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cs.LG2011★ 1 cited
Combining One-Class Classifiers via Meta-Learning
Eitan Menahem, Lior Rokach, Yuval Elovici
Selecting the best classifier among the available ones is a difficult task, especially when only instances of one class exist. In this work we examine the notion of combining one-c…
cs.SI2011★ 2 cited
Incremental Learning with Accuracy Prediction of Social and Individual Properties from Mobile-Phone Data
Yaniv Altshuler, Nadav Aharony, Michael Fire +2
Mobile phones are quickly becoming the primary source for social, behavioral, and environmental sensing and data collection. Today's smartphones are equipped with increasingly more…