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Menampilkan 4621–4630 dari 14847 artikel
Improving the Accuracy of House Price Prediction using Catboost Regression with Random Search Hyperparameter Tuning: A Comparative Analysis
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
Achieving a significant improvement over traditional models, this study presents a novel approach to house price prediction through the integration of Catboost Regression and Random Search Hyperparameter Tuning. By applying these advanced machine learning techniques to the King County Dataset, we conducted a thorough regression analysis and predictive modeling that resulted in a marked increase in accuracy. The baseline model, a conventional linear regression, provided a foundation for compariso...
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6 Sitasi
Implementation of DenseNet121 Architecture for Waste Type Classification
Advance Sustainable Science, Engineering and Technology (ASSET)
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 (ASSET)
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
Synthesis and Characterization Materials Modern (CMC-Fe3O4-Chitosan-TiO2) As Portable Adsorbent Toxic Metal (Hg) and Dye Substance (Rh B)
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 6
, No 3
(2024)
The synthesis of the portable adsorbent material CMC-Fe3O4-Chitosan-TiO2 begins by inserting the CMC-Chitosan mixture into the leaching solution. Next, concentrated NaOH and 3% CaCl2 were added, then decanted and dried at room temperature. After that, the composite was coated with TiO2 and then dried in an oven at a temperature below 100 oC. The success of the synthesis was indicated by the presence of specific absorption in FT-IR. 3429 cm-1 hydroxyl group, 2926 cm-1 for the CH/CH3 group, 1631 c...
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2 Sitasi
Kegiatan Pemeriksaan Hemoglobin dalam Rangka Skrining Anemia pada Populasi Usia Produktif
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 3
(2024)
Anaemia is a common medical condition characterised by a lack of red blood cells or a decrease in haemoglobin levels below normal, which is important for the distribution of oxygen in the body. This disorder has a significant impact on global health, especially in the elderly, pregnant women, and individuals with chronic diseases. Anaemia in women of reproductive age poses a severe health challenge, causing more than 115,000 maternal deaths each year. This activity uses the PDCA (Plan-Do-Check-A...
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Studi Korelasi Pengetahuan Kesehatan Gigi dan Mulut dengan Kejadian Periodontal pada Masyarakat
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 5
, No 1
(2024)
Latar Belakang: Kesehatan mulut dan gigi dapat menyebabkan dampak negatif terhadap perkembangan dan kualitas hidup. Kebersihan mulut dan gigi menyebabkan terjadinya kalkulus dan peradangan pada gusi sehingga menyebabkan penyakit Periodontal. Keberhasilan menjaga kesehatan gigi dan mulut dapat tergantung pada pengetahuan masyarakat sekitar. Tujuan penelitian: untuk mengetahui hubungan pengetahuan tentang kesehatan gigi dan mulut dengan kejadin Periodontal di desa jatigembol kecamatan kedunggala...
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Dampak Penggunaan Media Berbasis Android terhadap Self-efficacy Ibu dalam Merawat Neonatus
ASJN (Aisyiyah Surakarta Journal of Nursing)
Vol 5
, No 1
(2024)
Latar belakang: Bayi baru lahir (neonatus) sangat rentan terhadap penyakit. Kualitas perawatan yang baik, terutama dari ibu, sangat penting. Salah satu cara meningkatkan kualitas perawatan adalah dengan meningkatkan kepercayaan diri ibu dalam merawat bayinya (self-efficacy). Pendidikan yang tepat, terutama melalui media yang mudah diakses seperti smartphone, dapat membantu meningkatkan kepercayaan diri ibu. Tujuan: untuk mengevaluasi dampak penggunaan media berbasis android terhadap self-efficac...
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1 Sitasi
Kegiatan Deteksi Dini Pemeriksaan Komposisi Tubuh pada Populasi Usia Produktif
Jurnal Suara Pengabdian 45
Vol 3
, No 3
(2024)
Body composition refers to the distribution of fat, muscle, bone, and other tissues in the human body, which is often expressed as a percentage of total body weight consisting of fat mass and lean body mass. Obesity, characterized by excess fat in adipose tissue, poses a significant health risk and is increasing in countries with low and medium mortality rates, especially in metropolitan areas. Factors contributing to this include genetics, a lack of physical activity, socioeconomic status, unhe...
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Content-Based Filtering pada Sistem Rekomendasi Buku Informatika
Jurnal Ilmiah Sinus
Vol 22
, No 2
(2024)
There are changes taking place in Indonesia's educational system, particularly in universities. The learning approach used in the transformation program is student-centered. A firm foundation in literacy is required for the application of this learning. A library is one of the amenities that students require. The library is an ideal resource for pupils to enhance their critical thinking skills. It's not always simple to find books in the library, though. Students could find it challenging to loc...
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Membangun Brand Awareness Melalui Strategi Digital Marketing Di Kala Hotel Semarang
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
In general, the development of a company is certainly inseparable from the Human Resources (HR) within it. There is a lot of history of a company being able to achieve extraordinary rapid development due to the professionalism of HR which is very well managed. This community service aims to 1) Increase knowledge and understanding of effective digital marketing strategies for HR at Kala Hotel Semarang. 2) Improve Kala Hotel Semarang's ability to manage digital platforms such as social media, webs...
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