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JMLR
2010
118views more  JMLR 2010»
13 years 6 months ago
Gaussian processes with monotonicity information
A method for using monotonicity information in multivariate Gaussian process regression and classification is proposed. Monotonicity information is introduced with virtual derivat...
Jaakko Riihimäki, Aki Vehtari
PODS
2006
ACM
98views Database» more  PODS 2006»
14 years 11 months ago
Processing queries on tree-structured data efficiently
This is a survey of algorithms, complexity results, and general solution techniques for efficiently processing queries on tree-structured data. I focus on query languages that com...
Christoph Koch
CW
2002
IEEE
14 years 4 months ago
Process of Software Evolution
A number of interesting phenomena can be observed when lifelong processes of object-oriented software are analyzed from the viewpoint of software evolution. This paper proposes a ...
Tetsuo Tamai
STAIRS
2008
175views Education» more  STAIRS 2008»
14 years 18 days ago
Learning Process Behavior with EDY: an Experimental Analysis
This paper presents an extensive evaluation, on artificial datasets, of EDY, an unsupervised algorithm for automatically synthesizing a Structured Hidden Markov Model (S-HMM) from ...
Ugo Galassi
CORR
2008
Springer
103views Education» more  CORR 2008»
13 years 11 months ago
Quickest Change Detection of a Markov Process Across a Sensor Array
Recent attention in quickest change detection in the multi-sensor setting has been on the case where the densities of the observations change at the same instant at all the sensor...
Vasanthan Raghavan, Venugopal V. Veeravalli