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Jinyan Li: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Guozhu Dong, Jinyan Li
    Efficient Mining of Emerging Patterns: Discovering Trends and Differences. [Citation Graph (2, 0)][DBLP]
    KDD, 1999, pp:43-52 [Conf]
  2. Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong
    Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  3. Vladimir B. Bajic, Vladimir Brusic, Jinyan Li, See-Kiong Ng, Limsoon Wong
    From Informatics to Bioinformatics. [Citation Graph (0, 0)][DBLP]
    APBC, 2003, pp:3-12 [Conf]
  4. Jinyan Li, Huiqing Liu, Limsoon Wong
    Use of Built-in Features in the Interpretation of High-dimensional Cancer Diagnosis Data.. [Citation Graph (0, 0)][DBLP]
    APBC, 2004, pp:67-74 [Conf]
  5. Jinyan Li, Hwee-Leng Ong
    Feature Space Transformation and Decision Results Interpretation. [Citation Graph (0, 0)][DBLP]
    APBC, 2003, pp:129-137 [Conf]
  6. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
    Emerging Patterns and Classification. [Citation Graph (0, 0)][DBLP]
    ASIAN, 2000, pp:15-32 [Conf]
  7. Jinyan Li, Huiqing Liu, Ling Li
    Diagnostic Rules Induced by an Ensemble Method for Childhood Leukemia. [Citation Graph (0, 0)][DBLP]
    BIBE, 2005, pp:246-249 [Conf]
  8. Huiqing Liu, Jinyan Li, Limsoon Wong
    Selection of Patient Samples and Genes for Outcome Prediction. [Citation Graph (0, 0)][DBLP]
    CSB, 2004, pp:382-392 [Conf]
  9. Ling Chen, Sourav S. Bhowmick, Jinyan Li
    COWES: Clustering Web Users Based on Historical Web Sessions. [Citation Graph (0, 0)][DBLP]
    DASFAA, 2006, pp:541-556 [Conf]
  10. Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong
    Mining Succinct Systems of Minimal Generators of Formal Concepts. [Citation Graph (0, 0)][DBLP]
    DASFAA, 2005, pp:175-187 [Conf]
  11. Guimei Liu, Kelvin Sim, Jinyan Li
    Efficient Mining of Large Maximal Bicliques. [Citation Graph (0, 0)][DBLP]
    DaWaK, 2006, pp:437-448 [Conf]
  12. Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li
    CAEP: Classification by Aggregating Emerging Patterns. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 1999, pp:30-42 [Conf]
  13. Jinyan Li, Huiqing Liu, See-Kiong Ng, Limsoon Wong
    Discovery of significant rules for classifying cancer diagnosis data. [Citation Graph (0, 0)][DBLP]
    ECCB, 2003, pp:93-102 [Conf]
  14. Jinyan Li, Huiqing Liu
    Ensembles of Cascading Trees. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:585-588 [Conf]
  15. Jinyan Li, Limsoon Wong
    Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns. [Citation Graph (0, 0)][DBLP]
    ICDM, 2002, pp:653-656 [Conf]
  16. Kelvin Sim, Jinyan Li, Vivekanand Gopalkrishnan, Guimei Liu
    Mining Maximal Quasi-Bicliques to Co-Cluster Stocks and Financial Ratios for Value Investment. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1059-1063 [Conf]
  17. Jinyan Li, See-Kiong Ng, Limsoon Wong
    Bioinformatics Adventures in Database Research. [Citation Graph (0, 0)][DBLP]
    ICDT, 2003, pp:31-46 [Conf]
  18. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
    The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:551-558 [Conf]
  19. Jinyan Li, Huiqing Liu, Limsoon Wong
    Mean-entropy discretized features are effective for classifying high-dimensional biomedical data. [Citation Graph (0, 0)][DBLP]
    BIOKDD, 2003, pp:17-24 [Conf]
  20. Ling Chen, Sourav S. Bhowmick, Jinyan Li
    Mining Temporal Indirect Associations. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2006, pp:425-434 [Conf]
  21. Guozhu Dong, Jinyan Li
    Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness. [Citation Graph (0, 0)][DBLP]
    PAKDD, 1998, pp:72-86 [Conf]
  22. Jinyan Li, Kotagiri Ramamohanarao
    A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:682-691 [Conf]
  23. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
    Making Use of the Most Expressive Jumping Emerging Patterns for Classification. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2000, pp:220-232 [Conf]
  24. Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong
    Combining the Strength of Pattern Frequency and Distance for Classification. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2001, pp:455-466 [Conf]
  25. Jinyan Li, Limsoon Wong
    Geography of Differences between Two Classes of Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2002, pp:325-337 [Conf]
  26. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
    Instance-Based Classification by Emerging Patterns. [Citation Graph (0, 0)][DBLP]
    PKDD, 2000, pp:191-200 [Conf]
  27. Jinyan Li, Haiquan Li, Donny Soh, Limsoon Wong
    A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:146-156 [Conf]
  28. Jinyan Li, Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao, Qun Sun
    Efficient Mining of High Confidience Association Rules without Support Thresholds. [Citation Graph (0, 0)][DBLP]
    PKDD, 1999, pp:406-411 [Conf]
  29. Haiquan Li, Jinyan Li, Limsoon Wong, Mengling Feng, Yap-Peng Tan
    Relative risk and odds ratio: a data mining perspective. [Citation Graph (0, 0)][DBLP]
    PODS, 2005, pp:368-377 [Conf]
  30. Kuralmani Vellaisamy, Jinyan Li
    Bayesian Approaches to Ranking Sequential Patterns Interestingness. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:241-250 [Conf]
