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CORR
2011
Springer
213views Education» more  CORR 2011»
14 years 6 months ago
Adapting to Non-stationarity with Growing Expert Ensembles
Forecasting sequences by expert ensembles generally assumes stationary or near-stationary processes; however, in complex systems and many real-world applications, we are frequentl...
Cosma Rohilla Shalizi, Abigail Z. Jacobs, Aaron Cl...
ECML
2006
Springer
15 years 3 months ago
Deconvolutive Clustering of Markov States
In this paper we formulate the problem of grouping the states of a discrete Markov chain of arbitrary order simultaneously with deconvolving its transition probabilities. As the na...
Ata Kabán, Xin Wang
DNA
2005
Springer
132views Bioinformatics» more  DNA 2005»
15 years 5 months ago
DNA Recombination by XPCR
The first step of the Adleman-Lipton extract model in DNA computing is the combinatorial generation of libraries. In this paper a new method is proposed for generating a initial p...
Giuditta Franco, Vincenzo Manca, Cinzia Giagulli, ...
SNPD
2008
15 years 1 months ago
Testing Component-Based Real Time Systems
This paper focuses on studying efficient solutions for modeling and deriving compositional tests for component-based real-time systems. In this work, we propose a coherent framewo...
Rachid Bouaziz, Ismail Berrada
COLT
2005
Springer
15 years 5 months ago
A PAC-Style Model for Learning from Labeled and Unlabeled Data
Abstract. There has been growing interest in practice in using unlabeled data together with labeled data in machine learning, and a number of different approaches have been develo...
Maria-Florina Balcan, Avrim Blum