Investigation of PM10 prediction utilizing data mining techniques: Analyze by topic
K Srijiranon, N Eiamkanitchat… - … : Data Mining and …, 2021 - Wiley Online Library
Abstract Coarse particulate matter (PM10), the inhalable particles with an aerodynamic
diameter smaller than 10 micrometers are one of the major air pollutions that affect human …
diameter smaller than 10 micrometers are one of the major air pollutions that affect human …
Neuro-fuzzy transformation with minimize entropy principle to create new features for particulate matter prediction
K Srijiranon, N Eiamkanitchat - Applied Sciences, 2021 - mdpi.com
Air pollution is a major global issue. In Thailand, this issue continues to increase every year,
similar to other countries, especially during the dry season in the northern region. In this …
similar to other countries, especially during the dry season in the northern region. In this …
Neuro-fuzzy Model with Neighborhood Component Analysis for Air Quality Prediction
K Srijiranon, N Eiamkanitchat - 2021 7th International …, 2021 - ieeexplore.ieee.org
The issue of air contamination influencing wellbeing is a worldwide issue. The development
of a health alarm system benefits not only the general public but also those requiring high …
of a health alarm system benefits not only the general public but also those requiring high …
LVQ Based Classification of Air Quality Using Data for Lockdown Period of COVID-19
The lockdown duration of COVID-19 gave rise to a significant betterment in AQI (Air Quality
Index) worldwide. In the present research paper, binary classification problem of the air …
Index) worldwide. In the present research paper, binary classification problem of the air …
Increasing Predictive Accuracy of Neuro-Fuzzy Using Quartiles to Initialize the Membership Function
K Chaisornying, N Eiamkanitchat - … of the 8th International Conference on …, 2020 - dl.acm.org
Neuro-Fuzzy is one of the techniques commonly used in classification as it has been proven
satisfactory in predicting results. The neuro-fuzzy system is divided into 3 layers: the first …
satisfactory in predicting results. The neuro-fuzzy system is divided into 3 layers: the first …