| 2011 |
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| 87 | Structural analysis of the hot spots in the binding between H1N1 HA and the 2D1 antibody: do mutations of H1N1 from 1918 to 2009 affect much on this binding?. Qian Liu, Steven C. H. Hoi, Chinh T. T. Su, Zhenhua Li, Chee-Keong Kwoh, Limsoon Wong, Jinyan Li. Bioinformatics (27): 2529-2536 (2011). Web SearchBibTeXDownload |
| 86 | The development approaches and research of uniform rules language designer. Gehao Lu, Wei Guo, Jinyan Li, Caofan Wu. ICAL 2011, 362-365. Web SearchBibTeXDownload |
| 85 | Antibody-Specified B-Cell Epitope Prediction in Line with the Principle of Context-Awareness. Liang Zhao, Limsoon Wong, Jinyan Li. IEEE/ACM Trans. Comput. Biology Bioinform. (8): 1483-1494 (2011). Web SearchBibTeXDownload |
| 84 | Mining Iterative Generators and Representative Rules for Software Specification Discovery. David Lo, Jinyan Li, Limsoon Wong, Siau-Cheng Khoo. IEEE Trans. Knowl. Data Eng. (23): 282-296 (2011). Web SearchBibTeXDownload |
| 83 | A case study on financial ratios via cross-graph quasi-bicliques. Kelvin Sim, Guimei Liu, Vivekanand Gopalkrishnan, Jinyan Li. Inf. Sci. (181): 201-216 (2011). Web SearchBibTeXDownload |
| 82 | Exploring the wild birds' migration data for the disease spread study of H5N1: a clustering and association approach. MingJie Tang, Yuanchun Zhou, Jinyan Li, Weihang Wang, Peng Cui, YuanSeng Hou, Ze Luo, Jianhui Li, Fuming Lei, Baoping Yan. Knowl. Inf. Syst. (27): 227-251 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 81 | Protein binding hot spots and the residue-residue pairing preference: a water exclusion perspective. Qian Liu, Jinyan Li. BMC Bioinformatics (11): 244 (2010). Web SearchBibTeXDownload |
| 80 | Sequence-based identification of interface residues by an integrative profile combining hydrophobic and evolutionary information. Peng Chen, Jinyan Li. BMC Bioinformatics (11): 402 (2010). Web SearchBibTeXDownload |
| 79 | Pattern Space Maintenance for Data Updates and Interactive Mining. Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong. Computational Intelligence (26): 282-317 (2010). Web SearchBibTeXDownload |
| 78 | Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks. MingJie Tang, Weihang Wang, Yexi Jiang, Yuanchun Zhou, Jinyan Li, Peng Cui, Ying Liu, Baoping Yan. DASFAA (2) 2010, 359-369. Web SearchBibTeXDownload |
| 77 | Modeling Protein Interacting Groups by Quasi-Bicliques: Complexity, Algorithm, and Application. Xiaowen Liu, Jinyan Li, Lusheng Wang. IEEE/ACM Trans. Comput. Biology Bioinform. (7): 354-364 (2010). Web SearchBibTeXDownload |
| 76 | Negative correlations in collaboration: concepts and algorithms. Jinyan Li, Qian Liu, Tao Zeng. KDD 2010, 463-472. Web SearchBibTeXDownload |
| 2009 |
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| 75 | Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. MingJie Tang, Yuanchun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, Baoping Yan. ADMA 2009, 288-301. Web SearchBibTeXDownload |
| 74 | High Functional Coherence in k-Partite Protein Cliques of Protein Interaction Networks. Qian Liu, Yi-Ping Phoebe Chen, Jinyan Li. BIBM 2009, 111-117. Web SearchBibTeXDownload |
| 73 | 'Double water exclusion': a hypothesis refining the O-ring theory for the hot spots at protein interfaces. Jinyan Li, Qian Liu. Bioinformatics (25): 743-750 (2009). Web SearchBibTeXDownload |
| 72 | Applications of Emerging Patterns for Microarray Gene Expression Data Analysis. Guozhu Dong, Jinyan Li. Encyclopedia of Database Systems 2009, 107. Web SearchBibTeXDownload |
| 71 | Emerging Patterns. Guozhu Dong, Jinyan Li. Encyclopedia of Database Systems 2009, 985-988. Web SearchBibTeXDownload |
| 70 | Emerging Pattern Based Classification. Guozhu Dong, Jinyan Li. Encyclopedia of Database Systems 2009, 985. Web SearchBibTeXDownload |
| 69 | Discovery of Protein Interaction Sites. Haiquan Li, Jinyan Li, Xuechun Zhao. Encyclopedia of Data Warehousing and Mining 2009, 683-688. Web SearchBibTeXDownload |
