邵一川｜沈阳大学｜学者主页

2026

基于改进Adam算法的胃肠镜图像分类方法

孙海静，崔佳琪，邵一川，赵骞，张乐，李刚

《沈阳大学学报(自然科学版)》

DOI

2026

基于多动量与区域加权机制的改进Adam优化算法

邵一川，杨佳澎，周雯，张志涛，孙海静

《沈阳大学学报(自然科学版)》

2026

A Gradient-Norm-Aware Optimizer for Symmetry-Preserving and Stable Deep Learning

Hong Chen, Xuefeng Zhang, Haijing Sun, Yichuan Shao

Symmetry

DOI

2025

基于AdamW优化算法的胃肠道图像分类应用

邵一川，张鹏程，武志军，孙海静，赵骞，张乐

《沈阳大学学报(自然科学版)》

DOI

2025

BDS-Adam optimizer integrating adaptive variance rectification with semi-adaptive gradient smoothing

Yichuan Shao, Shiqian Weng, Haijing Sun, Qian Gao, Le Zhang, Zhiqiang Mao, Shuai Xu, Zhi-Tao Zhang, Lei Xing

Scientific Reports

DOI

2025

Fractal-Inspired Region-Weighted Optimization and Enhanced MobileNet for Medical Image Classification

Yichuan Shao, Jia-Peng Yang, Wen Zhou, Haijing Sun, Qian Gao

Fractal and Fractional

DOI

2025

Research on the SEGDC‐UNet electron microscope image segmentation algorithm based on channel attention mechanism

Yue Li, Qian Zhao, Haijing Sun, Yichuan Shao, Yong Wang

Journal of Microscopy

DOI

2025

A Multi-Dimensional Feature Extraction Model Fusing Fractional-Order Fourier Transform and Convolutional Information

Haijing Sun, Wen Zhou, Jia-Peng Yang, Yichuan Shao, Le Zhang, Zhiqiang Mao

Fractal and Fractional

DOI

2025

Enhancing medical image classification via ConvKC-ViT: a hybrid vision transformer model integrating convolutional insights and K-class mean clustering

Jia-Peng Yang, Yichuan Shao, Wen Zhou, Haijing Sun, Qian Gao

The Visual Computer

DOI

2024

A new dust detection method for photovoltaic panel surface based on Pytorch and its economic benefit analysis

Yichuan Shao, Can Zhang, Lei Xing, Haijing Sun, Qian Zhao, Le Zhang

Energy and AI

DOI

2024

An Improved Reacceleration Optimization Algorithm Based on the Momentum Method for Image Recognition

Haijing Sun, Ying Cai, Ran Tao, Yichuan Shao, Lei Xing, Can Zhang, Qian Zhao

Mathematics

DOI

2024

Surface Defect Detection of Aluminum Profiles Based on Multiscale and Self-Attention Mechanisms

Yichuan Shao, Shuo Fan, Qian Zhao, Le Zhang, Haijing Sun

Italian National Conference on Sensors

DOI

2024

An Improvement of Adam Based on a Cyclic Exponential Decay Learning Rate and Gradient Norm Constraints

Yichuan Shao, Jia-Peng Yang, Wen Zhou, Haijing Sun, Lei Xing, Qian Zhao, Le Zhang

Electronics

DOI

2024

An Improved BGE-Adam Optimization Algorithm Based on Entropy Weighting and Adaptive Gradient Strategy

Yichuan Shao, Jiantao Wang, Haijing Sun, Hao Yu, Lei Xing, Qian Zhao, Le Zhang

Symmetry

DOI

2024

An Improved Adam's Algorithm for Stomach Image Classification

Haijing Sun, Hao Yu, Yichuan Shao, Jiantao Wang, Lei Xing, Le Zhang, Qian Zhao

Algorithms

DOI

2024

The WuC-Adam algorithm based on joint improvement of Warmup and cosine annealing algorithms.

Can Zhang, Yichuan Shao, Haijing Sun, Lei Xing, Qian Zhao, Le Zhang

Mathematical biosciences and engineering : MBE

DOI

2024

A Linear Interpolation and Curvature-Controlled Gradient Optimization Strategy Based on Adam

Haijing Sun, Wen Zhou, Yichuan Shao, Jiaqi Cui, Lei Xing, Qian Zhao, Le Zhang

Algorithms

DOI

2024

An Improved Medical Image Classification Algorithm Based on Adam Optimizer

Haijing Sun, Wen Zhou, Jia-Peng Yang, Yichuan Shao, Lei Xing, Qian Zhao, Le Zhang

Mathematics

DOI

2024

A Gastrointestinal Image Classification Method Based on Improved Adam Algorithm

Haijing Sun, Jiaqi Cui, Yichuan Shao, Jia-Peng Yang, Lei Xing, Qian Zhao, Le Zhang

