Browsing Applied Mathematics and Computational Intelligence (AMCI) by Issue Date

Now showing items 1-20 of 23

    • Modeling of prediction system: an application of nearest neighbor approach to chaotic data 

      Nor Zila, Abd Hamid; Mohd Salmi, Md Noorani (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2013)
      This paper is about modeling of chaotic systems via nearest neighbor approach. This approach holds the principle that future data can be predicted using past data information. Here, all the past data known as neighbors. ...

    • Competencies in digital media literacy among undergraduate students using Structural Equation Modelling (SEM) 

      Hanisah, Norazam; Nik Mohamed Azim, Megat Anuar; Nurazida Asyiqin, Abd Aziz; Nurul Bariyah, Ibrahim; Nor Hazreeni, Hamzah; Nur Safwati, Ibrahim (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      The growth of modern technologies in this digital era plays a great role in society especially for the young generation since they adapt better to this new technology. This became a concern when their privacy is misused ...

    • Convolutional Neural Network approach for different leaf classification 

      Lee, Shin En; Ahmad Nazri, Ali (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      There are millions of plant species with different shapes of a leaf. Those unfamiliar or outside the field may have difficulty recognizing the plant based on leaf appearances. A system that can provide an automatic ...

    • A hybrid fuzzy time series forecasting model with 4253HT smoother 

      Nazirah, Ramli; Adie Safian, Ton Mohamed; Noor Izyan, Mohamad Adnan; Nik Muhammad Farhan Hakim, Nik Badrul Alam (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      Forecasting time series data is crucial for predicting upcoming observations, especially in the market and business. Proper actions can be taken when there are some figures on future data, which are predicted based on ...

    • Amazon product sentiment analysis using RapidMiner 

      Nur Hasifah, A Razak; Nur Amirah, Marzuki; Nur Saidatul Sa’adiah, Tajul Othamany; Muhammad Firdaus, Mustapha (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      Nowadays, online reviews from customers have created significance for any business especially when it comes to Amazon website. This research predicts the customer reviews based on three main categories; health and beauty, ...

    • University students’ awareness, risk perception and acceptance of the COVID-19 vaccine booster shots: A Multivariate Analysis of Variance (MANOVA) Approach 

      Nur Niswah Naslina, Azid @ Maarof; Nurul Huda, Mohd Zuhdi; Norsyafiqah Syafinas, Sulaiman; Nurhaziyah Athirah, Husmady (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      Coronavirus disease 2019 (COVID-19) is a serious global health threat of the 21st century. To curb the spread of the COVID-19 virus, the government has taken effective preventive measures, such as implementing the Movement ...

    • The Best Open and Distance Learning (ODL) platforms for mathematics subjects based on student’s perspective using Fuzzy Analytical Hierarchy Process (FAHP) 

      Mohamad Amirul, Manam; Allieyza Nurina, Ahmad Zulkefli; Nur Rabiatul Adawiyah, Mohd Zuki; Nor Aini, Hassanuddin (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      COVID-19 is an unprecedented crisis that has affected almost all industry players, including education. Many universities and institutions have decided to execute the Open and Distance Learning (ODL) approach as a replacement ...

    • Multiple linear regression for academic achievements for public universities in Malaysia 

      Farahan Mirhani, Ishak; Hariz Aiman, Mat Yusoff; Ummi Sharmimi, ‘Aradaton; Siti Nurhafizah, Mohd Shafie; Mohd Noor Azam, Nafi; Azzah, Amran; Wan Zakiyatussariroh, Wan Husin; Syazwani, A. Malek @ Abdul Malek (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      The relationship between socioeconomic status (SES) and academic achievement has been thoroughly studied in earlier educational research. Explanatory research design was employed to assess the effects of SES on the academic ...

    • SEIR model simulation and dynamical behaviour for rabies transmission in dog populations 

      Nurul Akma, Mohd Rasat; Norlaila, Md Nor; Wan Faizah, Wan Yaacob; Wan Nurul Husna, Wan Nordin; W.Khairiyah Hulaini, Wan Ramli (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      Dogs are the primary source of human rabies deaths, contributing to up to 99% of all human rabies transformations. The infection has caused tens of thousands of deaths every year all around the world. This paper discussed ...

