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Classifying Beta-Secretase 1 Inhibitor Activity for Alzheimer’s Drug Discovery with LightGBM
Journal of Computing Theories and Applications
Vol 1
, No 4
(2024)
This study explores the utilization of LightGBM, a gradient-boosting framework, to classify the inhibitory activity of beta-secretase 1 inhibitors, addressing the challenges of Alzheimer's disease drug discovery. The study aims to enhance classification performance by focusing on overcoming the limitations of traditional statistical models and conventional machine-learning techniques in handling complex molecular datasets. By sourcing a dataset of 7298 compounds from the ChEMBL database and calc...
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Faktor- Faktor Yang Mempengaruhi Kejadian Stunting Pada Balita Di Indonesia Tahun 2024
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Stunting caused by malnutrition during the growth and development process has a higher risk of illness and death in adulthood, so it can hamper motor skills and reduce the level of productivity and competitiveness of a nation (Rahmadhita, 2020). National nutritional status survey data (SSGI) in 2022, the prevalence of stunting was 21.6%. The target stunting rate in Indonesia is 14% in 2024 and the WHO standard target is below 20%, therefore how important it is to handle stunting in Indonesia. Th...
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PEMANFAATAN SUP SAYUR LIMA UNSUR UNTUK MENJAGA KESEHATAN KELUARGA IBU – IBU PKK SEKIP RT . 06 / RW .VIII KELURAHAN KADIPIRO KECAMATAN BANJARSARI SURAKARTA
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 1
, No 1
(2024)
Sekip Kadipiro is a developing area with various income structure, especialy ini RT 06/RW 08. The people in this district, Just like the common society nowadays, get used to consume food added by sintetic addition spicies in which not good for the health particularly can damage important internal body organ. Beside that, the habit to consume over amount of nutrition can be trigers to various illness. These things are actually can be prevented by food management with balance nutritions which can...
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PEMBUATAN DAN PEMANFAATAN PUPUK ORGANIK CAIR DI DESA WONOREJO KECAMATAN GONDANGREJO PROVINSI JAWA TENGAH
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 1
, No 1
(2024)
Pengabdian kepada masyarakat ini telah dilakasanakan pada hari Rabu, 30 Agustus 2017 di Desa Wonorejo Kec. Gondangrejo Kab Karanganyar Jawa tengah. Pengabdian masyarakat ini berjudul “Pembuatan dan pemanfaatan Pupuk Organik Cair†yang bertujuan untuk memberikan pemahaman dan ketrampilan melalui penyuluhan dan pelatihan serta aplikasi pembuatan pupuk organik cair serta pemanfaatannya di bidang pertanian khususnya tanaman buah dan bunga-bungaan juga memahami mengenai keunggulan atau kelebihan...
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INSTRUMEN SURVEY PEMETAAN POLITIK PEMILIHAN UMUM KEPALA DAERAH (PILKADA)
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 1
, No 1
(2024)
Pengabdian pada masyarakat ini dimaksudkan untuk mengatasi kelemahan data survey pemetaan politik. Tingkat akurasi data salah satunya disebabkan intrumen survey yang disusun kurang kredible. Aspek relibilitas dan validitas instrument belum melalui skrinning yang cukup. Secara khusus pengabdian ditujukan untuk memberikan pengetahuan, pemahaman, dan ketrampilan tehnis dalam hal (a) menentukan instrument survey yang dapat digunakan dalam survey pemetaan politik pemilihan umum kepala daerah; (b) men...
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IbM UNTUK PENINGKATAN PRODUKTIVITAS PENGRAJIN TIKAR DI DESA GONDANGREJO KARANGANYAR
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 1
, No 1
(2024)
The service was done in Ngaglik and Pancuran villages, Gondangrejo, Karanganyar, Central Java. These areas have the potential to produce mats with semi traditional method. Most of the villagers are the mats’ weavers and worker of the weavers. The village has a potential in developing the craft of mats. The main problem from the craftsmen are the management, the production process is less than optimal, no efficiency in production process and the management of the marketing. In this service, man...
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Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Rice plays a vital role as the main food source for almost half of the global population, contributing more than 21% of the total calories humans need. Production predictions are important for determining import-export policies. This research proposes the XGBoost method to predict rice harvests globally using FAO and World Bank datasets. Feature analysis, removal of duplicate data, and parameter tuning were carried out to support the performance of the XGBoost method. The results showed excellen...
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Machine Learning and Cryptanalysis: An In-Depth Exploration of Current Practices and Future Potential
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
The rapidly evolving landscape of cryptanalysis necessitates an urgent and detailed exploration of the high-degree non-linear functions that govern the relationships between plaintext, key, and encrypted text. Historically, the complexity of these functions has posed formidable challenges to cryptanalysis. However, the advent of deep learning, supported by advanced computational resources, has revolutionized the potential for analyzing encrypted data in its raw form. This is a crucial developmen...
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HUBUNGAN EFIKASI DIRI DENGAN TINGKAT DEPRESI PADA LANSIA DENGAN PENDERITA STROKE DI RSI SULTAN AGUNG SEMARANG
Jurnal Fisioterapi dan Ilmu Kesehatan Sisthana (JUFDIKES)
Vol 6
, No 1
(2024)
Penyakit Stroke merupakan penyakit serebrovaskuler ditunjukkan dengan kerusakan fungsional dan struktural yang bersifat sementara maupun permanen akibat kurangnya aliran darah ke otak. Depresi merupakan penyakit yang melibatkan tubuh, suasana hati dan pikiran, depresi pada penyakit kronis yang telah dikaitkan dengan kurangnya kepatuhan dalam program pengobatan, kecenderungan bunuh diri dan tingkat kelangsungan hidup. Tujuan dari penelitian ini adalah untuk mengetahui hubungan efikasi diri dengan...
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1 Sitasi
Perkembangan Moral Anak Awal Dan Anak Akhir
Syafira Sahara Saleh
; Nurdina Hasanah
; Azizah Febryani Nasution
; Dayang Lidya Fitriah
; Sri Wahyuni
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 1
(2024)
The moral development of children in the early and late stages of their lives is a crucial process in shaping their character. In the early stage, children tend to rely on the influence of adults, such as parents and teachers, to understand the concepts of right and wrong. They often strictly follow rules and avoid moral violations. In contrast, in the later stage, the moral development of children becomes more complex. They start to develop a deeper understanding of morality based on the values...
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