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» Parameterized Algorithms for Directed Maximum Leaf Problems
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TFS
2011
194views Education» more  TFS 2011»
14 years 6 months ago
Top-Down Induction of Fuzzy Pattern Trees
Fuzzy pattern tree induction was recently introduced as a novel machine learning method for classification. Roughly speaking, a pattern tree is a hierarchical, tree-like structur...
R. Senge, Eyke Hüllermeier
UAI
1997
15 years 1 months ago
Update Rules for Parameter Estimation in Bayesian Networks
This paper re-examines the problem of parameter estimation in Bayesian networks with missing values and hidden variables from the perspective of recent work in on-line learning [1...
Eric Bauer, Daphne Koller, Yoram Singer
CPM
2005
Springer
116views Combinatorics» more  CPM 2005»
15 years 5 months ago
Exact and Approximation Algorithms for DNA Tag Set Design
In this paper we propose new solution methods for designing tag sets for use in universal DNA arrays. First, we give integer linear programming formulations for two previous formal...
Ion I. Mandoiu, Dragos Trinca
ICRA
1993
IEEE
118views Robotics» more  ICRA 1993»
15 years 3 months ago
Hip Implant Insertability Analysis: A Medical Instance of the Peg-In-Hole Problem
cavity Recent advan.cesin cementless hip replacement surgery have significantly improved the accuracy of bone cavity preparation and custom implant shape design. With the increased...
Leo Joskowicz, Russell H. Taylor
ICASSP
2011
IEEE
14 years 3 months ago
Nonnegative 3-way tensor factorization via conjugate gradient with globally optimal stepsize
This paper deals with the minimal polyadic decomposition (also known as canonical decomposition or Parafac) of a 3way array, assuming each entry is positive. In this case, the low...
Jean-Philip Royer, Pierre Comon, Nadège Thi...