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103
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RECOMB
2010
Springer
15 years 4 months ago
naiveBayesCall: An Efficient Model-Based Base-Calling Algorithm for High-Throughput Sequencing
Immense amounts of raw instrument data (i.e., images of fluorescence) are currently being generated using ultra high-throughput sequencing platforms. An important computational cha...
Wei-Chun Kao, Yun S. Song
120
Voted
AAAI
2010
15 years 4 months ago
Integrating Sample-Based Planning and Model-Based Reinforcement Learning
Recent advancements in model-based reinforcement learning have shown that the dynamics of many structured domains (e.g. DBNs) can be learned with tractable sample complexity, desp...
Thomas J. Walsh, Sergiu Goschin, Michael L. Littma...
101
Voted
ISMB
1997
15 years 4 months ago
Inference of Molecular Phylogenetic Tree Based on Minimum Model-Based Complexity Method
Hiroshi Tanaka, Fengrong Ren, Toshitsugu Okayama, ...
83
Voted
AAAI
1996
15 years 4 months ago
Cooperator-Base + Task-Base For Agent Modeling: The Virtual Secretary Approach
Wen Cao, Cheng-Gang Bian, Gunnar Hartvigsen
99
Voted
AI
1998
Springer
15 years 2 months ago
Model-Based Diagnostics and Probabilistic Assumption-Based Reasoning
Jürg Kohlas, Bernhard Anrig, Rolf Haenni, Pau...