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Abstraction, Reformulation and Approximation

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Cover of 'Abstraction, Reformulation and Approximation'

Table of Contents

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    Book Overview
  2. Altmetric Badge
    Chapter 1 Verifying the Incorrectness of Programs and Automata
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    Chapter 2 Generating Admissible Heuristics by Abstraction for Search in Stochastic Domains
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    Chapter 3 Synthesizing Plans for Multiple Domains
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    Chapter 4 Abstract Policy Evaluation for Reactive Agents
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    Chapter 5 Abstraction, Reformulation and Approximation
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    Chapter 6 Transforming and Refining Abstract Constraint Specifications
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    Chapter 7 Learning Regular Expressions from Noisy Sequences
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    Chapter 8 From Factorial and Hierarchical HMM to Bayesian Network: A Representation Change Algorithm
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    Chapter 9 Hierarchical Heuristic Search Revisited
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    Chapter 10 Multinomial Event Model Based Abstraction for Sequence and Text Classification
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    Chapter 11 Petri Net Reachability Checking Is Polynomial with Optimal Abstraction Hierarchies
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    Chapter 12 Detecting and Breaking Symmetries by Reasoning on Problem Specifications
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    Chapter 13 Approximate Model-Based Diagnosis Using Preference-Based Compilation
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    Chapter 14 Function Approximation via Tile Coding: Automating Parameter Choice
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    Chapter 15 Creating Better Abstract Operators
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    Chapter 16 Abstraction, Reformulation and Approximation
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    Chapter 17 Compositional Derivation of Symmetries for Constraint Satisfaction
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    Chapter 18 Solving the 24 Puzzle with Instance Dependent Pattern Databases
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    Chapter 19 Combining Feature Selection and Feature Construction to Improve Concept Learning for High Dimensional Data
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    Chapter 20 A Qualitative Spatio-temporal Abstraction of a Disaster Space
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    Chapter 21 The Cruncher: Automatic Concept Formation Using Minimum Description Length
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    Chapter 22 Experiments with Multiple Abstraction Heuristics in Symbolic Verification
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    Chapter 23 Probabilistic Abstraction of Uncertain Temporal Data for Multiple Subjects
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    Chapter 24 Learning Classifiers Using Hierarchically Structured Class Taxonomies.
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    Chapter 25 Feature-Discovering Approximate Value Iteration Methods
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    Chapter 26 Designing Views to Efficiently Answer Real SQL Queries
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    Chapter 27 The Multi-depot Periodic Vehicle Routing Problem
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    Chapter 28 Abstract Representation in Painting and Computing
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    Chapter 29 Categorizing Gene Expression Correlations with Bioclinical Data: An Abstraction Based Approach
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    Chapter 30 Learning Abstract Scheduling Models
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    Chapter 31 Knowledge Acquisition on Manipulation of Flow and Water Quality Models
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    Chapter 32 Abstraction and Multiple Abstraction in the Symbolic Modeling of the Environment of Mobile Robots
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    Chapter 33 Sequential Decision Making Under Uncertainty
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    Chapter 34 Automatic State Abstraction for Pathfinding in Real-Time Video Games
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    Chapter 35 Model-Based Search
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    Chapter 36 Learning Skills in Reinforcement Learning Using Relative Novelty
Attention for Chapter 24: Learning Classifiers Using Hierarchically Structured Class Taxonomies.
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Chapter title
Learning Classifiers Using Hierarchically Structured Class Taxonomies.
Chapter number 24
Book title
Abstraction, Reformulation and Approximation
Published in
Lecture notes in computer science, July 2005
DOI 10.1007/11527862_24
Pubmed ID
Book ISBNs
978-3-54-027872-6, 978-3-54-031882-8
Authors

Feihong Wu, Jun Zhang, Vasant Honavar

Editors

Jean-Daniel Zucker, Lorenza Saitta

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 40 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Portugal 1 3%
Colombia 1 3%
Germany 1 3%
Brazil 1 3%
Mexico 1 3%
Unknown 35 88%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 12 30%
Researcher 8 20%
Student > Master 7 18%
Student > Bachelor 4 10%
Student > Postgraduate 2 5%
Other 4 10%
Unknown 3 8%
Readers by discipline Count As %
Computer Science 22 55%
Engineering 5 13%
Biochemistry, Genetics and Molecular Biology 2 5%
Agricultural and Biological Sciences 1 3%
Linguistics 1 3%
Other 0 0%
Unknown 9 23%