Mathematics

DOI

2023

Multi-Scale Lightweight Neural Network for Steel Surface Defect Detection

Yichuan Shao, Shuo Fan, Haijing Sun, Zhenyu Tan, Ying Cai, Can Zhang, Le Zhang

Coatings

DOI

2022

Computer-aided early diagnosis of alzheimer's disease based on cost-sensitive and deep residual convolutional neural network

Haijing Sun, Y. Cao, Yichuan Shao

Journal of Mechanics in Medicine and Biology

DOI

2021

人工智能实践教程从Python入门到机器学习

邵一川

2021

分布式智能养老系统的开发与应用

李常迪，邵一川，陈醉涵，曹勇

《沈阳大学学报(自然科学版)》

2021

大数据背景下智慧养老平台的设计与应用

李常迪，邵一川，陈醉涵，曹勇

《科技创新与应用》

2021

课堂行为的智能分析在教学改革中的应用

邵一川，李常迪，曹勇，贾天蕊

《教学与管理》

DOI

2020

基于U-Net卷积神经网络的管道漏磁异常检测

曹辉，杨理践，杨文俊，邵一川，刘斌

《沈阳大学学报(自然科学版)》

DOI

2020

基于均衡负载的VRRoom在远程教学中的应用

邵一川，李常迪，赵骞，曹勇，杨晓东

《沈阳大学学报(自然科学版)》

2018

基于多目标蜂群进化优化的微电网能量调度方法

李佳华，马连博，王兴伟，程适，邵一川

《郑州大学学报(工学版)》

2018

A Novel Many-Objective Bacterial Foraging Optimizer Based on Multi-engine Cooperation Framework

Shengminjie Chen, Rui Wang, Lianbo Ma, Zhao Gu, Xiaofan Du, Yichuan Shao

International Conference on Swarm Intelligence

DOI

2017

基于改进的灰色模型和支持向量机的风电功率预测

邵一川，张吉，贾海波，李鑫，马连博

《沈阳大学学报(自然科学版)》

2017

Microgrid network scheduling using a binary artificial bee colony algorithm

Yichuan Shao, Li-Wei Tian, Ji Zhang, Xin Li

DOI

2015

多目标蜂群算法求解微电网调度问题

姚兴佳，赵骞，王士荣，刘颖明，邵一川

《电器与能效管理技术》

2015

基于生物行为的微网能量调度优化研究

邵一川

《沈阳工业大学》

2015

Multi-swarm coevolution real-time data forecasting model used in atmospheric environmental monitoring

Yichuan Shao, Li-Wei Tian

International Congress on Image and Signal Processing

DOI

2015

Noise study for wind turbine blade vibration signals based on fast ICA algorithm

Qian Zhao, Wei Li, Yichuan Shao, Xingjia Yao, Haonan Tian, Jing Zhang

International Congress on Image and Signal Processing

DOI

2015

Damage detection of wind turbine blade based on wavelet analysis

Qian Zhao, Wei Li, Yichuan Shao, Xingjia Yao, Haonan Tian, Jing Zhang

International Congress on Image and Signal Processing

DOI

2014

Z_mirrorChord : A kind of framework for service resources management

Yichuan Shao, Xingjia Yao, Liwei Tian

World Congress on Intelligent Control and Automation

DOI

2013

基于Unity3D的智能家居综合管理平台的研究与实现

梅寒，田力威，邵一川

《沈阳大学学报(自然科学版)》

2012

云计算环境下的一种高效的资源管理策略

赵宏伟，宋宝燕，邵一川

《计算机科学》

2012

Cerebellar Model Articulation Controller Applied in Short-Term Wind Power Prediction

Yichuan Shao, Xingjia Yao

DOI

2012

Cerebellar Model Controller Applied in Wind Power Prediction

Yichuan Shao, Xingjia Yao

DOI

2012

High-effect Resource Management Strategy in Cloud Computing Environment

Yichuan Shao

2012

Research of Real-time Data Warehouse Storage Strategy Based on Multi-level Caches

Yichuan Shao, Xing-Jia Yao

DOI

2012

Rotate Coordinates Fold Line Applied in Multidimensional Data Visualization

Yichuan Shao, Cao Hui

DOI

2012

CMAC Applied in Wind Power Prediction Based on Applied Mechanics

Yichuan Shao, Xing-Jia Yao

DOI

2011

A Dynamic Dispatching Method of Resource in Cloud Computing Environment

Hong-Wei Zhao, Yan-Ning Zhu, Yichuan Shao

DOI

2010

A multi-perspective and interactive method for multidimensional data visualization

