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» Privacy in Data Mining Using Formal Methods
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ECRIME
2007
15 years 10 months ago
A comparison of machine learning techniques for phishing detection
There are many applications available for phishing detection. However, unlike predicting spam, there are only few studies that compare machine learning techniques in predicting ph...
Saeed Abu-Nimeh, Dario Nappa, Xinlei Wang, Suku Na...
CCS
2006
ACM
15 years 10 months ago
Measuring the attack surfaces of two FTP daemons
Software consumers often need to choose between different software that provide the same functionality. Today, security is a quality that many consumers, especially system adminis...
Pratyusa K. Manadhata, Jeannette M. Wing, Mark Fly...
BMCBI
2011
14 years 10 months ago
A Novel And Well-Defined Benchmarking Method For Second Generation Read Mapping
Background: Second generation sequencing technologies yield DNA sequence data at ultra high-throughput. Common to most biological applications is a mapping of the reads to an almo...
Manuel Holtgrewe, Anne-Katrin Emde, David Weese, K...
PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
15 years 5 months ago
Smarter Sampling in Model-Based Bayesian Reinforcement Learning
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efficient use of data samples, but typically uses significantly more computation. For discrete Markov Decis...
Pablo Samuel Castro, Doina Precup
TKDE
2008
153views more  TKDE 2008»
15 years 6 months ago
Discovering Frequent Agreement Subtrees from Phylogenetic Data
We study a new data mining problem concerning the discovery of frequent agreement subtrees (FASTs) from a set of phylogenetic trees. A phylogenetic tree, or phylogeny, is an unorde...
Sen Zhang, Jason Tsong-Li Wang