  31. Haiquan Li, Jinyan Li, Soon-Heng Tan, See-Kiong Ng
    Discovery of Binding Motif Pairs from Protein Complex Structural Data and Protein Interaction Sequence Data. [Citation Graph (0, 0)][DBLP]
    Pacific Symposium on Biocomputing, 2004, pp:312-32 [Conf]
  32. Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu
    Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  33. Jinyan Li, Limsoon Wong
    Using Rules to Analyse Bio-medical Data: A Comparison between C4.5 and PCL. [Citation Graph (0, 0)][DBLP]
    WAIM, 2003, pp:254-265 [Conf]
  34. Jinyan Li, Hwee-Leng Ong
    Feature Space Transformation for Better Understanding Biological and Medical Classifications. [Citation Graph (0, 0)][DBLP]
    Journal of Research and Practice in Information Technology, 2004, v:36, n:3, pp:131-144 [Journal]
  35. Haiquan Li, Jinyan Li
    Discovery of stable and significant binding motif pairs from PDB complexes and protein interaction datasets. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:3, pp:314-324 [Journal]
  36. Jinyan Li, Limsoon Wong
    Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2002, v:18, n:5, pp:725-734 [Journal]
  37. Haiquan Li, Jinyan Li, Limsoon Wong
    Discovering motif pairs at interaction sites from protein sequences on a proteome-wide scale. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2006, v:22, n:8, pp:989-996 [Journal]
  38. Jinyan Li, Limsoon Wong
    Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns . [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2002, v:18, n:10, pp:1406-1407 [Journal]
  39. Jinyan Li, Huiqing Liu, James R. Downing, Allen Eng-Juh Yeoh, Limsoon Wong
    Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2003, v:19, n:1, pp:71-78 [Journal]
  40. Huiqing Liu, Hao Han, Jinyan Li, Limsoon Wong
    DNAFSMiner: a web-based software toolbox to recognize two types of functional sites in DNA sequences. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:5, pp:671-673 [Journal]
  41. Huiqing Liu, Jinyan Li, Limsoon Wong
    Use of extreme patient samples for outcome prediction from gene expression data. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:16, pp:3377-3384 [Journal]
  42. Shao-Wu Meng, Zhuo Zhang, Jinyan Li
    Twelve C2H2 zinc-finger genes on human chromosome 19 can be each translated into the same type of protein after frameshifts. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2004, v:20, n:1, pp:1-4 [Journal]
  43. Jinyan Li, Thomas Manoukian, Guozhu Dong, Kotagiri Ramamohanarao
    Incremental Maintenance on the Border of the Space of Emerging Patterns. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2004, v:9, n:1, pp:89-116 [Journal]
  44. Jinyan Li, Limsoon Wong, Qiang Yang
    Guest Editors' Introduction: Data Mining in Bioinformatics. [Citation Graph (0, 0)][DBLP]
    IEEE Intelligent Systems, 2005, v:20, n:6, pp:16-18 [Journal]
  45. Jinyan Li, Limsoon Wong
    Structural geography of the space of emerging patterns. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2005, v:9, n:6, pp:567-588 [Journal]
  46. Huiqing Liu, Hao Han, Jinyan Li, Limsoon Wong
    Using amino acid patterns to accurately predict translation initiation sites. [Citation Graph (0, 0)][DBLP]
    In Silico Biology, 2004, v:4, n:, pp:- [Journal]
  47. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao
    Making Use of the Most Expressive Jumping Emerging Patterns for Classification. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2001, v:3, n:2, pp:131-145 [Journal]
  48. Guozhu Dong, Jinyan Li
    Mining border descriptions of emerging patterns from dataset pairs. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2005, v:8, n:2, pp:178-202 [Journal]
  49. Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao, Limsoon Wong
    DeEPs: A New Instance-Based Lazy Discovery and Classification System. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:54, n:2, pp:99-124 [Journal]
  50. Jinyan Li, Haiquan Li
    Using Fixed Point Theorems to Model the Binding in Protein-Protein Interactions. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2005, v:17, n:8, pp:1079-1087 [Journal]
  51. Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong
    Distance Based Subspace Clustering with Flexible Dimension Partitioning. [Citation Graph (0, 0)][DBLP]
    ICDE, 2007, pp:1250-1254 [Conf]
  52. Jinyan Li, Guimei Liu, Limsoon Wong
    Mining statistically important equivalence classes and delta-discriminative emerging patterns. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:430-439 [Conf]
  53. Kuralmani Vellaisamy, Jinyan Li
    Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend Prediction. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2007, pp:841-848 [Conf]
  54. Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong
    Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2007, pp:489-497 [Conf]
  55. Junghwan Kim, Jinyan Li, Jin-ho Jo, Seong-pal Lee
    Performance Analysis of MF-TDMA Multi-Carrier Demultiplexer/Demodulators (MCDs) in the Presence of Critical Degrading Factors. [Citation Graph (0, 0)][DBLP]
    GLOBECOM, 2006, pp:- [Conf]
  56. 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. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2007, v:19, n:12, pp:1625-1637 [Journal]

