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» The Inference Problem: A Survey
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EOR
2007
105views more  EOR 2007»
15 years 26 days ago
Newton's method and its use in optimization
Newton’s method is a basic tool in numerical analysis and numerous applications, including operations research and data mining. We survey the history of the method, its main ide...
Boris T. Polyak
CSL
1998
Springer
15 years 18 days ago
Evaluation in the context of natural language generation
What role should evaluation play in the development of natural language generation () techniques and systems? In this paper we describe what is involved in natural langua...
Chris Mellish, R. Dale
ICDM
2008
IEEE
150views Data Mining» more  ICDM 2008»
15 years 7 months ago
Pseudolikelihood EM for Within-network Relational Learning
In this work, we study the problem of within-network relational learning and inference, where models are learned on a partially labeled relational dataset and then are applied to ...
Rongjing Xiang, Jennifer Neville
BMCBI
2010
153views more  BMCBI 2010»
15 years 1 months ago
Metamotifs - a generative model for building families of nucleotide position weight matrices
Background: Development of high-throughput methods for measuring DNA interactions of transcription factors together with computational advances in short motif inference algorithms...
Matias Piipari, Thomas A. Down, Tim J. P. Hubbard
SIGMETRICS
2008
ACM
135views Hardware» more  SIGMETRICS 2008»
15 years 25 days ago
In search of the elusive ground truth: the internet's as-level connectivity structure
Despite significant efforts to obtain an accurate picture of the Internet's actual connectivity structure at the level of individual autonomous systems (ASes), much has remai...
Ricardo V. Oliveira, Dan Pei, Walter Willinger, Be...