Spatial Modeling of Asthma-Prone Areas Using Remote Sensing and Ensemble Machine Learning Algorithms

Changes in the concentration of air pollutants before and after the COVID-19 blockade period and their correlation with vegetation coverage

(2021) Manguo Zhou et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Asthma-prone areas modeling using a machine learning model

(2021) Seyed Vahid Razavi-Termeh et al.   Scientific Reports

Effects of air pollution in Spatio-temporal modeling of asthma-prone areas using a machine learning model

(2021) Seyed Vahid Razavi-Termeh et al.   ENVIRONMENTAL RESEARCH

Land Subsidence Susceptibility Mapping Using Persistent Scatterer SAR Interferometry Technique and Optimized Hybrid Machine Learning Algorithms

(2021) Babak Ranjgar et al.   Remote Sensing

Coronavirus disease vulnerability map using a geographic information system (GIS) from 16 April to 16 May 2020

(2021) Seyed Vahid Razavi-Termeh et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Spatio-temporal modeling of PM2.5 risk mapping using three machine learning algorithms

(2021) Seyedeh Zeinab Shogrkhodaei et al.   ENVIRONMENTAL POLLUTION

Bayesian geostatistical modelling of high-resolution NO2 exposure in Europe combining data from monitors, satellites and chemical transport models

(2020) Anton Beloconi et al.   ENVIRONMENT INTERNATIONAL

Hotspot detection and socio-ecological factor analysis of asthma hospitalization rate in Guangxi, China

(2020) Rui Ma et al.   ENVIRONMENTAL RESEARCH

Monitoring, analysis and spatial and temporal zoning of air pollution (carbon monoxide) using Sentinel-5 satellite data for health management in Iran, located in the Middle East

(2020) Vahid Safarianzengir et al.   Air Quality Atmosphere and Health

Coastal Wetland Mapping Using Ensemble Learning Algorithms: A Comparative Study of Bagging, Boosting and Stacking Techniques

(2020) Li Wen et al.   Remote Sensing

Ubiquitous GIS-Based Forest Fire Susceptibility Mapping Using Artificial Intelligence Methods

(2020) Seyed Vahid Razavi-Termeh et al.   Remote Sensing

Comparison of the suitability of plant species for greenbelt construction based on particulate matter capture capacity, air pollution tolerance index, and antioxidant system

(2020) Weiyuan Zhang et al.   ENVIRONMENTAL POLLUTION

Assessing and modelling vulnerability to dengue in the Mekong Delta of Vietnam by geospatial and time-series approaches

(2020) Nga T.T. Pham et al.   ENVIRONMENTAL RESEARCH

Análisis espacial de la morbilidad por asma en la ciudad de Morelia, México, para la década 2000-2010

(2020) Alain R. Rodríguez-Orozco et al.   Atencion Primaria

Improving groundwater potential mapping using metaheuristic approaches

(2020) Seyed Vahid Razavi-Termeh et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Asthma in farm children is more determined by genetic polymorphisms and in non‐farm children by environmental factors

(2020) Norbert Krautenbacher et al.   PEDIATRIC ALLERGY AND IMMUNOLOGY

Spatial modeling of accidents risk caused by driver drowsiness with data mining algorithms

(2020) Farbod Farhangi et al.   Geocarto International

Seasonality patterns and distinctive signature of latitude and population on ozone concentrations in Southern Ontario, Canada

(2020) Kinson H.Y. Leung et al.   ATMOSPHERIC ENVIRONMENT

Multi-stage fault diagnosis framework for rolling bearing based on OHF Elman AdaBoost-Bagging algorithm

(2020) Tangbin Xia et al.   NEUROCOMPUTING

Facteurs environnementaux favorisant le développement d’un asthme

(2019) Bénédicte Leynaert et al.   PRESSE MEDICALE

Socioeconomic and Environmental Risk Factors for Pediatric Asthma in an American Indian Community

(2019) BreAnna Kinghorn et al.   Academic Pediatrics

Exploring the effects of ventilation practices in mitigating in-vehicle exposure to traffic-related air pollutants in China

(2019) Zheming Tong et al.   ENVIRONMENT INTERNATIONAL

Proximity to Major Roadways and Asthma Symptoms in the School Inner-City Asthma Study

(2019) Marissa Hauptman et al.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

