Sciweavers

597 search results - page 66 / 120
» Scalable, updatable predictive models for sequence data
Sort
View
98
Voted
SDM
2007
SIAM
140views Data Mining» more  SDM 2007»
15 years 2 months ago
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
114
Voted
KDD
2002
ACM
171views Data Mining» more  KDD 2002»
16 years 29 days ago
Mining complex models from arbitrarily large databases in constant time
In this paper we propose a scaling-up method that is applicable to essentially any induction algorithm based on discrete search. The result of applying the method to an algorithm ...
Geoff Hulten, Pedro Domingos
151
Voted
BMCBI
2005
126views more  BMCBI 2005»
15 years 13 days ago
GANN: Genetic algorithm neural networks for the detection of conserved combinations of features in DNA
Background: The multitude of motif detection algorithms developed to date have largely focused on the detection of patterns in primary sequence. Since sequence-dependent DNA struc...
Robert G. Beiko, Robert L. Charlebois
95
Voted
BMCBI
2004
81views more  BMCBI 2004»
15 years 12 days ago
Few amino acid positions in rpoB are associated with most of the rifampin resistance in Mycobacterium tuberculosis
Background: Mutations in rpoB, the gene encoding the subunit of DNA-dependent RNA polymerase, are associated with rifampin resistance in Mycobacterium tuberculosis. Several studi...
Michael P. Cummings, Mark R. Segal
ALENEX
2003
137views Algorithms» more  ALENEX 2003»
15 years 1 months ago
The Markov Chain Simulation Method for Generating Connected Power Law Random Graphs
Graph models for real-world complex networks such as the Internet, the WWW and biological networks are necessary for analytic and simulation-based studies of network protocols, al...
Christos Gkantsidis, Milena Mihail, Ellen W. Zegur...