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SBIA
2004
Springer
14 years 4 months ago
Learning with Drift Detection
Abstract. Most of the work in machine learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Pedro Medas, Gladys Castillo, Pe...
ISSTA
2010
ACM
14 years 24 days ago
Causal inference for statistical fault localization
This paper investigates the application of causal inference methodology for observational studies to software fault localization based on test outcomes and profiles. This methodo...
George K. Baah, Andy Podgurski, Mary Jean Harrold
PERVASIVE
2007
Springer
13 years 10 months ago
Securing Pocket Hard Drives
Inexpensive portable storage devices that are available in the market today have made it easier for users to carry data and programs with them and borrow computing platforms when ...
Nishkam Ravi, Chandra Narayanaswami, Mandayam T. R...
SIGADA
2004
Springer
14 years 4 months ago
Comparative analysis of genetic algorithm implementations
Genetic Algorithms provide computational procedures that are modeled on natural genetic system mechanics, whereby a coded solution is “evolved” from a set of potential solutio...
Robert Soricone, Melvin Neville
STOC
1998
ACM
135views Algorithms» more  STOC 1998»
14 years 3 months ago
Checking Polynomial Identities over any Field: Towards a Derandomization?
We present a Monte Carlo algorithm for testing multivariate polynomial identities over any field using fewer random bits than other methods. To test if a polynomial P(x1 ::: xn) ...
Daniel Lewin, Salil P. Vadhan