    • Simulation of multivariable system via Simulink 

      Muhammad Fariz, Firdus; Nur Syuhada, Mohd Fadli; Nurfatihah, Abdullah; Azmirul, Ashaari (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      The common problem in a boiler system is to control and maintain the level of water. The flow of boiler system must operate correctly where the quantity of water exited are not too low nor too high. Otherwise, another ...

    • Modelling and forecasting gold price return and its volatility 

      Izzah Nazatul Nazihah, Ejap; Nur Hamizah, Mohd Ariff; Nur Huda Athirah, Abdullah; Nurul Nisa’, Khairol Azmi (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      In the financial industry, forecasting gold price return and its volatility are crucial. Even tiny improvements in prediction performance can add up to a significant sum of money. One strategy for anticipating gold price ...

    • An integrated approach of fuzzy TOPSIS and Graph Theory with confidence analysis on personnel selection 

      Anas Fathul Ariffin (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      This paper proposes a methodology based on combined approach of graph theory with Fuzzy TOPSIS and equipped with confidence analysis in solving a multi-criteria decision-making problem (MCDM). The theoretical background ...

    • Sentiment analysis on TikTok using RapidMiner 

      Nurul Shahazira, Rosli; Maira Madihah, Mohamed Azmee; Nur ‘Aisyah, Mohd Samsudin; Muhammad Firdaus, Mustapha (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2022-12)
      Users commonly provide feedback on certain applications. Users can provide either positive, negative or neutral reviews. To determine whether the reviews are positive, negative or neutral, this study use sentiment analysis ...

    • Liner supplier selection using Analytic Hierarchy Process 

      Vignesh Devar Kumar; Suliadi Firdaus, Sufahani; Kamarul Azhar, Abdullah (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      This study is conducted at one of the largest nitrile glove manufacturers in Malaysia. The company is facing some problems with delayed containers. This problem directly affects the company’s profit. The objectives of ...

    • Cure fraction models on survival data and covariates with a Bayesian parametric estimation methods 

      Umar Yusuf Madaki; Muhammad Sani; Ibrahim Abdullahi (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      Cure fraction models are usually meant for survival data that contains a proportion of non subject individuals for the event under study. In order to get an accurate estimate of the cure fraction model, researchers often ...

    • Diagonally implicit extended 2-point super class of block backward differentiation formula with two off-step points for solving first order stiff initial value problems 

      Alhassan Buhari (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      A new diagonally implicit extended 2-point super class of block backward differentiation formula with two off– step points is developed for the solution of first order stiff initial value problems. The method computes two ...

    • Assets correlation in Malaysian stock market before and during pandemic Covid19 

      Ahmad Bukhari, Mohd Yasin; Md Khairu Amin, Ismail (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      Stock market volatility is an unsolved issue discussed by many scholars. Uncertain political scenarios, complex economic issues surrounding and ambiguity of various information are among the factors contributed to the ...

    • Approximate solution of a Fractional-Order Ebola Virus Disease model with contact tracing and quarantine 

      Oyelowo Yemisi; Ibrahim Mohammed Olarenwaju; Adamu Bala (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      An elegant approximation of the fractional-order epidemic model's for Ebola Virus Disease (EVD) transmission combined with contact tracing and quarantine is presented in this study. The EVD model is governed by a system ...

    • Evaluation of hotel website and online accommodation booking platforms using Fuzzy TOPSIS 

      Nurfatihah Athirah, Rahmat (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      According to researchers in the field of hospitality management, online reservation systems can improve the financial success of a business. Due to the advancement in technology, there are numerous online accommodation ...

    • Cure fraction models on survival data and covariates with a Bayesian parametric estimation methods 

      Uchenwa Linus Okafor (Institute of Engineering Mathematics, Universiti Malaysia Perlis, 2023-04)
      Several researchers have carried out derivation of equation of motion of mechanical systems with more than one degrees of freedom of movement using different approaches among which is the work of Sivak and Darina [11] ...