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High-Performance Convolutional Neural Network Model to Identify COVID-19 in Medical Images
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Convolutional neural network (CNN) is a deep learning (DL) model that has significantly contributed to medical systems because it is very useful in digital image processing. However, CNN has several limitations, such as being prone to overfitting, not being properly trained if there is data duplication, and can cause unwanted results if there is an imbalance in the amount of data in each class. Data augmentation techniques are used to overcome overfitting, eliminate data duplication, and random...
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25 Sitasi
Comprehensive Analysis and Classification of Skin Diseases based on Image Texture Features using K-Nearest Neighbors Algorithm
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Skin is the largest organ in humans, it functions as the outermost protector of the organs inside. Therefore, the skin is often attacked by various diseases, especially cancer. Skin cancer is divided into two, namely benign and malignant. Malignant has the potential to spread and increase the risk of death. Skin cancer detection traditionally involves time-consuming laboratory tests to determine malignancy or benignity. Therefore, there is a demand for computer-assisted diagnosis through image a...
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25 Sitasi
Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest
Mustofa, Fachrul
; Safriandono, Achmad Nuruddin
; Muslikh, Ahmad Rofiqul
; Setiadi, De Rosal Ignatius Moses
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Diabetes Mellitus is a hazardous disease, and according to the World Health Organization (WHO), diabetes will be one of the main causes of death by 2030. One of the most popular diabetes datasets is PIMA Indians, and this dataset has been widely tested on various machine learning (ML) methods, even deep learning (DL). But on average, ML methods are not able to produce good accuracy. The quality of the dataset and features is the most influential thing in this case, so deeper investment is needed...
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36 Sitasi
Pelatihan Penjernihan Minyak Jelantah Pada Ibu PKK Desa Labuhan Sumbawa, Kec. Labuhan Badas, Kabupaten Sumbawa
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 2
, No 3
(2023)
Used cooking oil is oil that has decomposed fatty acids at certain limits so that it becomes unfit for use. Used cooking oil is obtained from the process of cooking or heating food using oil repeatedly and at high temperatures. The behavior that is often carried out by the community is that after being used repeatedly, the used cooking oil will be immediately dumped into the ground, ditches, pipelines or waters. This can result in environmental pollution in the form of death of aquatic biota, or...
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Pelatihan Aplikasi Canva Untuk Meningkatkan Kemampuan Desain Grafis Anggota Perhimpunan Human Resources Development Jawa Tengah
Huda, Nurul
; Istiawan, Deden
; Mahiruna, Adiyah
; Sulistijanti, Wellie
; Wijayaningrum, Taswati Nova
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 3
, No 2
(2023)
Penyajian informasi visual sangat penting dalam menyampaikan pesan secara efektif. Informasi visual memiliki kekuatan untuk menyampaikan ide, data, dan konsep secara cepat, menarik, dan mudah diingat. Informasi visual cenderung lebih mudah diingat daripada informasi dalam bentuk teks. Rasio pemrosesan visual dalam otak manusia jauh lebih tinggi, sehingga informasi visual dapat meninggalkan kesan yang lebih kuat dan tahan lama dalam ingatan. Canva adalah salah satu alat atau platform yang populer...
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Analisis Kinerja Keuangan Dengan Menggunakan Metode Value For Money Pada Badan Pengelola Keuangan Dan Aset Daerah Kabupaten Sikka
Populer: Jurnal Penelitian Mahasiswa
Vol 2
, No 3
(2023)
This study aims to determine and analyze financial performance using the value for money method of the Sikka Regency Regional Financial and Asset Management Agency. This type of research is descriptive quantitative. The data used is secondary data. Data collection techniques using literature and documentation. The data analysis used is quantitative analysis using the value for money method based on three elements, namely economy, efficiency and effectiveness. The results of the study show that t...
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Penerapan Terapi Aktivitas Kelompok (TAK) Terhadap Penurunan Tingkat Halusinasi Pendengaran Pada Pasien Skizofernia Di RSJD Dr. RM Soedjarwadi Klaten
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Background: Schizophrenia is a common health problem worldwide, around 70% of people suffering from schizophrenia experience auditory hallucinations. Auditory hallucinations are where patients feel that they can hear voices without a sound source. This situation causes the patient's inability to perceive reality accurately. One of the nursing interventions performed for auditory hallucinations is perceptual stimulation group activity therapy. Method: The method used in this application is descri...
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Influence Of Work Discipline And Work Motivation On Employee Productivity
Transformasi: Journal of Economics and Business Management
Vol 2
, No 3
(2023)
This study aims to analyze the factors of work discipline and work motivation factors that have an influence on employee productivity in the production unit of PT Ateja Grace Texindo. This study used descriptive analysis using Google Forms as a data collection method for 30 employee respondents at the production unit of PT Ateja Grace Texindo. The sampling method in this study used non-probability sampling. Then the data was processed and analyzed using the IBM SPSS Statistic 22 software applica...
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Analisis Produksi Pada Industri Pabrik Tahu Alami Di Lubuk Buaya
Transformasi: Journal of Economics and Business Management
Vol 2
, No 3
(2023)
Tofu is a characteristic of Indonesian food, so it is not uncommon for this tofu food to be found in Padang. Tofu is a food made from soybeans, and the process is still simple and limited to household scale. Suryanto (in Hartaty, 1994) states that what is meant by tofu is solid food printed from soymilk (Glycinespp) by a protein deposition process at its isoelectric point, without or with the addition of other permitted substances. The production process of tofu starts from washing, grinding, an...
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Analisis Pengaruh Jumlah Jam Orang (Man Hour) terhadap Tingkat Produktivitas Galangan Kapal di Surabaya
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 2
, No 3
(2023)
In a shipbuilding industry, fast and efficient time is needed in carrying out construction projects and ship repairs. This is because it has been mutually agreed between the two parties, both the owner of the ship (owner), and the shipyard regarding the time to work on the project. By racing on the processing time, the level of productivity is an important point that must be considered by the shipyard. There are many factors that can affect the level of productivity of a shipyard. One of the fac...
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