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Jinyan Li

Papers on DiSC'06


Using fixed point theorems to model the binding in protein-protein interactions

Publications


Note: Links lead to the DBLP on the Web.

Jinyan Li

Jinyan Li, Qiang Yang , Ah-Hwee Tan : Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings Springer 2006

Ling Chen , Sourav S. Bhowmick , Jinyan Li: COWES: Clustering Web Users Based on Historical Web Sessions. DASFAA 2006 : 541-556

Ling Chen , Sourav S. Bhowmick , Jinyan Li: Mining Temporal Indirect Associations. PAKDD 2006 : 425-434

Jinyan Li, Huiqing Liu , Ling Li : Diagnostic Rules Induced by an Ensemble Method for Childhood Leukemia. BIBE 2005 : 246-249

Guozhu Dong , Chunyu Jiang , Jian Pei , Jinyan Li, Limsoon Wong : Mining Succinct Systems of Minimal Generators of Formal Concepts. DASFAA 2005 : 175-187

Jinyan Li, Haiquan Li , Donny Soh , Limsoon Wong : A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns. PKDD 2005 : 146-156

Haiquan Li , Jinyan Li, Limsoon Wong , Mengling Feng , Yap-Peng Tan : Relative risk and odds ratio: a data mining perspective. PODS 2005 : 368-377

Huiqing Liu , Jinyan Li, Limsoon Wong : Use of extreme patient samples for outcome prediction from gene expression data. Bioinformatics 21 (16): 3377-3384 (2005)

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)

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)

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)

Guozhu Dong , Jinyan Li: Mining border descriptions of emerging patterns from dataset pairs. Knowl. Inf. Syst. 8 (2): 178-202 (2005)

Jinyan Li, Huiqing Liu , Limsoon Wong : Use of Built-in Features in the Interpretation of High-dimensional Cancer Diagnosis Data.. APBC 2004 : 67-74

Huiqing Liu , Jinyan Li, Limsoon Wong : Selection of Patient Samples and Genes for Outcome Prediction. CSB 2004 : 382-392

Jinyan Li, Kotagiri Ramamohanarao : A Tree-Based Approach to the Discovery of Diagnostic Biomarkers for Ovarian Cancer. PAKDD 2004 : 682-691

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

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)

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)

Huiqing Liu , Hao Han , Jinyan Li, Limsoon Wong : Using amino acid patterns to accurately predict translation initiation sites. In Silico Biology 4 : (2004)

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)

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)

Jinyan Li, Hwee-Leng Ong : Feature Space Transformation and Decision Results Interpretation. APBC 2003 : 129-137

Vladimir B. Bajic , Vladimir Brusic , Jinyan Li, See-Kiong Ng , Limsoon Wong : From Informatics to Bioinformatics. APBC 2003 : 3-12

Jinyan Li, Huiqing Liu , Limsoon Wong : Mean-entropy discretized features are effective for classifying high-dimensional biomedical data. BIOKDD 2003 : 17-24

Jinyan Li, Huiqing Liu , See-Kiong Ng , Limsoon Wong : Discovery of significant rules for classifying cancer diagnosis data. ECCB 2003 : 93-102

Jinyan Li, Huiqing Liu : Ensembles of Cascading Trees. ICDM 2003 : 585-588

Jinyan Li, See-Kiong Ng , Limsoon Wong : Bioinformatics Adventures in Database Research. ICDT 2003 : 31-46

Jinyan Li, Limsoon Wong : Using Rules to Analyse Bio-medical Data: A Comparison between C4.5 and PCL. WAIM 2003 : 254-265

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)

Jinyan Li, Limsoon Wong : Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns. ICDM 2002 : 653-656

Jinyan Li, Limsoon Wong : Geography of Differences between Two Classes of Data. PKDD 2002 : 325-337

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)

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)

Jinyan Li, Kotagiri Ramamohanarao , Guozhu Dong : Combining the Strength of Pattern Frequency and Distance for Classification. PAKDD 2001 : 455-466

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)

Jinyan Li, Kotagiri Ramamohanarao , Guozhu Dong : Emerging Patterns and Classification. ASIAN 2000 : 15-32

Jinyan Li, Kotagiri Ramamohanarao , Guozhu Dong : The Space of Jumping Emerging Patterns and Its Incremental Maintenance Algorithms. ICML 2000 : 551-558

Jinyan Li, Guozhu Dong , Kotagiri Ramamohanarao : Making Use of the Most Expressive Jumping Emerging Patterns for Classification. PAKDD 2000 : 220-232

Jinyan Li, Guozhu Dong , Kotagiri Ramamohanarao : Instance-Based Classification by Emerging Patterns. PKDD 2000 : 191-200

Guozhu Dong , Xiuzhen Zhang , Limsoon Wong , Jinyan Li: CAEP: Classification by Aggregating Emerging Patterns. Discovery Science 1999 : 30-42

Guozhu Dong , Jinyan Li: Efficient Mining of Emerging Patterns: Discovering Trends and Differences. KDD 1999 : 43-52

Jinyan Li, Xiuzhen Zhang , Guozhu Dong , Kotagiri Ramamohanarao , Qun Sun : Efficient Mining of High Confidience Association Rules without Support Thresholds. PKDD 1999 : 406-411

Guozhu Dong , Jinyan Li: Interestingness of Discovered Association Rules in Terms of Neighborhood-Based Unexpectedness. PAKDD 1998 : 72-86

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