Nevin Lianwen Zhang

发表

Model-based clustering of high-dimensional data: Variable selection versus facet determination

Tengfei Liu, Leonard K. M. Poon, Nevin Lianwen Zhang, 2013, Int. J. Approx. Reason..

Learning Hierarchical Item Categories from Implicit Feedback Data for Efficient Recommendations and Browsing pdf

Farhan Khawar, Nevin Lianwen Zhang, 2018, ArXiv.

A Survey on Latent Tree Models and Applications

Tengfei Liu, Philippe Leray, Nevin Lianwen Zhang, 2013, J. Artif. Intell. Res..

Progressive EM for Latent Tree Models and Hierarchical Topic Detection pdf

Leonard K. M. Poon, Nevin Lianwen Zhang, Peixian Chen, 2015, AAAI.

Exploiting Causal Independence in Bayesian Network Inference

Nevin Lianwen Zhang, David L. Poole, D. Poole, 1996, J. Artif. Intell. Res..

Latent Tree Variational Autoencoder for Joint Representation Learning and Multidimensional Clustering pdf

Nevin Lianwen Zhang, Xiaopeng Li, Zhourong Chen, 2018, ArXiv.

Dynamic analysis of a train-bridge system under wind action

Nevin Lianwen Zhang, Hongsheng Xia, William W. Guo, 2008 .

Fast Value Iteration for Goal-Directed Markov Decision Processes

Weihong Zhang, Nevin Lianwen Zhang, N. Zhang, 1997, UAI.

Intercausal Independence and Heterogeneous Factorization pdf

Nevin Lianwen Zhang, David L. Poole, D. Poole, 1994, UAI.

Quartet-Based Learning of Hierarchical Latent Class Models: Discovery of Shallow Latent Variables

Tao Chen, Nevin Lianwen Zhang, 2006, ISAIM.

Hierarchical Latent Tree Analysis for Topic Detection

Tengfei Liu, Nevin Lianwen Zhang, Peixian Chen, 2014, ECML/PKDD.

Reinforcement Learning in Episodic Non-stationary Markovian Environments

Dit-Yan Yeung, Nevin Lianwen Zhang, Samuel P. M. Choi, 2004, IC-AI.

Effective Dimensions of Partially Observed Polytrees

Tomas Kocka, Nevin Lianwen Zhang, 2003, ECSQARU.

Unidimensional Clustering of Discrete Data Using Latent Tree Models

Leonard K. M. Poon, Nevin Lianwen Zhang, April H. Liu, 2015, AAAI.

Topic Browsing for Research Papers with Hierarchical Latent Tree Analysis pdf

Leonard K. M. Poon, Nevin Lianwen Zhang, N. Zhang, 2016, ArXiv.

Exploiting Contextual Independence In Probabilistic Inference

Nevin Lianwen Zhang, David L. Poole, D. Poole, 2011, J. Artif. Intell. Res..

Mining Textual Reviews with Hierarchical Latent Tree Analysis

Chun Fai Leung, Leonard K. M. Poon, Nevin Lianwen Zhang, 2017, DMBD.

A data-driven method for syndrome type identification and classification in traditional Chinese medicine.

Tengfei Liu, Nevin Lianwen Zhang, Chen Fu, 2014, Journal of integrative medicine.

A Model Approximation Scheme for Planning in Partially Observable Stochastic Domains

Wenju Liu, Nevin Lianwen Zhang, N. Zhang, 1997, J. Artif. Intell. Res..

Latent Tree Analysis pdf

Leonard K. M. Poon, Nevin Lianwen Zhang, N. Zhang, 2016, AAAI.

Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams pdf

Nevin Lianwen Zhang, David L. Poole, Runping Qi, 1993, UAI.

Discovering Latent Structures: Experience with the CoIL Challenge 2000 Data Set

Nevin Lianwen Zhang, 2007, International Conference on Computational Science.

Latent tree models for rounding in spectral clustering

Tengfei Liu, Leonard K. M. Poon, Nevin Lianwen Zhang, 2014, Neurocomputing.

Document Generation with Hierarchical Latent Tree Models pdf

Nevin Lianwen Zhang, Peixian Chen, Zhourong Chen, 2017, ArXiv.

Dimension Correction for Hierarchical Latent Class Models

Tomas Kocka, Nevin Lianwen Zhang, 2002, UAI.

Inference in Bayesian Networks: The Role of Context-Specific Independence

Nevin Lianwen Zhang, N. Zhang, 2002, Int. J. Inf. Technol. Decis. Mak..

Quartet-Based Learning of Shallow Latent Variables

Tao Chen, Nevin Lianwen Zhang, 2006, Probabilistic Graphical Models.

Anonymous Public-key Certificates for Anonymous and Fair Document Exchange

Qi Shi, Madjid Merabti, Nevin Lianwen Zhang, 2000 .

Latent tree models for hierarchical topic detection

Farhan Khawar, Leonard K. M. Poon, Nevin Lianwen Zhang, 2016, Artif. Intell..

The Role of Operation Granularity in Search-Based Learning of Latent Tree Models

Tao Chen, Yi Wang, Nevin Lianwen Zhang, 2010, JSAI-isAI Workshops.

Model-based multidimensional clustering of categorical data

Tao Chen, Tengfei Liu, Yi Wang, 2012, Artif. Intell..

Restricted Value Iteration: Theory and Algorithms

Weihong Zhang, Nevin Lianwen Zhang, N. Zhang, 2011, J. Artif. Intell. Res..

An Environment Model for Nonstationary Reinforcement Learning

Dit-Yan Yeung, Nevin Lianwen Zhang, Samuel P. M. Choi, 1999, NIPS.

Latent Tree Classifier

Tao Chen, Yi Wang, Leonard K. M. Poon, 2011, ECSQARU.

Bayesian adaptive matrix factorization with automatic model selection

Dit-Yan Yeung, Nevin Lianwen Zhang, Naiyan Wang, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Latent tree models and diagnosis in traditional Chinese medicine

Tao Chen, Yi Wang, Nevin Lianwen Zhang, 2008, Artif. Intell. Medicine.

Latent variable discovery in classification models

Thomas D. Nielsen, Finn Verner Jensen, Nevin Lianwen Zhang, 2004, Artif. Intell. Medicine.

Hidden-Mode Markov Decision Processes for Nonstationary Sequential Decision Making

Dit-Yan Yeung, Nevin Lianwen Zhang, Samuel P. M. Choi, 2001, Sequence Learning.

Solving Asymmetric Decision Problems with Influence Diagrams

Nevin Lianwen Zhang, David L. Poole, Runping Qi, 1994, UAI.

Variable Selection in Model-Based Clustering: To Do or To Facilitate

Tao Chen, Yi Wang, Leonard K. M. Poon, 2010, ICML.

Sidestepping the Triangulation Problem in Bayesian Net Computations pdf

Nevin Lianwen Zhang, David L. Poole, 1992, UAI 1992.

Inference with Causal Independence in the CPSC Network pdf

Nevin Lianwen Zhang, N. Zhang, 1995, UAI.

Solving Hidden-Mode Markov Decision Problems

Dit-Yan Yeung, Nevin Lianwen Zhang, Samuel P. M. Choi, 2001, AISTATS.

UC-LTM: Unidimensional clustering using latent tree models for discrete data

Leonard K. M. Poon, Nevin Lianwen Zhang, April H. Liu, 2018, Int. J. Approx. Reason..

Independence of causal influence and clique tree propagation

Li Yan, Nevin Lianwen Zhang, N. Zhang, 1997, Int. J. Approx. Reason..

Effective Dimensions of Hierarchical Latent Class Models

Tomas Kocka, Nevin Lianwen Zhang, N. Zhang, 2011, J. Artif. Intell. Res..

Greedy learning of latent tree models for multidimensional clustering

Tengfei Liu, Yi Wang, Leonard K. M. Poon, 2013, Machine Learning.

Efficient learning of hierarchical latent class models

Tomas Kocka, Nevin Lianwen Zhang, N. Zhang, 2004, 16th IEEE International Conference on Tools with Artificial Intelligence.

Severity of Local Maxima for the EM Algorithm: Experiences with Hierarchical Latent Class Models

Yi Wang, Nevin Lianwen Zhang, N. Zhang, 2006, Probabilistic Graphical Models.

Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis pdf

Dit-Yan Yeung, Nevin Lianwen Zhang, Peixian Chen, 2017, AAAI.

A computational theory of decision networks

Nevin Lianwen Zhang, David L. Poole, Runping Qi, 1993, Int. J. Approx. Reason..

Value iteration working with belief subset

Weihong Zhang, Nevin Lianwen Zhang, N. Zhang, 2002, AAAI/IAAI.

On the Role of Context-Specific Independence in Probabilistic Inference

Nevin Lianwen Zhang, David L. Poole, D. Poole, 1999, IJCAI.

Special Issue on ECSQARU-2003: The Seventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty: Message from the Guest Editors

Thomas D. Nielsen, Nevin Lianwen Zhang, 2005, Int. J. Approx. Reason..

Irrelevance and ParameterLearning in Bayesian Networks

Nevin Lianwen Zhang, 1996, Artif. Intell..

An Evidence-Based Approach to Patient Classification in Traditional Chinese Medicine based on Latent Tree Analysis pdf

Chen Fu, Tengfei Liu, Nevin Lianwen Zhang, 2014, ArXiv.

Region-Based Approximations for Planning in Stochastic Domains pdf

Wenju Liu, Nevin Lianwen Zhang, N. Zhang, 1997, UAI.

Planning with Partially Observable Markov Decision Processes: Advances in Exact Solution Method

Stephen S. Lee, Nevin Lianwen Zhang, 1998, UAI.

Stepwise-Decomposable Influence Diagrams

Nevin Lianwen Zhang, David L. Poole, D. Poole, 1992, KR.

Hierarchical Latent Class Models and Statistical Foundation for Traditional Chinese Medicine

Tao Chen, Yi Wang, Nevin Lianwen Zhang, 2007, AIME.

Weights of Evidence and Internal Conflict for Support Functions

Nevin Lianwen Zhang, 2008, Classic Works of the Dempster-Shafer Theory of Belief Functions.

Building Sparse Deep Feedforward Networks using Tree Receptive Fields pdf

Xiaopeng Li, Nevin Lianwen Zhang, Zhourong Chen, 2018, IJCAI.

Fast Multidimensional Clustering of Categorical Data

Tengfei Liu, Yi Wang, Hua Liu, 2011, MultiClust@ECML/PKDD.

Hierarchical latent class models for cluster analysis

Nevin Lianwen Zhang, N. Zhang, 2002, J. Mach. Learn. Res..

Computational Properties of Two Exact Algorithms for Bayesian Networks

Nevin Lianwen Zhang, N. Zhang, 1998, Applied Intelligence.

Probabilistic Inference in Influence Diagrams

Nevin Lianwen Zhang, N. Zhang, 1998, Comput. Intell..

Signature-based Approach to Fair Document Exchange

Qi Shi, Madjid Merabti, Nevin Lianwen Zhang, 2003 .

Speeding Up the Convergence of Value Iteration in Partially Observable Markov Decision Processes

Weihong Zhang, Nevin Lianwen Zhang, N. Zhang, 2011, J. Artif. Intell. Res..

LTC: A latent tree approach to classification

Tao Chen, Yi Wang, Leonard K. M. Poon, 2013, Int. J. Approx. Reason..

A Study of Recently Discovered Equalities about Latent Tree Models Using Inverse Edges

Xiaofei Wang, Nevin Lianwen Zhang, Peixian Chen, 2014, Probabilistic Graphical Models.

Symbolic and Quantitative Approaches to Reasoning with Uncertainty

Thomas Dyhre Nielsen, Thomas D. Nielsen, Nevin Lianwen Zhang, 2003, Lecture Notes in Computer Science.

Topic Browsing System for Research Papers Based on Hierarchical Latent Tree Analysis

Chun Fai Leung, Leonard K. M. Poon, Nevin Lianwen Zhang, 2017, APWeb/WAIM.

Using Taste Groups for Collaborative Filtering pdf

Farhan Khawar, Nevin Lianwen Zhang, 2018, ArXiv.

Discovery of latent structures: Experience with the CoIL Challenge 2000 data set*

Tao Chen, Yi Wang, Nevin Lianwen Zhang, 2008, J. Syst. Sci. Complex..

Latent Tree Models and Approximate Inference in Bayesian Networks

Tao Chen, Yi Wang, Nevin Lianwen Zhang, 2008, AAAI.

An Alternative Formulation of Dynamic-Programming Updates for POMDPs

Weihong Zhang, Nevin Lianwen Zhang, N. Zhang, 2002, AI&M.

A Method for Speeding Up Value Iteration in Partially Observable Markov Decision Processes pdf

Weihong Zhang, Stephen S. Lee, Nevin Lianwen Zhang, 1999, UAI.

Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion pdf

Xiaopeng Li, Nevin Lianwen Zhang, Zhourong Chen, 2018, ArXiv.

Effective dimensions of partially observed polytrees

Tao Chen, Tomas Kocka, Nevin Lianwen Zhang, 2003, Int. J. Approx. Reason..

Matrix Factorization Equals Efficient Co-occurrence Representation pdf

Farhan Khawar, Nevin Lianwen Zhang, 2018, ArXiv.

Incremental Pruning: A Simple, Fast, Exact Method for Partially Observable Markov Decision Processes

Michael L. Littman, Nevin Lianwen Zhang, Anthony R. Cassandra, 1997, UAI.

Context-Specific Independence, Decomposition of Conditional Probabilities, and Inference in Bayesian Networks

Nevin Lianwen Zhang, N. Zhang, 1998, PRICAI.

Identification and classification of TCM syndrome types among patients with vascular mild cognitive impairment using latent tree analysis pdf

Chen Fu, Nevin Lianwen Zhang, Zhi Gang Chen, 2016, ArXiv.

Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs

Weihong Zhang, Nevin Lianwen Zhang, N. Zhang, 2001, ECSQARU.

A Model-Based Approach to Rounding in Spectral Clustering

Tengfei Liu, Leonard K. M. Poon, Nevin Lianwen Zhang, 2012, UAI.

Discovery of Regularities in the Use of Herbs in Traditional Chinese Medicine Prescriptions

Tao Chen, Nevin Lianwen Zhang, Runsun Zhang, 2011, PAKDD Workshops.

Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization pdf

Nevin Lianwen Zhang, Lanqing Xue, Dongkyu Lee, 2021, ACL/IJCNLP.

Probabilistic Inference in Innuence Diagrams

Nevin Lianwen Zhang, N. Zhang, 1998 .