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View article: The Impact of Color Space with Augmentation on ResNet-50-Based Corn Stalk Disease Classification
The Impact of Color Space with Augmentation on ResNet-50-Based Corn Stalk Disease Classification Open
View article: Class Weighting in Imbalanced Data for Leukocyte Classification using Fine-Tuning Inception-v3
Class Weighting in Imbalanced Data for Leukocyte Classification using Fine-Tuning Inception-v3 Open
View article: KLASIFIKASI PNEUMONIA DENGAN METODE CONVOLUTIONAL NEURAL NETWORK
KLASIFIKASI PNEUMONIA DENGAN METODE CONVOLUTIONAL NEURAL NETWORK Open
Pneumonia adalah infeksi akut pada paru-paru yang disebabkan oleh mikroorganisme seperti virus, bakteri, jamur, dan parasit. Penyakit ini dapat menyerang berbagai usia, terutama balita dan orang tua, namun, balita dan orang tua yang paling…
View article: Automated Detection of Knee Osteoarthritis Using CNN with Adaptive Moment Estimation
Automated Detection of Knee Osteoarthritis Using CNN with Adaptive Moment Estimation Open
View article: Optimization Energy Consumption Using Constrains Temperature and Fan Speed on Salt Dryer Machine Based on Taguchi L9 Statistics Model
Optimization Energy Consumption Using Constrains Temperature and Fan Speed on Salt Dryer Machine Based on Taguchi L9 Statistics Model Open
View article: Enhancing dine-out decisions: The role of precautionary measures and digital marketing in mitigating perceived risk at small eateries in Bali's tourist hubs ,
Enhancing dine-out decisions: The role of precautionary measures and digital marketing in mitigating perceived risk at small eateries in Bali's tourist hubs , Open
Perceived risk is important in home-based restaurant businesses in tourist areas, especially in influencing tourists' views of risk when deciding to eat at a home-based restaurant. This perception of physical and psychological risks can in…
View article: Implementasi Penempatan Sentra Wisuta Kuliner Menggunakan Multidimensional Scalling : Studi Kasus di Kota Madya Surabaya
Implementasi Penempatan Sentra Wisuta Kuliner Menggunakan Multidimensional Scalling : Studi Kasus di Kota Madya Surabaya Open
Penempatan sentra wisata kuliner yang optimal sangat penting untuk meningkatkan daya tarik destinasi wisata dan mendukung pertumbuhan ekonomi lokal. Penelitian ini bertujuan untuk mengimplementasikan metode Multidimensional Scaling (MDS) d…
View article: Deep Learning Optimization of the EfficienNet Architecture for Classification of Tuberculosis Bacteria
Deep Learning Optimization of the EfficienNet Architecture for Classification of Tuberculosis Bacteria Open
View article: Classification of Salt Quality Based on the Content of Several Elements in the Salt Using Machine Learning
Classification of Salt Quality Based on the Content of Several Elements in the Salt Using Machine Learning Open
Salt is one of the commodities in Indonesia.Salt has a very strategic and sustainable role for human life.Apart from being used for daily consumption, salt is also used as a raw material for various industries Indonesia, as a country surro…
View article: Comparison of CNN Architectures for Mycobacterium Tuberculosis Classification in Sputum Images
Comparison of CNN Architectures for Mycobacterium Tuberculosis Classification in Sputum Images Open
Tuberculosis (TB) is a preventable and treatable infectious disease, but remains a serious problem in high-risk countries.Accurate early detection remains a challenge despite prevention efforts.The primary method of detecting tuberculosis …
View article: Salt Sales Prediction Using the Moving Average Method (A Case Study of Madura-Indonesia Salt)
Salt Sales Prediction Using the Moving Average Method (A Case Study of Madura-Indonesia Salt) Open
Forecasting is a term used to forecast or predict the business that we run to see the direction in the future which uses historical data as the main reference. An appropriate strategy is needed to manage the production of salt raw material…
View article: The Determination of A Place of Popular Tourism on The Island of Madura Using Weighted Product (WP)
The Determination of A Place of Popular Tourism on The Island of Madura Using Weighted Product (WP) Open
This research explored the diverse aspects of Madura Island, including its cultural, societal, and touristic facets. The primary focus was on developing a recommendation system to identify Madura's most popular tourist destinations. Utiliz…
