Guimei Liu

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 5

Top Topics

Personalized Ranking

Matrix Factorization

Implicit Feedback

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Guimei Liu, Huijing Zhan, Jung-Jae Kim
Question Difficulty Consistent Knowledge Tracing. WWW (2024)
Huijing Zhan, Jung-Jae Kim, Guimei Liu
Contrastive Learning with Bidirectional Transformers for Knowledge Tracing. ICASSP (2024)
Guimei Liu, Wenjun Jiang
Hybrid Personalized Music Recommendation Method Based on Feature Increment. iSCI (2019)
Yong Liu, Lifan Zhao, Guimei Liu, Xinyan Lu, Peng Gao, Xiao-Li Li, Zhihui Jin
Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback. IJCAI (2018)
Guimei Liu, Tam T. Nguyen, Gang Zhao, Wei Zha, Jianbo Yang, Jianneng Cao, Min Wu, Peilin Zhao, Wei Chen
Repeat Buyer Prediction for E-Commerce. KDD (2016)
Guimei Liu, Haojun Zhang, Mengling Feng, Limsoon Wong, See-Kiong Ng
Supporting Exploratory Hypothesis Testing and Analysis. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Guimei Liu, Haojun Zhang, Limsoon Wong
A Flexible Approach to Finding Representative Pattern Sets. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Guimei Liu, Andre Suchitra, Limsoon Wong
A Performance Study of Three Disk-based Structures for Indexing and Querying Frequent Itemsets. Proc. VLDB Endow. 6 (7) (2013)
Chern Han Yong, Guimei Liu, Hon Nian Chua, Limsoon Wong
Supervised maximum-likelihood weighting of composite protein networks for complex prediction. BMC Syst. Biol. 6 (S-2) (2012)
Guimei Liu, Haojun Zhang, Limsoon Wong
Finding minimum representative pattern sets. KDD (2012)
Guimei Liu, Andre Suchitra, Haojun Zhang, Mengling Feng, See-Kiong Ng, Limsoon Wong
AssocExplorer: an association rule visualization system for exploratory data analysis. KDD (2012)
Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong
Response: an empirical comparison of several recent epistatic interaction detection methods. Bioinform. 28 (1) (2012)
Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li
A case study on financial ratios via cross-graph quasi-bicliques. Inf. Sci. 181 (1) (2011)
Guimei Liu, Haojun Zhang, Limsoon Wong
Controlling False Positives in Association Rule Mining CoRR (2011)
Guimei Liu, Haojun Zhang, Limsoon Wong
Controlling False Positives in Association Rule Mining. Proc. VLDB Endow. 5 (2) (2011)
Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong
An empirical comparison of several recent epistatic interaction detection methods. Bioinform. 27 (21) (2011)
Guimei Liu, Mengling Feng, Yue Wang, Limsoon Wong, See-Kiong Ng, Tzia Liang Mah, Edmund Jon Deoon Lee
Towards exploratory hypothesis testing and analysis. ICDE (2011)
Guimei Liu, Yue Wang, Limsoon Wong
FastTagger: an efficient algorithm for genome-wide tag SNP selection using multi-marker linkage disequilibrium. BMC Bioinform. 11 (2010)
Tao Gu, Liang Wang, Hanhua Chen, Guimei Liu, XianPing Tao, Jian Lu
Mining Emerging Sequential Patterns for Activity Recognition in Body Sensor Networks. MobiQuitous (2010)
Guimei Liu, Chern Han Yong, Limsoon Wong, Hon Nian Chua
Decomposing PPI networks for complex discovery. BIBM (2010)
Thanh-Son Ngo, Mengling Feng, Guimei Liu, Limsoon Wong
Efficiently Finding the Best Parameter for the Emerging Pattern-Based Classifier PCL. PAKDD (1) (2010)
Guimei Liu, Limsoon Wong, Hon Nian Chua
Complex discovery from weighted PPI networks. Bioinform. 25 (15) (2009)
Guimei Liu, Kelvin Sim, Jinyan Li, Limsoon Wong
Efficient mining of distance-based subspace clusters. Stat. Anal. Data Min. 2 (5-6) (2009)
Limsoon Wong, Guimei Liu
Protein Interactome Analysis for Countering Pathogen Drug Resistance. J. Comput. Sci. Technol. 25 (1) (2009)
Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks. Stat. Anal. Data Min. 2 (4) (2009)
Xiaoling Wang, Jinfeng Luan, Guimei Liu, Aoying Zhou
Towards optimal workload-aware XML to relational schema mapping. Ann. Oper. Res. 168 (1) (2009)
Guimei Liu, Jinyan Li, Limsoon Wong
A new concise representation of frequent itemsets using generators and a positive border. Knowl. Inf. Syst. 17 (1) (2008)
Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong
Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. SDM (2008)
Jeffrey Xu Yu, Zhiheng Li, Guimei Liu
A data mining proxy approach for efficient frequent itemset mining. VLDB J. 17 (4) (2008)
Guimei Liu, Limsoon Wong
Effective Pruning Techniques for Mining Quasi-Cliques. ECML/PKDD (2) (2008)
Guimei Liu, Hongjun Lu, Jeffrey Xu Yu
CFP-tree: A compact disk-based structure for storing and querying frequent itemsets. Inf. Syst. 32 (2) (2007)
Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong
Distance Based Subspace Clustering with Flexible Dimension Partitioning. ICDE (2007)
Xiaoling Wang, Aoying Zhou, Guimei Liu
Efficient Service Data Management in Dynamic Environment. ICWS (2007)
Jinyan Li, Guimei Liu, Limsoon Wong
Mining statistically important equivalence classes and delta-discriminative emerging patterns. KDD (2007)
Jinyan Li, Guimei Liu, Haiquan Li, Limsoon Wong
Maximal Biclique Subgraphs and Closed Pattern Pairs of the Adjacency Matrix: A One-to-One Correspondence and Mining Algorithms. IEEE Trans. Knowl. Data Eng. 19 (12) (2007)
Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. ICDM (2006)
Guimei Liu, Kelvin Sim, Jinyan Li
Efficient Mining of Large Maximal Bicliques. DaWaK (2006)
Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu
Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. SDM (2006)
Guimei Liu, Hongjun Lu, Wenwu Lou, Yabo Xu, Jeffrey Xu Yu
Efficient Mining of Frequent Patterns Using Ascending Frequency Ordered Prefix-Tree. Data Min. Knowl. Discov. 9 (3) (2004)
Zhiheng Li, Jeffrey Xu Yu, Hongjun Lu, Yabo Xu, Guimei Liu
Data Mining Proxy: Serving Large Number of Users for Efficient Frequent Itemset Mining. PAKDD (2004)
Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wei Wang, Xiangye Xiao
AFOPT: An Efficient Implementation of Pattern Growth Approach. FIMI (2003)
Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu
On computing, storing and querying frequent patterns. KDD (2003)
Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu
Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns. DASFAA (2003)
Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu
From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns. ICDM (2002)
Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang
Cut-and-Pick Transactions for Proxy Log Mining. EDBT (2002)