Vol. 5 No. 1 (2021)

DOI: https://doi.org/10.65136/jati.v5i1

Published: 2021-03-01

Original Research

Personality prediction using machine learning classifiers

DOI : 10.65136/jati.v5i1.194

Xin Yee Chin ⁽¹⁾, Han Yang Lau ⁽²⁾, Zhi Xin Chong ⁽³⁾, Man Pan Chow ⁽⁴⁾, Zailan Arabee Abdul Salam ⁽⁵⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(4) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 24

PDF : 17
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DOI : 10.65136/jati.v5i1.194
MNIST handwritten digit recognition with different CNN architectures

DOI : 10.65136/jati.v5i1.195

Lead Ming Seng ⁽¹⁾, Brennan Bang Chen Chiang ⁽²⁾, Zailan Arabee Abdul Salam ⁽³⁾, Gwo Yih Tan ⁽⁴⁾, Hui Tong Chai ⁽⁵⁾

(1) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(4) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,

(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 32

PDF : 32
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DOI : 10.65136/jati.v5i1.195
Parameter tuning for artificial Bee Colony algorihtm

DOI : 10.65136/jati.v5i1.196

Yap Si Qi ⁽¹⁾, Tian Kai Wen ⁽²⁾, See Rui ⁽³⁾, Derick Gan ⁽⁴⁾, Zailan Arabee Abdul Salam ⁽⁵⁾

(1) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(4) School of Computing Asia Pacific University of Technology & Innovation (APU) Kuala Lumpur, Malaysia ,

(5) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 23

PDF : 12
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DOI : 10.65136/jati.v5i1.196
Microservice dynamic resource provision for small and medium-sized enterprises

DOI : 10.65136/jati.v5i1.197

Adam Irufaan ⁽¹⁾, Hemalata Vasudavan ⁽²⁾, Palvinderjit Kaur Harnek Singh ⁽³⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 18

PDF : 14
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DOI : 10.65136/jati.v5i1.197
Security of connected healthcare devices

DOI : 10.65136/jati.v5i1.198

Jasvindir Singh ⁽¹⁾, Vinesha Selvarajah ⁽²⁾, Chandra Reka Ramachandiran ⁽³⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 25

PDF : 14
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DOI : 10.65136/jati.v5i1.198
Digital transformation of the higher education sector in maldives

DOI : 10.65136/jati.v5i1.199

Fathimath Ula Amir ⁽¹⁾, Shounak Ghosh ⁽²⁾, Chandra Reka Ramachandiran ⁽³⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 28

PDF : 17
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DOI : 10.65136/jati.v5i1.199
Malaysia stock market prediction using artificial intelligence

DOI : 10.65136/jati.v5i1.200

Tan Boon Chuan ⁽¹⁾, Dr. Vazeerudeen Abdul Hameed ⁽²⁾, Chandra Reka Ramachandiran ⁽³⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 35

PDF : 19
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DOI : 10.65136/jati.v5i1.200
Representation learning based deepfake detection with facial region features

DOI : 10.65136/jati.v5i1.201

Ng Jen Neng ⁽¹⁾, Chandra Reka Ramachandiran ⁽²⁾, Mandava Rajeswari ⁽³⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 19

PDF : 18
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DOI : 10.65136/jati.v5i1.201
Establishing a regression baseline for predicting satellite motion

DOI : 10.65136/jati.v5i1.202

Ismail Esack Dawoodjee ⁽¹⁾, Mandava Rajeswari ⁽²⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 22

PDF : 14
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DOI : 10.65136/jati.v5i1.202
Impact of Covid-19 and the importance of seamless integration of information technology in tourism industrial business processes in Sri Lanka

DOI : 10.65136/jati.v5i1.203

Mohamed Munas ⁽¹⁾, Dr Kuruvikulam Chandrasekaran Arun ⁽²⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Technology Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 37

PDF : 16
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DOI : 10.65136/jati.v5i1.203
An interactive control using 3D models

DOI : 10.65136/jati.v5i1.204

Muhammad Danial Lee ⁽¹⁾, Chandrasekharan Nataraj ⁽²⁾, Suresh Gobee ⁽³⁾

(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 21

PDF : 14
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DOI : 10.65136/jati.v5i1.204
Machine vision analysis of harvested forestry sites using high resolution UAV data

DOI : 10.65136/jati.v5i1.205

Rayan Khaled Alsharif ⁽¹⁾, Chandrasekharan Nataraj ⁽²⁾, Rosli Bin Yusop ⁽³⁾

(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 22

PDF : 17
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DOI : 10.65136/jati.v5i1.205
Predictive maintenance on an elevator system using machine learning

DOI : 10.65136/jati.v5i1.206

Law Jing Shen ⁽¹⁾, Jacqueline Lukose ⁽²⁾, Lau Chee Young ⁽³⁾

(1) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(3) School of Engineering Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 40

PDF : 17
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DOI : 10.65136/jati.v5i1.206
A study and an implementation of online doctor consultation system

DOI : 10.65136/jati.v5i1.207

Wang Jack Huan ⁽¹⁾, Dr Kuruvikulam Chandrasekaran Arun ⁽²⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Technology Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 18

PDF : 12
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DOI : 10.65136/jati.v5i1.207
Chinese character recognition system

DOI : 10.65136/jati.v5i1.208

Sun Ziming ⁽¹⁾, Nowshath K Batcha ⁽²⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 25

PDF : 15
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DOI : 10.65136/jati.v5i1.208
Wild fire prediction using machine learning models

DOI : 10.65136/jati.v5i1.209

Nadir Khan ⁽¹⁾, Nowshath K Batcha ⁽²⁾

(1) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia ,

(2) School of Computing Asia Pacific University of Technology and Innovation (APU) Kuala Lumpur, Malaysia

Abstract : 20

PDF : 15
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DOI : 10.65136/jati.v5i1.209