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KDD
2009
ACM
170views Data Mining» more  KDD 2009»
16 years 2 months ago
Genre-based decomposition of email class noise
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...
Aleksander Kolcz, Gordon V. Cormack
123
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KDD
2003
ACM
150views Data Mining» more  KDD 2003»
16 years 2 months ago
Learning relational probability trees
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
Jennifer Neville, David Jensen, Lisa Friedland, Mi...
CHI
2008
ACM
16 years 2 months ago
Activity sensing in the wild: a field trial of ubifit garden
Recent advances in small inexpensive sensors, low-power processing, and activity modeling have enabled applications that use on-body sensing and machine learning to infer people&#...
Sunny Consolvo, David W. McDonald, Tammy Toscos, M...
103
Voted
CHI
2008
ACM
16 years 2 months ago
Evaluation of a role-based approach for customizing a complex development environment
Coarse-grained approaches to customization allow the user to enable or disable groups of features at once, rather than individual features. While this may reduce the complexity of...
Leah Findlater, Joanna McGrenere, David Modjeska
CHI
2007
ACM
16 years 2 months ago
Endpoint prediction using motion kinematics
Recently proposed novel interaction techniques such as cursor jumping [1] and target expansion for tiled arrangements [13] are predicated on an ability to effectively estimate the...
Edward Lank, Yi-Chun Nikko Cheng, Jaime Ruiz