Point and interval prediction of the effective length of hot-rolled plates based on IBES-XGBoost

Prediction of Water Quality based on SVR by Fluorescence Excitation-Emission Matrix and UV-Vis Absorption Spectrum

(2022) Yuan Dai et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Prediction of axial compressive capacity of CFRP-confined concrete-filled steel tubular short columns based on XGBoost algorithm

(2022) Lu Ma et al.   ENGINEERING STRUCTURES

High-Temperature Deformation Constitutive Model of Zircaloy-4 Based on the Support Vector Regression Algorithm during Hot Rolling

(2022) Yuan Cao et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Temperature drift compensation of fiber strapdown inertial navigation system based on GSA-SVR

(2022) Shuai Zhao et al.   MEASUREMENT

Echo state network with logistic mapping and bias dropout for time series prediction

(2022) Heshan Wang et al.   NEUROCOMPUTING

An integrated model of rolling force for extra-thick plate by combining theoretical model and neural network model

(2022) Shun Hu Zhang et al.   Journal of Manufacturing Processes

Prediction and analysis of key parameters of head deformation of hot-rolled plates based on artificial neural networks

(2022) Zishuo Dong et al.   Journal of Manufacturing Processes

Mass flow prediction in a refrigeration machine using artificial neural networks

(2022) Vinícius David Fonseca et al.   APPLIED THERMAL ENGINEERING

Pressure calibration- and profile fitting-free spectroscopy technology based on deep neural network for gas sensing

(2022) Yichen Wang et al.   MEASUREMENT

Fault diagnosis using Interpolated Kernel Density Estimate

(2021) Anna Stief et al.   MEASUREMENT

An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir

(2021) Hai Tao et al.   INFORMATION SCIENCES

Camber Prediction Based on Fusion Method with Mechanism Model and Machine Learning in Plate Rolling

(2021) Jing Guo Ding et al.   ISIJ INTERNATIONAL

Integrated FFT and XGBoost framework to predict pavement skid resistance using automatic 3D texture measurement

(2021) You Zhan et al.   MEASUREMENT

A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems

(2021) Yingjun Ji et al.   INFORMATION SCIENCES

A Comparative Assessment of Six Machine Learning Models for Prediction of Bending Force in Hot Strip Rolling Process

(2020) Xu Li et al.   Metals

Modeling and optimization of coal blending and coking costs using coal petrography

(2020) Yan Yuan et al.   INFORMATION SCIENCES

Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoost

(2020) Chen Wang et al.   PATTERN RECOGNITION LETTERS

Multi-objective prediction intervals for wind power forecast based on deep neural networks

(2020) Min Zhou et al.   INFORMATION SCIENCES

Using recurrent neural networks with attention for detecting problematic slab shapes in steel rolling

(2019) Niclas Ståhl et al.   APPLIED MATHEMATICAL MODELLING

Novel meta-heuristic bald eagle search optimisation algorithm

(2019) H. A. Alsattar et al.   ARTIFICIAL INTELLIGENCE REVIEW

A New Data-driven Roll Force and Roll Torque Model Based on FEM and Hybrid PSO-ELM for Hot Strip Rolling

(2019) Zhenhua Wang et al.   ISIJ INTERNATIONAL

Prediction of edge profile of plate during hot cross rolling

(2018) Matruprasad Rout et al.   Journal of Manufacturing Processes

Prediction of bending force in the hot strip rolling process using artificial neural network and genetic algorithm (ANN-GA)

(2017) Zhen-Hua Wang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Finite element simulation of a cross rolling process

(2016) Matruprasad Rout et al.   Journal of Manufacturing Processes

Analysis and prediction of fishtail during V-H hot rolling process

(2015) Xu Li et al.   Journal of Central South University

Broadside Compensation Rolling Model for Plan View Pattern Control in Wide and Heavy Plate Rolling Process

(2014) Jin-hua RUAN et al.   JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL

Residual-based fault detection using soft computing techniques for condition monitoring at rolling mills

(2013) Francisco Serdio et al.   INFORMATION SCIENCES

3D FE modelling of plate shape during heavy plate rolling

(2013) J. H. Ruan et al.   IRONMAKING & STEELMAKING

Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances

(2011) A. Khosravi et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Precision Plate Plan View Pattern Predictive Model

(2011) Yang ZHAO et al.   JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL