Klasifikasi Cuaca Provinsi Dki Jakarta Menggunakan Algoritma Random Forest Dengan Teknik Oversampling

IA Dahlan - Jurnal Teknoinfo, 2022 - ejurnal.teknokrat.ac.id
Saat ini Indonesia sering mengalami perubahan cuaca ekstrem yang menyebabkan banyak
bencana seperti banjir, kebakaran, longsor dan badai. Jenis cuaca bergantung dari banyak …

Explainable based approach for the air quality classification on the granular computing rule extraction technique

I Jairi, S Ben-Othman, L Canivet… - Engineering Applications of …, 2024 - Elsevier
Air pollution corresponds to one of the considerable challenges and disastrous sides of the
environment that causes severe damage to all its biodiversity, including humans. As a result …

Air quality classification in urban environment using machine learning approach

F Hamami, IA Dahlan - IOP Conference Series: Earth and …, 2022 - iopscience.iop.org
Air pollution comes from human activities that can threaten living things. It is affected by
gasses including PM 10, SO 2, CO, O 3, NO 2 and others. Air pollution leads to dangerous …

Air quality prediction based on air pollution emissions in the city environment using xgboost with smote

AA Nababan, M Zarlis… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Air pollution makes it worse in populated regions. Indonesia's major cities are also impacted
by air pollution. Due to rising traffic, material consumption by vehicles, industrial growth, land …

Air Quality Classification Using Extreme Gradient Boosting (XGBOOST) Algorithm

AM Sapari, AI Hadiana, FR Umbara - … : International Journal on …, 2023 - jurnal.unsil.ac.id
Air pollution is a serious issue caused by vehicle exhaust, industrial factories, and piles of
garbage. The impact is detrimental to human health and the environment. To quickly and …

Classification of Air Pollutant Index on Data with Outliers and Imbalance Class Problem

D Krisbiantoro, R Waluyo, U Hasanah, I Pratama… - … : International Journal on …, 2024 - joiv.org
The problem of air pollution has become a global issue that has received attention from
various countries. Jakarta, Indonesia's capital city, is unavoidable from the same problem …

Polkadot Cryptocurrency Close Price Prediction Using Machine Learning

EA Abdiwijaya, H Lucky - 2024 4th International Conference of …, 2024 - ieeexplore.ieee.org
Cryptocurrency investment can be highly profitable with high risk. Buyers need to be able to
predict the price to know when to buy at the lowest price and to sell at the highest price. The …

A Two-Stage Feature Selection Method to Enhance Prediction of Daily PM2. 5 Concentration Air Pollution: 10.32526/ennrj/22/20240049

SK Arafin, AZ Ul-Saufie, NAM Ghani… - … and Natural Resources …, 2024 - ph02.tci-thaijo.org
In recent decades, air pollution has negatively affected human health and the environment.
One of the important features contributing to air pollution is called PM 2.5. However, daily …

Portable Air Quality Monitoring System in ANN Using Combination Hidden Layer Hyperparameters

CU Purwanti, RW Sudibyo, ID Pratama… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The transportation and industrial sectors are growing rapidly, with positive and negative
consequences in the form of air pollution. According to the Global Alliance on Health and …