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Course Selection Pattern Analysis Using Apriori Algorithm
Syifa Nurani Rahmayanti
; Mustikasari, Metty
Jurnal Ilmiah Teknik (JUIT)
Vol 4
, No 3
(2025)
This research discusses Association Rules as one of the data mining functions implemented using the Apriori Algorithm. The Institute for Computerization Development (LePKom) is a unit at Gunadarma University that organizes courses and workshops. The course and workshop participants are Gunadarma University students from the following undergraduate and diploma programs: Bachelor of Information Systems (S1-SI), Bachelor of Computer Systems (S1-SK), Diploma in Information Management (D3-MI), Diplom...
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Identification of Bacterial Pneumonia on Chest X-Ray Images Using InceptionV3 Feature Extraction and K-Nearest Neighbor (K-NN)
Hutapea, Octaviani
; Syifa Nurani Rahmayanti
Jurnal Ilmiah Teknik (JUIT)
Vol 4
, No 3
(2025)
Bacterial pneumonia is a type of respiratory tract infection that can lead to serious complications if not promptly detected and properly treated. This study develops a bacterial pneumonia identification model using chest X-ray images by combining the InceptionV3 feature extraction method with the K-Nearest Neighbor (K-NN) classification algorithm. The process begins with image preprocessing to enhance visual quality, followed by feature extraction using InceptionV3 to capture texture and shape...
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