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- W1968245087 abstract "Query-by-example and query-by-keyword both suffer from the problem of aliasing, meaning that example-images and keywords potentially have variable interpretations or multiple semantics. For discerning which semantic is appropriate for a given query, we have established that combining active learning with kernel methods is a very effective approach. In this work, we first examine active-learning strategies, and then focus on addressing the challenges of two scalability issues: scalability in dataset size and in concept complexity. We present remedies, explain limitations, and discuss future directions that research might take." @default.
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- W1968245087 date "2004-06-13" @default.
- W1968245087 modified "2023-10-16" @default.
- W1968245087 title "On scalability of active learning for formulating query concepts" @default.
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- W1968245087 doi "https://doi.org/10.1145/1039470.1039477" @default.
- W1968245087 hasPublicationYear "2004" @default.
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