Jinyan Li

	2009
71		MingJie Tang, YuanChun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, BaoPing Yan: Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. ADMA 2009: 288-301
70		Guozhu Dong, Jinyan Li: Applications of Emerging Patterns for Microarray Gene Expression Data Analysis. Encyclopedia of Database Systems 2009: 107
69		Jinyan Li, Qian Liu: 'Double water exclusion': a hypothesis refining the O-ring theory for the hot spots at protein interfaces. Bioinformatics 25(6): 743-750 (2009)
68		Xinghuo Zeng, Jian Pei, Ke Wang, Jinyan Li: PADS: a simple yet effective pattern-aware dynamic search method for fast maximal frequent pattern mining. Knowl. Inf. Syst. 20(3): 375-391 (2009)
	2008
67		Mengling Feng, Jinyan Li, Limsoon Wong, Yap-Peng Tan: Negative Generator Border for Effective Pattern Maintenance. ADMA 2008: 217-228
66		Suryani Lukman, Kelvin Sim, Jinyan Li, Yi-Ping Phoebe Chen: Interacting Amino Acid Preferences of 3D Pattern Pairs at the Binding Sites of Transient and Obligate Protein Complexes. APBC 2008: 69-78
65		Xiaowen Liu, Jinyan Li, Lusheng Wang: Quasi-bicliques: Complexity and Binding Pairs. COCOON 2008: 255-264
64		David Lo, Siau-Cheng Khoo, Jinyan Li: Mining and Ranking Generators of Sequential Patterns. SDM 2008: 553-564
63		Jinyan Li, Kelvin Sim, Guimei Liu, Limsoon Wong: Maximal Quasi-Bicliques with Balanced Noise Tolerance: Concepts and Co-clustering Applications. SDM 2008: 72-83
62		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)
	2007
61		Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mário M. Freire: Emerging Technologies in Knowledge Discovery and Data Mining, PAKDD 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers Springer 2007
60		Guimei Liu, Jinyan Li, Kelvin Sim, Limsoon Wong: Distance Based Subspace Clustering with Flexible Dimension Partitioning. ICDE 2007: 1250-1254
59		Jinyan Li, Guimei Liu, Limsoon Wong: Mining statistically important equivalence classes and delta-discriminative emerging patterns. KDD 2007: 430-439
58		Mengling Feng, Guozhu Dong, Jinyan Li, Yap-Peng Tan, Limsoon Wong: Evolution and Maintenance of Frequent Pattern Space When Transactions Are Removed. PAKDD 2007: 489-497
57		Kuralmani Vellaisamy, Jinyan Li: Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend Prediction. PAKDD 2007: 841-848
56		Jinyan Li, Xiaohua Hu: Workshop BioDM'07 - An Overview. PAKDD Workshops 2007: 110-111
55		Ben Niu, Qiang Yang, Jinyan Li, Shiu Chi-keung, Sankar K. Pal: Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis. PReMI 2007: 389-397
54		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)
53		Jinyan Li, Qiang Yang: Strong Compound-Risk Factors: Efficient Discovery Through Emerging Patterns and Contrast Sets. IEEE Transactions on Information Technology in Biomedicine 11(5): 544-552 (2007)
	2006
52		Jinyan Li, Qiang Yang, Ah-Hwee Tan: Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings Springer 2006
51		Jinyan Li, Haiquan Li, Limsoon Wong, Jian Pei, Guozhu Dong: Minimum Description Length Principle: Generators Are Preferable to Closed Patterns. AAAI 2006
50		Ling Chen, Sourav S. Bhowmick, Jinyan Li: COWES: Clustering Web Users Based on Historical Web Sessions. DASFAA 2006: 541-556
49		Guimei Liu, Kelvin Sim, Jinyan Li: Efficient Mining of Large Maximal Bicliques. DaWaK 2006: 437-448
48		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. GLOBECOM 2006
47		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
46		Ling Chen, Sourav S. Bhowmick, Jinyan Li: Mining Temporal Indirect Associations. PAKDD 2006: 425-434
45		Kuralmani Vellaisamy, Jinyan Li: Bayesian Approaches to Ranking Sequential Patterns Interestingness. PRICAI 2006: 241-250
44		Guimei Liu, Jinyan Li, Limsoon Wong, Wynne Hsu: Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise. SDM 2006
43		Haiquan Li, Jinyan Li, Limsoon Wong: Discovering motif pairs at interaction sites from protein sequences on a proteome-wide scale. Bioinformatics 22(8): 989-996 (2006)
