| 2008 |
|---|
| 67 | EE | Mengling Feng,
Jinyan Li,
Limsoon Wong,
Yap-Peng Tan:
Negative Generator Border for Effective Pattern Maintenance.
ADMA 2008: 217-228 |
| 66 | EE | 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 | EE | Xiaowen Liu,
Jinyan Li,
Lusheng Wang:
Quasi-bicliques: Complexity and Binding Pairs.
COCOON 2008: 255-264 |
| 64 | EE | David Lo,
Siau-Cheng Khoo,
Jinyan Li:
Mining and Ranking Generators of Sequential Patterns.
SDM 2008: 553-564 |
| 63 | EE | 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 | EE | 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 | EE | Guimei Liu,
Jinyan Li,
Kelvin Sim,
Limsoon Wong:
Distance Based Subspace Clustering with Flexible Dimension Partitioning.
ICDE 2007: 1250-1254 |
| 59 | EE | Jinyan Li,
Guimei Liu,
Limsoon Wong:
Mining statistically important equivalence classes and delta-discriminative emerging patterns.
KDD 2007: 430-439 |
| 58 | EE | 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 | EE | Kuralmani Vellaisamy,
Jinyan Li:
Multidimensional Decision Support Indicator (mDSI) for Time Series Stock Trend Prediction.
PAKDD 2007: 841-848 |
| 56 | EE | Jinyan Li,
Xiaohua Hu:
Workshop BioDM'07 - An Overview.
PAKDD Workshops 2007: 110-111 |
| 55 | EE | 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 | EE | 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 | EE | 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 | EE | Ling Chen,
Sourav S. Bhowmick,
Jinyan Li:
COWES: Clustering Web Users Based on Historical Web Sessions.
DASFAA 2006: 541-556 |
| 49 | EE | Guimei Liu,
Kelvin Sim,
Jinyan Li:
Efficient Mining of Large Maximal Bicliques.
DaWaK 2006: 437-448 |
| 48 | EE | 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 | EE | 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 | EE | Ling Chen,
Sourav S. Bhowmick,
Jinyan Li:
Mining Temporal Indirect Associations.
PAKDD 2006: 425-434 |
| 45 | EE | Kuralmani Vellaisamy,
Jinyan Li:
Bayesian Approaches to Ranking Sequential Patterns Interestingness.
PRICAI 2006: 241-250 |
| 44 | EE | Guimei Liu,
Jinyan Li,
Limsoon Wong,
Wynne Hsu:
Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise.
SDM 2006 |
| 43 | EE | 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 | EE | Jinyan Li,
Huiqing Liu,
Ling Li:
Diagnostic Rules Induced by an Ensemble Method for Childhood Leukemia.
BIBE 2005: 246-249 |
| 41 | EE | Guozhu Dong,
Chunyu Jiang,
Jian Pei,
Jinyan Li,
Limsoon Wong:
Mining Succinct Systems of Minimal Generators of Formal Concepts.
DASFAA 2005: 175-187 |
| 40 | EE | Jinyan Li,
Haiquan Li,
Donny Soh,
Limsoon Wong:
A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns.
PKDD 2005: 146-156 |
| 39 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Jinyan Li,
Limsoon Wong,
Qiang Yang:
Guest Editors' Introduction: Data Mining in Bioinformatics.
IEEE Intelligent Systems 20(6): 16-18 (2005) |
| 34 | EE | 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 | EE | Jinyan Li,
Limsoon Wong:
Structural geography of the space of emerging patterns.
Intell. Data Anal. 9(6): 567-588 (2005) |
| 32 | EE | Guozhu Dong,
Jinyan Li:
Mining border descriptions of emerging patterns from dataset pairs.
Knowl. Inf. Syst. 8(2): 178-202 (2005) |
| 2004 |
|---|
| 31 | EE | 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 | EE | Huiqing Liu,
Jinyan Li,
Limsoon Wong:
Selection of Patient Samples and Genes for Outcome Prediction.
CSB 2004: 382-392 |
| 29 | EE | Jinyan Li,
Kotagiri Ramamohanarao:
A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer.
PAKDD 2004: 682-691 |
| 28 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Jinyan Li,
Hwee-Leng Ong:
Feature Space Transformation and Decision Results Interpretation.
APBC 2003: 129-137 |
| 21 | EE | Vladimir B. Bajic,
Vladimir Brusic,
Jinyan Li,
See-Kiong Ng,
Limsoon Wong:
From Informatics to Bioinformatics.
APBC 2003: 3-12 |
| 20 | EE | 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 | EE | Jinyan Li,
Huiqing Liu:
Ensembles of Cascading Trees.
ICDM 2003: 585-588 |
| 17 | EE | Jinyan Li,
See-Kiong Ng,
Limsoon Wong:
Bioinformatics Adventures in Database Research.
ICDT 2003: 31-46 |
| 16 | EE | 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 | EE | Jinyan Li,
Limsoon Wong:
Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns.
ICDM 2002: 653-656 |
| 13 | EE | 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 | EE | Jinyan Li,
Kotagiri Ramamohanarao,
Guozhu Dong:
Combining the Strength of Pattern Frequency and Distance for Classification.
PAKDD 2001: 455-466 |
| 9 | EE | 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 | EE | 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 | EE | Jinyan Li,
Guozhu Dong,
Kotagiri Ramamohanarao:
Instance-Based Classification by Emerging Patterns.
PKDD 2000: 191-200 |
| 1999 |
|---|
| 4 | EE | Guozhu Dong,
Xiuzhen Zhang,
Limsoon Wong,
Jinyan Li:
CAEP: Classification by Aggregating Emerging Patterns.
Discovery Science 1999: 30-42 |
| 3 | EE | 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 |
