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260
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ICDE
2008
IEEE
192views Database» more  ICDE 2008»
16 years 5 months ago
Verifying and Mining Frequent Patterns from Large Windows over Data Streams
Mining frequent itemsets from data streams has proved to be very difficult because of computational complexity and the need for real-time response. In this paper, we introduce a no...
Barzan Mozafari, Hetal Thakkar, Carlo Zaniolo
162
Voted
ADC
2008
Springer
110views Database» more  ADC 2008»
15 years 10 months ago
Graph Mining based on a Data Partitioning Approach
Existing graph mining algorithms typically assume that the dataset can fit into main memory. As many large graph datasets cannot satisfy this condition, truly scalable graph minin...
Son N. Nguyen, Maria E. Orlowska, Xue Li
ACL
2006
15 years 5 months ago
A DOM Tree Alignment Model for Mining Parallel Data from the Web
This paper presents a new web mining scheme for parallel data acquisition. Based on the Document Object Model (DOM), a web page is represented as a DOM tree. Then a DOM tree align...
Lei Shi, Cheng Niu, Ming Zhou, Jianfeng Gao
63
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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 4 months ago
On demand classification of data streams
Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Phil...
KDD
2001
ACM
128views Data Mining» more  KDD 2001»
16 years 4 months ago
Data filtering for automatic classification of rocks from reflectance spectra
Jonathan Moody, Ricardo Bezerra de Andrade e Silva...