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UAI
2004
13 years 11 months ago
Predictive State Representations: A New Theory for Modeling Dynamical Systems
Modeling dynamical systems, both for control purposes and to make predictions about their behavior, is ubiquitous in science and engineering. Predictive state representations (PSR...
Satinder P. Singh, Michael R. James, Matthew R. Ru...
BIBM
2010
IEEE
139views Bioinformatics» more  BIBM 2010»
13 years 7 months ago
Scalable, updatable predictive models for sequence data
The emergence of data rich domains has led to an exponential growth in the size and number of data repositories, offering exciting opportunities to learn from the data using machin...
Neeraj Koul, Ngot Bui, Vasant Honavar
PROMISE
2010
13 years 4 months ago
The relationship between search based software engineering and predictive modeling
Search Based Software Engineering (SBSE) is an approach to software engineering in which search based optimization algorithms are used to identify optimal or near optimal solution...
Mark Harman
TSP
2008
114views more  TSP 2008»
13 years 9 months ago
Universal Switching Linear Least Squares Prediction
We consider sequential regression of individual sequences under the square error loss. Using a competitive algorithm framework, we construct a sequential algorithm that can achieve...
Suleyman Serdar Kozat, Andrew C. Singer
WABI
2010
Springer
188views Bioinformatics» more  WABI 2010»
13 years 8 months ago
Prediction of RNA Secondary Structure Including Kissing Hairpin Motifs
Abstract. We present three heuristic strategies for folding RNA sequences into secondary structures including kissing hairpin motifs. The new idea is to construct a kissing hairpin...
Corinna Theis, Stefan Janssen, Robert Giegerich