宋相满｜东北大学｜学者主页

2026

PFG-BCN: a novel framework for concentration prediction in industrial mixing process with acoustic emission analytics

Yimeng Min, Hanrui Zhang, Shuangshuang Chang, X S Guo, Xiangman Song

Chemical Engineering Science

DOI

2026

Multi-scale integrated learning with mechanism-data fusion for multi-objective optimization of sintering process: Production-energy consumption trade-off

Fuqing Wang, Xiangman Song, Kun Wang, Kunlun Li, Xianpeng Wang, Jiayi Chen

Journal of Cleaner Production

DOI

2025

EM-NAS: A Cell-Based Evolutionary Multi-scale Neural Architecture Search for Medical Image Segmentation

Hanyu Zhang, Lixin Tang, Xiangman Song

Genetic and Evolutionary Computation Conference Companion (GECCO Companion)

DOI

2025

Evolutionary semi-supervised regression for blast furnace stability prediction

Tenghui Hu, Xianpeng Wang, Xiangman Song, Xiaoling Zhang

Neurocomputing

DOI

2025

Dynamic multiobjective operation optimization of blast furnace ironmaking process

Yumeng Zhao, Xianpeng Wang, Xiangman Song

Advanced Engineering Informatics

DOI

2025

Multiobjective backbone network architecture search based on transfer learning in steel defect detection

Tianchen Zhao, Xianpeng Wang, Xiangman Song

Neurocomputing

DOI

2024

Adaptive lightweight convolutional neural architecture search for segmentation problem

Wei Wang, Xianpeng Wang, Xiangman Song

Engineering Optimization，Vol. 560, No. 7

DOI

2024

基于自适应多目标进化CNN的图像分割方法

王维，王显鹏，宋相满

《控制与决策》

DOI

2024

NSMD-NAS: Retinal Image Segmentation with Neural Architecture Search and Non-Subsampled Multiscale Decomposition

Hanyu Zhang, Lixin Tang, Xiangman Song, Te Xu

IEEE Congress on Evolutionary Computation (CEC)

DOI

2024

In-situ monitoring and characterization of the component analysis of steel at elevated temperature environment of a steel industry using stand-off LIBS

Xue Peng, Xiangman Song, Jianing Zhang

DOI

2024

Data-driven quasi-convex method for hit rate optimization of process product quality in digital twin

Yang Yang, Jian Wu, Xiangman Song, Derun Wu, Li-Jie Su, Lixin Tang

Journal of Industrial Information Integration

DOI

2024

Blast Furnace Thermal State Prediction Based on Multiobjective Evolutionary Ensemble Neural Networks

Tenghui Hu, Xianpeng Wang, Xiangman Song

Journal of Sustainable Metallurgy

DOI

2023

Crack detection of continuous casting slab by evolutionary topology backbone search

Tianchen Zhao, Xianpeng Wang, Xiangman Song, Chang Liu

Applied Soft Computing

DOI

2023

Decomposition Is All You Need: Single-Objective to Multi-Objective Optimization towards Artificial General Intelligence

Wendi Xu, Xianpeng Wang, Qingxin Guo, Xiangman Song, Ren Zhao, Guodong Zhao, Dakuo He, Te Xu, Ming Zhang, Yang Yang

Mathematics

DOI

2023

Maximal sparse convex surrogate-assisted evolutionary convolutional neural architecture search for image segmentation

Wei Wang, Xianpeng Wang, Xiangman Song

Complex & Intelligent Systems

DOI

2023

Evolutionary Process for Engineering Optimization in Manufacturing Applications: Fine Brushworks of Single-Objective to Multi-Objective/Many-Objective Optimization

Wendi Xu, Xianpeng Wang, Qingxin Guo, Xiangman Song, Ren Zhao, Guodong Zhao, Yang Yang, Te Xu, Dakuo He

Processes

DOI

2022

Evolutionary convolutional neural network for image classification based on multi-objective genetic programming with leader–follower mechanism

Qingqing Liu, Xianpeng Wang, Yao Wang, Xiangman Song

Complex & Intelligent Systems

DOI

2022

Gathering Strength, Gathering Storms: Knowledge Transfer via Selection for VRPTW

Wendi Xu, Xianpeng Wang, Qingxin Guo, Xiangman Song, Ren Zhao, Guodong Zhao, Yang Yang, Te Xu, Dakuo He

Mathematics

DOI

2021

铁水生产与运输过程中的质量数据解析与优化方法研究

宋相满

《东北大学》

2021

Prediction of Molten Iron Temperature in the Transportation Process of Torpedo Car

