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Algorithm Selection

Algorithm Selection (sometimes also called per-instance algorithm selection or offline algorithm selection) is a meta-algorithmic technique to choose… Expand
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Papers overview

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Review
2018
Review
2018
The correct use of model evaluation, model selection, and algorithm selection techniques is vital in academic machine learning… Expand
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Highly Cited
2011
Highly Cited
2011
Algorithm portfolios aim to increase the robustness of our ability to solve problems efficiently. While recently proposed… Expand
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Highly Cited
2011
Highly Cited
2011
We consider the problem of correcting errors made by English as a Second Language (ESL) writers and address two issues that are… Expand
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Highly Cited
2009
Highly Cited
2009
The algorithm selection problem [Rice 1976] seeks to answer the question: Which algorithm is likely to perform best for my… Expand
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Highly Cited
2008
Highly Cited
2008
It has been widely observed that there is no single "dominant" SAT solver; instead, different solvers perform best on different… Expand
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Highly Cited
2006
Highly Cited
2006
This paper introduces a new method for learning algorithm evaluation and selection, with empirical results based on… Expand
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Highly Cited
2002
Highly Cited
2002
The goal of this thesis is to provide support to the analyst in selecting the appropriate classification algorithm for a specific… Expand
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Highly Cited
2000
Highly Cited
2000
Abstract A new method is presented for adaptive document image binarization, where the page is considered as a collection of… Expand
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Highly Cited
1996
Highly Cited
1996
1 GAs: What Are They?.- 2 GAs: How Do They Work?.- 3 GAs: Why Do They Work?.- 4 GAs: Selected Topics.- 5 Binary or Float?.- 6… Expand
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Highly Cited
1976
Highly Cited
1976
Publisher Summary The problem of selecting an effective algorithm arises in a wide variety of situations. This chapter starts… Expand
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