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SDM
2007
SIAM
126views Data Mining» more  SDM 2007»
15 years 8 months ago
Nonlinear Dimensionality Reduction using Approximate Nearest Neighbors
Nonlinear dimensionality reduction methods often rely on the nearest-neighbors graph to extract low-dimensional embeddings that reliably capture the underlying structure of high-d...
Erion Plaku, Lydia E. Kavraki
AAAI
2006
15 years 8 months ago
Factored Planning: How, When, and When Not
Automated domain factoring, and planning methods that utilize them, have long been of interest to planning researchers. Recent work in this area yielded new theoretical insight an...
Ronen I. Brafman, Carmel Domshlak
AAAI
2000
15 years 8 months ago
Gridworlds as Testbeds for Planning with Incomplete Information
Gridworlds are popular testbeds for planning with incomplete information but not much is known about their properties. We study a fundamental planning problem, localization, to in...
Craig A. Tovey, Sven Koenig
COLING
1996
15 years 8 months ago
Towards a More Careful Evaluation of Broad Coverage Parsing Systems
Since treebanks have become available to researchers a wide variety of techniques has been used to make broad coverage parsing systems. This makes quantitative evaluation very imp...
Wide R. Hogenhout, Yuji Matsumoto
164
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ICMCS
2010
IEEE
156views Multimedia» more  ICMCS 2010»
15 years 7 months ago
Enriching music mood annotation by semantic association reasoning
Mood annotation of music is challenging as it concerns not only audio content but also extra-musical information. It is a representative research topic about how to traverse the w...
Jun Wang, Xavier Anguera, Xiaoou Chen, Deshun Yang