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papers

Publications (18)

Multi-view Information-theoretic Co-clustering for Co-occurrence Data

Peng Xu, Zhaohong Deng, Kup-Sze Choi +2

TBQ($Ï$): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning

Longxiang Shi, Shijian Li, Longbing Cao +2

Non-parametric shrinkage mean estimation for quadratic loss functions with unknown covariance matrices

Cheng Wang, Tiejun Tong, Longbing Cao +1

Copula Mixed-Membership Stochastic Blockmodel for Intra-Subgroup Correlations

Xuhui Fan, Longbing Cao, Richard Yi Da Xu

Dynamic Infinite Mixed-Membership Stochastic Blockmodel

Xuhui Fan, Longbing Cao, Richard Yi Da Xu

Non-parametric Power-law Data Clustering

Xuhui Fan, Yiling Zeng, Longbing Cao

On Identity Tests for High Dimensional Data Using RMT

Cheng Wang, Jing Yang, Baiqi Miao +1

Coupling Analysis Between Twitter and Call Centre

Fangfang Li, Yanchang Zhao, Klaus Felsche +2

Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network

Xuhui Fan, Richard Yi Da Xu, Longbing Cao +1

Novel Intrusion Detection using Probabilistic Neural Network and Adaptive Boosting

Tich Phuoc Tran, Longbing Cao, Dat Tran +1

Coupled Matrix Factorization within Non-IID Context

Fangfang Li, Guandong Xu, Longbing Cao

Asymptotic power of likelihood ratio tests for high dimensional data

Cheng Wang, Longbing Cao, Baiqi Miao

Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data

Cheng Wang, Longbing Cao, Baiqi Miao

Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection

Guansong Pang, Longbing Cao, Ling Chen +1

Coupled Item-based Matrix Factorization

Fangfang Li, Guandong Xu, Longbing Cao

CSAL: Self-adaptive Labeling based Clustering Integrating Supervised Learning on Unlabeled Data

Fangfang Li, Guandong Xu, Longbing Cao

A Convergence Theorem for the Graph Shift-type Algorithms

Xuhui Fan, Longbing Cao

Characterizing A Database of Sequential Behaviors with Latent Dirichlet Hidden Markov Models

Yin Song, Longbing Cao, Xuhui Fan +2