Vol 4, No 1 (2023)

May 2023

This issue contains 5 articles authored/co-authored by 16 authors from 6 countries (USA, Germany, Nigeria, Bangladesh, Indonesia, and Malaysia)

Table of Contents

Articles

Placement model for students into appropriate academic class using machine learning
(1) Khalid Haruna (Department of Computer Science, Kaduna State University, Nigeria)
(2) Anadi Stella Uju (Department of Computer Science, Bayero University, Nigeria)
(3) Ibrahim Alhaji Lawal (Department of Information Technology, Bayero University, Nigeria)
(4) Raliya Abubakar (Department of Computer Science, Kaduna State University, Nigeria)
10.31763/sitech.v4i1.1024 Views of Abstract: 482 | PDF: 155
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1-11
Suicide and self-harm prediction based on social media data using machine learning algorithms
(1) Abdulrazak Yahya Saleh (Faculty of Cognitive Sciences and Human Development, Universiti Malaysia Sarawak, Malaysia)
(2) Fadzlyn Nasrini Binti Mostapa (Faculty of Cognitive Sciences and Human Development, Universiti Malaysia Sarawak, Malaysia)
10.31763/sitech.v4i1.1181 Views of Abstract: 550 | PDF: 151
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12-21
YOLOv3 and YOLOv5-based automated facial mask detection and recognition systems to prevent COVID-19 outbreaks
(1) Md Asifuzzaman Jishan (Faculty of Statistics, Technische Universität Dortmund, Germany)
(2) Ananna Islam Bedushe (Department of Computer Science, Hofstra University, United States)
(3) Md Ataullah Khan Rifat (Faculty of Statistics, Technische Universität Dortmund, Germany)
(4) Bijan Paul (Department of Computer Science and Engineering, University of Liberal Arts Bangladesh, Bangladesh)
(5) Khan Raqib Mahmud (Department of Computer Science and Engineering, University of Liberal Arts Bangladesh, Bangladesh)
10.31763/sitech.v4i1.1199 Views of Abstract: 1088 | PDF: 173
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22-39
Forging a learner-centric blended-learning framework via an adaptive content-based architecture
(1) Arnold Adimabua Ojugo (Department of Computer Science Federal University of Petroleum Resources Effurun, Nigeria)
(2) Christopher Chukwufunaya Odiakaose (Department of Computer Science, Dennis Osadebay University, Nigeria)
(3) Frances Uche Emordi (Department of CyberSecurity, Dennis Osadebay University, Nigeria)
(4) Patrick O. Ejeh (Department of Computer Science, Dennis Osadebay University, Nigeria)
(5) Winifred Adigwe (Department of Computer Science, University of Science and Technology, Nigeria)
(6) Kizito Eluemonor Anazia (Department of Information Technology, University of Science and Technology, Nigeria)
(7) Blessing Nwozor (Department of Computer Science, Federal University of Petroleum Resources, Nigeria)
10.31763/sitech.v4i1.1186 Views of Abstract: 588 | PDF: 159
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40-53
Optimizing CNN hyperparameters with genetic algorithms for face mask usage classification
(1) Awang Hendrianto Pratomo (Universitas Pembangunan Nasional Veteran Yogyakarta, Indonesia)
(2) Nur Heri Cahyana (Universitas Pembangunan Nasional Veteran Yogyakarta, Indonesia)
(3) Septi Nur Indrawati (Universitas Pembangunan Nasional Veteran Yogyakarta, Indonesia)
10.31763/sitech.v4i1.1182 Views of Abstract: 475 | PDF: 134
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54-64