| 68 | PADS: a simple yet effective pattern-aware dynamic search method for fast maximal frequent pattern mining. Xinghuo Zeng, Jian Pei, Ke Wang, Jinyan Li. Knowl. Inf. Syst. (20): 375-391 (2009). Web SearchBibTeXDownload |
| 67 | Mining maximal quasi-bicliques: Novel algorithm and applications in the stock market and protein networks. Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu. Statistical Analysis and Data Mining (2): 255-273 (2009). Web SearchBibTeXDownload |
| 66 | Efficient mining of distance-based subspace clusters. Guimei Liu, Kelvin Sim, Jinyan Li, Limsoon Wong. Statistical Analysis and Data Mining (2): 427-444 (2009). Web SearchBibTeXDownload |
| 2008 |
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| 65 | Negative Generator Border for Effective Pattern Maintenance. Mengling Feng, Jinyan Li, Limsoon Wong, Yap-Peng Tan. ADMA 2008, 217-228. Web SearchBibTeXDownload |
| 64 | Interacting Amino Acid Preferences of 3D Pattern Pairs at the Binding Sites of Transient and Obligate Protein Complexes. Suryani Lukman, Kelvin Sim, Jinyan Li, Yi-Ping Phoebe Chen. APBC 2008, 69-78. Web SearchBibTeXDownload |
| 63 | Quasi-bicliques: Complexity and Binding Pairs. Xiaowen Liu, Jinyan Li, Lusheng Wang. COCOON 2008, 255-264. Web SearchBibTeXDownload |
| 62 | A new concise representation of frequent itemsets using generators and a positive border. Guimei Liu, Jinyan Li, Limsoon Wong. Knowl. Inf. Syst. (17): 35-56 (2008). Cited by 4Web SearchBibTeXDownload |
| 61 | Mining and Ranking Generators of Sequential Patterns. David Lo, Siau-Cheng Khoo, Jinyan Li. SDM 2008, 553-564. Web SearchBibTeXDownload |
| 60 | Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong. SDM 2008, 72-83. Cited by 4Web SearchBibTeXDownload |
| 2007 |
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| 59 | Distance Based Subspace Clustering with Flexible Dimension Partitioning. Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong. ICDE 2007, 1250-1254. Cited by 7Web SearchBibTeXDownload |
| 58 | Strong Compound-Risk Factors: Efficient Discovery Through Emerging Patterns and Contrast Sets. Jinyan Li, Qiang Yang. IEEE Transactions on Information Technology in Biomedicine (11): 544-552 (2007). Cited by 6Web SearchBibTeXDownload |
| 57 | 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. (19): 1625-1637 (2007). Cited by 16Web SearchBibTeXDownload |
| 56 | Mining statistically important equivalence classes and delta-discriminative emerging patterns. Jinyan Li, Guimei Liu, Limsoon Wong. KDD 2007, 430-439. Cited by 20Web SearchBibTeXDownload |
| 55 | Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend Prediction. Kuralmani Vellaisamy, Jinyan Li. PAKDD 2007, 841-848. Web SearchBibTeXDownload |
| 54 | Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong. PAKDD 2007, 489-497. Web SearchBibTeXDownload |
| 53 | Workshop BioDM'07 - An Overview. Jinyan Li, Xiaohua Hu. PAKDD Workshops 2007, 110-111. Web SearchBibTeXDownload |
| 52 | Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis. Ben Niu, Qiang Yang, Jinyan Li, Shiu Chi-keung, Sankar K. Pal. PReMI 2007, 389-397. Web SearchBibTeXDownload |
| 2006 |
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| 51 | Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong. AAAI 2006. Cited by 17Web SearchBibTeX |
| 50 | Discovering motif pairs at interaction sites from protein sequences on a proteome-wide scale. Haiquan Li, Jinyan Li, Limsoon Wong. Bioinformatics (22): 989-996 (2006). Web SearchBibTeXDownload |
| 49 | COWES: Clustering Web Users Based on Historical Web Sessions. Ling Chen, Sourav S. Bhowmick, Jinyan Li. DASFAA 2006, 541-556. Web SearchBibTeXDownload |
| 48 | Efficient Mining of Large Maximal Bicliques. Guimei Liu, Kelvin Sim, Jinyan Li. DaWaK 2006, 437-448. Web SearchBibTeXDownload |
| 47 | Performance Analysis of MF-TDMA Multi-Carrier Demultiplexer/Demodulators (MCDs) in the Presence of Critical Degrading Factors. Junghwan Kim, Jinyan Li, Jin-ho Jo, Seong-pal Lee. GLOBECOM 2006. Web SearchBibTeXDownload |
| 46 | Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu. ICDM 2006, 1059-1063. Web SearchBibTeXDownload |
