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2020 – today
- 2024
[c25]Huijing Zhan, Jung-Jae Kim, Guimei Liu:
Contrastive Learning with Bidirectional Transformers for Knowledge Tracing. ICASSP 2024: 5040-5044- [c24]Guimei Liu
, Huijing Zhan, Jung-Jae Kim:
Question Difficulty Consistent Knowledge Tracing. WWW 2024: 4239-4248
2010 – 2019
- 2019
- [c23]Guimei Liu, Wenjun Jiang:
Hybrid Personalized Music Recommendation Method Based on Feature Increment. iSCI 2019: 435-446 - 2018
- [c22]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: 3463-3469 - [r2]Guimei Liu:
Max-Pattern Mining. Encyclopedia of Database Systems (2nd ed.) 2018 - 2016
- [c21]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: 155-164 - 2015
- [j19]Guimei Liu, Haojun Zhang, Mengling Feng, Limsoon Wong, See-Kiong Ng:
Supporting Exploratory Hypothesis Testing and Analysis. ACM Trans. Knowl. Discov. Data 9(4): 31:1-31:24 (2015) - 2014
- [j18]Guimei Liu, Haojun Zhang, Limsoon Wong:
A Flexible Approach to Finding Representative Pattern Sets. IEEE Trans. Knowl. Data Eng. 26(7): 1562-1574 (2014) - 2013
- [j17]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): 505-516 (2013) - 2012
- [j16]Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong:
Response: an empirical comparison of several recent epistatic interaction detection methods. Bioinform. 28(1): 147-148 (2012) - [j15]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): S13 (2012) - [c20]Guimei Liu, Haojun Zhang, Limsoon Wong:
Finding minimum representative pattern sets. KDD 2012: 51-59 - [c19]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: 1536-1539 - 2011
- [j14]Yue Wang, Guimei Liu, Mengling Feng, Limsoon Wong:
An empirical comparison of several recent epistatic interaction detection methods. Bioinform. 27(21): 2936-2943 (2011) - [j13]Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li:
A case study on financial ratios via cross-graph quasi-bicliques. Inf. Sci. 181(1): 201-216 (2011) - [j12]Guimei Liu, Haojun Zhang, Limsoon Wong:
Controlling False Positives in Association Rule Mining. Proc. VLDB Endow. 5(2): 145-156 (2011) - [c18]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: 745-756 - [i1]Guimei Liu, Haojun Zhang, Limsoon Wong:
Controlling False Positives in Association Rule Mining. CoRR abs/1110.6652 (2011) - 2010
- [j11]Guimei Liu, Yue Wang, Limsoon Wong:
FastTagger: an efficient algorithm for genome-wide tag SNP selection using multi-marker linkage disequilibrium. BMC Bioinform. 11: 66 (2010) - [c17]Guimei Liu, Chern Han Yong, Limsoon Wong, Hon Nian Chua:
Decomposing PPI networks for complex discovery. BIBM 2010: 280-283 - [c16]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: 102-113 - [c15]Thanh-Son Ngo, Mengling Feng, Guimei Liu, Limsoon Wong:
Efficiently Finding the Best Parameter for the Emerging Pattern-Based Classifier PCL. PAKDD (1) 2010: 121-133
2000 – 2009
- 2009
- [j10]Xiaoling Wang, Jinfeng Luan, Guimei Liu, Aoying Zhou:
Towards optimal workload-aware XML to relational schema mapping. Ann. Oper. Res. 168(1): 133-150 (2009) - [j9]Guimei Liu, Limsoon Wong, Hon Nian Chua:
Complex discovery from weighted PPI networks. Bioinform. 25(15): 1891-1897 (2009) - [j8]Limsoon Wong, Guimei Liu:
Protein Interactome Analysis for Countering Pathogen Drug Resistance. J. Comput. Sci. Technol. 25(1): 124-130 (2009) - [j7]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): 255-273 (2009) - [j6]Guimei Liu, Kelvin Sim, Jinyan Li, Limsoon Wong:
Efficient mining of distance-based subspace clusters. Stat. Anal. Data Min. 2(5-6): 427-444 (2009) - [r1]Guimei Liu:
Max-Pattern Mining. Encyclopedia of Database Systems 2009: 1699-1702 - 2008
- [j5]Guimei Liu, Jinyan Li, Limsoon Wong:
A new concise representation of frequent itemsets using generators and a positive border. Knowl. Inf. Syst. 17(1): 35-56 (2008) - [j4]Jeffrey Xu Yu, Zhiheng Li, Guimei Liu:
A data mining proxy approach for efficient frequent itemset mining. VLDB J. 17(4): 947-970 (2008) - [c14]Guimei Liu, Limsoon Wong:
Effective Pruning Techniques for Mining Quasi-Cliques. ECML/PKDD (2) 2008: 33-49 - [c13]Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong:
Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. SDM 2008: 72-83 - 2007
- [j3]Guimei Liu, Hongjun Lu, Jeffrey Xu Yu:
CFP-tree: A compact disk-based structure for storing and querying frequent itemsets. Inf. Syst. 32(2): 295-319 (2007) - [j2]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): 1625-1637 (2007) - [c12]Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong:
Distance Based Subspace Clustering with Flexible Dimension Partitioning. ICDE 2007: 1250-1254 - [c11]Xiaoling Wang, Aoying Zhou, Guimei Liu:
Efficient Service Data Management in Dynamic Environment. ICWS 2007: 1040-1047 - [c10]Jinyan Li, Guimei Liu, Limsoon Wong:
Mining statistically important equivalence classes and delta-discriminative emerging patterns. KDD 2007: 430-439 - 2006
- [c9]Guimei Liu, Kelvin Sim, Jinyan Li:
Efficient Mining of Large Maximal Bicliques. DaWaK 2006: 437-448 - [c8]Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu:
Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. ICDM 2006: 1059-1063 - [c7]Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu:
Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. SDM 2006: 469-473 - 2004
- [j1]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): 249-274 (2004) - [c6]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: 458-463 - 2003
- [c5]Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu:
Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns. DASFAA 2003: 65-72 - [c4]Guimei Liu, Hongjun Lu, Jeffrey Xu Yu, Wei Wang, Xiangye Xiao:
AFOPT: An Efficient Implementation of Pattern Growth Approach. FIMI 2003 - [c3]Guimei Liu, Hongjun Lu, Wenwu Lou, Jeffrey Xu Yu:
On computing, storing and querying frequent patterns. KDD 2003: 607-612 - 2002
- [c2]Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang:
Cut-and-Pick Transactions for Proxy Log Mining. EDBT 2002: 88-105 - [c1]Yabo Xu, Jeffrey Xu Yu, Guimei Liu, Hongjun Lu:
From Path Tree To Frequent Patterns: A Framework for Mining Frequent Patterns. ICDM 2002: 514-521
Coauthor Index
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