	2005
42		Jinyan Li, Huiqing Liu, Ling Li: Diagnostic Rules Induced by an Ensemble Method for Childhood Leukemia. BIBE 2005: 246-249
41		Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Limsoon Wong: Mining Succinct Systems of Minimal Generators of Formal Concepts. DASFAA 2005: 175-187
40		Jinyan Li, Haiquan Li, Donny Soh, Limsoon Wong: A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns. PKDD 2005: 146-156
39		Haiquan Li, Jinyan Li, Limsoon Wong, Mengling Feng, Yap-Peng Tan: Relative risk and odds ratio: a data mining perspective. PODS 2005: 368-377
38		Huiqing Liu, Jinyan Li, Limsoon Wong: Use of extreme patient samples for outcome prediction from gene expression data. Bioinformatics 21(16): 3377-3384 (2005)
37		Haiquan Li, Jinyan Li: Discovery of stable and significant binding motif pairs from PDB complexes and protein interaction datasets. Bioinformatics 21(3): 314-324 (2005)
36		Huiqing Liu, Hao Han, Jinyan Li, Limsoon Wong: DNAFSMiner: a web-based software toolbox to recognize two types of functional sites in DNA sequences. Bioinformatics 21(5): 671-673 (2005)
35		Jinyan Li, Limsoon Wong, Qiang Yang: Guest Editors' Introduction: Data Mining in Bioinformatics. IEEE Intelligent Systems 20(6): 16-18 (2005)
34		Jinyan Li, Haiquan Li: Using Fixed Point Theorems to Model the Binding in Protein-Protein Interactions. IEEE Trans. Knowl. Data Eng. 17(8): 1079-1087 (2005)
33		Jinyan Li, Limsoon Wong: Structural geography of the space of emerging patterns. Intell. Data Anal. 9(6): 567-588 (2005)
32		Guozhu Dong, Jinyan Li: Mining border descriptions of emerging patterns from dataset pairs. Knowl. Inf. Syst. 8(2): 178-202 (2005)
	2004
31		Jinyan Li, Huiqing Liu, Limsoon Wong: Use of Built-in Features in the Interpretation of High-dimensional Cancer Diagnosis Data.. APBC 2004: 67-74
30		Huiqing Liu, Jinyan Li, Limsoon Wong: Selection of Patient Samples and Genes for Outcome Prediction. CSB 2004: 382-392
29		Jinyan Li, Kotagiri Ramamohanarao: A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer. PAKDD 2004: 682-691
28		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. Pacific Symposium on Biocomputing 2004: 312-32
27		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. Bioinformatics 20(1): 1-4 (2004)
26		Jinyan Li, Thomas Manoukian, Guozhu Dong, Kotagiri Ramamohanarao: Incremental Maintenance on the Border of the Space of Emerging Patterns. Data Min. Knowl. Discov. 9(1): 89-116 (2004)
25		Huiqing Liu, Hao Han, Jinyan Li, Limsoon Wong: Using amino acid patterns to accurately predict translation initiation sites. In Silico Biology 4: (2004)
24		Jinyan Li, Hwee-Leng Ong: Feature Space Transformation for Better Understanding Biological and Medical Classifications. Journal of Research and Practice in Information Technology 36(3): 131-144 (2004)
23		Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao, Limsoon Wong: DeEPs: A New Instance-Based Lazy Discovery and Classification System. Machine Learning 54(2): 99-124 (2004)
	2003
22		Jinyan Li, Hwee-Leng Ong: Feature Space Transformation and Decision Results Interpretation. APBC 2003: 129-137
21		Vladimir B. Bajic, Vladimir Brusic, Jinyan Li, See-Kiong Ng, Limsoon Wong: From Informatics to Bioinformatics. APBC 2003: 3-12
20		Jinyan Li, Huiqing Liu, Limsoon Wong: Mean-entropy discretized features are effective for classifying high-dimensional biomedical data. BIOKDD 2003: 17-24
19		Jinyan Li, Huiqing Liu, See-Kiong Ng, Limsoon Wong: Discovery of significant rules for classifying cancer diagnosis data. ECCB 2003: 93-102
18		Jinyan Li, Huiqing Liu: Ensembles of Cascading Trees. ICDM 2003: 585-588
17		Jinyan Li, See-Kiong Ng, Limsoon Wong: Bioinformatics Adventures in Database Research. ICDT 2003: 31-46
16		Jinyan Li, Limsoon Wong: Using Rules to Analyse Bio-medical Data: A Comparison between C4.5 and PCL. WAIM 2003: 254-265
