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A pigeon-inspired optimization algorithm for many-objective optimization problems 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 7, 页码: 3
Authors:  Cui, Zhihua;  Zhang, Jiangjiang;  Wang, Yechuang;  Cao, Yang;  Cai, Xingjuan;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:8/0  |  Submit date:2019/07/12
Malicious code detection based on CNNs and multi-objective algorithm 期刊论文
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 卷号: 129, 页码: 50-58
Authors:  Cui, Zhihua;  Du, Lei;  Wang, Penghong;  Cai, Xingjuan;  Zhang, Wensheng
Favorite  |  View/Download:15/0  |  Submit date:2019/07/11
Malicious code  Deep learning  CNN  Imbalance data  NSGA-II  
Optimal LEACH Protocol with Improved Bat Algorithm in Wireless Sensor Networks 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 卷号: 13, 期号: 5, 页码: 2469-2490
Authors:  Cai, Xingjuan;  Sun, Youqiang;  Cui, Zhihua;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:9/0  |  Submit date:2019/07/11
Low-energy adaptive clustering hierarchy (LEACH) protocol  Bat algorithm  Curve decline strategy  Triangle-flipping strategy  
分类激活图增强的图像分类算法 期刊论文
计算机科学与探索, 2019, 期号: 00, 页码: 00
Authors:  杨萌林;  张文生
View  |  Adobe PDF(1105Kb)  |  Favorite  |  View/Download:40/13  |  Submit date:2019/06/24
图像分类  分类激活图  多尺度  可视化  可解释性  
Bat algorithm with principal component analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 3, 页码: 603-622
Authors:  Cui, Zhihua;  Li, Feixiang;  Zhang, Wensheng
Favorite  |  View/Download:4/0  |  Submit date:2019/07/12
Bat algorithm  Principal component analysis  Golden section method  
Re-KISSME: A robust resampling scheme for distance metric learning in the presence of label noise 期刊论文
NEUROCOMPUTING, 2019, 卷号: 330, 页码: 138-150
Authors:  Zeng, Fanxia;  Zhang, Wensheng;  Zhang, Siheng;  Zheng, Nan
Favorite  |  View/Download:2/0  |  Submit date:2019/07/12
Resampling scheme  KISSME  Distance metric learning  Label noise  
A Novel Bat Algorithm with Multiple Strategies Coupling for Numerical Optimization 期刊论文
MATHEMATICS, 2019, 卷号: 7, 期号: 2, 页码: 17
Authors:  Wang, Yechuang;  Wang, Penghong;  Zhang, Jiangjiang;  Cui, Zhihua;  Cai, Xingjuan;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:2/0  |  Submit date:2019/07/12
bat algorithm (BA)  bat algorithm with multiple strategy coupling (mixBA)  CEC2013 benchmarks  Wilcoxon test  Friedman test  
AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 9, 页码: 1672-1685
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
View  |  Adobe PDF(627Kb)  |  Favorite  |  View/Download:110/12  |  Submit date:2018/04/03
Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
Radar and Rain Gauge Merging-Based Precipitation Estimation via Geographical-Temporal Attention Continuous Conditional Random Field 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 9, 页码: 5558-5571
Authors:  Tang, Yongqiang;  Yang, Xuebing;  Zhang, Wensheng;  Zhang, Guoping
View  |  Adobe PDF(3564Kb)  |  Favorite  |  View/Download:63/3  |  Submit date:2018/10/10
Continuous Conditional Random Field (Ccrf)  Merging Method  Precipitation Estimation  Spatiotemporal Correlation  
Computational Model Based on Neural Network of Visual Cortex for Human Action Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1427-1440
Authors:  Liu, Haihua;  Shu, Na;  Tang, Qiling;  Zhang, Wensheng
Favorite  |  View/Download:49/0  |  Submit date:2018/10/10
Action Recognition  Classical Receptive Field (Rf)  Spiking Neural Networks (Snns)  Surround Suppression  Visual Cortex