Cao Hui, Yichuan Shao

2010 The 2nd Conference on Environmental Science and Information Application Technology

DOI

2009

The Optimization of Cooperative Bacterial Foraging

Yichuan Shao, Hanning Chen

WRI World Congress on Software Engineering

DOI

2009

A novel cooperative bacterial foraging algorithm

Yichuan Shao, Hanning Chen

2009 Fourth International on Conference on Bio-Inspired Computing

DOI

2008

数据网格中高效的元数据管理策略

赵宏伟，宋宝燕，黄逸云，邵一川

《计算机工程与设计》

2008

High-effect metadata management strategy on data grid

Yichuan Shao

2006

一种支持服务网格的动态负载平衡系统

申德荣，陈翔宇，吕立昂，邵一川，于戈

《计算机工程》

2006

基于Globus网格服务的作业调度的实现

赵宏伟，邵一川

《计算机工程与设计》

2006

Implementation of dispatching job based on grid service of Globus

Yichuan Shao

精选作品

期刊论文

基于改进Adam算法的胃肠镜图像分类方法

基于多动量与区域加权机制的改进Adam优化算法

A Gradient-Norm-Aware Optimizer for Symmetry-Preserving and Stable Deep Learning

基于AdamW优化算法的胃肠道图像分类应用

BDS-Adam optimizer integrating adaptive variance rectification with semi-adaptive gradient smoothing

Fractal-Inspired Region-Weighted Optimization and Enhanced MobileNet for Medical Image Classification

Research on the SEGDC‐UNet electron microscope image segmentation algorithm based on channel attention mechanism

A Multi-Dimensional Feature Extraction Model Fusing Fractional-Order Fourier Transform and Convolutional Information

Enhancing medical image classification via ConvKC-ViT: a hybrid vision transformer model integrating convolutional insights and K-class mean clustering

A new dust detection method for photovoltaic panel surface based on Pytorch and its economic benefit analysis

An Improved Reacceleration Optimization Algorithm Based on the Momentum Method for Image Recognition

Surface Defect Detection of Aluminum Profiles Based on Multiscale and Self-Attention Mechanisms

An Improvement of Adam Based on a Cyclic Exponential Decay Learning Rate and Gradient Norm Constraints

An Improved BGE-Adam Optimization Algorithm Based on Entropy Weighting and Adaptive Gradient Strategy

An Improved Adam's Algorithm for Stomach Image Classification

The WuC-Adam algorithm based on joint improvement of Warmup and cosine annealing algorithms.

A Linear Interpolation and Curvature-Controlled Gradient Optimization Strategy Based on Adam

An Improved Medical Image Classification Algorithm Based on Adam Optimizer

A Gastrointestinal Image Classification Method Based on Improved Adam Algorithm

Multi-Scale Lightweight Neural Network for Steel Surface Defect Detection

Computer-aided early diagnosis of alzheimer's disease based on cost-sensitive and deep residual convolutional neural network

人工智能实践教程 从Python入门到机器学习

分布式智能养老系统的开发与应用

大数据背景下智慧养老平台的设计与应用

课堂行为的智能分析在教学改革中的应用

基于U-Net卷积神经网络的管道漏磁异常检测

基于均衡负载的VRRoom在远程教学中的应用

基于多目标蜂群进化优化的微电网能量调度方法

A Novel Many-Objective Bacterial Foraging Optimizer Based on Multi-engine Cooperation Framework

基于改进的灰色模型和支持向量机的风电功率预测

Microgrid network scheduling using a binary artificial bee colony algorithm

多目标蜂群算法求解微电网调度问题

基于生物行为的微网能量调度优化研究

Multi-swarm coevolution real-time data forecasting model used in atmospheric environmental monitoring

Noise study for wind turbine blade vibration signals based on fast ICA algorithm

Damage detection of wind turbine blade based on wavelet analysis

Z_mirrorChord : A kind of framework for service resources management

基于Unity3D的智能家居综合管理平台的研究与实现

云计算环境下的一种高效的资源管理策略

Cerebellar Model Articulation Controller Applied in Short-Term Wind Power Prediction

Cerebellar Model Controller Applied in Wind Power Prediction

High-effect Resource Management Strategy in Cloud Computing Environment

Research of Real-time Data Warehouse Storage Strategy Based on Multi-level Caches

Rotate Coordinates Fold Line Applied in Multidimensional Data Visualization

CMAC Applied in Wind Power Prediction Based on Applied Mechanics

A Dynamic Dispatching Method of Resource in Cloud Computing Environment

A multi-perspective and interactive method for multidimensional data visualization

The Optimization of Cooperative Bacterial Foraging

A novel cooperative bacterial foraging algorithm

数据网格中高效的元数据管理策略

High-effect metadata management strategy on data grid

一种支持服务网格的动态负载平衡系统

基于Globus网格服务的作业调度的实现

Implementation of dispatching job based on grid service of Globus

会议论文

一种旋转坐标系折线法在多维数据可视化中的应用

研究方向

人工智能实践教程从Python入门到机器学习