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» Modeling Problem Transformations based on Data Complexity
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TSMC
2010
15 years 2 months ago
Multiobjective Optimization of Temporal Processes
Abstract--This paper presents a dynamic predictiveoptimization framework of a nonlinear temporal process. Datamining (DM) and evolutionary strategy algorithms are integrated in the...
Zhe Song, Andrew Kusiak
ICRA
2000
IEEE
84views Robotics» more  ICRA 2000»
15 years 12 months ago
Enhancing Randomized Motion Planners: Exploring with Haptic Hints
In this paper, we investigate methods for enabling a human operator and an automatic motion planner to cooperatively solve a motion planning query. Our work is motivated by our ex...
O. Burçhan Bayazit, Guang Song, Nancy M. Am...
230
Voted
BMCBI
2007
215views more  BMCBI 2007»
15 years 7 months ago
Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregres
Background: Causal networks based on the vector autoregressive (VAR) process are a promising statistical tool for modeling regulatory interactions in a cell. However, learning the...
Rainer Opgen-Rhein, Korbinian Strimmer
ECOOP
2007
Springer
15 years 11 months ago
Model-driven Software Refactoring
In this chapter, we explore the emerging research domain of modeldriven software refactoring. Program refactoring is a proven technique that aims at improving the quality of sourc...
Tom Mens, Gabriele Taentzer
WSC
2000
15 years 8 months ago
Simulating GI/GI/1 queues and insurance risk processes with subexponential distributions
This paper deals with estimating small tail probabilities of the steady-state waiting time in a GI/GI/1 queue with heavy-tailed (subexponential) service times. The problem of esti...
Nam Kyoo Boots, Perwez Shahabuddin