - Generalized Autoregressive Conditional Heteroscedasticity (DCC-GARCH) ... -
Damage detection formulation using inverse frequency analysis incorporating Artificial Neural Network for Kirchhoff Plate Theory
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Nowadays, several different structural damage detection techniques are being developed with the goal of monitoring structure stability with high accuracy and low cost. One of the well-known techniques is inverse analysis ... -
Graphical summaries of circular data with outliers using Python programming language
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Graph in statistics is used to summarise and visualise the data in pictorial form. Graphical summary enables us to visualise the data in a more simple and meaningful way so that the interpretation will be easier to understand. ... -
Mortality analysis by income group of civil servants in Malaysia
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)This paper presents a study on the mortality trend and its correlation with the income factor for the period of 2009-2018. Income factor is known to affect the social determinant of mortality in many ways. Individuals with ... -
Multivariate evolutionary and Tweedie GLM Methods for estimating motor vehicle insurance claims reserves
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)An insurance policy is a contract agreement between the policyholder and the insurance company. For the contract agreement to run, policyholders need to pay premiums to insurance companies. On the other hand, the insurance ... -
Numerical solutions of Chaotic Convection Model in a horizontal layer of fluid using deep learning DNN
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)In the subject of engineering, chaotic convection serves a critical function, for instance, magnetomechanical devices, lasers, and mechanical and designing electrical circuits, as well as understanding fluid dynamics and ... -
The effect of two-species competition on a Lotka-Volterra Fishery Model in the presence of toxicity
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)Competition is a crucial ecological interaction between organisms. Despite the belief that competition benefits more vigorous species since lesser species tend to die out owing to lack of resources, there are times when ... -
Prediction of rainfall using ARIMA mixed models
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)The average rainfall in Aceh Barat every year is different pattern and it is influenced by several factors. In this paper we used rainfall dataset, which is changing time to time. The change is caused by an element of ... -
Regression analysis on crime rates in Kaduna State from 2002-2016
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)The study determines the effect of unemployment on robbery, murder, rape, stealing, and drug abuse. Secondary method of data collection was used to collect the data from the Nigeria Police State Command, Kaduna and other ... -
Analyzing the factors that hinder the implementation of ICT in Teaching-learning process in rural area by using Analytic Hierarchy Process
(Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2021-12)The rapid growth of digital technology today is having profound effects on labor markets and economies. Education is no exception. To support teaching and learning education, technology infuses the classroom with digital ...