Climate and air-quality benefits of a realistic phase-out of fossil fuels

(2019) Drew Shindell et al.   NATURE

Allergic Rhinitis and OSA in Children Residing at a High Altitude

(2019) Luis Fernando Giraldo-Cadavid et al.   CHEST

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

(2019) Matheus Henrique Dal Molin Ribeiro et al.   APPLIED SOFT COMPUTING

An improved Stacking framework for stock index prediction by leveraging tree-based ensemble models and deep learning algorithms

(2019) Minqi Jiang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A hierarchical structure based on Stacking approach for skin lesion classification

(2019) Ghasem Shakourian Ghalejoogh et al.   EXPERT SYSTEMS WITH APPLICATIONS

An improved combination approach based on Adaboost algorithm for wind speed time series forecasting

(2018) Ling Xiao et al.   ENERGY CONVERSION AND MANAGEMENT

Vertical characteristics of VOCs in the lower troposphere over the North China Plain during pollution periods

(2018) Jie Sun et al.   ENVIRONMENTAL POLLUTION

Genotoxicity induced by metal oxide nanoparticles: a weight of evidence study and effect of particle surface and electronic properties

(2018) Azadi Golbamaki et al.   Nanotoxicology

UAV Multispectral Imagery Can Complement Satellite Data for Monitoring Forest Health

(2018) Jonathan Dash et al.   Remote Sensing

Air Pollution and Noncommunicable Diseases

(2018) Dean E. Schraufnagel et al.   CHEST

The Use of Geographic Data to Improve Asthma Care Delivery and Population Health

(2018) Margaret E. Samuels-Kalow et al.   CLINICS IN CHEST MEDICINE

Exploration of the spatial patterns and determinants of asthma prevalence and health services use in Ontario using a Bayesian approach

(2018) Alexandra M. Ouédraogo et al.   PLoS One

A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China

(2017) Haoyuan Hong et al.   GEOMORPHOLOGY

Environmental influence and countermeasures for high humidity flue gas discharging from power plants

(2017) Ma Shuangchen et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Polymorphisms and haplotypes of the chromosome locus 17q12-17q21.1 contribute to adult asthma susceptibility in Slovenian patients

(2016) Mateja Žavbi et al.   HUMAN IMMUNOLOGY

The global economic burden of asthma and chronic obstructive pulmonary disease

(2016) S. Ehteshami-Afshar et al.   INTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE

Temporal and Spatial Trends in Childhood Asthma-Related Hospitalizations in Belo Horizonte, Minas Gerais, Brazil and Their Association with Social Vulnerability

(2016) Cláudia Dias et al.   International Journal of Environmental Research and Public Health

Generating ensembles of heterogeneous classifiers using Stacked Generalization

(2015) M. Paz Sesmero et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Is asthma prevalence still increasing?

(2015) Bo Lundbäck et al.   Expert Review of Respiratory Medicine

A GIS Based Approach for Assessing the Association between Air Pollution and Asthma in New York State, USA

(2014) Amit Gorai et al.   International Journal of Environmental Research and Public Health

Automated mapping of vegetation trends with polynomials using NDVI imagery over the Sahel

(2013) Sadegh Jamali et al.   REMOTE SENSING OF ENVIRONMENT

GIS-Modeled Indicators of Traffic-Related Air Pollutants and Adverse Pulmonary Health Among Children in El Paso, Texas

(2012) E. R. Svendsen et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Effects of traffic signal coordination on noise and air pollutant emissions

(2012) B. De Coensel et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An analysis of asthma hospitalizations, air pollution, and weather conditions in Los Angeles County, California

(2012) Paul L. Delamater et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

High prevalence of childhood asthma in Northern Israel is linked to air pollution by particulate matter: evidence from GIS analysis and Bayesian Model Averaging

(2011) Boris A. Portnov et al.   INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH

Hypothesis-based weight of evidence: A tool for evaluating and communicating uncertainties and inconsistencies in the large body of evidence in proposing a carcinogenic mode of action—naphthalene as an example

(2010) Lorenz R. Rhomberg et al.   CRITICAL REVIEWS IN TOXICOLOGY

Effect of degree of urbanisation on age and sex-specific asthma prevalence in Swedish preschool children

(2009) Kristina Bröms et al.   BMC PUBLIC HEALTH

Troika – An improved stacking schema for classification tasks

(2009) Eitan Menahem et al.   INFORMATION SCIENCES

Effect of rain on removal of a gaseous pollutant and two different particulate matters from the atmosphere of a city

(2008) J.B. Shukla et al.   MATHEMATICAL AND COMPUTER MODELLING