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C5
2003
IEEE
15 years 10 months ago
Squeak Workshop Experiences in Kyoto
This poster presentation introduces our first Squeak workshops offered in the context of the ALAN-K (Advanced LeArning Network in Kyoto) project (Konomi and Karuno, 2003), which i...
Hiroki Karuno, Shin'ichi Konomi
AAAI
2008
15 years 7 months ago
Text Categorization with Knowledge Transfer from Heterogeneous Data Sources
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...
Rakesh Gupta, Lev-Arie Ratinov
NIPS
1993
15 years 6 months ago
Convergence of Stochastic Iterative Dynamic Programming Algorithms
Recent developments in the area of reinforcement learning have yielded a number of new algorithms for the prediction and control of Markovian environments. These algorithms,includ...
Tommi Jaakkola, Michael I. Jordan, Satinder P. Sin...
BMCBI
2010
145views more  BMCBI 2010»
15 years 5 months ago
Clustering metagenomic sequences with interpolated Markov models
Background: Sequencing of environmental DNA (often called metagenomics) has shown tremendous potential to uncover the vast number of unknown microbes that cannot be cultured and s...
David R. Kelley, Steven L. Salzberg
BMCBI
2008
138views more  BMCBI 2008»
15 years 5 months ago
Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction
Background: We present a novel method of protein fold decoy discrimination using machine learning, more specifically using neural networks. Here, decoy discrimination is represent...
Ching-Wai Tan, David T. Jones