A Deep CNN-LSTM Model for Particulate Matter (PM2.5) Forecasting in Smart Cities

Development of Easily Accessible Electricity Consumption Model Using Open Data and GA-SVR

(2018) Seunghyeon Wang et al.   Energies

Solar Radiation Estimation Algorithm and Field Verification in Taiwan

(2018) Ping-Huan Kuo et al.   Energies

Identification of Pancreatic Injury in Patients with Elevated Amylase or Lipase Level Using a Decision Tree Classifier: A Cross-Sectional Retrospective Analysis in a Level I Trauma Center

(2018) Cheng-Shyuan Rau et al.   International Journal of Environmental Research and Public Health

Sustainability Evaluation of Power Grid Construction Projects Using Improved TOPSIS and Least Square Support Vector Machine with Modified Fly Optimization Algorithm

(2018) Dongxiao Niu et al.   Sustainability

Investigation of Pear Drying Performance by Different Methods and Regression of Convective Heat Transfer Coefficient with Support Vector Machine

(2018) Mehmet Das et al.   Applied Sciences-Basel

De-Anonymizing Social Networks With Random Forest Classifier

(2018) Jiangtao Ma et al.   IEEE Access

Class Weights Random Forest Algorithm for Processing Class Imbalanced Medical Data

(2018) Min Zhu et al.   IEEE Access

Long short-term memory neural network for air pollutant concentration predictions: Method development and evaluation

(2017) Xiang Li et al.   ENVIRONMENTAL POLLUTION

Adaptive Sampling for Urban Air Quality through Participatory Sensing

(2017) Yuanyuan Zeng et al.   SENSORS

Fine Particle Sensor Based on Multi-Angle Light Scattering and Data Fusion

(2017) et al.   SENSORS

An Optical-Fiber-Based Airborne Particle Sensor

(2017) et al.   SENSORS

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Prediction of Mortality in Patients with Isolated Traumatic Subarachnoid Hemorrhage Using a Decision Tree Classifier: A Retrospective Analysis Based on a Trauma Registry System

(2017) Cheng-Shyuan Rau et al.   International Journal of Environmental Research and Public Health

Research and Application of an Air Quality Early Warning System Based on a Modified Least Squares Support Vector Machine and a Cloud Model

(2017) Jianzhou Wang et al.   International Journal of Environmental Research and Public Health

The Short-Term Power Load Forecasting Based on Sperm Whale Algorithm and Wavelet Least Square Support Vector Machine with DWT-IR for Feature Selection

(2017) Jin-peng Liu et al.   Sustainability

Analyzing Land Cover Change and Urban Growth Trajectories of the Mega-Urban Region of Dhaka Using Remotely Sensed Data and an Ensemble Classifier

(2017) Mohammad Hassan et al.   Sustainability

Short-Term Multiple Forecasting of Electric Energy Loads for Sustainable Demand Planning in Smart Grids for Smart Homes

(2017) Adeshina Y. Alani et al.   Sustainability

Random Forest Prediction of IPO Underpricing

(2017) David Quintana et al.   Applied Sciences-Basel

Improved Gender Recognition during Stepping Activity for Rehab Application Using the Combinatorial Fusion Approach of EMG and HRV

(2017) Nor Rosli et al.   Applied Sciences-Basel

An Open Framework for Participatory PM2.5 Monitoring in Smart Cities

(2017) Ling-Jyh Chen et al.   IEEE Access

A Permutation Importance-Based Feature Selection Method for Short-Term Electricity Load Forecasting Using Random Forest

(2016) Nantian Huang et al.   Energies

Power Quality Disturbances Feature Selection and Recognition Using Optimal Multi-Resolution Fast S-Transform and CART Algorithm

(2016) Nantian Huang et al.   Energies

Deep learning architecture for air quality predictions

(2016) Xiang Li et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Semantic Framework of Internet of Things for Smart Cities: Case Studies

(2016) Ningyu Zhang et al.   SENSORS

Artificial neural networks forecasting of PM 2.5 pollution using air mass trajectory based geographic model and wavelet transformation

(2015) Xiao Feng et al.   ATMOSPHERIC ENVIRONMENT

Using wavelet–feedforward neural networks to improve air pollution forecasting in urban environments

(2015) Daniel Dunea et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

City as a major source area of fine particulate (PM2.5) in China

(2015) Lijian Han et al.   ENVIRONMENTAL POLLUTION

PM2.5and mortality in 207 US cities

(2015) Marianthi-Anna Kioumourtzoglou et al.   EPIDEMIOLOGY

Software-defined internet of things for smart urban sensing

(2015) Jiaqiang Liu et al.   IEEE COMMUNICATIONS MAGAZINE

Electrochemical Impedance Sensors for Monitoring Trace Amounts of NO3 in Selected Growing Media

(2015) Seyed Ghaffari et al.   SENSORS

PM2.5: global progress in controlling the motor vehicle contribution

(2014) Michael Patrick Walsh   Frontiers of Environmental Science & Engineering

Estimation of Citywide Air Pollution in Beijing

(2013) Jin-Feng Wang et al.   PLoS One

Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions

(2012) Alekh Agarwal et al.   ANNALS OF STATISTICS

Experimental investigation of submicron and ultrafine soot particle removal by tree leaves

(2011) Hee-Jae Hwang et al.   ATMOSPHERIC ENVIRONMENT

Evaluation of real-time PM2.5forecasts and process analysis for PM2.5formation over the eastern United States using the Eta-CMAQ forecast model during the 2004 ICARTT study

(2008) Shaocai Yu et al.   JOURNAL OF GEOPHYSICAL RESEARCH