View article: Classification of hypertension disease using Artificial Neural Network (ANN) backpropagation method case study in mitigating health risk: UPT Modopuro Mojokerto Health Center
Classification of hypertension disease using Artificial Neural Network (ANN) backpropagation method case study in mitigating health risk: UPT Modopuro Mojokerto Health Center Open
Hypertension is a disease caused by increased blood pressure above 140/90 mmHg and is often referred to as "the silent killer" because most sufferers do not realize that they have hypertension, and only realize when complications have occu…
View article: Multiclass classification of toddler nutritional status using support vector machine: A case study of community health centers in Bangkalan, Indonesia
Multiclass classification of toddler nutritional status using support vector machine: A case study of community health centers in Bangkalan, Indonesia Open
Monitoring child development is vital in Indonesia due to its large child population and varying socio-economic and geographical conditions. Malnutrition adversely affects children's growth and development, with ongoing challenges in remot…
View article: Classification of diabetes mellitus disease at Rato Ebuh Hospital-Indonesia using the K-Nearest neighbors method based on missing value
Classification of diabetes mellitus disease at Rato Ebuh Hospital-Indonesia using the K-Nearest neighbors method based on missing value Open
Diabetes mellitus is a chronic disease often caused by high blood glucose levels and insufficient insulin production. This research aims to address the classification problem of diabetes mellitus using the K-Nearest Neighbor (K-NN) method.…
View article: Penerapan Digitalisasi Data Umkm Berbasis Website Untuk Monitoring UMKM Di Desa Saroka
Penerapan Digitalisasi Data Umkm Berbasis Website Untuk Monitoring UMKM Di Desa Saroka Open
Potensi ekonomi lokal pedesaan dapat menjadi salah satu faktor pendukung pembangunan desa yang dapat dimanfaatkan oleh masyarakat untuk menciptakan nilai tambah. Salah satu cara yang dapat membangun ekonomi masayarakat pedesaan adalah deng…
View article: Evaluasi Keandalan Model Rekognisi Suara Burung Hama Menggunakan Platform Edge Impulse Pada Mikrokontroller Low Power
Evaluasi Keandalan Model Rekognisi Suara Burung Hama Menggunakan Platform Edge Impulse Pada Mikrokontroller Low Power Open
Penelitian ini mengekplorasi kemungkinan pemanfaatan teknologi edge machine learning dalam hal rekognisi suara-suara burung hama yang bisa diaplikasikan pada mikrokontroller ultra low power . Dalam paper ini dilakukan uji kehandalan dari t…
View article: Classification of Diseases on Corn Stalks using a Random Forest based on a Combination of the Feature Extraction (Local Binary Pattern and Color Histogram)
Classification of Diseases on Corn Stalks using a Random Forest based on a Combination of the Feature Extraction (Local Binary Pattern and Color Histogram) Open
Corn disease has a significant impact on both the food industry and the yield of corn crops since corn serves as a fundamental and essential source of nutrition, especially for vegetarians and vegans. Therefore, ensuring the quality of cor…
View article: An Automated System for Osteoarthritis Severity Scoring Using Residual Neural Networks
An Automated System for Osteoarthritis Severity Scoring Using Residual Neural Networks Open
Osteoarthritis (OA) is a chronic disease, characterized by progressive deterioration of cartilage tissue and consequent thinning of the cartilage layer within joints.This degradation leads to an increased likelihood of bone collision durin…
View article: Utilizing LSTM and K-NN for Anatomical Localization of Tuberculosis: A Solution for Incomplete Data
Utilizing LSTM and K-NN for Anatomical Localization of Tuberculosis: A Solution for Incomplete Data Open
Tuberculosis (TB) is a prevalent lung disease that significantly contributes to mortality rates, with an estimated 98,000 fatalities observed in Indonesia alone.TB can be classified into two categories based on its anatomical location: pul…
View article: Comparison of Support Vector Machine (SVM), K-Nearest Neighbor (K-NN), and Stochastic Gradient Descent (SGD) for Classifying Corn Leaf Disease based on Histogram of Oriented Gradients (HOG) Feature Extraction
