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Foundations of Intelligent Systems

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Cover of 'Foundations of Intelligent Systems'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Knowledge Representation for Information Integration
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    Chapter 2 Infrastructure and Interoperability for Agent-Mediated Services
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    Chapter 3 Improving Classification by Removing or Relabeling Mislabeled Instances
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    Chapter 4 Incremental Learning with Partial Instance Memory
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    Chapter 5 KDD-Based Approach to Musical Instrument Sound Recognition
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    Chapter 6 Learning Significant Alignments: An Alternative to Normalized Local Alignment
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    Chapter 7 A Plausibility Description Logics for Reasoning with Information Sources Having Different Formats and Structures
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    Chapter 8 Roles of Ontologies for Web Intelligence
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    Chapter 9 Handling Semantic Inconsistencies in Distributed Knowledge Systems Using Ontologies
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    Chapter 10 Structured Ontology and Information Retrieval for Email Search and Discovery
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    Chapter 11 Conceptual Clustering of Heterogeneous Sequences via Schema Mapping
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    Chapter 12 Is a Greedy Covering Strategy an Extreme Boosting?
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    Chapter 13 Acquisition of a Knowledge Dictionary from Training Examples Including Multiple Values
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    Chapter 14 Mining Bayesian Network Structure for Large Sets of Variables
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    Chapter 15 Automatic Generation of Trivia Questions
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    Chapter 16 Answering Queries Addressed to Several Databases: A Query Evaluator which Implements a Majority Merging Approach
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    Chapter 17 Minimal Generalizations under OI-Implication
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    Chapter 18 I-Search: A System for Intelligent Information Search on the Web
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    Chapter 19 Four-Valued Knowledge Augmentation for Representing Structured Documents
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    Chapter 20 WISECON — An Intelligent Assistant for Buying Computers on the Internet
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    Chapter 21 Basic Semantics of the Logic of Plausible Reasoning
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    Chapter 22 Logic-Based Reasoning on Delegatable Authorizations
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    Chapter 23 Mixing Selections and Foreign Key Joins in Queries against Possibilistic Databases
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    Chapter 24 Aggregates as Meta Functions
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    Chapter 25 A Knowledge-Based Approach to Querying Heterogeneous Databases
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    Chapter 26 Using User Profiles in Intelligent Information Retrieval
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    Chapter 27 Partition-Refining Algorithms for Learning Finite State Automata
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    Chapter 28 Computing Full and Iceberg Datacubes Using Partitions
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    Chapter 29 A Dynamic Approach to Dimensionality Reduction in Relational Learning
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    Chapter 30 Incremental and Dynamic Text Mining
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    Chapter 31 A Logic Framework for the Integration of Databases
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    Chapter 32 Inference for Annotated Logics over Distributive Lattices
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    Chapter 33 Disjunctive Logic Programs with Inheritance Revisited
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    Chapter 34 Knowledge Constructions for Artificial Intelligence
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    Chapter 35 Validation and Reparation of Knowledge Bases
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    Chapter 36 Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model
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    Chapter 37 Inheriting Parents Operators: A New Dynamic Strategy for Improving Evolutionary Algorithms
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    Chapter 38 An Intelligent Web Recommendation System: A Web Usage Mining Approach
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    Chapter 39 Porphyry 2001: Semantics for Scholarly Publications Retrieval
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    Chapter 40 Preprocessor to Improve Performance of GA in Determining Bending Process for Sheet Metal Industry
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    Chapter 41 Recognizing and Discovering Complex Events in Sequences
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    Chapter 42 Why to Apply Generalized Disjunction-Free Generators Representation of Frequent Patterns?
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    Chapter 43 Trading-Off Local versus Global Effects of Regression Nodes in Model Trees
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    Chapter 44 An Efficient Intelligent Agent System for Automated Recommendation in Electronic Commerce
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    Chapter 45 Matching an XML Document against a Set of DTDs
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    Chapter 46 Decision Tree Modeling with Relational Views
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    Chapter 47 Discovering Sequential Association Rules with Constraints and Time Lags in Multiple Sequences
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    Chapter 48 Mining Association Rules in Preference-Ordered Data
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    Chapter 49 Unknown Attribute Values Processing by Meta-learner
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    Chapter 50 Intelligent Buffer Cache Management in Multimedia Data Retrieval
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    Chapter 51 A Logical Formalization of Semistructured Data Models
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    Chapter 52 Solving Travel Problems by Integrating W eb Information with Planning
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    Chapter 53 A Framework for Generating Task Specific Information Extraction Systems
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    Chapter 54 A Formal Framework for Reasoning on UML Class Diagrams
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    Chapter 55 A Biological Approach to the Development of Computer Autoimmune Systems
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    Chapter 56 Adaptive Layout Analysis of Document Images
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    Chapter 57 A NLG-Based Presentation Method for Supporting KDD End-Users
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    Chapter 58 A Tool Supported Structured Method for Planning Domain Acquisition
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    Chapter 59 Probabilistic Aggregates
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    Chapter 60 Samples for Understanding Data-Semantics in Relations
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    Chapter 61 Cooperation of Multiple Strategies for Automated Learning in Complex Environments
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    Chapter 62 Classifier Fusion Using Local Confidence
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    Chapter 63 Feature Selection for Ensembles of Simple Bayesian Classifiers
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    Chapter 64 Data Squashing for Speeding Up Boosting-Based Outlier Detection
Attention for Chapter 43: Trading-Off Local versus Global Effects of Regression Nodes in Model Trees
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Chapter title
Trading-Off Local versus Global Effects of Regression Nodes in Model Trees
Chapter number 43
Book title
Foundations of Intelligent Systems
Published by
Springer, Berlin, Heidelberg, June 2002
DOI 10.1007/3-540-48050-1_43
Book ISBNs
978-3-54-043785-7, 978-3-54-048050-1
Authors

Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli, Malerba, Donato, Appice, Annalisa, Ceci, Michelangelo, Monopoli, Marianna

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
France 2 13%
Switzerland 1 6%
Unknown 13 81%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 44%
Professor 2 13%
Researcher 2 13%
Student > Master 1 6%
Professor > Associate Professor 1 6%
Other 0 0%
Unknown 3 19%
Readers by discipline Count As %
Computer Science 11 69%
Agricultural and Biological Sciences 1 6%
Decision Sciences 1 6%
Unknown 3 19%