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Jinyan Li

Papers on DiSC'03


Solving the Fragmentation Problem of Decision Trees by Discovering Boundary Emerging Patterns

Publications


Note: Links lead to the DBLP on the Web.

Jinyan Li

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

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)

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)

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. Knowledge and Information Systems 3 (2): 131-145 (2001)

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

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

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




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