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Prediksi Stok Tanaman Hidroponik dengan Artificial Intelligence: Ensemble Learning dengan Optimasi Evolusioner
Putu Bagus Adidyana Anugrah Putra
; Septian Geges
; Oktaviani Enjela Putri
; I Made Bayu Artha Pratama
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Hydroponic plant cultivation is booming, but stock and sales are hard to predict. Poor prediction can cause farmers to overstock and lose money. This study suggests a framework that uses several machine learning models, including Linear Regression (LR), Random Forest (RF), Decision Tree (DT), and Extreme Gradient Boosting. "Ensemble Learning," which combines these models, should yield more accurate and generalizable results than a single model. This framework is assessed using historical hydropo...
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Leveraging Variational Quantum-Classical Algorithms for Enhanced Lung Cancer Prediction
Journal of Computing Theories and Applications
Vol 2
, No 3
(2024)
This work explores the potential of PennyLane and variational quantum-classical algorithms (VQCA) to forecast lung cancer using a structured dataset. The VQCA model performs exceptionally well, with flawless training, validation, and test accuracies of 1.0, demonstrating its capacity to identify patterns in the dataset and provide reliable predictions successfully. Contrarily, the accuracy of the quantum neural network (QNN) and classical neural network (NN) models is lower, demonstrating the be...
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Kinerja Dinas Pertanian Tanaman Pangan dalam Program Penyaluran Pupuk Bersubsidi Tahun 2018 -2023: (Studi Kasus Petani Padi di Desa Seso Kabupaten Ngada)
DHARMA EKONOMI
Vol 31
, No 1
(2024)
This study aims to determine and evaluate the Performance of the Food Crops Agriculture Service in the 2018-2023 Subsidized Fertilizer Distribution Program (Case Study of Rice Farmers, in Seso Village, Ngada Regency). Using a qualitative descriptive approach with Atik Septi Winarsih's theory and Robbins' theory which highlights Responsiveness, Responsibility, Accountability, Punctuality, Work Commitment. The study involved 12 Informants.The results showed that in the subsidized fertilizer distri...
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The Effect of Gross Profit to Predict Operating Cash Flow at PT. Unilever Indonesia TBK
Anita Nisa Kambey
; Gebriany Pirade Wenur
; Michelle Eliza
; Prisca Patricia Liem
; Fricy O. Rumintjap
DHARMA EKONOMI
Vol 31
, No 2
(2024)
This study aims to analyze the effect of gross profit on the prediction of operating cash flow at PT. Unilever Indonesia. Gross profit is calculated as the difference between revenue and cost of goods sold, including cash and credit sales, indicating the potential cash inflows expected from customers in the future. The study uses a quantitative method with secondary data obtained from PT. Unilever Indonesia's official website. The results show gross profit significantly impacts the company's ope...
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Hubungan Posisi Menyusui dan Perawatan Payudara dengan Kejadian Bendungan ASI di Wilayah Kerja Puskesmas Sei Langkai Kota Batam
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
Breast milk dam is a swelling of the breast due to an increase in venous and lymph flow, causing breast milk dam. Data (SDKI) showed that 42% of mothers experienced breast milk dams. Breast milk dams are caused by discontinuous breastfeeding, the baby has not breastfed properly, improper breastfeeding position, wearing BH that is too tight, nipple abnormalities, absence of breast care before and after childbirth and lack of maternal knowledge about breast care. The aim is to determine the relati...
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Enhancing Digital Promotion Through Copywriting: Training Initiative for the Tourism Awareness Community in Jatiluwih Village, Bali
Utami, Ni Made Verayanti
; Putu Desi Anggerina Hikmaharyanti
; I Gusti Agung Sri Rwa Jayantini3
; Ni Nyoman Deni Ariyaningsih
; Gede Irwandika
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 8
, No 2
(2024)
This community service assesses the Tourism Awareness Community in Jatiluwih Village, Tabanan-Bali, focusing on their use of social media for digital promotion. The group utilizes Instagram and Facebook for this purpose. Challenges observed include ineffective promotional language and limited understanding of tourism marketing tools among community members. The intervention provided copywriting and SEO training, covering basics, English usage, persuasive language, and AI integration for content...
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Tingkat Pengetahuan Keluarga Pasien terhadap Lampu Indikator di Ruang Radiologi di RSU Kertha Usada Buleleng
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
Radiation protection is an action to reduce the impact of radiation arising from radiation exposure. Radiation sign lights are one of the requirements of x-ray aircraft facilities for radiation safety in hospitals intended for officers and the surrounding community in the radiology installation area. After the radiation indicator light is bright red and the door of the radiology examination room is closed, the patient's family is not allowed to enter so as not to be exposed to radiation or scatt...
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Pengaruh Terapi Slow Deep Breathing dengan Kombinasi Aromatherapy Mawar Terhadap Tekanan Darah pada Ibu Hamil dengan Hipertensi
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
A relaxation technique known as slow deep therapy is a non-pharmaceutical method for treating high blood pressure. The same matter goes for rose aromatherapy. The research attempts to relieve pregnant women’s hypertension using rose aromatherapy. This quasi-experimental research used a cross-sectional approach with one group pretest-posttest design. The respondents were 35 individuals taken with a total sampling technique. The results showed that 31 respondents (88.6%) were aged between 20 and 3...
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Pengaruh Prenatal Yoga Terhadap Tekanan Darah Pada Ibu Hamil Dan Denyut Janin di RST Dr Asmir Salatiga
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
Pregnancy is a physiological process and can be pathologically risky if there are changes in blood pressure and DJJ. Therefore, to maintain stable blood pressure or DJJ, prenatal yoga is needed. The purpose of this study was to determine the effect of prenatal yoga on blood pressure and DJJ. This research method is a quasi-experimental design using a one group pretest posttest design. Sampling of 50 respondents, using an observation sheet. The results of the study showed that the majority were a...
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The Relationship Of Family Support To The Self-Care Independence Of Children With Mental Retardation In SLB Negeri Subang
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
Mental retardation is an intellectual disorder that is generally characterized by mental abilities or intelligence that feels below average. Self-care is indispensable for children with disabilities who find it challenging to carry out activities. The purpose of this study is to analyze the relationship of family support to the independence of self-care for mentally disabled children in SLB Negeri Subang. This study is a type of quantitative correlation research design that uses cross-sectional...
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