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A Quantum Circuit Learning-based Investigation: A Case Study in Iris Benchmark Dataset Binary Classification
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
This study presents a Quantum Machine Learning (QML) architecture for perfectly classifying the Iris flower dataset. The research addresses improving classification accuracy using quantum models in machine-learning tasks. The objective is to demonstrate the effectiveness of QML approaches, specifically the Variational Quantum Circuit (VQC), Quantum Neural Network (QNN), and Quantum Support Vector Machine (QSVM), in achieving high performance on the Iris dataset. The proposed methods result in pe...
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Digitalisasi Ekonomi Kota Medan: Peran E-Commerce dan Startup Lokal dalam Meningkatkan Pertumbuhan Ekonomi
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 1
(2024)
Economic digitalization has become a key driver of growth in various regions, including Medan City. The development of e-commerce and local startups plays a vital role in this economic transformation by enhancing market access, accelerating product distribution, and creating new job opportunities. E-commerce allows business owners to reach a broader consumer base, while local startups foster innovations tailored to the needs of Medan's society. This paper aims to analyze the role of e-commerce a...
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Pengaruh Model Pembelajaran Project Based Learning terhadap Kemampuan Menulis Cerita Rakyat Kelas V SD Negeri O6 Ladang Padi
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2024)
This study aims to describe the effect of the Project Based Learning model on the ability to write folk tales among fifth-grade elementary school students. The method used is a quasi-experimental design with a nonequivalent control group design. The subjects of this study were fifth-grade students of SD Negeri 06 Ladang Padi. The sample consisted of two classes: class VA as the experimental group and class VB as the control group. The experimental class implemented the Project Based Learning mod...
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Analisis Pengisian Baterai Aki Kendaraan Listrik Menggunakan Sumber Daya dari Panel Surya dan PLN
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Electric vehicles use a power source from electrical energy to be converted into kinetic energy. The electrical energy source is stored in the battery. The battery charging process can be done using power sources from Solar Panels and PLN. Based on the analysis of the measurement results, it can be concluded that (1) recharging the battery using Solar Panels from minimum to maximum conditions takes 4 hours 38 minutes, and (2) recharging the battery using PLN from minimum to maximum conditions ta...
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Penerapan Algoritma Klasifikasi Naïve Bayes Untuk Analisis Sentimen Tentang Pemilu 2024
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
The news about the proposal of the government of the Republic of Indonesia regarding the postponement of the 2024 elections is certainly an interesting discussion. In this research, sentiment analysis will be carried out on the issue of postponing the election. In this study, a dataset obtained using the crawling technique was obtained in the amount of 1280 tweet data about the postponement of the 2024 election. Data labeling in this study uses lexicon-based techniques with Indonesian dictionari...
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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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Pemodelan Tingkat Kualitas Ekonomi Negara-Negara Asia dengan Metode GLM Menggunakan Sebaran Poisson dan Sebaran Binomial Negatif
Triwahyu, Mohamad
; Sitanggang, Rivilyo Mangolat Rizky
; Alqossam, Muhammad 'Izzudin
; Purnama, Rizki Candra
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 4
(2024)
Abstrak. Kualitas ekonomi di negara-negara Asia dipengaruhi oleh berbagai faktor sosial, keamanan, dan lingkungan yang kompleks. Penelitian ini menggunakan Generalized Linear Models (GLM), yaitu regresi Poisson dan Binomial Negatif, untuk menganalisis hubungan antara variabel-variabel seperti Governance, Social Capital, Safety and Security, Living Conditions, Education, dan Natural Environment terhadap tingkat kualitas ekonomi. Hasil analisis menunjukkan bahwa model Poisson menghadapi keterbatas...
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Peran Pemerintah dan Strategi Penguatan Ekonomi Kerakyatan dalam Pemberdayaan UMKM Go Digital di Purwokerto
Pratama, Bagus Hendra Stia
; Maghfiroh, Siti
; Sifa, Abdan
; Rohmah, Kuni Naela
; Ridwan, Muhammad
; Sofiah, Ulfatus
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 4
(2024)
This article discusses the role of the government and strategies for strengthening the people's economy in empowering Micro, Small, and Medium Enterprises (MSMEs) in Purwokerto, particularly in the context of digitalization. MSMEs play a significant role in the local and national economy but face various challenges that affect their competitiveness. The Banyumas Regency government actively supports digital transformation through training and programs that enhance the digital skills of MSME actor...
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Pemanfaatan Sosial media marketing Dalam membangun UMKM HR-TEA
Pasha, Alif
; Lestari, Destianti
; Napitu, Benward Yehezkiel
; Amanda, Dhea
; Khatami, Abang Azzidan
; Habib Agil Munawar
; Anjas Pratama
; Tiara Fitari
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 4
(2024)
This research discusses the utilization of social media as a marketing strategy to increase brand awareness and competitiveness of MSMEs (Micro, Small and Medium Enterprises), with a case study of HR-TEA in Pangkalpinang. A descriptive qualitative approach was used through interviews, observations, and the implementation of digital marketing strategies, such as Instagram account creation and Google Maps registration, to expand market reach and increase interaction with customers. The results sho...
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Prinsip Dan Kode Etik Dalam Bisnis
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 4
(2024)
Abstract. The research investigates the principles and ethical codes in business, highlighting their critical role in today's competitive environment. As businesses face increasing pressure to balance financial success with ethical conduct, the study aims to define these concepts, explore their scope, and identify key ethical principles while examining their implementation in Islamic banking. Employing a qualitative methodology, the research analyzes literature and case studies to underst...
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