Xiangman Song, Ying Feng Meng, Chang Liu, Yang Yang, Dongying Song

ISIJ International

DOI

2020

An Estimation of Distribution Algorithm With Filtering and Learning

Lixin Tang, Xiangman Song, Jiyin Liu B, Chang Liu

IEEE Transactions on Automation Science and Engineering

DOI

2018

Multi-Scenario Regression Prediction on Temperature of Molten Iron in Transportation Based on Cyber-Physical Energy Systems

Yang Yang, Xiangman Song

Chinese Control Conference (CCC)

DOI

2018

Energy consumption diagnosis in the iron and steel industry via the Kalman filtering algorithm with a data-driven model

Yanyan Zhang, Lixin Tang, Xiangman Song

Science China Information Sciences

DOI

2016

An operation optimization method based on improved EDA for BOF end-point control

Chang Liu, Xiangman Song, Te Xu, Lixin Tang

IEEE Congress on Evolutionary Computation (CEC)

DOI

2015

高炉布料过程仿真与决策系统

张军，宋相满

《东北大学学报(自然科学版)》

2013

融合GVF Snake与肤色模型的手势轮廓提取方法

覃文军，杨金柱，宋相满，赵大哲

《小型微型计算机系统》

2013

A novel hybrid Differential Evolution-Estimation of Distribution Algorithm for dynamic optimization problem

Xiangman Song, Lixin Tang

IEEE Congress on Evolutionary Computation (CEC)

DOI

2011

面向海马区的脑部MRI图像分割算法研究

宋相满

《东北大学》

2011

Segmentation of Hippocampus in MRI Images Based on the Improved Level Set

Shuying Zhao, Dan Zhang, Xiangman Song, Wenjun Tan

International Symposium on Computational Intelligence and Design

DOI

2010

A novel approach to hand gesture contour detection based on GVF Snake model and skin color elliptical model

Shuying Zhao, Xiangman Song, Wenjun Tan, Hailong Li

International Conference on Computer Application and System Modeling

DOI

宋相满

精选作品

期刊论文

PFG-BCN: a novel framework for concentration prediction in industrial mixing process with acoustic emission analytics

Multi-scale integrated learning with mechanism-data fusion for multi-objective optimization of sintering process: Production-energy consumption trade-off

EM-NAS: A Cell-Based Evolutionary Multi-scale Neural Architecture Search for Medical Image Segmentation

Evolutionary semi-supervised regression for blast furnace stability prediction

Dynamic multiobjective operation optimization of blast furnace ironmaking process

Multiobjective backbone network architecture search based on transfer learning in steel defect detection

Adaptive lightweight convolutional neural architecture search for segmentation problem

基于自适应多目标进化CNN的图像分割方法

NSMD-NAS: Retinal Image Segmentation with Neural Architecture Search and Non-Subsampled Multiscale Decomposition

In-situ monitoring and characterization of the component analysis of steel at elevated temperature environment of a steel industry using stand-off LIBS

Data-driven quasi-convex method for hit rate optimization of process product quality in digital twin

Blast Furnace Thermal State Prediction Based on Multiobjective Evolutionary Ensemble Neural Networks

Crack detection of continuous casting slab by evolutionary topology backbone search

Decomposition Is All You Need: Single-Objective to Multi-Objective Optimization towards Artificial General Intelligence

Maximal sparse convex surrogate-assisted evolutionary convolutional neural architecture search for image segmentation

Evolutionary Process for Engineering Optimization in Manufacturing Applications: Fine Brushworks of Single-Objective to Multi-Objective/Many-Objective Optimization

Evolutionary convolutional neural network for image classification based on multi-objective genetic programming with leader–follower mechanism

Gathering Strength, Gathering Storms: Knowledge Transfer via Selection for VRPTW

铁水生产与运输过程中的质量数据解析与优化方法研究

Prediction of Molten Iron Temperature in the Transportation Process of Torpedo Car

An Estimation of Distribution Algorithm With Filtering and Learning

Multi-Scenario Regression Prediction on Temperature of Molten Iron in Transportation Based on Cyber-Physical Energy Systems

Energy consumption diagnosis in the iron and steel industry via the Kalman filtering algorithm with a data-driven model

An operation optimization method based on improved EDA for BOF end-point control

高炉布料过程仿真与决策系统

融合GVF Snake与肤色模型的手势轮廓提取方法

A novel hybrid Differential Evolution-Estimation of Distribution Algorithm for dynamic optimization problem

面向海马区的脑部MRI图像分割算法研究

Segmentation of Hippocampus in MRI Images Based on the Improved Level Set

A novel approach to hand gesture contour detection based on GVF Snake model and skin color elliptical model

会议论文

Research on burden distribution and 3D-Simulation in Blast Furnace

预印本

A Novel Black Box Process Quality Optimization Approach based on Hit Rate

Towards KAB2S: Learning Key Knowledge from Single-Objective Problems to Multi-Objective Problem

研究方向