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Menampilkan 1–5 dari 5 artikel
Android Malware Detection Using Machine Learning with SMOTE-Tomek Data Balancing
Masari, Maryam Sufiyanu
; Danladi, Maiauduga Abdullahi
; Onyinye, Ilori Loretta
; Tohomdet, Loreta Katok
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
This study presents a comprehensive comparative analysis of four traditional machine learning algorithms Decision Tree, Random Forest, K-Nearest Neighbors, and Support Vector Machine for Android malware detection using the preprocessed TUANDROMD dataset comprising 4,465 instances and 241 features representing both static and dynamic application characteristics. Motivated by the limitations of conventional signature-based and hybrid detection methods, especially in managing imbalanced datasets an...
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Pengaruh Brand Ambassador dan Kualitas Produk terhadap Keputusan Pembelian Produk Lemonilo
CiDEA Journal
Vol 3
, No 1
(2024)
Market competition makes companies must be able to innovate in order to compete with other companies. Brand Ambassadors who have a positive image and good product quality can attract consumers and increase the purchase decision of a product to be marketed. This research was conducted with the aim of finding out the influence of Brand Ambassador and product quality on purchasing decisions. The method used in this study is a quantitative research method using research aids in the form of a questio...
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Penerapan Pembelajaran Berbasis Masalah untuk Peningkatan Kemampuan Penalaran Matematis Siswa Kelas 8 SMP Al-Muhajirin Purwakarta
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 2
(2024)
This research was aimed at analyzing the enhancement of students' mathematical reasoning abilities through problem-based learning. The experimental design was pre-post control group design. The research population was all junior high school student of SMP Al-Muhajirin Purwakarta. The research sample was taken randomly, was the class VIII C students as the experimental group who participated in instruction with problem-based learning and the other class VIII D as control group who participated in...
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A GCC Artificial Food Additives Management based Mobile Application Development
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Artificial food additives pose significant health risks to Gulf Cooperation Council (GCC) citizens despite regional authorities' extensive medical, legislative, and technological efforts. Literature highlights the detrimental impacts of these additives, including malnutrition, digestive disorders, respiratory problems, skin issues, hives, nausea, diarrhea, shortness of breath, allergic reactions, high blood pressure, and tumors. The research project at hand aims at becoming the first official an...
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PENGABDIAN DONOR DARAH PADA MASYARAKAT DI MASA PANDEMI COVID-19
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 5
, No 2
(2021)
Blood is an important component of the human body, therefore the supply of blood at the Indonesian Red Cross must be maintained. In the era of the Covid-19 pandemic that hit Indonesia, the amount of blood supply at the Indonesian Red Cross decreased. Seeing this condition, lecturers and students from the Management Program of the Universitas Islam Batik Surakarta initiated blood donation activities to the community with the aim of providing education and socialization of the importance of blood...
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