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ICMLA
2007
15 years 8 months ago
SVMotif: A Machine Learning Motif Algorithm
We describe SVMotif, a support vector machine-based learning algorithm for identification of cellular DNA transcription factor (TF) motifs extrapolated from known TF-gene interact...
Mark A. Kon, Yue Fan, Dustin T. Holloway, Charles ...
LREC
2008
146views Education» more  LREC 2008»
15 years 8 months ago
A Contextual Dynamic Network Model for WSD Using Associative Concept Dictionary
Many of the Japanese ideographs (Chinese characters) have a few meanings. Such ambiguities should be identified by using their contextual information. For example, we have an ideo...
Jun Okamoto, Kiyoko Uchiyama, Shun Ishizaki
LREC
2008
118views Education» more  LREC 2008»
15 years 8 months ago
FATE: a FrameNet-Annotated Corpus for Textual Entailment
Several studies indicate that the level of predicate-argument structure is relevant for modeling prevalent phenomena in current textual entailment corpora. Although large resource...
Aljoscha Burchardt, Marco Pennacchiotti
NIPS
2008
15 years 8 months ago
Human Active Learning
We investigate a topic at the interface of machine learning and cognitive science. Human active learning, where learners can actively query the world for information, is contraste...
Rui M. Castro, Charles Kalish, Robert Nowak, Ruich...
SDM
2008
SIAM
176views Data Mining» more  SDM 2008»
15 years 8 months ago
A General Model for Multiple View Unsupervised Learning
Multiple view data, which have multiple representations from different feature spaces or graph spaces, arise in various data mining applications such as information retrieval, bio...
Bo Long, Philip S. Yu, Zhongfei (Mark) Zhang