Guimei Liu

According to our database, Guimei Liu authored at least 47 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CoinMath: Harnessing the Power of Coding Instruction for Math LLMs.

Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen

CoRR, 2024

Question Difficulty Consistent Knowledge Tracing.

Guimei Liu, Huijing Zhan, Jung-Jae Kim

Proceedings of the ACM on Web Conference 2024, 2024

Contrastive Learning with Bidirectional Transformers for Knowledge Tracing.

Huijing Zhan, Jung-Jae Kim, Guimei Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

2019

Hybrid Personalized Music Recommendation Method Based on Feature Increment.

Guimei Liu, Wenjun Jiang

Proceedings of the Smart City and Informatization - 7th International Conference, 2019

2018

Max-Pattern Mining.

Guimei Liu

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback.

Yong Liu, Lifan Zhao, Guimei Liu, Xinyan Lu, Peng Gao, Xiao-Li Li, Zhihui Jin

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2016

Repeat Buyer Prediction for E-Commerce.

Guimei Liu, Tam T. Nguyen, Gang Zhao, Wei Zha, Jianbo Yang, Jianneng Cao, Min Wu, Peilin Zhao, Wei Chen

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Supporting Exploratory Hypothesis Testing and Analysis.

Guimei Liu, Haojun Zhang, Mengling Feng, Limsoon Wong, See-Kiong Ng

ACM Trans. Knowl. Discov. Data, 2015

2014

A Flexible Approach to Finding Representative Pattern Sets.

Guimei Liu, Haojun Zhang, Limsoon Wong

IEEE Trans. Knowl. Data Eng., 2014

2013

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

Guimei Liu, Andre Suchitra, Limsoon Wong

Proc. VLDB Endow., 2013

2012

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

Chern Han Yong, Guimei Liu, Hon Nian Chua, Limsoon Wong

BMC Syst. Biol., 2012

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

Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong

Bioinform., 2012

Finding minimum representative pattern sets.

Guimei Liu, Haojun Zhang, Limsoon Wong

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

AssocExplorer: an association rule visualization system for exploratory data analysis.

Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, See-Kiong Ng, Limsoon Wong

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Controlling False Positives in Association Rule Mining.

Guimei Liu, Haojun Zhang, Limsoon Wong

Proc. VLDB Endow., 2011

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

Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li

Inf. Sci., 2011

An empirical comparison of several recent epistatic interaction detection methods.

Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong

Bioinform., 2011

Towards exploratory hypothesis testing and analysis.

Guimei Liu, Mengling Feng, Yue Wang, Limsoon Wong, See-Kiong Ng, Tzia Liang Mah, Edmund Jon Deoon Lee

Proceedings of the 27th International Conference on Data Engineering, 2011

2010

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

Guimei Liu, Yue Wang, Limsoon Wong

BMC Bioinform., 2010

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

Thanh-Son Ngo, Mengling Feng, Guimei Liu, Limsoon Wong

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Mining Emerging Sequential Patterns for Activity Recognition in Body Sensor Networks.

Tao Gu, Liang Wang, Hanhua Chen, Guimei Liu, XianPing Tao, Jian Lu

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2010

Decomposing PPI networks for complex discovery.

Guimei Liu, Chern Han Yong, Limsoon Wong, Hon Nian Chua

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009

Max-Pattern Mining.

Guimei Liu

Proceedings of the Encyclopedia of Database Systems, 2009

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

Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu

Stat. Anal. Data Min., 2009

Efficient mining of distance-based subspace clusters.

Guimei Liu, Kelvin Sim, Jinyan Li, Limsoon Wong

Stat. Anal. Data Min., 2009

Protein Interactome Analysis for Countering Pathogen Drug Resistance.

Limsoon Wong, Guimei Liu

J. Comput. Sci. Technol., 2009

Complex discovery from weighted PPI networks.

Guimei Liu, Limsoon Wong, Hon Nian Chua

Bioinform., 2009

Towards optimal workload-aware XML to relational schema mapping.

Xiaoling Wang, Jinfeng Luan, Guimei Liu, Aoying Zhou

Ann. Oper. Res., 2009

2008

A data mining proxy approach for efficient frequent itemset mining.

Jeffrey Xu Yu, Zhiheng Li, Guimei Liu

VLDB J., 2008

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

Guimei Liu, Jinyan Li, Limsoon Wong

Knowl. Inf. Syst., 2008

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

Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong

Proceedings of the SIAM International Conference on Data Mining, 2008

Effective Pruning Techniques for Mining Quasi-Cliques.

Guimei Liu, Limsoon Wong

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

2007

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

Jinyan Li, Guimei Liu, Haiquan Li, Limsoon Wong

IEEE Trans. Knowl. Data Eng., 2007

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

Guimei Liu, Hongjun Lu, Jeffrey Xu Yu

Inf. Syst., 2007

Mining statistically important equivalence classes and delta-discriminative emerging patterns.

Jinyan Li, Guimei Liu, Limsoon Wong

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Efficient Service Data Management in Dynamic Environment.

Xiaoling Wang, Aoying Zhou, Guimei Liu

Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Distance Based Subspace Clustering with Flexible Dimension Partitioning.

Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong

Proceedings of the 23rd International Conference on Data Engineering, 2007

2006

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

Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

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

Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Efficient Mining of Large Maximal Bicliques.

Guimei Liu, Kelvin Sim, Jinyan Li

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2004

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

Guimei Liu, Hongjun Lu, Wenwu Lou, Yabo Xu, Jeffrey Xu Yu

Data Min. Knowl. Discov., 2004

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

Zhiheng Li, Jeffrey Xu Yu, Hongjun Lu, Yabo Xu, Guimei Liu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

2003

On computing, storing and querying frequent patterns.

Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

AFOPT: An Efficient Implementation of Pattern Growth Approach.

Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wei Wang, Xiangye Xiao

Proceedings of the FIMI '03, 2003

Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns.

Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu

Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

2002

From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns.

Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Cut-and-Pick Transactions for Proxy Log Mining.

Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang

Proceedings of the Advances in Database Technology, 2002