  57. Negative Generator Border for Effective Pattern Maintenance. [Citation Graph (, )][DBLP]


  58. Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. [Citation Graph (, )][DBLP]


  59. Interacting Amino Acid Preferences of 3D Pattern Pairs at the Binding Sites of Transient and Obligate Protein Complexes. [Citation Graph (, )][DBLP]


  60. Quasi-bicliques: Complexity and Binding Pairs. [Citation Graph (, )][DBLP]


  61. Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks. [Citation Graph (, )][DBLP]


  62. Negative correlations in collaboration: concepts and algorithms. [Citation Graph (, )][DBLP]


  63. Workshop BioDM'07 - An Overview. [Citation Graph (, )][DBLP]


  64. Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis. [Citation Graph (, )][DBLP]


  65. Mining and Ranking Generators of Sequential Patterns. [Citation Graph (, )][DBLP]


  66. Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. [Citation Graph (, )][DBLP]


  67. High Functional Coherence in k-Partite Protein Cliques of Protein Interaction Networks. [Citation Graph (, )][DBLP]


  68. 'Double water exclusion': a hypothesis refining the O-ring theory for the hot spots at protein interfaces. [Citation Graph (, )][DBLP]


  69. Protein binding hot spots and the residue-residue pairing preference: a water exclusion perspective. [Citation Graph (, )][DBLP]


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