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ICDM
2007
IEEE
99views Data Mining» more  ICDM 2007»
15 years 4 months ago
Optimizing Frequency Queries for Data Mining Applications
Data mining algorithms use various Trie and bitmap-based representations to optimize the support (i.e., frequency) counting performance. In this paper, we compare the memory requi...
Hassan H. Malik, John R. Kender
72
Voted
ICDM
2007
IEEE
183views Data Mining» more  ICDM 2007»
15 years 4 months ago
Depth-Based Novelty Detection and Its Application to Taxonomic Research
It is estimated that less than 10 percent of the world’s species have been described, yet species are being lost daily due to human destruction of natural habitats. The job of d...
Yixin Chen, Henry L. Bart Jr., Xin Dang, Hanxiang ...
79
Voted
ICDM
2007
IEEE
227views Data Mining» more  ICDM 2007»
15 years 4 months ago
Optimal Subsequence Bijection
We consider the problem of elastic matching of sequences of real numbers. Since both a query and a target sequence may be noisy, i.e., contain some outlier elements, it is desirab...
Longin Jan Latecki, Qiang Wang, Suzan Koknar-Tezel...
ICRA
2007
IEEE
160views Robotics» more  ICRA 2007»
15 years 4 months ago
Adaptive Sampling for Multi-Robot Wide-Area Exploration
— The exploration problem is a central issue in mobile robotics. A complete coverage is not practical if the environment is large with a few small hotspots, and the sampling cost...
Kian Hsiang Low, Geoffrey J. Gordon, John M. Dolan...
ICRA
2007
IEEE
134views Robotics» more  ICRA 2007»
15 years 4 months ago
MRBUG: A Competitive Multi-Robot Path Finding Algorithm
— We explore an on-line problem where a group of robots has to reach a target whose position is known in an unknown planar environment whose geometry is acquired by the robots du...
Shahar Sarid, Amir Shapiro, Yoav Gabriely