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ISMB
1996
15 years 8 months ago
Finding Genes in DNA Using Decision Trees and Dynamic Programming
This study demonstratesthe use of decision tree classifiers as the basis for a general gene-finding system. The system uses a dynamic programmingalgorithm that. finds the optimal ...
Steven Salzberg, Xin Chen, John Henderson, Kenneth...
ISMB
1994
15 years 8 months ago
Inductive Logic Programming Used to Discover Topological Constraints in Protein Structures
Thispaperdescribesthe applicationof the Inductive Logic Programming0LP) program GOLEMto the discoveryof constraintsin the packingof beta-sheets in alpha/betaproteins. Theseconstra...
Ross D. King, Dominic A. Clark, Jack Shirazi, Mich...
ISMB
1994
15 years 8 months ago
Optimally Parsing a Sequence into Different Classes Based on Multiple Types of Evidence
Weconsider the problem of parsing a sequence into different classes of subsequences.Twocommonexamplesare finding the exons and introns in genomicsequences and identifying the seco...
Gary D. Stormo, David Haussler
ISMB
1993
15 years 8 months ago
Using Dirichlet Mixture Priors to Derive Hidden Markov Models for Protein Families
A Bayesian method for estimating the amino acid distributions in the states of a hidden Markov model (HMM) for a protein familyor the columns of a multiple alignment of that famil...
Michael Brown, Richard Hughey, Anders Krogh, I. Sa...
ISMB
1993
15 years 8 months ago
Protein Classification Using Neural Networks
Wehave recently described a method based on Artificial Neural Networksto cluster protein sequences into families. The network was trained with Kohonen’s unsupervised-learning al...
Edgardo A. Ferrán, Pascual Ferrara, Bernard...