Yanshan Xiao

发表

Agent Collaboration for Multiple Trading Strategy Integration

Longbing Cao, Dan Luo, Yanshan Xiao, 2008, KES-AMSTA.

Bo Liu, Yanshan Xiao, Zijian Yin, 2020, Knowl. Based Syst..

Real-Time Face Recognition Based on Sparse Illumination Learning

Yanshan Xiao, Bo Liu, WuYang Ding, 2017, 22017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC).

COB method with online learning for object tracking

Bo Liu, Yanshan Xiao, Luyue Lin, 2020, Neurocomputing.

Transfer learning-based one-class dictionary learning for recommendation data stream

Bo Liu, Yanshan Xiao, Haoxin Xie, 2021, Inf. Sci..

A Latent Variables Augmentation Method Based on Adversarial Training for Image Categorization with Insufficient Training Samples

Yanshan Xiao, Luyue Lin, Dacai Liu, 2020, 2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV).

SVDD-based outlier detection on uncertain data

Longbing Cao, Feiqi Deng, Zhifeng Hao, 2012, Knowledge and Information Systems.

A Selective Multiple Instance Transfer Learning Method for Text Categorization Problems

Zhifeng Hao, Yanshan Xiao, Bo Liu, 2018, Knowl. Based Syst..

An object tracking method based on CNN and optical flow

Yanshan Xiao, Bo Liu, Luyue Lin, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Multi-agent system for customer relationship management with SVMs tool

Longbing Cao, Feiqi Deng, Zhifeng Hao, 2010, Int. J. Intell. Inf. Database Syst..

An Efficient Approach to Boost Support Vector Data Description

Yun Zhang, Yanshan Xiao, Bo Liu, 2014 .

Longbing Cao, Zhifeng Hao, Yanshan Xiao, 2014, IEEE Transactions on Cybernetics.

Xindong Wu, Longbing Cao, Jie Yin, 2010, 2010 IEEE International Conference on Data Mining.

A Learning Process Using SVMs for Multi-agents Decision Classification

Feiqi Deng, Dan Luo, Yanshan Xiao, 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

Exploiting Local Data Uncertainty to Boost Global Outlier Detection

Philip S. Yu, Longbing Cao, Jie Yin, 2010, 2010 IEEE International Conference on Data Mining.

One-Class-Based Uncertain Data Stream Learning

Philip S. Yu, Longbing Cao, Yanshan Xiao, 2011, SDM.

An efficient orientation distance–based discriminative feature extraction method for multi-classification

Philip S. Yu, Longbing Cao, Zhifeng Hao, 2013, Knowledge and Information Systems.

Multi-agent System for Custom Relationship Management with SVMs Tool

Longbing Cao, Dan Luo, Yanshan Xiao, 2008, KES-AMSTA.

Cluster and dynamic-TrAdaBoost-based transfer learning for text classification

Bo Liu, Zibin Li, Yanshan Xiao, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

One-Class Transfer Learning with Uncertain Data

Philip S. Yu, Zhifeng Hao, Yanshan Xiao, 2013, PAKDD.

MODS: Multiple One-class Data Streams Learning from Homogeneous Data

Philip S. Yu, Zhifeng Hao, Yanshan Xiao, 2013, SDM.

Decision Rules Extraction for Decision Support System with Support Vector Machine

Zhifeng Hao, Yun Zhang, Yanshan Xiao, 2014 .

Multiple-Instance Ordinal Regression

Zhifeng Hao, Yanshan Xiao, Bo Liu, 2018, IEEE Transactions on Neural Networks and Learning Systems.

A new self-paced method for multiple instance boosting learning

Bo Liu, Yanshan Xiao, Xiaozhou Yang, 2020, Inf. Sci..

A new multi-task learning method with universum data

Yanshan Xiao, Bo Liu, Wen Jing, 2020 .

An Efficient Image Categorization Method With Insufficient Training Samples

Bo Liu, Xin Zheng, Yanshan Xiao, 2020, IEEE Transactions on Cybernetics.

A multiple-instance stream learning framework for adaptive document categorization

Jie Yin, Zhifeng Hao, Yanshan Xiao, 2017, Knowl. Based Syst..

A K-Farthest-Neighbor-based approach for support vector data description

Longbing Cao, Zhifeng Hao, Yanshan Xiao, 2013, Applied Intelligence.

An efficient active learning method for multi-task learning

Bo Liu, Yanshan Xiao, Zheng Chang, 2020, Knowl. Based Syst..

An efficient multi-label learning method with label projection

Zhijing Liu, Xin Zheng, Yanshan Xiao, 2020, Knowl. Based Syst..

