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  • Feng, Ling; Dillon, Tharam (Springer-Verlag Berlin, 2005)
    XML-enabled association rule framework [FDWC03] extends the notion of associated items to XML fragments to present associations among trees rather than simple-structured items of atomic values. They are more flexible and ...
  • Zhang, Jilian; Zhu, Xiaofeng; Li, Xianxian; Zhang, Shichao (Springer, 2013)
    Recommender systems can predict individual user?s preference (individual rating) on items by examining similar items? popularity or similar users? taste. However, these systems cannot tell item?s long-term popularity. ...
  • Lo, D; Li, Jinyan; Wong, Ls; Khoo, Sc (IEEE Computer Soc, 2011)
    Billions of dollars are spent annually on software-related cost. It is estimated that up to 45 percent of software cost is due to the difficulty in understanding existing systems when performing maintenance tasks (i.e., ...
  • Wang, Changxin; Lu, Jie; Zhang, Guangquan (Joint Conference On Information Sciences, 2005)
    Key information, in the form of distinctive menu items, navigation indicators provided by web site constructors, can classify the main contents of web pages and reflect certain taxonomy knowledge. Mining such information ...
  • Wang, Chao; Lu, Jie; Zhang, Guangquan (Elsevier, 2007)
    Web content mining aims to discover useful information and generate desired knowledge from a large amount of web pages. Key information, such as distinctive menu items, navigation indicators, which is embedded in web pages, ...
  • Mao, Gojun; Wu, Xindong; Zhu, Xingquan; Chen, G; Liu, Chunnian (Sage Publications Ltd, 2007)
    Frequent pattern mining from data streams is an active research topic in data mining. Existing research efforts often rely on a two-phase framework to discover frequent patterns: (1) using internal data structures to store ...
  • Sim K; Li Jinyan; Gopalkrishnan V; Liu Gm (John Wiley and Sons Inc, 2009)
    Several real-world applications require mining of bicliques, as they represent correlated pairs of data clusters. However, the mining quality is adversely affected by missing and noisy data. Moreover, some applications ...
  • Sim, K; Li, Jinyan; Gopalkrishnan, V; Liu, Gm (John Wiley and Sons Inc, 2009)
    Several real-world applications require mining of bicliques, as they represent correlated pairs of data clusters. However, the mining quality is adversely affected by missing and noisy data. Moreover, some applications ...
  • Wang, Peng; Zhang, Peng; Guo, Li (SIAM, 2012)
    Data stream classification has drawn increasing attention from the data mining community in recent years, where a large number of stream classification models were proposed. However, most existing models were merely focused ...
  • Zhang, Shichao; Zaki, Mj (Springer, 2006)
    Many large organizations process data from multiple data sources, such as the different branches of an interstate or international company. Also theWeb has emerged as a large, distributed data repository consisting of a ...
  • Jeffree, Ross; Williams, Neville (Ecological Society of America, 1980)
    During the dry season of 1974. collections of the purple-stripedg udgeon Alouriirn(h ni1or1m1(law ere taken fromt he Finniss River of the NorthernT erritoryd: uringt he wet season. thi riverr eceives acidic and metallicp ...
  • Liu, Chunyang; Chen, Ling; Zhang, Chengqi (SIAM / Omnipress, 2013)
    Probabilistic frequent pattern mining over uncertain data has received a great deal of attention recently due to the wide applications of uncertain data. Similar to its counterpart in deterministic databases, however, ...
  • Gervasi, Vincenzo; Zowghi, Didar (Springer Verlag, 2011)
    [Context & motivation] Obtaining traceability among requirements and between requirements and other artifacts is an extremely important activity in practice, an interesting area for theoretical study, and a major hurdle ...
  • Chen, G; Wu, Xindong; Zhu, Xingquan (Springer, 2008)
    (I)n this paper, we deal with mining sequential patterns in multiple time sequences. Building on a state-of-the-art sequential pattern mining algorithm PrefixSpan for mining transaction databases, we propose MILE ((MI) ...
  • Qin, Zhenxing; Liu, Li; Zhang, Shichao (Springer, 2004)
    As the Web has become an important channel of information floods, users have had difficulty on identifying what they really want from huge amounts of rubbish-like information provided by the Web search engines when utilizing ...
  • Zhang, Chengqi; Yan, Xiaowei; Zhang, Shichao; Kennedy, Paul (CSREA Press, 2002)
  • Xuan, Junyu; Luo, Xiangfeng; Lu, Jie (IEEE, 2013)
    On the web, there are numerous websites publishing web pages to cover the events occurring in society. The web events data satisfies the well-accepted attributes of big data: Volume, Velocity, Variety and Value. As a great ...
  • Wu, Xindong; Zhu, Xingquan (IEEE-Inst Electrical Electronics Engineers Inc, 2008)
    Real-world data mining deals with noisy information sources where data collection inaccuracy, device limitations, data transmission and discretization errors, or man-made perturbations frequently result in imprecise or ...
  • Guo, Wenshan; Li, Jianxin; Ngo, Huu Hao (Elsevier, 2012)
    During the last decades, the interest of using membrane technology has emerged in wastewater treatment as well as drinking water and process water production. However, the impediment of the membrane technology is the fouling ...
  • Reid, Carol; Collins, Jock (Springer, 2009)
    In recent decades, the size and diversity of the minority population of contemporary western societies has increased significantly. To the critics of immigration, minority youth have been increasingly linked to crime, ...