Sciweavers

1594 search results - page 157 / 319
» Visualizing Program Executions on Large Data Sets
Sort
View
131
Voted
ICMCS
2009
IEEE
147views Multimedia» more  ICMCS 2009»
15 years 1 months ago
Not all tags are created equal: Learning flickr tag semantics for global annotation
Large collaborative datasets offer the challenging opportunity of creating systems capable of extracting knowledge in the presence of noisy data. In this work we explore the abili...
Emily Moxley, Jim Kleban, Jiejun Xu, B. S. Manjuna...
175
Voted
ICDE
2012
IEEE
267views Database» more  ICDE 2012»
13 years 6 months ago
Scalable and Numerically Stable Descriptive Statistics in SystemML
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwal...
145
Voted
ICSE
2010
IEEE-ACM
15 years 5 months ago
DETERMIN: inferring likely deterministic specifications of multithreaded programs
The trend towards multicore processors and graphic processing units is increasing the need for software that can take advantage of parallelism. Writing correct parallel programs u...
Jacob Burnim, Koushik Sen
123
Voted
DIAGRAMS
2004
Springer
15 years 9 months ago
Decision Diagrams in Machine Learning: An Empirical Study on Real-Life Credit-Risk Data
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
Christophe Mues, Bart Baesens, Craig M. Files, Jan...
128
Voted
SIGSOFT
2004
ACM
16 years 4 months ago
PSE: explaining program failures via postmortem static analysis
In this paper, we describe PSE (Postmortem Symbolic Evaluation), a static analysis algorithm that can be used by programmers to diagnose software failures. The algorithm requires ...
Roman Manevich, Manu Sridharan, Stephen Adams, Man...