COMPARATIVE ANALYSIS OF DATA MINING ALGORITHMS FOR HUMIDITY PREDICTION

Predicting humidity is critical in weather forecasting, agriculture, and HVAC systems. This study looks into the many methods used for humidity prediction, which range from basic statistical models to cutting-edge machine learning techniques. We go over their benefits and downsides, as well as methods for enhancing forecast accuracy and data processing. Finally, the research looks at future trends, such as hybrid models, which mix different approaches to better forecasting.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-11
DOI
https://doi.org/10.5281/zenodo.15193130
Primary Topic
Air Quality Monitoring and Forecasting
Type
article
Field-Weighted Citation Impact
0.00
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article

COMPARATIVE ANALYSIS OF DATA MINING ALGORITHMS FOR HUMIDITY PREDICTION

Zenodo (CERN European Organization for Nuclear Research)
Air Quality Monitoring and Forecasting
article

COMPARATIVE ANALYSIS OF DATA MINING ALGORITHMS FOR HUMIDITY PREDICTION

article en

Abstract

Predicting humidity is critical in weather forecasting, agriculture, and HVAC systems. This study looks into the many methods used for humidity prediction, which range from basic statistical models to cutting-edge machine learning techniques. We go over their benefits and downsides, as well as methods for enhancing forecast accuracy and data processing. Finally, the research looks at future trends, such as hybrid models, which mix different approaches to better forecasting.

Zenodo (CERN European Organization for Nuclear Research)
Zero hunger
Openalex Percentile: Top 58%
Air Quality Monitoring and Forecasting
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COMPARATIVE ANALYSIS OF DATA MINING ALGORITHMS FOR HUMIDITY PREDICTION · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS