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• 2026
• 
  [j86]
  Bo Liu,Qingshan Tang,Yanshan Xiao,Weijie Zeng,Xinzhe Jiang,Yunlong Sun,Jiajun Chen,Zongxiong Yang:
  DyFASA: Dynamic frequency-domain-aware spatial-channel attention for efficient lung disease detection from chest x-rays.Inf. Sci.737:123114 (2026)
• 2025
• 
  [j85]
  Weibin Li,Kaixin Lu,Zhichao Liang,Zhongye Xia,Bo Liu,Yanshan Xiao,Quanying Liu:
  Pinning synchronization of higher-order nonlinear networks with time delays.Neurocomputing636:130010 (2025)
• 
  [j84]
  Bo Liu,Boxu Zhou,Yanshan Xiao,Zhitong Wang,Baoqing Li,Shengxin He,Chenlong Ye,Fan Cao:
  SMT-DL: A semi-supervised multi-task learning framework based on dictionary learning for robust feature sharing.Neurocomputing651:130996 (2025)
• 
  [j83]
  Bo Liu,Fan Cao,Shilei Zhao,Yanshan Xiao:
  Boosting one-class transfer learning for multiple view uncertain data.Inf. Sci.692:121653 (2025)
• 
  [j82]
  Yanshan Xiao,Linbin Chen,Bo Liu:
  Multi-view ordinal regression with feature augmentation and privileged information learning.Inf. Sci.708:122065 (2025)
• 
  [j81]
  Bo Liu,Baoqing Li,Yanshan Xiao,Zhitong Wang,Boxu Zhou,Shengxin He,Chenlong Ye,Fan Cao:
  Semi-supervised manifold regularized multi-task learning with privileged information.Inf. Sci.711:122112 (2025)
• 
  [j80]
  Bo Liu,Chenlong Ye,Yanshan Xiao,Baoqing Li,Zhitong Wang,Boxu Zhou,Shengxin He,Fan Cao:
  A multi-view forward positive and unlabeled graph learning method based on dictionary learning.Inf. Sci.720:122517 (2025)
• 
  [j79]
  Neng Liu,Bo Liu,Jinghui He,Yanshan Xiao:
  GDPNet: Gated Dynamic Prototype Network for Few-Shot Remote Sensing Scene Classification.IEEE Geosci. Remote. Sens. Lett.22:1-5 (2025)
• 
  [j78]
  Yanshan Xiao,Bo Liu,Zhifeng Hao:
  Multi-Instance Nonparallel Tube Learning.IEEE Trans. Neural Networks Learn. Syst.36(2):2563-2577 (2025)
• 
  [i2]
  Yanshan Xiao,Kaihong Wu,Bo Liu:
  Multi-View Semi-Supervised Label Distribution Learning with Local Structure Complementarity.CoRRabs/2510.13917 (2025)
• 2024
• 
  [j77]
  Jian Xu,Jinghui He,Bo Liu,Fan Cao,Yanshan Xiao:
  A two-generation based method for few-shot learning with few-shot instance-level privileged information.Appl. Intell.54(5):4077-4094 (2024)
• 
  [j76]
  Bo Liu,Xiaokai Li,Yanshan Xiao,Peng Sun,Shilei Zhao,Tiantian Peng,Zhiyu Zheng,Yongsheng Huang:
  Adaboost-based SVDD for anomaly detection with dictionary learning.Expert Syst. Appl.238(Part C):121770 (2024)
• 
  [j75]
  Yanshan Xiao,Guitao Pan,Bo Liu,Liang Zhao,Xiangjun Kong,Zhifeng Hao:
  Privileged multi-view one-class support vector machine.Neurocomputing572:127186 (2024)
• 
  [j74]
  Liang Zhao,Yanshan Xiao,Bo Liu:
  Partial label learning with heterogeneous domain adaptation.Neurocomputing594:127822 (2024)
• 
  [j73]
  Yanshan Xiao,Junfeng Chen,Bo Liu,Liang Zhao,Xiangjun Kong,Zhifeng Hao:
  A new multi-view multi-label model with privileged information learning.Inf. Sci.656:119911 (2024)
• 
  [j72]
  Bo Liu,Yongsheng Huang,Yanshan Xiao,Zhiyu Zheng,Peng Sun,Shilei Zhao,Xiaokai Li,Tiantian Peng:
  The multi-task transfer learning for multiple data streams with uncertain data.Inf. Sci.664:120314 (2024)
• 
  [j71]
  Fan Cao,Bo Liu,Jinghui He,Jian Xu,Yanshan Xiao:
  Privacy preservation-based federated learning with uncertain data.Inf. Sci.678:121024 (2024)
• 
  [j70]
  Bo Liu,Zhiyu Zheng,Yanshan Xiao,Peng Sun,Xiaokai Li,Shilei Zhao,Yongsheng Huang,Tiantian Peng:
  Self-paced method for transfer partial label learning.Inf. Sci.679:121043 (2024)
• 
  [j69]
  Fan Cao,Bo Liu,Kai Wang,Yanshan Xiao,Jinghui He,Jian Xu:
  Dictionary-based multi-instance learning method with universum information.Inf. Sci.682:121264 (2024)
• 
  [j68]
  Jian Xu,Bo Liu,Yanshan Xiao,Fan Cao,Jinghui He:
  A multitask tensor-based relation network for cloth-changing person re-identification.Image Vis. Comput.147:105090 (2024)
• 
  [j67]
  Yanshan Xiao,Mengyue Zeng,Bo Liu,Liang Zhao,Xiangjun Kong,Zhifeng Hao:
  Multi-task ordinal regression with task weight discovery.Knowl. Based Syst.305:112616 (2024)
• 
  [j66]
  Yanshan Xiao,Jianwei Zhang,Bo Liu,Liang Zhao,Xiangjun Kong,Zhifeng Hao:
  Multi-View Maximum Margin Clustering With Privileged Information Learning.IEEE Trans. Circuits Syst. Video Technol.34(4):2719-2733 (2024)
• 
  [j65]
  Bo Liu,Peng Sun,Yanshan Xiao,Shilei Zhao,Xiaokai Li,Tiantian Peng,Zhiyu Zheng,Yongsheng Huang:
  Dictionary-Based Multi-View Learning With Privileged Information.IEEE Trans. Circuits Syst. Video Technol.34(5):3523-3537 (2024)
• 
  [j64]
  Jinghui He,Bo Liu,Fan Cao,Jian Xu,Yanshan Xiao:
  Few-Shot Object Counting With Dynamic Similarity-Aware in Latent Space.IEEE Trans. Geosci. Remote. Sens.62:1-14 (2024)
• 
  [j63]
  Bo Liu,Liangjiao Li,Yanshan Xiao,Kai Wang,Jian Hu,Junrui Liu,Qihang Chen,Ruiguang Huang:
  An Efficient Transfer Learning Method with Auxiliary Information.ACM Trans. Knowl. Discov. Data18(1):22:1-22:23 (2024)
• 
  [j62]
  Jian Xu,Bo Liu,Yanshan Xiao:
  A Multitask Latent Feature Augmentation Method for Few-Shot Learning.IEEE Trans. Neural Networks Learn. Syst.35(5):6976-6990 (2024)
• 
  [j61]
  Guangzheng Zhong,Yanshan Xiao,Bo Liu,Liang Zhao,Xiangjun Kong:
  Ordinal Regression With Pinball Loss.IEEE Trans. Neural Networks Learn. Syst.35(8):11246-11260 (2024)
• 2023
• 
  [j60]
  Yanshan Xiao,Jinneng Liu,Kairun Wen,Bo Liu,Liang Zhao,Xiangjun Kong:
  A least squares twin support vector machine method with uncertain data.Appl. Intell.53(9):10668-10684 (2023)
• 
  [j59]
  Jiantao Lai,Yanshan Xiao,Bo Liu:
  Boost two-view learning-based method for label proportions problem.Appl. Intell.53(19):21984-22001 (2023)
• 
  [j58]
  Yanshan Xiao,Zexin Ye,Liang Zhao,Xiangjun Kong,Bo Liu,Kemal Polat,Adi Alhudhaif:
  Privileged information learning with weak labels.Appl. Soft Comput.142:110298 (2023)
• 
  [j57]
  Bo Liu,Weibin Li,Yanshan Xiao,Xiaodong Chen,Laiwang Liu,Changdong Liu,Kai Wang,Peng Sun:
  Multi-view multi-label learning with high-order label correlation.Inf. Sci.624:165-184 (2023)
• 
  [j56]
  Bo Liu,Qihang Chen,Yanshan Xiao,Kai Wang,Junrui Liu,Ruiguang Huang,Liangjiao Li:
  Semi-supervised Multi-task Learning with Auxiliary data.Inf. Sci.626:626-639 (2023)
• 
  [j55]
  Bo Liu,Tiantian Peng,Yanshan Xiao,Shilei Zhao,Peng Sun,Xiaokai Li,Zhiyu Zheng,Yongsheng Huang:
  Self-paced multi-view positive and unlabeled graph learning with auxiliary information.Inf. Sci.642:119146 (2023)
• 
  [j54]
  Yanshan Xiao,Liangwang Zhang,Bo Liu,Ruichu Cai,Zhifeng Hao:
  Multi-task ordinal regression with labeled and unlabeled data.Inf. Sci.649:119669 (2023)
• 
  [j53]
  Jian Xu,Bo Liu,Yanshan Xiao:
  A Variational Inference Method for Few-Shot Learning.IEEE Trans. Circuits Syst. Video Technol.33(1):269-282 (2023)
• 
  [j52]
  Bo Liu,Zhiyong Che,Haowen Zhong,Yanshan Xiao:
  A Ranking Based Multi-View Method for Positive and Unlabeled Graph Classification.IEEE Trans. Knowl. Data Eng.35(3):2220-2230 (2023)
• 2022
• 
  [j51]
  Bo Liu,Qian Liu,Yanshan Xiao:
  A new method for positive and unlabeled learning with privileged information.Appl. Intell.52(3):2465-2479 (2022)
• 
  [j50]
  Bo Liu,Zhiyong Che,Kejian Song,Yanshan Xiao:
  Learn structured analysis discriminative dictionary for multi-label classification.Appl. Intell.52(3):3175-3192 (2022)
• 
  [j49]
  Guangzheng Zhong,Yanshan Xiao,Bo Liu,Liang Zhao,Xiangjun Kong:
  Pinball loss support vector data description for outlier detection.Appl. Intell.52(14):16940-16961 (2022)
• 
  [j48]
  Liang Zhao,Yanshan Xiao,Bo Liu,Zhifeng Hao:
  Multi-view partial label machine.Inf. Sci.586:310-325 (2022)
• 
  [j47]
  Yanshan Xiao,Xi Li,Bo Liu,Liang Zhao,Xiangjun Kong,Adi Alhudhaif,Fayadh Alenezi:
  Multi-view support vector ordinal regression with data uncertainty.Inf. Sci.589:516-530 (2022)
• 
  [j46]
  Bo Liu,Laiwang Liu,Yanshan Xiao,Changdong Liu,Xiaodong Chen,Weibin Li:
  AdaBoost-based transfer learning with privileged information.Inf. Sci.593:216-232 (2022)
• 
  [j45]
  Zhiyong Che,Bo Liu,Yanshan Xiao,Luyue Lin:
  Dictionary-based transfer learning with Universum data.Inf. Sci.599:64-83 (2022)
• 
  [j44]
  Liang Zhao,Yanshan Xiao,Kairun Wen,Bo Liu,Xiangjun Kong:
  Multi-task manifold learning for partial label learning.Inf. Sci.602:351-365 (2022)
• 
  [j43]
  Bo Liu,Junrui Liu,Yanshan Xiao,Qihang Chen,Kai Wang,Ruiguang Huang,Liangjiao Li:
  A new self-paced learning method for privilege-based positive and unlabeled learning.Inf. Sci.609:996-1009 (2022)
• 
  [j42]
  Bo Liu,Ruiguang Huang,Yanshan Xiao,Junrui Liu,Kai Wang,Liangjiao Li,Qihang Chen:
  Adaptive robust Adaboost-based twin support vector machine with universum data.Inf. Sci.609:1334-1352 (2022)
• 
  [j41]
  Bo Liu,Changdong Liu,Yanshan Xiao,Laiwang Liu,Weibin Li,Xiaodong Chen:
  AdaBoost-based transfer learning method for positive and unlabelled learning problem.Knowl. Based Syst.241:108162 (2022)
• 
  [j40]
  Yibang Ruan,Yanshan Xiao,Zhifeng Hao,Bo Liu:
  A convex multi-class model via distance metric learning based class-to-instance confidence.Knowl. Based Syst.258:109791 (2022)
• 
  [j39]
  Yanshan Xiao,Fei Liang,Bo Liu:
  A Transfer Learning-Based Multi-Instance Learning Method With Weak Labels.IEEE Trans. Cybern.52(1):287-300 (2022)
• 
  [j38]
  Luyue Lin,Bo Liu,Xin Zheng,Yanshan Xiao:
  An Efficient Image Categorization Method With Insufficient Training Samples.IEEE Trans. Cybern.52(5):3244-3260 (2022)
• 
  [j37]
  Luyue Lin,Xin Zheng,Bo Liu,Wei Chen,Yanshan Xiao:
  A Latent Variable Augmentation Method for Image Categorization with Insufficient Training Samples.ACM Trans. Knowl. Discov. Data16(1):3:1-3:35 (2022)
• 
  [j36]
  Bo Liu,Haowen Zhong,Yanshan Xiao:
  New Multi-View Classification Method with Uncertain Data.ACM Trans. Knowl. Discov. Data16(1):19:1-19:23 (2022)
• 
  [j35]
  Yibang Ruan,Yanshan Xiao,Zhifeng Hao,Bo Liu:
  A Convex Model for Support Vector Distance Metric Learning.IEEE Trans. Neural Networks Learn. Syst.33(8):3533-3546 (2022)
• 
  [c23]
  Jian Xu,Bo Liu,Yanshan Xiao:
  A Separating Embedding Space Based Relation Network with RGB Modality Only for Cloth-Changing Person Re-Identification.CSAE2022:10:1-10:5
• 2021
• 
  [j34]
  Yanshan Xiao,Jing Wen,Bo Liu:
  A new multi-task learning method with universum data.Appl. Intell.51(6):3421-3434 (2021)
• 
  [j33]
  Yanshan Xiao,Junyao Feng,Bo Liu:
  A new transductive learning method with universum data.Appl. Intell.51(8):5571-5583 (2021)
• 
  [j32]
  Zhiyong Che,Bo Liu,Yanshan Xiao,Hao Cai:
  A new twin SVM method with dictionary learning.Appl. Intell.51(10):7245-7261 (2021)
• 
  [j31]
  Bo Liu,Zhijing Liu,Yanshan Xiao:
  A new dictionary-based positive and unlabeled learning method.Appl. Intell.51(12):8850-8864 (2021)
• 
  [j30]
  Haoxin Xie,Bo Liu,Yanshan Xiao:
  Transfer learning-based one-class dictionary learning for recommendation data stream.Inf. Sci.547:526-538 (2021)
• 
  [j29]
  Yibang Ruan,Yanshan Xiao,Zhifeng Hao,Bo Liu:
  A nearest-neighbor search model for distance metric learning.Inf. Sci.552:261-277 (2021)
• 
  [j28]
  Zhiyong Che,Bo Liu,Yanshan Xiao,Hao Cai:
