Sciweavers

79 search results - page 7 / 16
» Class Label Enhancement via Related Instances
Sort
View
ICDM
2008
IEEE
150views Data Mining» more  ICDM 2008»
15 years 4 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
IJCAI
2003
14 years 11 months ago
Coherent Keyphrase Extraction via Web Mining
Keyphrases are useful for a variety of purposes, including summarizing, indexing, labeling, categorizing, clustering, highlighting, browsing, and searching. The task of automatic ...
Peter D. Turney
88
Voted
COLT
2003
Springer
15 years 2 months ago
Learning with Equivalence Constraints and the Relation to Multiclass Learning
Abstract. We study the problem of learning partitions using equivalence constraints as input. This is a binary classification problem in the product space of pairs of datapoints. ...
Aharon Bar-Hillel, Daphna Weinshall
KDD
2005
ACM
106views Data Mining» more  KDD 2005»
15 years 3 months ago
Enhancing the lift under budget constraints: an application in the mutual fund industry
A lift curve, with the true positive rate on the y-axis and the customer pull (or contact) rate on the x-axis, is often used to depict the model performance in many data mining ap...
Lian Yan, Michael Fassino, Patrick Baldasare
81
Voted
LICS
2007
IEEE
15 years 3 months ago
A Contraction Method to Decide MSO Theories of Deterministic Trees
In this paper we generalize the contraction method, originally proposed by Elgot and Rabin and later extended by Carton and Thomas, from labeled linear orderings to colored determ...
Angelo Montanari, Gabriele Puppis