Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing
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- ArticleOctober 2003
Learner: a system for acquiring commonsense knowledge by analogy
K-CAP '03: Proceedings of the 2nd international conference on Knowledge captureOctober 2003, pp 4–12https://doi.org/10.1145/945645.945650One of the long-term goals of Artificial Intelligence is construction of a machine that is capable of reasoning about the everyday world the way humans are. In this paper, I first argue that construction of a large collection of statements about ...
- articleMarch 2002
Support vector machine active learning with applications to text classification
The Journal of Machine Learning Research (JMLR), Volume 23/1/2002, pp 45–66https://doi.org/10.1162/153244302760185243Support vector machines have met with significant success in numerous real-world learning tasks. However, like most machine learning algorithms, they are generally applied using a randomly selected training set classified in advance. In many settings, ...
