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Version space learning
Known as:
Candidate elimination
, Version Space
, Version spaces
Version space learning is a logical approach to machine learning, specifically binary classification. Version space learning algorithms search a…
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Related topics
Related topics
7 relations
Binary classification
Formal concept analysis
Inductive logic programming
Rough set
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Graphics processing unit-accelerated multi-resolution exhaustive search algorithm for real-time keypoint descriptor matching in high-dimensional spaces
Chi-Yi Tsai
,
Chih-Hung Huang
,
An-Hung Tsao
IET Computer Vision
2016
Corpus ID: 38062788
Image keypoint descriptor matching is an important pre-processing task in various computer vision applications. This study first…
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2008
2008
Bayes Machines for binary classification
D. Hernández-Lobato
,
José Miguel Hernández-Lobato
Pattern Recognition Letters
2008
Corpus ID: 39625398
2006
2006
Version Space Learning for Possibilistic Hypotheses
H. Prade
,
M. Serrurier
European Conference on Artificial Intelligence
2006
Corpus ID: 32067406
In this paper, we are interested in learning stratified hypotheses from examples and counter-examples associated with weights…
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Review
2006
Review
2006
Bipolar Representations in Reasoning, Knowledge Extraction and Decision Processes
D. Dubois
,
H. Prade
International Conference on Rough Sets and…
2006
Corpus ID: 16711682
This paper surveys various areas in information engineering where an explicit handling of positive and negative sides of…
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2003
2003
Extracting semantics from data cubes using cube transversals and closures
Alain Casali
,
R. Cicchetti
,
L. Lakhal
Knowledge Discovery and Data Mining
2003
Corpus ID: 16716932
In this paper we propose a lattice-based approach intended for extracting semantics from datacubes: borders of version spaces for…
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2002
2002
Version Space Learning with DNA Molecules
Hee-Woong Lim
,
Jihye Yun
,
Hae-Man Jang
,
Young-Gyu Chai
,
S. Yoo
,
Byoung-Tak Zhang
DNA
2002
Corpus ID: 8468614
Version space is used in inductive concept learning to represent the hypothesis space where the goal concept is expressed as a…
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2001
2001
A Layered Architecture for Uniform Version Management
B. Westfechtel
,
B. Munch
,
R. Conradi
IEEE Trans. Software Eng.
2001
Corpus ID: 14167269
Version management is a key part of software configuration management. A big variety of version models has been realized in both…
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2000
2000
Nonweak/Strong Solutions of Linear and Nonlinear Hyperbolic and Parabolic Equations Resulting from a Single Conservation Law
K. Surana
,
M. Bona
International Journal of Computational…
2000
Corpus ID: 12193260
This paper presents an investigation of the numerical computations of nonweak/strong solutions of linear and nonlinear hyperbolic…
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1997
1997
Change management needs integrated process and configuration management
Gregor Joeris
ESEC '97/FSE-5
1997
Corpus ID: 15664226
Change management is a core problem of software development. Management of changes means managing the process of change as well…
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1990
1990
Effective Generalization of Relational Descriptions
Larry Watanabe
,
L. Rendell
AAAI Conference on Artificial Intelligence
1990
Corpus ID: 18588886
The problem of computing maximally-specific generalizations (MSCG's) of relational descriptions can be modelled as tree search…
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