Mutual Information Input Selector and Probabilistic Machine Learning Utilisation for Air Pollution Proxies

A Predictive Model for Steady State Ozone Concentration at an Urban-Coastal Site

(2019) Mansour Alghamdi et al.   International Journal of Environmental Research and Public Health

High Accuracy and Miniature 2-D Wind Sensor for Boundary Layer Meteorological Observation

(2019) Yichen Pan et al.   SENSORS

Boosting a Weather Monitoring System in Low Income Economies Using Open and Non-Conventional Systems: Data Quality Analysis

(2019) Daniele Strigaro et al.   SENSORS

Association Between Long-term Exposure to Ambient Air Pollution and Change in Quantitatively Assessed Emphysema and Lung Function

(2019) Meng Wang et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Artificial neural network model for ozone concentration estimation and Monte Carlo analysis

(2018) Meng Gao et al.   ATMOSPHERIC ENVIRONMENT

Neural Models for Imputation of Missing Ozone Data in Air-Quality Datasets

(2018) Ángel Arroyo et al.   COMPLEXITY

Use of networks of low cost air quality sensors to quantify air quality in urban settings

(2018) Olalekan A.M. Popoola et al.   ATMOSPHERIC ENVIRONMENT

CO2-equivalent emissions from European passenger vehicles in the years 1995–2015 based on real-world use: Assessing the climate benefit of the European “diesel boom”

(2018) Eckard Helmers et al.   ATMOSPHERIC ENVIRONMENT

The spatial variation of O3, NO, NO2 and NO x and the relation between them in two Swedish cities

(2017) Annika Hagenbjörk et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Developing an early-warning system for air quality prediction and assessment of cities in China

(2017) Jianzhou Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification

(2017) Idit Diamant et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Evaluation of low-cost electro-chemical sensors for environmental monitoring of ozone, nitrogen dioxide, and carbon monoxide

(2017) Nima Afshar-Mohajer et al.   JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE

Variational Inference: A Review for Statisticians

(2017) David M. Blei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Functional association prediction by community profiling

(2017) Dazhi Jiao et al.   METHODS

End-user perspective of low-cost sensors for outdoor air pollution monitoring

(2017) Aakash C. Rai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessing the Utility of Low-Cost Particulate Matter Sensors over a 12-Week Period in the Cuyama Valley of California

(2017) Anondo Mukherjee et al.   SENSORS

Wireless Distributed Environmental Sensor Networks for Air Pollution Measurement—The Promise and the Current Reality

(2017) David Broday et al.   SENSORS

Field calibration of a cluster of low-cost commercially available sensors for air quality monitoring. Part B: NO, CO and CO 2

(2017) Laurent Spinelle et al.   SENSORS AND ACTUATORS B-CHEMICAL

Mixture of Clustered Bayesian Neural Networks for Modeling Friction Processes at the Nanoscale

(2016) Martha A. Zaidan et al.   Journal of Chemical Theory and Computation

Gas turbine engine prognostics using Bayesian hierarchical models: A variational approach

(2016) Martha A. Zaidan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

The world's biggest gamble

(2016) Johan Rockström et al.   Earths Future

Imputation of missing data in time series for air pollutants

(2015) W.L. Junger et al.   ATMOSPHERIC ENVIRONMENT

The rise of low-cost sensing for managing air pollution in cities

(2015) Prashant Kumar et al.   ENVIRONMENT INTERNATIONAL

Bayesian Hierarchical Models for aerospace gas turbine engine prognostics

(2015) Martha A. Zaidan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Probabilistic machine learning and artificial intelligence

(2015) Zoubin Ghahramani   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Field calibration of a cluster of low-cost available sensors for air quality monitoring. Part A: Ozone and nitrogen dioxide

(2015) Laurent Spinelle et al.   SENSORS AND ACTUATORS B-CHEMICAL

Air Pollution in China: Mapping of Concentrations and Sources

(2015) Robert A. Rohde et al.   PLoS One

Particulate Matter and Number Concentrations of Particles Larger than 0.25 μm in the Urban Atmosphere of Jeddah, Saudi Arabia

(2014) Tareq Hussein et al.   Aerosol and Air Quality Research

Temporal variations of O3 and NOx in the urban background atmosphere of the coastal city Jeddah, Saudi Arabia

(2014) M.A. Alghamdi et al.   ATMOSPHERIC ENVIRONMENT

Prediction of ozone concentration in tropospheric levels using artificial neural networks and support vector machine at Rio de Janeiro, Brazil

(2014) A.S. Luna et al.   ATMOSPHERIC ENVIRONMENT

Seasonal and diurnal variations of BTEX and their potential for ozone formation in the urban background atmosphere of the coastal city Jeddah, Saudi Arabia

(2014) M. A. Alghamdi et al.   Air Quality Atmosphere and Health

Impacts of Mixing Processes in Nocturnal Atmospheric Boundary Layer on Urban Ozone Concentrations

(2013) Petra M. Klein et al.   BOUNDARY-LAYER METEOROLOGY

Evaluation of a statistical forecast model for size-fractionated urban particle number concentrations using data from five European cities

(2013) Bjarke Mølgaard et al.   JOURNAL OF AEROSOL SCIENCE

Long-term analysis of NO, NO2 and O3 concentrations in North Rhine-Westphalia, Germany

(2012) Ani Melkonyan et al.   ATMOSPHERIC ENVIRONMENT

An integrated assessment tool to define effective air quality policies at regional scale

(2012) Claudio Carnevale et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Using the Generalised Additive Model to model the particle number count of ultrafine particles

(2011) S. Clifford et al.   ATMOSPHERIC ENVIRONMENT

Forecasting size-fractionated particle number concentrations in the urban atmosphere

(2011) Bjarke Mølgaard et al.   ATMOSPHERIC ENVIRONMENT

Prediction of hourly O3 concentrations using support vector regression algorithms

(2010) E.G. Ortiz-García et al.   ATMOSPHERIC ENVIRONMENT

Sparse episode identification in environmental datasets: The case of air quality assessment

(2010) Fani A. Tzima et al.   EXPERT SYSTEMS WITH APPLICATIONS

Differences between Weekday and Weekend Air Pollutant Levels in Atlanta; Baltimore; Chicago; Dallas–Fort Worth; Denver; Houston; New York; Phoenix; Washington, DC; and Surrounding Areas

(2008) Charles L. Blanchard et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION