Guimei Liu

发表

Mining Emerging Sequential Patterns for Activity Recognition in Body Sensor Networks

Jian Lu, Tao Gu, Liang Wang, 2010, MobiQuitous.

A data mining proxy approach for efficient frequent itemset mining

Guimei Liu, Jeffrey Xu Yu, Zhiheng Li, 2008, The VLDB Journal.

A case study on financial ratios via cross-graph quasi-bicliques

Jinyan Li, Guimei Liu, Kelvin Sim, 2011, Inf. Sci..

Multi-Level Visualization

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

A Performance Study of Three Disk-based Structures for Indexing and Querying Frequent Itemsets

Guimei Liu, Limsoon Wong, Andre Suchitra, 2013, Proc. VLDB Endow..

Towards exploratory hypothesis testing and analysis

Guimei Liu, Limsoon Wong, See-Kiong Ng, 2011, 2011 IEEE 27th International Conference on Data Engineering.

Repeat Buyer Prediction for E-Commerce

Min Wu, Wei Chen, Guimei Liu, 2016, KDD.

Synergies in Operational Oceanography: The Intrinsic Need for Sustained Ocean Observations

Guimei Liu, Paolo Oddo, Prasanth Divakaran, 2019, Front. Mar. Sci..

Extracting terrain feature lines from multi-scale DEM based on lifting scheme

Guimei Liu, Zhonglin He, Zuqiao Yang, 2011, International Conference on Photonics and Image in Agriculture Engineering.

Efficient Mining of Frequent Patterns Using Ascending Frequency Ordered Prefix-Tree

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2004, Data Mining and Knowledge Discovery.

A Flexible Approach to Finding Representative Pattern Sets

Guimei Liu, Limsoon Wong, Haojun Zhang, 2014, IEEE Transactions on Knowledge and Data Engineering.

Mining Conditional Contrast Patterns

Guimei Liu, Limsoon Wong, Guozhu Dong, 2009 .

Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise

Jinyan Li, Guimei Liu, Limsoon Wong, 2006, SDM.

Efficient mining of distance‐based subspace clusters

Jinyan Li, Guimei Liu, Limsoon Wong, 2009, Stat. Anal. Data Min..

An empirical comparison of several recent epistatic interaction detection methods

Guimei Liu, Limsoon Wong, Yue Wang, 2011, Bioinform..

Mixed Evidence

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

Effective Pruning Techniques for Mining Quasi-Cliques

Guimei Liu, Limsoon Wong, L. Wong, 2008, ECML/PKDD.

Protein Interactome Analysis for Countering Pathogen Drug Resistance

Guimei Liu, Limsoon Wong, L. Wong, 2010, Journal of Computer Science and Technology.

Efficient Service Data Management in Dynamic Environment

Guimei Liu, Aoying Zhou, Xiaoling Wang, 2007, IEEE International Conference on Web Services (ICWS 2007).

Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2004, PAKDD.

Max-Pattern Mining

Guimei Liu, 2009, Encyclopedia of Database Systems.

Decomposing PPI networks for complex discovery

Guimei Liu, Limsoon Wong, Chern Han Yong, 2010, BIBM.

Finding minimum representative pattern sets

Guimei Liu, Limsoon Wong, Haojun Zhang, 2012, KDD.

Multivariate Data Visualization

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

Prequential analysis of complex data with adaptive model reselection

Guimei Liu, Kelvin Sim, Vivekanand Gopalkrishnan, 2009 .

Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications

Jinyan Li, Guimei Liu, Limsoon Wong, 2008, SDM.

Assessing and predicting protein interactions using both local and global network topological metrics.

Guimei Liu, Limsoon Wong, Jinyan Li, 2008 .

A new concise representation of frequent itemsets using generators and a positive border

Jinyan Li, Guimei Liu, Limsoon Wong, 2008, Knowledge and Information Systems.

Mean Average Precision

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

Model-driven Data Acquisition

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

On computing, storing and querying frequent patterns

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2003, KDD '03.

AFOPT: An Efficient Implementation of Pattern Growth Approach

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2003, FIMI.

Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback

Peng Gao, Guimei Liu, Yong Liu, 2018, IJCAI.

Supervised maximum-likelihood weighting of composite protein networks for complex prediction

Guimei Liu, Limsoon Wong, Chern Han Yong, 2012, BMC Systems Biology.

Efficiently Finding the Best Parameter for the Emerging Pattern-Based Classifier PCL

Guimei Liu, Limsoon Wong, Mengling Feng, 2010, PAKDD.

Mining maximal quasi‐bicliques: Novel algorithm and applications in the stock market and protein networks

Jinyan Li, Guimei Liu, Kelvin Sim, 2009, Stat. Anal. Data Min..

Message-Oriented Middleware (MOM)

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

Cut-and-Pick Transactions for Proxy Log Mining

Hongjun Lu, Qiang Yang, Guimei Liu, 2002, EDBT.

Supporting efficient and scalable frequent pattern mining

Guimei Liu, Lionel M. Ni, 2005 .

Distance Based Subspace Clustering with Flexible Dimension Partitioning

Jinyan Li, Guimei Liu, Limsoon Wong, 2007, 2007 IEEE 23rd International Conference on Data Engineering.

Response: an empirical comparison of several recent epistatic interaction detection methods

Guimei Liu, Limsoon Wong, Yue Wang, 2012, Bioinform..

Meta Data Management System

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

Complex discovery from weighted PPI networks

Guimei Liu, Limsoon Wong, Hon Nian Chua, 2009, Bioinform..

From path tree to frequent patterns: a framework for mining frequent patterns

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..

Towards optimal workload-aware XML to relational schema mapping

Guimei Liu, Aoying Zhou, Xiaoling Wang, 2009, Ann. Oper. Res..

Assessing and predicting protein interactions using both local and global network topological metrics.

Jinyan Li, Guimei Liu, Limsoon Wong, 2008, Genome informatics. International Conference on Genome Informatics.

Controlling False Positives in Association Rule Mining pdf

Guimei Liu, Limsoon Wong, Haojun Zhang, 2011, Proc. VLDB Endow..

Supporting Exploratory Hypothesis Testing and Analysis

Guimei Liu, Limsoon Wong, See-Kiong Ng, 2015, TKDD.

Maximal Biclique Subgraphs and Closed Pattern Pairs of the Adjacency Matrix: A One-to-One Correspondence and Mining Algorithms

Jinyan Li, Guimei Liu, Limsoon Wong, 2007, IEEE Transactions on Knowledge and Data Engineering.

CFP-tree: A compact disk-based structure for storing and querying frequent itemsets

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2007, Inf. Syst..

Mining statistically important equivalence classes and delta-discriminative emerging patterns

Jinyan Li, Guimei Liu, Limsoon Wong, 2007, KDD '07.

Max-Pattern Mining

Guimei Liu, 2018, Encyclopedia of Database Systems.

FastTagger: an efficient algorithm for genome-wide tag SNP selection using multi-marker linkage disequilibrium

Guimei Liu, Limsoon Wong, Yue Wang, 2010, BMC Bioinformatics.

Progressive Graphical Simplification of Contour Lines Based on Topographical Feature Constraints

Guimei Liu, Zuqiao Yang, 2011, 2011 International Conference on Intelligence Science and Information Engineering.

Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment

Jinyan Li, Guimei Liu, Kelvin Sim, 2006, Sixth International Conference on Data Mining (ICDM'06).

Decomposing PPI networks for complex discovery

Guimei Liu, Limsoon Wong, Chern Han Yong, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Multiple Query Optimization

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

A Probabilistic Graph‐Theoretic Approach to Integrate Multiple Predictions for the Protein–Protein Subnetwork Prediction Challenge

Guimei Liu, Limsoon Wong, See-Kiong Ng, 2009, Annals of the New York Academy of Sciences.

Hybrid Personalized Music Recommendation Method Based on Feature Increment

Guimei Liu, Wenjun Jiang, 2019, iSCI.

AssocExplorer: an association rule visualization system for exploratory data analysis

Guimei Liu, Limsoon Wong, See-Kiong Ng, 2012, KDD.

Efficient Mining of Large Maximal Bicliques

Jinyan Li, Guimei Liu, Kelvin Sim, 2006, DaWaK.

Multiple Classifier System

Cesare Pautasso, Umberto Straccia, Heiko Schuldt, 2009, Encyclopedia of Database Systems.

Ascending frequency ordered prefix-tree: efficient mining of frequent patterns

Hongjun Lu, Guimei Liu, Jeffrey Xu Yu, 2003, Eighth International Conference on Database Systems for Advanced Applications, 2003. (DASFAA 2003). Proceedings..

Metadata of the chapter that will be visualized online

Guimei Liu, Limsoon Wong, Hon Nian Chua, 2011 .