A Soft Sensing Scheme of Gas Utilization Ratio Prediction for Blast Furnace Via Improved Extreme Learning Machine

The chaotic characteristic of the carbon-monoxide utilization ratio in the blast furnace

(2017) Dengfeng Xiao et al.   ISA TRANSACTIONS

Backpropagation for Fully Connected Cascade Networks

(2017) Yiping Cheng   NEURAL PROCESSING LETTERS

Multivariate Chaotic Time Series Prediction Based on ELM–PLSR and Hybrid Variable Selection Algorithm

(2017) Min Han et al.   NEURAL PROCESSING LETTERS

Stochastic Support Vector Machine for Classifying and Regression of Random Variables

(2017) Maryam Abaszade et al.   NEURAL PROCESSING LETTERS

Class-specific cost regulation extreme learning machine for imbalanced classification

(2017) Wendong Xiao et al.   NEUROCOMPUTING

Device-Free Localization via an Extreme Learning Machine with Parameterized Geometrical Feature Extraction

(2017) Jie Zhang et al.   SENSORS

A Novel Online Sequential Extreme Learning Machine for Gas Utilization Ratio Prediction in Blast Furnaces

(2017) Yanjiao Li et al.   SENSORS

Selected an Stacking ELMs for Time Series Prediction

(2016) Zhongchen Ma et al.   NEURAL PROCESSING LETTERS

An adaptive ensemble of on-line Extreme Learning Machines with variable forgetting factor for dynamic system prediction

(2016) Symone G. Soares et al.   NEUROCOMPUTING

Low Carbon Operation of Super-Large Blast Furnaces in China

(2015) Zheng-jian Liu et al.   ISIJ INTERNATIONAL

Intelligent Multivariable Modeling of Blast Furnace Molten Iron Quality Based on Dynamic AGA-ANN and PCA

(2015) Meng YUAN et al.   JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL

Landmark recognition with sparse representation classification and extreme learning machine

(2015) Jiuwen Cao et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Architecture Selection of ELM Networks Based on Sensitivity of Hidden Nodes

(2015) Junhai Zhai et al.   NEURAL PROCESSING LETTERS

A Fast and Precise Indoor Localization Algorithm Based on an Online Sequential Extreme Learning Machine

(2015) Han Zou et al.   SENSORS

Stacked Extreme Learning Machines

(2015) Hongming Zhou et al.   IEEE Transactions on Cybernetics

A Truly Online Learning Algorithm using Hybrid Fuzzy ARTMAP and Online Extreme Learning Machine for Pattern Classification

(2014) Shen Yuong Wong et al.   NEURAL PROCESSING LETTERS

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels

(2014) Guang-Bin Huang   Cognitive Computation

Semi-Supervised and Unsupervised Extreme Learning Machines

(2014) Gao Huang et al.   IEEE Transactions on Cybernetics

Hybrid Forecasting Model for Very-Short Term Wind Power Forecasting Based on Grey Relational Analysis and Wind Speed Distribution Features

(2014) Jie Shi et al.   IEEE Transactions on Smart Grid

Constructing Multiple Kernel Learning Framework for Blast Furnace Automation

(2012) Ling Jian et al.   IEEE Transactions on Automation Science and Engineering

Binary Coding SVMs for the Multiclass Problem of Blast Furnace System

(2012) Ling Jian et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Self-Adaptive Evolutionary Extreme Learning Machine

(2012) Jiuwen Cao et al.   NEURAL PROCESSING LETTERS

Nonlinear optimization of steel production using traditional and novel blast furnace operation strategies

(2011) Hannu Helle et al.   CHEMICAL ENGINEERING SCIENCE

Extreme Learning Machine for Regression and Multiclass Classification

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

Data-driven predictive control for blast furnace ironmaking process

(2010) Jiu-sun Zeng et al.   COMPUTERS & CHEMICAL ENGINEERING

Predicting software project effort: A grey relational analysis based method

(2010) Qinbao Song et al.   EXPERT SYSTEMS WITH APPLICATIONS

Numerical Modeling of Reaction and Flow Characteristics in a Blast Furnace with Consideration of Layered Burden

(2010) Kwangheok Yang et al.   ISIJ INTERNATIONAL

Error Minimized Extreme Learning Machine With Growth of Hidden Nodes and Incremental Learning

(2009) Guorui Feng et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

OP-ELM: Optimally Pruned Extreme Learning Machine

(2009) Yoan Miche et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

The use of grey relational analysis in solving multiple attribute decision-making problems

(2008) Yiyo Kuo et al.   COMPUTERS & INDUSTRIAL ENGINEERING