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» Info-fuzzy algorithms for mining dynamic data streams
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MLDM
2007
Springer
15 years 10 months ago
Mining Frequent Trajectories of Moving Objects for Location Prediction
Advances in wireless and mobile technology flood us with amounts of moving object data that preclude all means of manual data processing. The volume of data gathered from position...
Mikolaj Morzy
GECCO
2010
Springer
338views Optimization» more  GECCO 2010»
15 years 3 months ago
Multiobjective evolutionary community detection for dynamic networks
A multiobjective genetic algorithm for detecting communities in dynamic networks, i.e., networks that evolve over time, is proposed. The approach leverages on the concept of evolu...
Francesco Folino, Clara Pizzuti
ICDCS
2005
IEEE
15 years 10 months ago
DISC: Dynamic Interleaved Segment Caching for Interactive Streaming
Streaming media objects have become widely used on the Internet, and the demand of interactive requests to these objects has increased dramatically. Typical interactive requests i...
Lei Guo, Songqing Chen, Zhen Xiao, Xiaodong Zhang
EDBT
2009
ACM
166views Database» more  EDBT 2009»
15 years 9 months ago
Neighbor-based pattern detection for windows over streaming data
The discovery of complex patterns such as clusters, outliers, and associations from huge volumes of streaming data has been recognized as critical for many domains. However, patte...
Di Yang, Elke A. Rundensteiner, Matthew O. Ward
VLDB
2007
ACM
179views Database» more  VLDB 2007»
16 years 4 months ago
Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data
Market analysis is a representative data analysis process with many applications. In such an analysis, critical numerical measures, such as profit and sales, fluctuate over time a...
Xiaolei Li, Jiawei Han