Algorithms for pollutants forecasting

The impact of pollution on human health is very well known and affects more and more economic and social activities. Since the authorities do not always have the necessary equipment and trained personnel for pollution monitoring, we observed the need to develop algorithms for approximating different polluting values. This paper is a review of the main algorithmic approaches to estimate pollutant values. Most of the proposed approaches are based on machine learning, neural networks and decision trees.

Authors

Institutions

Publication Details

Journal
Annals of the ”Dunarea de Jos” University of Galati Fascicle II Mathematics Physics Theoretical Mechanics
Published
2024-09-16
DOI
https://doi.org/10.35219/ann-ugal-math-phys-mec.2024.1.05
Primary Topic
Statistical and Computational Modeling
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Algorithms for pollutants forecasting

Corina Dima
Annals of the ”Dunarea de Jos” University of Galati Fascicle II Mathematics Physics Theoretical Mechanics
Statistical and Computational Modeling
article

Algorithms for pollutants forecasting

Corina Dima
article en

Abstract

The impact of pollution on human health is very well known and affects more and more economic and social activities. Since the authorities do not always have the necessary equipment and trained personnel for pollution monitoring, we observed the need to develop algorithms for approximating different polluting values. This paper is a review of the main algorithmic approaches to estimate pollutant values. Most of the proposed approaches are based on machine learning, neural networks and decision trees.

Annals of the ”Dunarea de Jos” University of Galati Fascicle II Mathematics Physics Theoretical MechanicsVol. 47(1)
"Dunarea de Jos" University of Galati (RO)
Openalex Percentile: Top 81%
Statistical and Computational Modeling
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Algorithms for pollutants forecasting — Corina Dima · Annals of the ”Dunarea de Jos” University of Galati Fascicle II Mathematics Physics Theoretical Mechanics (2024) | TGRS Research Map | TGRS