83
Voted
SAC
2015
ACM
9 years 11 months ago
2015
ACM
To evaluate the performance of a within-project defect prediction approach, people normally use precision, recall, and F-measure scores. However, in machine learning literature, t...
83
Voted
SAC
2015
ACM
9 years 11 months ago
2015
ACM
Toward resolving the source-location privacy protection issue in Wireless Sensor Networks (WSNs), a Pseudo Normal Distribution-based Phantom Routing (PNDBPR) protocol is proposed ...
82
Voted
SAC
2015
ACM
9 years 11 months ago
2015
ACM
Model tree induction is a popular method for tackling regression problems requiring interpretable models. Model trees are decision trees with multiple linear regression models at ...
94
Voted
SAC
2015
ACM
9 years 11 months ago
2015
ACM
Correlated pattern mining has become increasingly an important task in data mining and knowledge discovery. In practice, the exploitation of correlated patterns is hampered by the...
83
Voted
SAC
2015
ACM
9 years 11 months ago
2015
ACM
Of the considerable research on data streams, relatively little deals with classification where only some of the instances in the stream are labeled. Most state-of-the-art data-s...