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KDD
2005
ACM
158views Data Mining» more  KDD 2005»
14 years 9 months ago
Adversarial learning
Many classification tasks, such as spam filtering, intrusion detection, and terrorism detection, are complicated by an adversary who wishes to avoid detection. Previous work on ad...
Daniel Lowd, Christopher Meek
CHI
2010
ACM
14 years 3 months ago
Interactive optimization for steering machine classification
Interest has been growing within HCI on the use of machine learning and reasoning in applications to classify such hidden states as user intentions, based on observations. HCI res...
Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric H...
SAC
2005
ACM
14 years 2 months ago
Comparing approaches to predict transmembrane domains in protein sequences
There are today several systems for predicting transmembrane domains in membrane protein sequences. As they are based on different classifiers as well as different pre- and post-p...
Paul Davidsson, Johan Hagelbäck, Kenny Svenss...
ICASSP
2009
IEEE
13 years 6 months ago
Tree configuration games for distributed stream mining systems
We consider the problem of configuring classifier trees in distributed stream mining system. The configuration involves selecting appropriate false-alarm detection tradeoffs for e...
Hyunggon Park, Deepak S. Turaga, Olivier Verscheur...
CSCW
2011
ACM
13 years 3 months ago
Empirical software engineering at Microsoft Research
We describe the activities of the Empirical Software Engineering (ESE) group at Microsoft Research. We highlight our research themes and activities using examples from our researc...
Christian Bird, Brendan Murphy, Nachiappan Nagappa...