  Twin support vector machines with privileged information.Inf. Sci.573:141-153 (2021)
• 
  [j27]
  Bo Liu,Xiaodong Chen,Yanshan Xiao,Weibin Li,Laiwang Liu,Changdong Liu:
  An efficient dictionary-based multi-view learning method.Inf. Sci.576:157-172 (2021)
• 
  [j26]
  Bo Liu,Haoxin Xie,Yanshan Xiao:
  Multi-task analysis discriminative dictionary learning for one-class learning.Knowl. Based Syst.227:107195 (2021)
• 
  [c22]
  Zhiyong Che,Bo Liu,Yanshan Xiao:
  A Dictionary-Based Method for Classification with Universum Data.CSAE2021:40:1-40:6
• 2020
• 
  [j25]
  Luyue Lin,Bo Liu,Yanshan Xiao:
  COB method with online learning for object tracking.Neurocomputing393:142-155 (2020)
• 
  [j24]
  Yanshan Xiao,Xiaozhou Yang,Bo Liu:
  A new self-paced method for multiple instance boosting learning.Inf. Sci.515:80-90 (2020)
• 
  [j23]
  Hao Cai,Bo Liu,Yanshan Xiao,Luyue Lin:
  Semi-Supervised Multi-view clustering based on orthonormality-constrained nonnegative matrix factorization.Inf. Sci.536:171-184 (2020)
• 
  [j22]
  Yanshan Xiao,HuaiPei Wang,Bo Liu:
  A new transfer learning-based method for label proportions problem.Inf. Sci.541:391-408 (2020)
• 
  [j21]
  Yanshan Xiao,Zheng Chang,Bo Liu:
  An efficient active learning method for multi-task learning.Knowl. Based Syst.190:105137 (2020)
• 
  [j20]
  Xin Zheng,Luyue Lin,Bo Liu,Yanshan Xiao,Xiaoming Xiong:
  A multi-task transfer learning method with dictionary learning.Knowl. Based Syst.191:105233 (2020)
• 
  [j19]
  Yanshan Xiao,Zijian Yin,Bo Liu:
  A similarity-based two-view multiple instance learning method for classification.Knowl. Based Syst.201-202:105661 (2020)
• 
  [j18]
  Luyue Lin,Bo Liu,Xin Zheng,Yanshan Xiao,Zhijing Liu,Hao Cai:
  An efficient multi-label learning method with label projection.Knowl. Based Syst.207:106298 (2020)
• 
  [c21]
  Luyue Lin,Dacai Liu,Bo Liu,Yanshan Xiao:
  A Latent Variables Augmentation Method Based on Adversarial Training for Image Categorization with Insufficient Training Samples.ICARCV2020:969-975

• 2019
• 
  [j17]
  Hao Cai,Bo Liu,Yanshan Xiao,Luyue Lin:
  Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization.Knowl. Based Syst.182 (2019)
• 
  [c20]
  Hao Cai,Bo Liu,Yanshan Xiao,Luyue Lin,Sujuan Zhou,Zhiyong Che:
  Simultaneously Learning Adaptive Neighbors and Clustering Label via Semi-Supervised NMF.CSAE2019:15:1-15:6
• 
  [i1]
  Yanshan Xiao,HuaiPei Wang,Bo Liu:
  Transfer Learning-Based Label Proportions Method with Data of Uncertainty.CoRRabs/1908.06603 (2019)
• 2018
• 
  [j16]
  Zhifeng Hao,Yibang Ruan,Yanshan Xiao,Bo Liu:
  A multi-task-based classification framework for multi-instance distance metric learning.Neurocomputing275:418-429 (2018)
• 
  [j15]
  Bo Liu,Yanshan Xiao,Zhifeng Hao:
  A Selective Multiple Instance Transfer Learning Method for Text Categorization Problems.Knowl. Based Syst.141:178-187 (2018)