15		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. Bioinformatics 19(1): 71-78 (2003)
	2002
14		Jinyan Li, Limsoon Wong: Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns. ICDM 2002: 653-656
13		Jinyan Li, Limsoon Wong: Geography of Differences between Two Classes of Data. PKDD 2002: 325-337
12		Jinyan Li, Limsoon Wong: Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns . Bioinformatics 18(10): 1406-1407 (2002)
11		Jinyan Li, Limsoon Wong: Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns. Bioinformatics 18(5): 725-734 (2002)
	2001
10		Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong: Combining the Strength of Pattern Frequency and Distance for Classification. PAKDD 2001: 455-466
9		Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao: Making Use of the Most Expressive Jumping Emerging Patterns for Classification. Knowl. Inf. Syst. 3(2): 131-145 (2001)
	2000
8		Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong: Emerging Patterns and Classification. ASIAN 2000: 15-32
7		Jinyan Li, Kotagiri Ramamohanarao, Guozhu Dong: The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. ICML 2000: 551-558
6		Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao: Making Use of the Most Expressive Jumping Emerging Patterns for Classification. PAKDD 2000: 220-232
5		Jinyan Li, Guozhu Dong, Kotagiri Ramamohanarao: Instance-Based Classification by Emerging Patterns. PKDD 2000: 191-200
	1999
4		Guozhu Dong, Xiuzhen Zhang, Limsoon Wong, Jinyan Li: CAEP: Classification by Aggregating Emerging Patterns. Discovery Science 1999: 30-42
3		Guozhu Dong, Jinyan Li: Efficient Mining of Emerging Patterns: Discovering Trends and Differences. KDD 1999: 43-52
2		Jinyan Li, Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao, Qun Sun: Efficient Mining of High Confidience Association Rules without Support Thresholds. PKDD 1999: 406-411
	1998
1		Guozhu Dong, Jinyan Li: Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness. PAKDD 1998: 72-86

Coauthor Index

1	Vladimir B. Bajic	[21]
2	Sourav S. Bhowmick	[46] [50]
3	Vladimir Brusic	[21]
4	Yi-Ping Phoebe Chen	[66]
5	Ling Chen	[46] [50]
6	Shiu Chi-keung	[55]
7	Peng Cui	[71]
8	Guozhu Dong	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [23] [26] [32] [41] [51] [58] [70]
9	James R. Downing	[15]
10	Mengling Feng	[39] [58] [67]
11	Mário M. Freire	[61]
12	Vivekanand Gopalkrishnan	[47]
13	Hao Han	[25] [36]
14	Jieyue He	[61]
15	YuanSheng Hou	[71]
16	Wynne Hsu	[44]
17	Xiaohua Hu	[56] [61]
18	Joshua Zhexue Huang (Zhexue Huang)	[61]
19	Chunyu Jiang	[41]
20	Jin-ho Jo	[48]
21	Siau-Cheng Khoo	[64]
22	Junghwan Kim	[48]
23	Seong-pal Lee	[48]
24	Haiquan Li	[28] [34] [37] [39] [40] [43] [51] [54]
25	Kuan-Ching Li (Li Kuan Ching)	[61]
26	Ling Li	[42]
27	Guimei Liu	[44] [47] [49] [54] [59] [60] [62] [63]
28	Huiqing Liu	[15] [18] [19] [20] [25] [30] [31] [36] [38] [42]
29	Qian Liu	[69]
30	Xiaowen Liu	[65]
31	David Lo	[64]
32	Suryani Lukman	[66]
33	Thomas Manoukian	[26]
34	Shao-Wu Meng	[27]
35	See-Kiong Ng	[17] [19] [21] [28]
36	Ben Niu	[55]
37	Hwee-Leng Ong	[22] [24]
38	Sankar K. Pal	[55]
39	Jian Pei	[41] [51] [68]
40	Kotagiri Ramamohanarao	[2] [5] [6] [7] [8] [9] [10] [23] [26] [29]
41	Kelvin Sim	[47] [49] [60] [63] [66]
42	Donny Soh	[40]
43	Qun Sun	[2]
44	Ah-Hwee Tan	[52]
45	Soon-Heng Tan	[28]
46	Yap-Peng Tan	[39] [58] [67]
47	MingJie Tang	[71]
48	Kuralmani Vellaisamy	[45] [57]
49	Ke Wang	[68]
50	Lusheng Wang	[65]
51	Weihang Wang	[71]
52	Takashi Washio	[61]
53	Limsoon Wong	[4] [11] [12] [13] [14] [15] [16] [17] [19] [20] [21] [23] [25] [30] [31] [33] [35] [36] [38] [39] [40] [41] [43] [44] [51] [54] [58] [59] [60] [62] [63] [67]
54	Chao Xie	[61]
55	BaoPing Yan	[71]
56	Qiang Yang	[35] [52] [53] [55]
57	Allen Eng-Juh Yeoh	[15]
58	Xinghuo Zeng	[68]
59	Haiting Zhang	[71]
60	Xiuzhen Zhang	[2] [4]
61	Zhuo Zhang	[27]
62	YuanChun Zhou	[71]
63	Zhi-Hua Zhou	[61]
64	Deqing Zou	[61]

Colors in the list of coauthors