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ICML
2004
IEEE
15 years 10 months ago
Online learning of conditionally I.I.D. data
In this work we consider the task of relaxing the i.i.d assumption in online pattern recognition (or classification), aiming to make existing learning algorithms applicable to a ...
Daniil Ryabko
ISAAC
2004
Springer
153views Algorithms» more  ISAAC 2004»
15 years 10 months ago
Canonical Data Structure for Interval Probe Graphs
The class of interval probe graphs is introduced to deal with the physical mapping and sequencing of DNA as a generalization of interval graphs. The polynomial time recognition al...
Ryuhei Uehara
BICOB
2010
Springer
15 years 9 months ago
Folding-aware and Structure-conscious 3D Substructures in Folding Data: Identification and Applications
Molecular dynamics simulations have been employed by biologists to study the protein folding problem. Such simulations have resulted in a large number of protein folding trajector...
Hui Yang, Saurabh Gupte, Runtang Wang, Rahul Parte
ER
2007
Springer
102views Database» more  ER 2007»
15 years 8 months ago
Relational Data Tailoring Through View Composition
This paper presents a methodology to derive views over a relational database by applying a sequence of appropriately defined operations to the global schema. Such tailoring and com...
Cristiana Bolchini, Elisa Quintarelli, Rosalba Ros...
UAI
2004
15 years 6 months ago
Factored Latent Analysis for far-field Tracking Data
This paper uses Factored Latent Analysis (FLA) to learn a factorized, segmental representation for observations of tracked objects over time. Factored Latent Analysis is latent cl...
Chris Stauffer