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Menampilkan 1–10 dari 21 artikel
Klasifikasi Jenis Bunga Menggunakan Algoritma Convolutional Neural Network (CNN)
Ade Irgi Firdaus
; Ade Irgi Firdaus
; Dwi Okta Djoas
; Riefaldi Diofano Saputra
; Indry Anggraeny
; Hilda Apriliya Ningsih
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
This research aims to develop a multiclass flower image classification system using the Convolutional Neural Network (CNN) algorithm with the EfficientNet architecture. The main problem addressed is the difficulty of manual identification of flower species that share high visual similarity. The research stages include collecting 17,299 flower images across 19 classes, performing data preprocessing such as image resizing, pixel normalization, and augmentation, followed by model training using the...
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Nilai Edukatif dan Kearifan Lokal dalam Puisi Lampung untuk Pembentukan Karakter Peserta Didik SD
Andi Widiono
; Muhamad Alfarisi
; Ade Gunawan
; Adya Rosa Prasasti
; Fikriana Fikriana
; Titin Sarwendah
; Lutfi Guntur Eka Putra
; Aminuddin Maharani Abdullah
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
Learning Indonesian language and literature in elementary schools plays an important role in shaping students' character through the integration of literary works based on local culture. Lampung poetry as a representation of local wisdom contains educational values, such as religiosity, respect for parents, polite language, mutual cooperation, and environmental awareness. This study aims to describe the educational values and local wisdom in Lampung poetry and their relevance to the character...
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ANALISIS KEBUTUHAN AIR BERSIH PAMSIMAS “SENDANG LUMINTU” DESA SENDANGKULON KECAMATAN KANGKUNG KABUPATEN KENDAL MENGGUNAKAN EPANET 2.0
Journal of Civil Engineering and Technology Sciences
Vol 4
, No 1
(2025)
Air bersih merupakan kebutuhan pokok yang sangat penting bagi kehidupan manusia. Seiring dengan pertambahan dan perkembangan penduduk kebutuhan akan air bersih juga semakin meningkat, untuk itu perlu dilakukan analisis terhadap sistem jaringan perpipaan eksisting. Penelitian ini dilakukan dengan bantuan Pamsimas Sendang Lumintu Desa Sendangkulon Kecamatan Kangkung yang bertujuan untuk mengetahui kondisi eksisting sistem jaringan perpipaan Pamsimas Sendang Lumintu untuk tahun 2024 , mengetahui be...
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Function and Effectiveness of Knife Sharpness for Food Preparation
An International Journal Tourism and Community Review
Vol 2
, No 2
(2025)
Knife, knife is an important tool for cooks and even head chefs. There are various types and materials of knives, each knife has the same function but with different effectiveness for cutting certain ingredients. For example, 'Chef knife' This chef knife is most commonly used in the f&b world or at home, the second is 'Cleaver' cleaver or often called machete is most often used in China, and if in Indonesia it is most often used to cut poultry, and to chop various meats, the third is 'Bread...
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Integrating Hybrid Statistical and Unsupervised LSTM-Guided Feature Extraction for Breast Cancer Detection
Setiadi, De Rosal Ignatius Moses
; Ojugo, Arnold Adimabua
; Pribadi, Octara
; Kartikadarma , Etika
; Setyoko, Bimo Haryo
; Widiono, Suyud
; Robet, Robet
; Aghaunor, Tabitha Chukwudi
; Ugbotu, Eferhire Valentine
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Breast cancer is the most prevalent cancer among women worldwide, requiring early and accurate diagnosis to reduce mortality. This study proposes a hybrid classification pipeline that integrates Hybrid Statistical Feature Selection (HSFS) with unsupervised LSTM-guided feature extraction for breast cancer detection using the Wisconsin Diagnostic Breast Cancer (WDBC) dataset. Initially, 20 features were selected using HSFS based on Mutual Information, Chi-square, and Pearson Correlation. To addres...
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A Comparative Analysis of an Enhanced Hybrid Model for Predicting Dollar Against Naira Exchange Rate Using Deep Learning and Statistical Methods
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
In today’s global economy, accurately predicting foreign exchange rates or estimating their trends correctly is crucial for informed investment decisions. Despite the success of standalone models like ARIMA and deep learning models like LSTM, challenges persist in capturing both linear and nonlinear dynamics in highly volatile exchange rate environments. Motivated by the limitations of these individual models and the need for more robust forecasting tools, this study proposes a hybrid ARIMA-LSTM...
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Analysis of the Potential of Mossak Batak as a Tourist Attraction in Toba Regency
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
Mossak Batak Toba is a traditional martial art originating from the Batak Toba ethnic group in North Sumatra, passed down through generations. Characterized by swift, agile, and powerful movements, Mossak is not only a physical discipline but also embodies spiritual values such as courage, discipline, and loyalty. This study aims to identify and analyze the potential of Mossak Batak as a tourist attraction in Toba Regency from cultural, economic, and social perspectives, and to formulate strateg...
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Human Action Recognition in Military Obstacle Crossing Using HOG and Region-Based Descriptors
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
Human action recognition involves recognizing and classifying actions performed by humans. It has many applications, including sports, healthcare, and surveillance. Challenges such as a limited number of classes of activities and variations within inter and intra-class groups lead to high misclassification rates in some of the intelligent systems developed. Existing studies focused mainly on using public datasets with little focus on real-life action datasets, with limited research on HAR for mi...
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Community Empowerment Strategy in Tourism Village Development : Study on Batu Majang Village, Long Bagun District, Mahakam Ulu Regency
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
This study aims to describe and analyze: Community Empowerment Strategies in Batu Majang, Long Bagun District, Mahakam Hulu Regency, East Kalimantan and Inhibiting and Supporting Factors Affecting Empowerment in Tourism Village Development. The research is qualitative descriptive analysis The data analysis technique uses a technique developed by McNabb (2002), namely Grouping the data according to key constructs, identifying bases for interpretation, developing generalizations from the data, tes...
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Pengaruh Penggunaan dan Implementasi Teknologi Digital terhadap Perubahan Hubungan Sosial Masyarakat 4.0
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 2
(2024)
The Industrial Revolution 4.0 era has brought significant changes in various aspects of life, including social relations in society. Digital technologies such as social media, the internet of things (IoT), and artificial intelligence (AI) have become an integral part of human interaction. This article aims to analyze the influence of the use and implementation of digital technology on the pattern of social relations in society. This study uses a qualitative method with an in-depth literature app...
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