Dr. Li@RecentArticles

Computer Science Conference Rankings: "http://www.cs.ualberta.ca/~zaiane/htmldocs/ConfRanking.html"

H-index = 6

2009(5)

  1. Hua-Fu Li*, Chin-Chuan Ho, and Suh-Yin Lee (2009a), "Incremental Updates of Closed Frequent Itemsets over Continuous Data Streams", Expert Systems With Applications (ESWA) 36(2): 2451-2458. (SCI journal; JCR 2007 IF=1.177) [97]   Google Scholar Citations: 1

  2. Hua-Fu Li* and Suh-Yin Lee (2009b), "Mining Top-K Path Traversal Patterns over Streaming Web Click-Sequences", Journal of Information Science and Engineering (JISE) 25 (4), July 2009. (SCI journal; JCR 2007 IF=0.202) [98]

  3. Shih-Chuan Chiu, Man-Kwan Shan, Jiun-Long Huang and Hua-Fu Li* (2009c), "Mining Polyphonic Repeating Patterns from Music Data using Bit-string based Approaches", in Proc. of 2009 IEEE International Conference on Multimedia & Expo (ICME-2009), June 28 - July 3, 2009. (EI) (regular paper, acceptance rate 23%, 145 out of 633)  (second tier conference in multimedia field*) 

  4. Hua-Fu Li* (2009d), "Pattern Discovery and Change Detection of Online Music Query Streams", Multimedia Tools and Applications (MTAP) 41 (2): 287-304. (SCI journal; JCR 2007 IF = 0.458) [98]

  5. Hua-Fu Li* and Suh-Yin Lee (2009e), "Mining Frequent Itemsets over Data Streams using Efficient Window Sliding Techniques", Expert Systems With Applications (ESWA) 36(2): 1466-1477. (SCI; JCR 2007 IF=1.177) [97]  Google Scholar Citations: 2

2008(6)

  1. Hua-Fu Li*, Hsin-Yun Huang, Yi-Cheng Chen, Yu-Jiun Liu and Suh-Yin Lee (2008a), "Fast and Memory Efficient Mining of High Utility Itemsets in Data Streams", in Proc. of  the 8th IEEE International Conference on Data Mining (ICDM-2008), December 15-19, 2008. (EI) (short paper, acceptance rate 19.8%, 144 out of 724) (top tier conference in data mining field) 

  2. Hua-Fu Li* (2008b), "Mining Top-K Hot Melody Structures over Online Music Query Streams," Pattern Recognition Letters (PRL) 29 (16): 2116-2121. (SCI journal; JCR 2007 IF = 0.853) (NSC-96-2218-E-424-001) [98]

  3. Hua-Fu Li* (2008c), "Mining Top-K Frequent Closed Itemsets from Data Streams", in Proc. of  the 13th Conference on Artificial Intelligence and Applications (TAAI-2008), November 21-22, 2008.  (NSC-96-2218-E-424-001) (Nominated for Best Paper Award: 8 out of 126 regular papers)

  4. Hua-Fu Li*, Ming-Ho Hsiao and Hsuan-Sheng Chen (2008d), "Efficiently Mining Frequent Patterns in Recent Music Query Streams", in Proc. of 2008 IEEE International Conference on Multimedia & Expo (ICME-2008), June 23-26, 2008. (NSC-96-2218-E-424-001) (EI) (poster) (second tier conference in multimedia field*)  

  5. Hua-Fu Li* and Suh-Yin Lee (2008e), "Approximate Mining of Maximal Frequent Itemsets in Data Streams with Different Window Models," Expert Systems With Applications (ESWA) 35(3): 781-789. (SCI journal; JCR 2007 IF=1.177)  [98]

  6. Hua-Fu Li*, Man-Kwan Shan and Suh-Yin Lee (2008f), "DSM-FI: An Efficient Algorithm for Mining Frequent Itemsets in Data Streams," Knowledge and Information Systems (KAIS) 17(1): 79-97. (SCI journal; JCR 2007 IF = 0.844)  [97]   Google Scholar Citations: 3 (Google Scholar Citations of conference version of DSM-FI algorithm is 55)

2007(1)

  1. Hua-Fu Li* (2007), "Mining Top-K Path Traversal Patterns over Stream Sliding Windows," in Proc. of 2007 National Computer Symposium (NCS-2007), December 20-21, 2007. (NSC-96-2218-E-424-001) (regular paper)

2006(7)

  1. Chin-Chuan Ho, Hua-Fu Li*, Fang-Fei Kuo and Suh-Yin Lee (2006a), "Incremental Mining of Sequential Patterns over a Stream Sliding Window," in Proc. of IEEE International Workshop on Mining Evolving and Streaming Data (IWMESD-2006), to be held in conjunction with ICDM-2006, Hong Kong, December 18-22, 2006. (EI) Google Scholar Citations: 11

  2. Hua-Fu Li*, Chin-Chuan Ho, Fang-Fei Kuo and Suh-Yin Lee (2006b), "A New Algorithm for Maintaining Closed Frequent Itemsets in Data Streams by Incremental Updates," in Proc. of IEEE International Workshop on Mining Evolving and Streaming Data (IWMESD-2006), to be held in conjunction with ICDM-2006, December 18-22, 2006.  Google Scholar Citations: 8

  3. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2006c), "DSM-PLW: Single-Pass Mining of Path Traversal Patterns over Streaming Web Click-Sequences," Computer Networks (ComNet): Special Issue on Web Dynamics, Volume 50, Issue 10, July 2006, pp. 1474-1487. (SCI journal; JCR 2005 IF = 0.978)  Google Scholar Citations: 6

