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» Using a neural network in the software testing process
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DSN
2005
IEEE
15 years 9 months ago
Checking Array Bound Violation Using Segmentation Hardware
The ability to check memory references against their associated array/buffer bounds helps programmers to detect programming errors involving address overruns early on and thus avo...
Lap-Chung Lam, Tzi-cker Chiueh
JMLR
2012
13 years 6 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
AINA
2009
IEEE
15 years 10 months ago
Modeling Web Request and Session Level Arrivals
This paper is focused on modeling Web request and session level arrival processes. We propose a statistically rigorous approach which includes testing for non-stationarity and Gau...
Xuan Wang, Katerina Goseva-Popstojanova
TC
2011
14 years 10 months ago
Complexity of Data Collection, Aggregation, and Selection for Wireless Sensor Networks
— Processing the gathered information efficiently is a key functionality for wireless sensor networks. In this article, we study the time complexity, message complexity (number ...
Xiang-Yang Li, Yajun Wang, Yu Wang
FCCM
2006
IEEE
170views VLSI» more  FCCM 2006»
15 years 7 months ago
An Architecture for Efficient Hardware Data Mining using Reconfigurable Computing Systems
The Apriori algorithm is a fundamental correlation-based data mining kernel used in a variety of fields. The innovation in this paper is a highly parallel custom architecture impl...
Zachary K. Baker, Viktor K. Prasanna