Comparison of Support Vector Machine (SVM), K-Nearest Neighbor (K-NN), and Stochastic Gradient Descent (SGD) for Classifying Corn Leaf Disease based on Histogram of Oriented Gradients (HOG) Feature Extraction Open
Image classification involves categorizing an image's pixels into specific classes based on their unique characteristics. It has diverse applications in everyday life. One such application is the classification of diseases on corn leaves. …
View article: PENGARUH REDUKSI DIMENSI PADA CLUSTERING CITRA DAUN TOMAT MENGGUNAKAN DARKNET19 DAN K-MEANS
PENGARUH REDUKSI DIMENSI PADA CLUSTERING CITRA DAUN TOMAT MENGGUNAKAN DARKNET19 DAN K-MEANS Open
Image Clustering adalah pengelompokan citra dari kelas tanpa label sebelumnya. Pada penelitian ini menggunakan citra clustering dengan data daun tomato leaf panthogen sebanyak 900 citra yang terdiri dari 3 cluster yaitu Bacterial Spot, Yel…
View article: Convolutional Neural Network-Based Classification Model of Corn Leaf Disease
Convolutional Neural Network-Based Classification Model of Corn Leaf Disease Open
The decline in corn production can affect the continuity of food grown in society, especially in Indonesia, which is a country with a high level of corn consumers. Several factors cause a decrease in the production of corn plants, one of w…
View article: Predicting Medicine-Stocks by Using Multilayer Perceptron Backpropagation
Predicting Medicine-Stocks by Using Multilayer Perceptron Backpropagation Open
Artificial neural network has a lot of ability in controlling the error rate to formulate some of its functions as a supervised method. Medicine is one of the major needs for each patient, so that every hospital should know how much invent…
View article: Implementation of the Fuzzy Analytical Network Process Method in Decision Making on the Granting of Non-occupied Building Permits
Implementation of the Fuzzy Analytical Network Process Method in Decision Making on the Granting of Non-occupied Building Permits Open
Building Permit (BP) is one of the authorities that can be given by local governments to people who will construct buildings, both residential and non-residential buildings.The requirements for applying for BP for residential buildings are…
View article: Steganography on Color Images Using Least Significant Bit (LSB) Method
Steganography on Color Images Using Least Significant Bit (LSB) Method Open
In some fields, high data security is required for data transmission.This raises concerns about misuse of data to irresponsible parties.To protect it, efforts were made to hide factual information on top of other information, namely stegan…
View article: Comparing the Architecture of Convolutional Neural Network for Corn Leaves Diseases Image Classification
Comparing the Architecture of Convolutional Neural Network for Corn Leaves Diseases Image Classification Open
This article discusses the comparison of the Convolutional Neural Network (CNN) architecture for image classification of corn leaves diseases.This study uses public data on from Plantvillages.The data be contained in four classes: gray lea…
View article: Classification of Tobacco Leaf Quality Using Feature Extraction of Gray Level Co-occurrence Matrix (GLCM) and K-Nearest Neighbor (K-NN)
Classification of Tobacco Leaf Quality Using Feature Extraction of Gray Level Co-occurrence Matrix (GLCM) and K-Nearest Neighbor (K-NN) Open
Tobacco is one of the largest agricultural products and is widely traded in the world market, including in Indonesia.In Indonesia, tobacco leaves are used as raw material for cigarettes which are mostly produced by cigarette companies.The …
View article: Classification of Corn Diseases using Random Forest, Neural Network, and Naive Bayes Methods
Classification of Corn Diseases using Random Forest, Neural Network, and Naive Bayes Methods Open
Corn is one of the staple foods consumed by many people after rice plants, especially in Indonesia. High consumer demand requires corn production in large quantities to meet these needs. However, corn production is not always in large quan…
View article: Machine Learning and Deep Learning for Maize Leaf Disease Classification: A Review
Machine Learning and Deep Learning for Maize Leaf Disease Classification: A Review Open
Image classification of maize disease is an agriculture computer vision application. In general, the application of computer vision uses two methods: machine learning and deep learning. Implementations of machine learning classification ca…