Particle Swarm Optimization Algorithm-Extreme Learning Machine (PSO-ELM) Model for Predicting Resilient Modulus of Stabilized Aggregate Bases

Analysis and Forecasting of the Carbon Price in China’s Regional Carbon Markets Based on Fast Ensemble Empirical Mode Decomposition, Phase Space Reconstruction, and an Improved Extreme Learning Machine

(2019) Wei Sun et al.   Energies

Extreme learning machine optimized by whale optimization algorithm using insulated gate bipolar transistor module aging degree evaluation

(2019) Ling-Ling Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting resilient modulus of recycled concrete and clay masonry blends for pavement applications using soft computing techniques

(2019) Mosbeh R. Kaloop et al.   Frontiers of Structural and Civil Engineering

Monitoring soil lead and zinc contents via combination of spectroscopy with extreme learning machine and other data mining methods

(2018) Vahid Khosravi et al.   GEODERMA

Performance Evaluation of Construction and Demolition Waste Materials for Pavement Construction in Egypt

(2018) A. M. Arisha et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

ELM based smile detection using Distance Vector

(2018) Dongshun Cui et al.   PATTERN RECOGNITION

An experimental investigation of three new hybrid wind speed forecasting models using multi-decomposing strategy and ELM algorithm

(2018) Hui Liu et al.   RENEWABLE ENERGY

Training an extreme learning machine by localized generalization error model

(2018) Hong Zhu et al.   SOFT COMPUTING

Application of Particle Swarm Optimization and Extreme Learning Machine Forecasting Models for Regional Groundwater Depth Using Nonlinear Prediction Models as Preprocessor

(2018) Dong Liu et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Self-compacting concrete strength prediction using surrogate models

(2017) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Feed-Forward Neural Network Prediction of the Mechanical Properties of Sandcrete Materials

(2017) Panagiotis Asteris et al.   SENSORS

Prediction of self-compacting concrete strength using artificial neural networks

(2016) P.G. Asteris et al.   European Journal of Environmental and Civil Engineering

Resilient modulus–moisture content relationships for pavement engineering applications

(2016) Khoury Naji   International Journal of Pavement Engineering

Predicting discharge coefficient of triangular labyrinth weir using extreme learning machine, artificial neural network and genetic programming

(2016) Hojat Karami et al.   NEURAL COMPUTING & APPLICATIONS

Artificial neural network modeling (ANN) for predicting rutting performance of nano-modified hot-mix asphalt mixtures containing steel slag aggregates

(2015) G.H. Shafabakhsh et al.   CONSTRUCTION AND BUILDING MATERIALS

Predicting the wind power density based upon extreme learning machine

(2015) Kasra Mohammadi et al.   ENERGY

An improved cuckoo search based extreme learning machine for medical data classification

(2015) P. Mohapatra et al.   Swarm and Evolutionary Computation

Prediction of subgrade resilient modulus using artificial neural network

(2014) Sung-Hee Kim et al.   KSCE Journal of Civil Engineering

Evaluating the use of neural networks and genetic algorithms for prediction of subgrade resilient modulus

(2012) Munir D. Nazzal et al.   International Journal of Pavement Engineering

Self-Adaptive Evolutionary Extreme Learning Machine

(2012) Jiuwen Cao et al.   NEURAL PROCESSING LETTERS

An improved evolutionary extreme learning machine based on particle swarm optimization

(2012) Fei Han et al.   NEUROCOMPUTING

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Support vector regression to predict the performance of stabilized aggregate bases subject to wet-dry cycles

(2011) Maher Maalouf et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Multi-dimensional particle swarm optimization in dynamic environments

(2010) Serkan Kiranyaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural Network Modeling of Resilient Modulus Using Routine Subgrade Soil Properties

(2010) Musharraf Zaman et al.   International Journal of Geomechanics