| 45 | Mining Temporal Indirect Associations. Ling Chen, Sourav S. Bhowmick, Jinyan Li. PAKDD 2006, 425-434. Web SearchBibTeXDownload |
| 44 | Bayesian Approaches to Ranking Sequential Patterns Interestingness. Kuralmani Vellaisamy, Jinyan Li. PRICAI 2006, 241-250. Web SearchBibTeXDownload |
| 43 | Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu. SDM 2006. Cited by 7Web SearchBibTeXDownload |
| 2005 |
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| 42 | Diagnostic Rules Induced by an Ensemble Method for Childhood Leukemia. Jinyan Li, Huiqing Liu, Ling Li. BIBE 2005, 246-249. Web SearchBibTeXDownload |
| 41 | DNAFSMiner: a web-based software toolbox to recognize two types of functional sites in DNA sequences. Huiqing Liu, Hao Han, Jinyan Li, Limsoon Wong. Bioinformatics (21): 671-673 (2005). Cited by 9Web SearchBibTeXDownload |
| 40 | Discovery of stable and significant binding motif pairs from PDB complexes and protein interaction datasets. Haiquan Li, Jinyan Li. Bioinformatics (21): 314-324 (2005). Web SearchBibTeXDownload |
| 39 | Use of extreme patient samples for outcome prediction from gene expression data. Huiqing Liu, Jinyan Li, Limsoon Wong. Bioinformatics (21): 3377-3384 (2005). Web SearchBibTeXDownload |
| 38 | Mining Succinct Systems of Minimal Generators of Formal Concepts. Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong. DASFAA 2005, 175-187. Cited by 9Web SearchBibTeXDownload |
| 37 | Guest Editors' Introduction: Data Mining in Bioinformatics. Jinyan Li, Limsoon Wong, Qiang Yang. IEEE Intelligent Systems (20): 16-18 (2005). Web SearchBibTeXDownload |
| 36 | Using Fixed Point Theorems to Model the Binding in Protein-Protein Interactions. Jinyan Li, Haiquan Li. IEEE Trans. Knowl. Data Eng. (17): 1079-1087 (2005). Web SearchBibTeXDownload |
| 35 | Structural geography of the space of emerging patterns. Jinyan Li, Limsoon Wong. Intell. Data Anal. (9): 567-588 (2005). Web SearchBibTeXDownload |
| 34 | Mining border descriptions of emerging patterns from dataset pairs. Guozhu Dong, Jinyan Li. Knowl. Inf. Syst. (8): 178-202 (2005). Web SearchBibTeXDownload |
| 33 | A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns. Jinyan Li, Haiquan Li, Donny Soh, Limsoon Wong. PKDD 2005, 146-156. Cited by 10Web SearchBibTeXDownload |
| 32 | Relative risk and odds ratio: a data mining perspective. Haiquan Li, Jinyan Li, Limsoon Wong, Mengling Feng, Yap-Peng Tan. PODS 2005, 368-377. Cited by 15Web SearchBibTeXDownload |
| 2004 |
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| 31 | Use of Built-in Features in the Interpretation of High-dimensional Cancer Diagnosis Data.. Jinyan Li, Huiqing Liu, Limsoon Wong. APBC 2004, 67-74. Web SearchBibTeXDownload |
| 30 | Twelve C2H2 zinc-finger genes on human chromosome 19 can be each translated into the same type of protein after frameshifts. Shao-Wu Meng, Zhuo Zhang, Jinyan Li. Bioinformatics (20): 1-4 (2004). Web SearchBibTeXDownload |
| 29 | Selection of Patient Samples and Genes for Outcome Prediction. Huiqing Liu, Jinyan Li, Limsoon Wong. CSB 2004, 382-392. Cited by 4Web SearchBibTeXDownload |
| 28 | Incremental Maintenance on the Border of the Space of Emerging Patterns. Jinyan Li, Thomas Manoukian, Guozhu Dong, Kotagiri Ramamohanarao. Data Min. Knowl. Discov. (9): 89-116 (2004). Web SearchBibTeXDownload |
| 27 | Using amino acid patterns to accurately predict translation initiation sites. Huiqing Liu, Hao Han, Jinyan Li, Limsoon Wong. In Silico Biology (4) (2004). Web SearchBibTeXDownload |
| 26 | Feature Space Transformation for Better Understanding Biological and Medical Classifications. Jinyan Li, Hwee-Leng Ong. Journal of Research and Practice in Information Technology (36): 131-144 (2004). Web SearchBibTeX |
| 25 | DeEPs: A New Instance-Based Lazy Discovery and Classification System. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao, Limsoon Wong. Machine Learning (54): 99-124 (2004). Cited by 52Web SearchBibTeXDownload |
| 24 | Discovery of Binding Motif Pairs from Protein Complex Structural Data and Protein Interaction Sequence Data. Haiquan Li, Jinyan Li, Soon-Heng Tan, See-Kiong Ng. Pacific Symposium on Biocomputing 2004, 312-32. Web SearchBibTeXDownload |