Multi-View Action Recognition Method Based on Regularized Extreme Learning Machine

Wei He, Yanshan Xiao, Bo Liu, 2017, 22017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC).

An Approach to Anomaly Detection for Data of Uncertainty

Yun Zhang, Yanshan Xiao, Bo Liu, 2014 .

Orientation distance-based discriminative feature extraction for multi-class classification

Philip S. Yu, Longbing Cao, Yanshan Xiao, 2010, CIKM.

Transfer Learning-Based Label Proportions Method with Data of Uncertainty pdf

Bo Liu, Yanshan Xiao, HuaiPei Wang, 2019, ArXiv.

A Maximum Margin Approach for Semisupervised Ordinal Regression Clustering

Zhifeng Hao, Yanshan Xiao, Bo Liu, 2016, IEEE Transactions on Neural Networks and Learning Systems.

Robust Textual Data Streams Mining Based on Continuous Transfer Learning

Philip S. Yu, Longbing Cao, Zhifeng Hao, 2013, SDM.

A robust one-class transfer learning method with uncertain data

Philip S. Yu, Zhifeng Hao, Yanshan Xiao, 2014, Knowledge and Information Systems.

A Transfer Learning-Based Multi-Instance Learning Method With Weak Labels

Fei Liang, Bo Liu, Yanshan Xiao, 2020, IEEE Transactions on Cybernetics.

A Chinese question classification using one-vs-one method as a learning tool

Longbing Cao, Bo Liu, Yanshan Xiao, 2008, Int. J. Intell. Inf. Database Syst..

A situation assessment approach using support vector machines as a learning tool

Guangquan Zhang, Bo Liu, Zhifeng Hao, 2008 .

Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams

Philip S. Yu, Longbing Cao, Yun Zhang, 2014, IEEE Transactions on Knowledge and Data Engineering.

A multi-task-based classification framework for multi-instance distance metric learning

Zhifeng Hao, Yanshan Xiao, Bo Liu, 2018, Neurocomputing.

Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization

Hao Cai, Yanshan Xiao, Luyue Lin, 2019, Knowl. Based Syst..

Semi-Supervised Multi-view clustering based on orthonormality-constrained nonnegative matrix factorization

Bo Liu, Hao Cai, Yanshan Xiao, 2020, Inf. Sci..

K-farthest-neighbors-based concept boundary determination for support vector data description

Longbing Cao, Yanshan Xiao, Bo Liu, 2010, CIKM.

A multi-task transfer learning method with dictionary learning

Xin Zheng, Bo Liu, Yanshan Xiao, 2020, Knowl. Based Syst..

A Sphere-Description-Based Approach for Multiple-Instance Learning

Bo Liu, Zhifeng Hao, Yanshan Xiao, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

An Efficient Approach for Outlier Detection with Imperfect Data Labels

Philip S. Yu, Longbing Cao, Zhifeng Hao, 2014, IEEE Transactions on Knowledge and Data Engineering.

Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data

Xindong Wu, Chengqi Zhang, Longbing Cao, 2009, 2009 IEEE International Conference on Data Mining Workshops.

A new transfer learning-based method for label proportions problem

Bo Liu, Yanshan Xiao, HuaiPei Wang, 2020, Inf. Sci..

SVM-based multi-state-mapping approach for multi-class classification

Longbing Cao, Yanshan Xiao, Bo Liu, 2017, Knowl. Based Syst..

Cross-angle behavior recognition via supervised dictionary learning

Bo Liu, Yanshan Xiao, Guanghui Lu, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Simultaneously Learning Adaptive Neighbors and Clustering Label via Semi-Supervised NMF

Bo Liu, Hao Cai, Yanshan Xiao, 2019, CSAE 2019.

Vote-Based LELC for Positive and Unlabeled Textual Data Streams

Philip S. Yu, Longbing Cao, Yanshan Xiao, 2010, 2010 IEEE International Conference on Data Mining Workshops.

A nearest-neighbor search model for distance metric learning

Zhifeng Hao, Yanshan Xiao, Bo Liu, 2021, Inf. Sci..

Chengqi Zhang, Longbing Cao, Jie Yin, 2011, IJCAI.

A new dictionary-based positive and unlabeled learning method

Yanshan Xiao, Bo Liu, Zhijing Liu, 2021, Applied Intelligence.

Multi-task analysis discriminative dictionary learning for one-class learning

Yanshan Xiao, Haoxin Xie, Bo Liu, 2021, Knowl. Based Syst..

New Multi-View Classification Method with Uncertain Data