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A Web-Based for Demak Batik Classification Using VGG16 Convolutional Neural Network
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 4
(2024)
The diversity of Demak batik motifs presents challenges in classification and identification. This research aims to develop a Demak batik motif classification system using deep learning and VGG16 convolutional network. A dataset of Demak batik images is collected and processed to train the model. The VGG16 architecture is modified by fine-tuning to optimize the classification performance. Results show that the modified VGG16 model achieved a classification accuracy of 98.72% on the test dataset,...
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3 Sitasi
Classification of Corn Leaf Disease Using Convolutional Neural Network
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 4
(2024)
Corn is a crop that plays a major role in food supply worldwide. Known as a cereal crop with high economic value, corn is one of the most important raw materials in the agricultural industry in many parts of the world. Leaf blight is characterized by small spots that gradually enlarge and turn brown. It is a decay of foliage caused by the fungus or species Rhizoctonia solani. Leaf spot is caused by the fungus Hel-minthoporium maydis, while stem rot is caused by Fusarium granearum. From these pro...
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3 Sitasi
EFEKTIVITAS PENGGUNAAN MEDIA E-BOOKLET TERHADAP PENINGKATAN PENGETAHUAN CIRI-CIRI PUBERTAS PADA REMAJA
Utaminingtyas, Farida
; Mufidaturrosida, Ana
; Maria, Atik
; Agustina, Citra Elly
; Wahyuni, Iin
; Sasanti, Serafina Damar
Jurnal Ilmiah Kesehatan Ar-Rum
Vol 9
, No 1
(2024)
Pubertas merupakan salah satu fase penting dalam kehidupan remaja. Salah satu permasalahan utama pada remaja pubertas adalah ketidaktahuan yang harus dilakukan terhadap perubahan yang dialaminya. Pemberian penyuluhan kesehatan menggunakan media E-Booklet merupakan cara yang dapat dilakukan untuk mengatasi masalah tersebut. Tujuan penelitian ini, untuk menganalisis efektivitas penggunaan media E-Booklet terhadap peningkatan pengetahuan ciri-ciri pubertas pada remaja di Dusun Karangbalong, Desa Be...
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Implementation of DenseNet121 Architecture for Waste Type Classification
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 3
(2024)
The growing waste management problem in many parts of the world requires innovative solutions to ensure efficiency in sorting and recycling. One of the main challenges is accurate waste classification, which is often hampered by the variability in visual characteristics between waste types. As a solution, this research develops an image-based litter classification model using Deep Learning DenseNet architecture. The model is designed to address the need for automated waste sorting by classifying...
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6 Sitasi
Classification of Movie Recommendation on Netflix Using Random Forest Algorithm
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 3
(2024)
Netflix is one of the most popular streaming platforms in this world. So many movies and shows with various genres and production countries are available on this platform. Netflix has their own recommendation systems for the subscribers according to their data and algorithm. This research aims to compare two methods of data classifications using Decision Tree and Random Forest algorithm and make a recommendation system based on Netflix dataset. This paper use feature importance to selecting rele...
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4 Sitasi
The AirNav Semarang Employee Presence System Using Face Recognition Based on Haar Cascade
Advance Sustainable Science, Engineering and Technology
Vol 6
, No 3
(2024)
The presence of employees is a key factor in supporting the needs of the workplace. At present, the employee presence system at PT. AirNav Indonesia Semarang Branch still uses fingerprint and RFID-based employee ID cards for authentication. This RFID-based system can increase employee fraud by allowing employees to misuse each other's ID cards. To avoid such fraud, a system needs to be built and it will be using face recognition technology as the primary authentication method, with the Haar Casc...
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1 Sitasi
Implementation of the Promethee Algorithm to Improve Data Accuracy in a Scholarship Selection Information System
Jurnal Ilmiah Sinus
Vol 22
, No 2
(2024)
The scholarship selection process at X University has traditionally relied on manual methods, primarily focusing on the highest GPA, which often leads to financial constraints and potential biases. This research aims to address these issues by improving the selection process for scholarship admissions using the Promethee method. By introducing new criteria such as residence status, parental education, employment status, income, home ownership, number of dependents, and life score, the study seek...
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Pengaruh Promosi Kesehatan Terhadap Pengetahuan Remaja Tentang Kesehatan Reproduksi: Literature Review
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
Maternal health issues refer to reproductive health issues, including comprehensive information and education on sex, contraception, access to legal and safe abortion, sexually transmitted diseases, and HIV/AIDS diagnosis. The high MMR and low understanding of reproductive health are indicators of the government's weakness in protecting and implementing the reproductive health rights of citizens. This study aims to find out how the influence of health promotion on adolescents' knowledge about re...
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ANALISIS PENDAPATAN DAN TINGKAT KESEJATERAAN RUMAH TANGGA PETANI KELAPA SAWIT DI DESA SUMBER BAKTI KABUPATEN NAGAN RAYA
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 8
, No 1
(2024)
Tujuan penelitian untuk menganalisis pendapatan usahatani kelapa sawit, menganalisis kontribusi pendapatan dan tingkat kesejahteraan rumah tangga petani kelapa sawit. Untuk menganalisis hal ini, peneliti menggunakan metode survei dengan membagikan kuisioner dan wawancara langsung kepada 56 petani di Desa Sumber Bakti, Kecamatan Darul Makmur, Kabupaten Nagan Raya. Data-data tersebut kemudian dianalisis menggunakan metode deskriptif kuantitatif untuk mendapatkan gambaran tentang kondisi ekonomi&nb...
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K-Means Analysis on Grouping Regency / City in Papua Province Based on Human Development Index in 2023
Journal of Applied Statistics and Data Mining
Vol 5
, No 1
(2024)
Indeks Pembangunan Manusia merupakan indeks untuk mengukur perkembangan dan pembangunan manusia yang dikur berdasarkan aspek kesehatan, pendidikan, dan kemampuan ekonomi. Penelitian ini bertujuan mengidentifikasi kelompok kabupaten/kota di Provinsi Papua berdasarkan kemiripan Indeks Pembangunan Manusia (IPM) menggunakan metode clustering K- Means. K-Means juga tidak terpengaruh terhadap urutan objek yang digunakan, hal ini dibuktikan ketika peneliti mencoba menentukan secara acak titik awal pusa...
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