Browse Items (20 total)
- Collection: VOL 8 NO 1 (2024)
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A Comparative Study of HTTP and MQTT for IoT Applications in Hydroponics
Hydroponics is basedon nutrients in water. It mustbe regularlymonitoredto prevent plant defects. The Internet of Things has become a solution for remote hydroponic monitoring and is currently being tested on the Yuan HidroponikKelompok Wanita Tani…
A Novel Framework for Information Security During the SDLC Implementation Stage: A Systematic Literature Review
This research delves into the critical aspects of information security during the implementationstage of the Software Development Life Cycle (SDLC). Usinga systematic review of the literature,the study synthesizes thefindings ofvarious…
Analysis and Development of Eight Deep Learning Architectures for the Classification of Mushrooms
One food item that is easy to find in nature is the mushroom. In terms of form and features, mushrooms are similar. Arranging mushrooms into groups so that poisonousand non-poisonous ones can be told apart is important. Real-time …
Anatomy Identification of Bamboo Stems with The Convolutional Neural Networks (CNN) Method
Bamboo is important to note that some species of bamboo are protected and considered endangered. However, distinguishing between traded and protected bamboo species or differentiating between bamboo species for various purposes is …
Cattle Weight Estimation Using Linear Regression and Random Forest Regressor
The global cattle farming industry has benefits as a food source, livelihood, economic contribution, land environmental restoration, and energy source. The importance of predicting cow weight for farmers is to monitor …
Comparison of Machine Learning Algorithms in Detecting Tea LeafDiseases
Tea is one of the top ten most exported products sent from Indonesia toforeign countries. However, in recent years, the amount of tea leaf exports from Indonesia has decreased, even though the export value impacts the country’s economic structure.…
Convolutional Neural Networks for Classification Motives and the Effect of Image Dimensions
Although Indonesian batik patterns vary by location, they usually depict local customs and cultures. Each batik has a unique quality and,to correctlyidentify the batik designs, you need to understand the design patterns. However,many…
Data Mining Techniques for Predictive Classification of Anemia DiseaseSubtypes
Anemia, characterizedby insufficient red blood cells or reduced hemoglobin,hinders oxygen transport in the body. Understanding thevarioustypes of anemiais vital to tailor effective prevention and treatment. This research explores data…
Development of an Early Warning System Using Social Media for Flood Disaster
his research paper introduces an innovative prototype system that utilizes IoT technologies for monitoring floodwater levels. The integration of an ultrasonic sensor, ESP8266 microcontroller, Arduino IDE, and the ThingSpeak platform aims to establish…
Image Preprocessing Approaches Toward Better Learning Performance with CNN
Convolutional neural networks(CNNs) are at the forefront of computer vision, relying heavily on the quality of input data determined by the preprocessing method. An excessivepreprocessing approach will result in poor learning…