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105
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KDD
2004
ACM
154views Data Mining» more  KDD 2004»
16 years 1 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
191
Voted
SIGMOD
2008
ACM
190views Database» more  SIGMOD 2008»
16 years 28 days ago
OLTP through the looking glass, and what we found there
Online Transaction Processing (OLTP) databases include a suite of features -- disk-resident B-trees and heap files, locking-based concurrency control, support for multi-threading ...
Stavros Harizopoulos, Daniel J. Abadi, Samuel Madd...
CRV
2009
IEEE
115views Robotics» more  CRV 2009»
15 years 7 months ago
Learning Model Complexity in an Online Environment
In this paper we introduce the concept and method for adaptively tuning the model complexity in an online manner as more examples become available. Challenging classification pro...
Dan Levi, Shimon Ullman
86
Voted
INFOCOM
2009
IEEE
15 years 7 months ago
Double Mobility: Coverage of the Sea Surface with Mobile Sensor Networks
Abstract—We are interested in the sensor networks for scientific applications to cover and measure statistics on the sea surface. Due to flows and waves, the sensor nodes may g...
Ji Luo, Dan Wang, Qian Zhang
118
Voted
SIGMETRICS
2009
ACM
165views Hardware» more  SIGMETRICS 2009»
15 years 7 months ago
Understanding intrinsic characteristics and system implications of flash memory based solid state drives
Flash Memory based Solid State Drive (SSD) has been called a “pivotal technology” that could revolutionize data storage systems. Since SSD shares a common interface with the t...
Feng Chen, David A. Koufaty, Xiaodong Zhang