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» The Generalized Dimensionality Reduction Problem
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SIGMOD
2001
ACM
104views Database» more  SIGMOD 2001»
15 years 10 months ago
Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data
Approximating the joint data distribution of a multi-dimensional data set through a compact and accurate histogram synopsis is a fundamental problem arising in numerous practical ...
Amol Deshpande, Minos N. Garofalakis, Rajeev Rasto...
SIGSOFT
2007
ACM
15 years 10 months ago
The impact of input domain reduction on search-based test data generation
There has recently been a great deal of interest in search? based test data generation, with many local and global search algorithms being proposed. However, to date, there has be...
Mark Harman, Youssef Hassoun, Kiran Lakhotia, Phil...
SIGMOD
2004
ACM
144views Database» more  SIGMOD 2004»
15 years 10 months ago
Diamond in the Rough: Finding Hierarchical Heavy Hitters in Multi-Dimensional Data
Data items archived in data warehouses or those that arrive online as streams typically have attributes which take values from multiple hierarchies (e.g., time and geographic loca...
Graham Cormode, Flip Korn, S. Muthukrishnan, Dives...
TCAD
2008
114views more  TCAD 2008»
14 years 9 months ago
Three-Dimensional Chip-Multiprocessor Run-Time Thermal Management
Three-dimensional integration has the potential to improve the communication latency and integration density of chip-level multiprocessors (CMPs). However, the stacked highpower de...
Changyun Zhu, Zhenyu (Peter) Gu, Li Shang, Robert ...
TMI
2008
149views more  TMI 2008»
14 years 9 months ago
Shape-Driven Three-Dimensional Watersnake Segmentation of Biological Membranes in Electron Tomography
Abstract--Due to the significant complexity of membrane morphology and the generally poor image quality in electron tomographic volumes, current automatic methods for segmentation ...
Hieu Tat Nguyen, Qiang Ji