Supervised Machine Learning for Estimation of Total Suspended Solids in Urban Watersheds

Exploring a Long Short-Term Memory based Encoder-Decoder Framework for Multi-Step-Ahead Flood Forecasting

(2020) I-Feng Kao et al.   JOURNAL OF HYDROLOGY

Explore the relationship between fish community and environmental factors by machine learning techniques

(2020) Jia-Hao Hu et al.   ENVIRONMENTAL RESEARCH

Comparison of the use of a physical-based model with data assimilation and machine learning methods for simulating soil water dynamics

(2020) Peijun Li et al.   JOURNAL OF HYDROLOGY

A stacked ensemble learning model for intrusion detection in wireless network

(2020) Hariharan Rajadurai et al.   NEURAL COMPUTING & APPLICATIONS

Smart data driven quality prediction for urban water source management

(2020) Di Wu et al.   Future Generation Computer Systems-The International Journal of eScience

Groundwater Storage Loss Associated With Land Subsidence in Western United States Mapped Using Machine Learning

(2020) R. G. Smith et al.   WATER RESOURCES RESEARCH

Advances in Hydrologic Forecasts and Water Resources Management

(2020) Fi-John Chang et al.   Water

Modeling and Optimization Approaches of Laser-Based Powder-Bed Fusion Process for Ti-6Al-4V Alloy

(2020) Behzad Fotovvati et al.   Coatings

Physics-Informed Data-Driven Models to Predict Surface Runoff Water Quantity and Quality in Agricultural Fields

(2019) Jing Liang et al.   Water

Evaluation of Regression Analysis and Neural Networks to Predict Total Suspended Solids in Water Bodies from Unmanned Aerial Vehicle Images

(2019) Tainá T. Guimarães et al.   Sustainability

Evaluation of random forest and regression tree methods for estimation of mass first flush ratio in urban catchments

(2019) Minhyuk Jeung et al.   JOURNAL OF HYDROLOGY

Optimum design of shallow foundation using evolutionary algorithms

(2019) Ali R. Kashani et al.   SOFT COMPUTING

Site-Scale Integrated Decision Support Tool (i-DSTss) for Stormwater Management

(2019) Shojaeizadeh et al.   Water

Efficient Water Quality Prediction Using Supervised Machine Learning

(2019) Umair Ahmed et al.   Water

Optimal Design of Stormwater Collection Networks Considering Hydraulic Performance and BMPs

(2018) Babak Azari et al.   International Journal of Environmental Research

Modeling Pollutant Buildup and Washoff Parameters for SWMM Based on Land Use in a Semiarid Urban Watershed

(2018) Min-Cheng Tu et al.   WATER AIR AND SOIL POLLUTION

Assessing the Runoff Reduction Potential of Highway Swales and WinSLAMM as a Predictive Tool

(2018) Bailee Young et al.   Sustainability

Blood pressure estimation from appropriate and inappropriate PPG signals using A whole-based method

(2018) Seyedeh Somayyeh Mousavi et al.   Biomedical Signal Processing and Control

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators

(2017) Francesco Granata et al.   Water

An Investigation of the Relationships between Rainfall Conditions and Pollutant Wash-Off from the Paved Road

(2017) Qingke Yuan et al.   Water

The effects of model and data complexity on predictions from species distributions models

(2016) David García-Callejas et al.   ECOLOGICAL MODELLING

Forecasting blast-induced ground vibration developing a CART model

(2016) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

Modelling the spatial and seasonal variability of water quality for entire river networks: Relationships with natural and anthropogenic factors

(2016) Mario Álvarez-Cabria et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Influence of Rainfall Characteristics on Total Suspended Solids in Urban Runoff: A Case Study in Beijing, China

(2016) Yongwei Gong et al.   Water

Comparing lazy and eager learning models for water level forecasting in river-reservoir basins of inundation regions

(2015) Chih-Chiang Wei   ENVIRONMENTAL MODELLING & SOFTWARE

MIKE 11 model-based water quality model as a tool for the evaluation of water quality management plans

(2015) J. Liang et al.   JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA

Determination effects of impervious areas on urban watershed

(2014) Burcu Şimşek Uygun et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Facial expression recognition based on a mlp neural network using constructive training algorithm

(2014) Hayet Boughrara et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Influence of land use and climate on the load of suspended solids in catchments of Andean rivers

(2013) J. Pizarro et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Application of artificial neural networks for water quality prediction

(2012) A. Najah et al.   NEURAL COMPUTING & APPLICATIONS

Intra-event variability of Escherichia coli and total suspended solids in urban stormwater runoff

(2012) D.T. McCarthy et al.   WATER RESEARCH

Evaluation of random forest method for agricultural crop classification

(2012) Asli Ozdarici Ok et al.   European Journal of Remote Sensing

QRS detection using K-Nearest Neighbor algorithm (KNN) and evaluation on standard ECG databases

(2012) Indu Saini et al.   Journal of Advanced Research

Uncertainty in the spatial prediction of soil texture

(2011) Mareike Ließ et al.   GEODERMA

Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP

(2011) E. M. Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Model for Predicting Effects of Land-Use Changes on the Canal-Mediated Discharge of Total Suspended Solids into Tidal Creeks and Estuaries

(2011) Jeffrey K. King et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

A hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

(2011) Shuangyin Liu et al.   MATHEMATICAL AND COMPUTER MODELLING

Artificial neural network modeling of the river water quality—A case study

(2009) Kunwar P. Singh et al.   ECOLOGICAL MODELLING

Interbasin Water Transfer: Economic Water Quality-Based Model

(2009) Mohammad Karamouz et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Suspended particle characteristics in storm runoff from urban impervious surfaces in Toowoomba, Australia

(2009) Ian M. Brodie et al.   Urban Water Journal

Prediction of urban stormwater quality using artificial neural networks

(2008) Daniel B. May et al.   ENVIRONMENTAL MODELLING & SOFTWARE