| 23 | A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer. Jinyan Li, Kotagiri Ramamohanarao. PAKDD 2004, 682-691. Web SearchBibTeXDownload |
| 2003 |
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| 22 | Feature Space Transformation and Decision Results Interpretation. Jinyan Li, Hwee-Leng Ong. APBC 2003, 129-137. Web SearchBibTeXDownload |
| 21 | From Informatics to Bioinformatics. Vladimir B. Bajic, Vladimir Brusic, Jinyan Li, See-Kiong Ng, Limsoon Wong. APBC 2003, 3-12. Web SearchBibTeXDownload |
| 20 | Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients. Jinyan Li, Huiqing Liu, James R. Downing, Allen Eng-Juh Yeoh, Limsoon Wong. Bioinformatics (19): 71-78 (2003). Web SearchBibTeXDownload |
| 19 | Mean-entropy discretized features are effective for classifying high-dimensional biomedical data. Jinyan Li, Huiqing Liu, Limsoon Wong. BIOKDD 2003, 17-24. Cited by 12Web SearchBibTeXDownload |
| 18 | Discovery of significant rules for classifying cancer diagnosis data. Jinyan Li, Huiqing Liu, See-Kiong Ng, Limsoon Wong. ECCB 2003, 93-102. Cited by 57Web SearchBibTeX |
| 17 | Ensembles of Cascading Trees. Jinyan Li, Huiqing Liu. ICDM 2003, 585-588. Web SearchBibTeXDownload |
| 16 | Bioinformatics Adventures in Database Research. Jinyan Li, See-Kiong Ng, Limsoon Wong. ICDT 2003, 31-46. Cited by 25Web SearchBibTeXDownload |
| 15 | Using Rules to Analyse Bio-medical Data: A Comparison between C4.5 and PCL. Jinyan Li, Limsoon Wong. WAIM 2003, 254-265. Cited by 10Web SearchBibTeXDownload |
| 2002 |
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| 14 | Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns . Jinyan Li, Limsoon Wong. Bioinformatics (18): 1406-1407 (2002). Web SearchBibTeXDownload |
| 13 | Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns. Jinyan Li, Limsoon Wong. Bioinformatics (18): 725-734 (2002). Web SearchBibTeXDownload |
| 12 | Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns. Jinyan Li, Limsoon Wong. ICDM 2002, 653-656. Cited by 5Web SearchBibTeXDownload |
| 11 | Geography of Differences between Two Classes of Data. Jinyan Li, Limsoon Wong. PKDD 2002, 325-337. Cited by 21Web SearchBibTeXDownload |
| 2001 |
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| 10 | Making Use of the Most Expressive Jumping Emerging Patterns for Classification. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao. Knowl. Inf. Syst. (3): 131-145 (2001). Web SearchBibTeXDownload |
| 9 | Combining the Strength of Pattern Frequency and Distance for Classification. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong. PAKDD 2001, 455-466. Web SearchBibTeXDownload |
| 2000 |
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| 8 | Emerging Patterns and Classification. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong. ASIAN 2000, 15-32. Web SearchBibTeXDownload |
| 7 | The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong. ICML 2000, 551-558. Web SearchBibTeX |
| 6 | Making Use of the Most Expressive Jumping Emerging Patterns for Classification. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao. PAKDD 2000, 220-232. Web SearchBibTeXDownload |
| 5 | Instance-Based Classification by Emerging Patterns. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao. PKDD 2000, 191-200. Web SearchBibTeXDownload |
| 1999 |
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| 4 | CAEP: Classification by Aggregating Emerging Patterns. Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li. Discovery Science 1999, 30-42. Cited by 199Web SearchBibTeXDownload |
| 3 | Efficient Mining of Emerging Patterns: Discovering Trends and Differences. Guozhu Dong, Jinyan Li. KDD 1999, 43-52. Web SearchBibTeXDownload |
| 2 | Efficient Mining of High Confidience Association Rules without Support Thresholds. Jinyan Li, Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao, Qun Sun. PKDD 1999, 406-411. Web SearchBibTeXDownload |
| 1998 |
|---|
| 1 | Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness. Guozhu Dong, Jinyan Li. PAKDD 1998, 72-86. Web SearchBibTeXDownload |
