The development of digital technology has increased online purchases, changed consumption patterns, and created a need for accurate sales predictions for strategic decision-making. However, prediction accuracy is often hindered by multicollinearity issues among numeric features and the risk of overfitting in convention...
Ayu Amelia Pertiwi, S. Nasution, Arnita et al.· Jurnal Teknologi Informasi d...· 0 citations
In the era of digitalization, data has become a crucial asset in strategic decision-making within the banking sector. Financial institutions face challenges in understanding customer preferences and behavior more personally when conducting product promotion campaigns. This research aims to analyze and uncover the influ...
Aldo Bonifasius Simbolon, Dean Siregar, Sybil Auzi et al.· Jurnal Teknologi Informasi d...· 0 citations
The combination of physiological multisensor data with an optimized Random Forest regression model, supported by technical testing, fast system response, stable sensor signals, and high usability, looks very promising for the simultaneous estimation of glucose and cholesterol levels without touching the person and for...
A. Arnita, Hermawan Syahputra, Faridawaty Marpaung et al.· Scientific Journal of Inform...· 0 citations
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