  4. Hua-Fu Li*, Chin-Chuan Ho, Man-Kwan Shan, and Suh-Yin Lee (2006d), "Efficient Maintenance and Mining of Frequent Itemsets over Online Data Streams with a Sliding Window," in Proc. of IEEE International Conference on Systems, Man and Cybernetics (SMC-2006), October 8-11, 2006. (EI)  Google Scholar Citations: 4

  5. Hua-Fu Li*, Man-Kwan Shan, and Suh-Yin Lee (2006e), "Detecting Changes in User-Centered Music Query Streams," in Proc. of IEEE International Conference on Multimedia and Expo (ICME-2006), July 9-12, 2006. (EI) (regular paper, acceptance rate: ~19.7%, 203 out of 1028) (second tier conference in multimedia field*) Google Scholar Citations: 1

  6. Hua-Fu Li*, Man-Kwan Shan, Chin-Chuan Ho, and Suh-Yin Lee (2006f), "Online Mining of Recent Music Query Streams," in Proc. of IEEE International Conference on Multimedia and Expo (ICME-2006), July 9-12, 2006. (EI) (regular paper, acceptance rate: ~19.7%, 203 out of 1028) (second tier conference in multimedia field*) Google Scholar Citations: 1

  7. Hua-Fu Li*, Man-Kwan Shan, and Suh-Yin Lee (2006g), "Online Mining of Frequent Query Trees over XML Data Streams," in Proc. of the 15th World Wide Web Conference (WWW-2006), May 23-26, 2006. (EI) (poster) (top tier conference in web and information system field*) Google Scholar Citations: 2

2005(4)

  1. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2005a), "DSM-TKP: Mining Top-K Path Traversal Patterns over Web Click-Streams," in Proc. of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI-2005), September 19-22, 2005. (EI) (short paper; acceptance rate: 32%) Google Scholar Citations: 3

  2. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2005b), "Online Mining Changes of Items over Continuous Append-only and Dynamic Data Streams," Journal of Universal Computer Science (J.UCS), Volume 11, No. 8, August 2005, pp. 1411-1425. (SCI journal; JCR 2004 IF=0.456)  Google Scholar Citations: 5

  3. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2005c), "Online Mining Maximal Frequent Structures in Continuous Landmark Melody Streams," Pattern Recognition Letters (PRL), Volume 26, Issue 11, August 2005, pp. 1658-1674 (SCI journal; JCR 2005 IF=1.138) Google Scholar Citations: 3

  4. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2005d), "Online Mining (Recently) Maximal Frequent Itemsets over Data Streams," in Proc. of the 15th IEEE International Workshop on Research Issues on Data Engineering (RIDE-2005), April 3-4, 2005. (EI) (regular paper) Google Scholar Citations: 23

2004(4)

  1. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2004a), "An Efficient Algorithm for Mining Frequent Itemsets over the Entire History of Data Streams," in Proc. of First International Workshop on Knowledge Discovery in Data Streams (IWKDDS-2004), September 20-24, 2004. (regular paper) Google Scholar Citations: 55

  2. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2004b), "Mining Frequent Closed Structures in Streaming Melody Sequences," in Proc. of IEEE International Conference on Multimedia and Expo (ICME-2004), June 27-30, 2004.(EI) (regular paper, acceptance rate: ~24.8%) (second tier conference in multimedia field*) Google Scholar Citations: 7

  3. Hua-Fu Li*, Suh-Yin Lee, and Man-Kwan Shan (2004c), "On Mining Webclick Streams for Path Traversal Patterns," in Proc. of 13th World Wide Web Conference (WWW-2004), May 17-22, 2004. (EI) (poster; acceptance rate: ~57%, 102 out of 179) (top tier conference in web and information system field*) Google Scholar Citations: 13

  4. Hua-Fu Li* and Suh-Yin Lee (2004d), "Single-Pass Algorithms for Mining Frequency Change Patterns with Limited Space in Evolving Append-only and Dynamic Transaction Data Streams", in Proc. of 2004 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE-04), March 29-31, 2004. (EI) (regular paper, acceptance rate: ~28.5%, 39 out of 137) Google Scholar Citations: 6

2003(2)

  1. Man-Kwan Shan and Hua-Fu Li* (2003a), "Fast Discovery of Structure Navigation Patterns from Web User Traversals," in Proc. of SPIE Conference on Data Mining and Knowledge Discovery: Theory, Tools, and Technology IV, 2003. (EI) (regular paper)  Google Scholar Citations: 1

  2. Hua-Fu Li* and Man-Kwan Shan (2003b), "PNP: Mining of Profile Navigational Patterns," in Proc. of SPIE Conference on Data Mining and Knowledge Discovery: Theory, Tools, and Technology IV, 2003. (EI) (regular paper)  Google Scholar Citations: 1

2000(1)

  1. Hua-Fu Li* and Man-Kwan Shan (2000), "Mining Non-Simple Traversal Paths from Web Access Logs," in Proc. of 2000 Workshop on Internet and Distributed Systems, June 2000. (regular paper, in Chinese ¤¤¤å¤º®e)

Papers under review (4)

  1. Hua-Fu Li*, Hsin-Yun Huang and Suh-Yin Lee, "Efficient Mining of High Utility Itemsets from Data Streams with a Transaction-Sensitive Sliding Window".

  2. Shih-Chuan Chiu, Man-Kwan Shan, Hua-Fu Li* and Jiun-Long Huang, "Discovering Polyphonic Repeating Patterns in Music Data Using Bit-String Approaches".

  3. Hua-Fu Li*, Man-Kwan Shan, Chin-Chuan Ho, and Suh-Yin Lee, "A Data Stream Sliding Window-based Method for Mining Sequential Patterns".

  4. Hua-Fu Li*, "DSM-TKSP: Mining Top-K Sequential Patterns from Data Streams".

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