• 
  [j14]
  Yanshan Xiao,Bo Liu,Zhifeng Hao:
  Multiple-Instance Ordinal Regression.IEEE Trans. Neural Networks Learn. Syst.29(9):4398-4413 (2018)
• 2017
• 
  [j13]
  Yanshan Xiao,Bo Liu,Jie Yin,Zhifeng Hao:
  A multiple-instance stream learning framework for adaptive document categorization.Knowl. Based Syst.120:198-210 (2017)
• 
  [j12]
  Bo Liu,Yanshan Xiao,Longbing Cao:
  SVM-based multi-state-mapping approach for multi-class classification.Knowl. Based Syst.129:79-96 (2017)
• 
  [j11]
  Yanshan Xiao,Bo Liu,Zhifeng Hao:
  A Sphere-Description-Based Approach for Multiple-Instance Learning.IEEE Trans. Pattern Anal. Mach. Intell.39(2):242-257 (2017)
• 
  [c19]
  WuYang Ding,Bo Liu,Yanshan Xiao:
  Real-Time Face Recognition Based on Sparse Illumination Learning.CSE/EUC (1)2017:272-277
• 
  [c18]
  Wei He,Bo Liu,Yanshan Xiao:
  Multi-View Action Recognition Method Based on Regularized Extreme Learning Machine.CSE/EUC (1)2017:854-857
• 
  [c17]
  Luyue Lin,Bo Liu,Yanshan Xiao:
  An object tracking method based on CNN and optical flow.ICNC-FSKD2017:24-31
• 
  [c16]
  Zibin Li,Bo Liu,Yanshan Xiao:
  Cluster and dynamic-TrAdaBoost-based transfer learning for text classification.ICNC-FSKD2017:2291-2295
• 
  [c15]
  Guanghui Lu,Bo Liu,Yanshan Xiao:
  Cross-angle behavior recognition via supervised dictionary learning.ICNC-FSKD2017:2296-2300
• 2016
• 
  [j10]
  Yanshan Xiao,Bo Liu,Zhifeng Hao:
  A Maximum Margin Approach for Semisupervised Ordinal Regression Clustering.IEEE Trans. Neural Networks Learn. Syst.27(5):1003-1019 (2016)
• 2015
• 
  [j9]
  Yanshan Xiao,Bo Liu,Philip S. Yu,Zhifeng Hao:
  A robust one-class transfer learning method with uncertain data.Knowl. Inf. Syst.44(2):407-438 (2015)
• 2014
• 
  [j8]
  Yanshan Xiao,Bo Liu,Zhifeng Hao,Longbing Cao:
  A K-Farthest-Neighbor-based approach for support vector data description.Appl. Intell.41(1):196-211 (2014)
• 
  [j7]
  Bo Liu,Yanshan Xiao,Philip S. Yu,Zhifeng Hao,Longbing Cao:
  An efficient orientation distance-based discriminative feature extraction method for multi-classification.Knowl. Inf. Syst.39(2):409-433 (2014)
• 
  [j6]
  Yanshan Xiao,Bo Liu,Zhifeng Hao,Longbing Cao:
  A Similarity-Based Classification Framework for Multiple-Instance Learning.IEEE Trans. Cybern.44(4):500-515 (2014)
• 
  [j5]
  Bo Liu,Yanshan Xiao,Philip S. Yu,Longbing Cao,Yun Zhang,Zhifeng Hao:
  Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams.IEEE Trans. Knowl. Data Eng.26(2):468-484 (2014)
• 
  [j4]
  Bo Liu,Yanshan Xiao,Philip S. Yu,Zhifeng Hao,Longbing Cao:
  An Efficient Approach for Outlier Detection with Imperfect Data Labels.IEEE Trans. Knowl. Data Eng.26(7):1602-1616 (2014)
• 2013
• 
  [j3]
  Bo Liu,Yanshan Xiao,Longbing Cao,Zhifeng Hao,Feiqi Deng:
