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    KAIS
    2008
    165views more  KAIS 2008»
    Multirelational classification: a multiple view approach
    13 years 11 months ago
    Multirelational classification: a multiple view approach
    Download  www.site.uottawa.ca
    Multirelational classification aims at discovering useful patterns across multiple inter-connected tables (relations) in a relational database. Many traditional learning techniques...
    Hongyu Guo, Herna L. Viktor
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    KAIS
    2008
    112views more  KAIS 2008»
    A hybrid aggregation and compression technique for road network databases
    13 years 11 months ago
    A hybrid aggregation and compression technique for road network databases
    Download  infolab.usc.edu
    Abstract Vector data and in particular road networks are being queried, hosted and processed in many application domains such as in mobile computing. Many client systems such as PD...
    Ali Khoshgozaran, Ali Khodaei, Mehdi Sharifzadeh, ...
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    KAIS
    2008
    109views more  KAIS 2008»
    Knowledge-empowered automated negotiation system for e-Commerce
    13 years 11 months ago
    Knowledge-empowered automated negotiation system for e-Commerce
    Download  www.fst.umac.mo
    This paper focuses on knowledge empowered automated negotiation systems for buyer-centric multi-bilateral multi-attribute e-Procurement. We propose two knowledge empowered models,...
    Zhuang Yan, Simon Fong, Meilin Shi
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    KAIS
    2008
    79views more  KAIS 2008»
    Top 10 algorithms in data mining
    13 years 11 months ago
    Top 10 algorithms in data mining
    Download  www.ar.sanken.osaka-u.ac.jp
    This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM, Apriori, EM, Page...
    Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep ...
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    KAIS
    2008
    81views more  KAIS 2008»
    Maximum entropy based significance of itemsets
    13 years 11 months ago
    Maximum entropy based significance of itemsets
    Download  users.ics.tkk.fi
    We consider the problem of defining the significance of an itemset. We say that the itemset is significant if we are surprised by its frequency when compared to the frequencies of ...
    Nikolaj Tatti
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    KAIS
    2008
    114views more  KAIS 2008»
    A new concise representation of frequent itemsets using generators and a positive border
    13 years 11 months ago
    A new concise representation of frequent itemsets using generators and a positive border
    Download  www.comp.nus.edu.sg
    A complete set of frequent itemsets can get undesirably large due to redundancy when the minimum support threshold is low or when the database is dense. Several concise representat...
    Guimei Liu, Jinyan Li, Limsoon Wong
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    KAIS
    2008
    150views more  KAIS 2008»
    A survey on algorithms for mining frequent itemsets over data streams
    13 years 11 months ago
    A survey on algorithms for mining frequent itemsets over data streams
    Download  www.cs.ust.hk
    The increasing prominence of data streams arising in a wide range of advanced applications such as fraud detection and trend learning has led to the study of online mining of freq...
    James Cheng, Yiping Ke, Wilfred Ng
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    KAIS
    2008
    119views more  KAIS 2008»
    An information-theoretic approach to quantitative association rule mining
    13 years 11 months ago
    An information-theoretic approach to quantitative association rule mining
    Download  www.cs.ust.hk
    Abstract. Quantitative Association Rule (QAR) mining has been recognized an influential research problem over the last decade due to the popularity of quantitative databases and th...
    Yiping Ke, James Cheng, Wilfred Ng
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    KAIS
    2008
    151views more  KAIS 2008»
    Expertise-based peer selection in Peer-to-Peer networks
    13 years 11 months ago
    Expertise-based peer selection in Peer-to-Peer networks
    Download  www.cs.vu.nl
    Abstract. Peer-to-Peer systems have proven to be an effective way of sharing data. Modern protocols are able to efficiently route a message to a given peer. However, determining th...
    Peter Haase, Ronny Siebes, Frank van Harmelen
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    KAIS
    2008
    97views more  KAIS 2008»
    Tracking clusters in evolving data streams over sliding windows
    13 years 11 months ago
    Tracking clusters in evolving data streams over sliding windows
    Download  homepage.fudan.edu.cn
    Aoying Zhou, Feng Cao, Weining Qian, Cheqing Jin
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