  SVDD-based outlier detection on uncertain data.Knowl. Inf. Syst.34(3):597-618 (2013)
• 
  [c14]
  Bo Liu,Philip S. Yu,Yanshan Xiao,Zhifeng Hao:
  One-Class Transfer Learning with Uncertain Data.PAKDD (1)2013:471-483
• 
  [c13]
  Zhifeng Hao,Bo Liu,Yanshan Xiao,Philip S. Yu:
  MODS: Multiple One-class Data Streams Learning from Homogeneous Data.SDM2013:722-730
• 
  [c12]
  Longbing Cao,Zhifeng Hao,Bo Liu,Yanshan Xiao,Philip S. Yu:
  Robust Textual Data Streams Mining Based on Continuous Transfer Learning.SDM2013:731-739
• 2011
• 
  [c11]
  Yanshan Xiao,Bo Liu,Jie Yin,Longbing Cao,Chengqi Zhang,Zhifeng Hao:
  Similarity-Based Approach for Positive and Unlabeled Learning.IJCAI2011:1577-1582
• 
  [c10]
  Bo Liu,Yanshan Xiao,Longbing Cao,Philip S. Yu:
  One-Class-Based Uncertain Data Stream Learning.SDM2011:992-1003
• 2010
• 
  [j2]
  Yanshan Xiao,Bo Liu,Dan Luo,Longbing Cao,Feiqi Deng,Zhifeng Hao:
  Multi-agent system for customer relationship management with SVMs tool.Int. J. Intell. Inf. Database Syst.4(2):121-136 (2010)
• 
  [c9]
  Bo Liu,Yanshan Xiao,Longbing Cao,Philip S. Yu:
  Orientation distance-based discriminative feature extraction for multi-class classification.CIKM2010:909-918
• 
  [c8]
  Yanshan Xiao,Bo Liu,Longbing Cao:
  K-farthest-neighbors-based concept boundary determination for support vector data description.CIKM2010:1701-1704
• 
  [c7]
  Bo Liu,Jie Yin,Yanshan Xiao,Longbing Cao,Philip S. Yu:
  Exploiting Local Data Uncertainty to Boost Global Outlier Detection.ICDM2010:304-313
• 
  [c6]
  Yanshan Xiao,Bo Liu,Longbing Cao,Jie Yin,Xindong Wu:
  SMILE: A Similarity-Based Approach for Multiple Instance Learning.ICDM2010:589-598
• 
  [c5]
  Bo Liu,Yanshan Xiao,Longbing Cao,Philip S. Yu:
  Vote-Based LELC for Positive and Unlabeled Textual Data Streams.ICDM Workshops2010:951-958

• 2009
• 
  [c4]
  Yanshan Xiao,Bo Liu,Longbing Cao,Xindong Wu,Chengqi Zhang,Zhifeng Hao,Fengzhao Yang,Jie Cao:
  Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data.ICDM Workshops2009:82-87
• 2008
• 
  [j1]
  Yanshan Xiao,Bo Liu,Longbing Cao:
  A Chinese question classification using one-vs-one method as a learning tool.Int. J. Intell. Inf. Database Syst.2(4):446-459 (2008)
• 
  [c3]
  Yanshan Xiao,Feiqi Deng,Bo Liu,Shouqiang Liu,Dan Luo,Guohua Liang:
  A Learning Process Using SVMs for Multi-agents Decision Classification.Web Intelligence/IAT Workshops2008:583-586
• 
  [c2]
  Yanshan Xiao,Bo Liu,Dan Luo,Longbing Cao:
  Multi-agent System for Custom Relationship Management with SVMs Tool.KES-AMSTA2008:333-340
• 
  [c1]
  Longbing Cao,Dan Luo,Yanshan Xiao,Zhigang Zheng:
  Agent Collaboration for Multiple Trading Strategy Integration.KES-AMSTA2008:361-370

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