Coverart for item
The Resource Machine learning : concepts, methodologies, tools and applications, Information Resources Management Association, editor

Machine learning : concepts, methodologies, tools and applications, Information Resources Management Association, editor

Label
Machine learning : concepts, methodologies, tools and applications
Title
Machine learning
Title remainder
concepts, methodologies, tools and applications
Statement of responsibility
Information Resources Management Association, editor
Contributor
Subject
Language
eng
Summary
"This reference offers a wide-ranging selection of key research in a complex field of study, discussing topics ranging from using machine learning to improve the effectiveness of agents and multi-agent systems to developing machine learning software for high frequency trading in financial markets"--Provided by publisher
Dewey number
006.3/1
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • IGI Global
  • Information Resources Management Association
http://library.link/vocab/subjectName
  • Machine learning
  • Software engineering
  • Machine learning
Target audience
  • adult
  • specialized
Label
Machine learning : concepts, methodologies, tools and applications, Information Resources Management Association, editor
Instantiates
Publication
Bibliography note
Includes bibliographical references
Color
black and white
Contents
  • ""Title""; ""List of Contributors""; ""Contents""; ""Preface""; ""Section I""; ""A Comparison ofHuman and ComputerInformation Processing""; ""Machine Learning""; ""Machine LearningThrough Data Mining""; ""Calibration of MachineLearning Models""; ""Classification of WebPages Using MachineLearning Techniques""; ""3D Modelling andArtificial Intelligence:A Descriptive Overview""; ""An Overview of KnowledgeTranslation""; ""Adaptive Technologyand Its Applications""; ""Adaptive Technologyand Its Applications""; ""Adaptive Algorithms forIntelligent GeometricComputing""
  • ""Different Roles and Definitionsof Spatial Data Fusion""""Section II""; ""Machine Learningas a CommonsenseReasoning Process""; ""Motivated Learning forComputational Intelligence""; ""Designing a ComputationalModel of Learning""; ""Intelligent MAS in SystemEngineering and Robotics""; ""Information Hiding byMachine Learning:A Method of Key Generationfor Information ExtractingUsing Neural Network""; ""Rule Engines and Agent-Based Systems""; ""Higher Order Neural NetworkArchitectures for Agent-Based ComputationalEconomics and Finance""
  • ""A Bayesian Based MachineLearning Applicationto Task Analysis""""Combining Classifiers andLearning Mixture-of-Experts""; ""Designing UnsupervisedHierarchical FuzzyLogic Systems""; ""A Self-Organizing NeuralNetwork to ApproachNovelty Detection""; ""Empirical Inference ofNumerical Information intoCausal Strategy Models byMeans of Artificial Intelligence""; ""Designing Light WeightIntrusion Detection Systems:Non-Negative MatrixFactorization Approach""; ""A Multi-Agent MachineLearning Frameworkfor Intelligent EnergyDemand Management""
  • ""Modelling Gene RegulatoryNetworks Using ComputationalIntelligence Techniques""""Section III""; ""Application of MachineLearning Techniques toPredict Software Reliability""; ""Application of ArtificialImmune Systems Paradigmfor Developing SoftwareFault Prediction Models""; ""A Recovery-Oriented Approachfor Software Fault Diagnosisin Complex Critical Systems""; ""Artificial IntelligenceTechniques for UnbalancedDatasets in Real WorldClassification Tasks""; ""Hybrid Meta-Heuristics BasedSystem for Dynamic Scheduling""; ""Differential Learning ExpertSystem in Data Management""
  • ""Hybrid Intelligent DiagnosisApproach Based on NeuralPattern Recognition andFuzzy Decision-Making""""Machine Learning Approach toSearch Query Classification""; ""Machine Learning inMorphological Segmentation""; ""Machine Learning Techniquesfor Network Intrusion Detection""; ""A Machine Learning BasedMeta-Scheduler for Multi-Core Processors""; ""Automatic Semantic AnnotationUsing Machine Learning""; ""Electricity Load ForecastingUsing Machine LearningTechniques""; ""Non-Topical Classificationof Query Logs UsingBackground Knowledge""
Control code
ocn807846668
Dimensions
unknown
Extent
1 online resource (2124 pages)
File format
multiple file formats
Form of item
online
Isbn
9781609608194
Other control number
10.4018/978-1-60960-818-7
Other physical details
illustrations, digital files
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)807846668
Label
Machine learning : concepts, methodologies, tools and applications, Information Resources Management Association, editor
Publication
Bibliography note
Includes bibliographical references
Color
black and white
Contents
  • ""Title""; ""List of Contributors""; ""Contents""; ""Preface""; ""Section I""; ""A Comparison ofHuman and ComputerInformation Processing""; ""Machine Learning""; ""Machine LearningThrough Data Mining""; ""Calibration of MachineLearning Models""; ""Classification of WebPages Using MachineLearning Techniques""; ""3D Modelling andArtificial Intelligence:A Descriptive Overview""; ""An Overview of KnowledgeTranslation""; ""Adaptive Technologyand Its Applications""; ""Adaptive Technologyand Its Applications""; ""Adaptive Algorithms forIntelligent GeometricComputing""
  • ""Different Roles and Definitionsof Spatial Data Fusion""""Section II""; ""Machine Learningas a CommonsenseReasoning Process""; ""Motivated Learning forComputational Intelligence""; ""Designing a ComputationalModel of Learning""; ""Intelligent MAS in SystemEngineering and Robotics""; ""Information Hiding byMachine Learning:A Method of Key Generationfor Information ExtractingUsing Neural Network""; ""Rule Engines and Agent-Based Systems""; ""Higher Order Neural NetworkArchitectures for Agent-Based ComputationalEconomics and Finance""
  • ""A Bayesian Based MachineLearning Applicationto Task Analysis""""Combining Classifiers andLearning Mixture-of-Experts""; ""Designing UnsupervisedHierarchical FuzzyLogic Systems""; ""A Self-Organizing NeuralNetwork to ApproachNovelty Detection""; ""Empirical Inference ofNumerical Information intoCausal Strategy Models byMeans of Artificial Intelligence""; ""Designing Light WeightIntrusion Detection Systems:Non-Negative MatrixFactorization Approach""; ""A Multi-Agent MachineLearning Frameworkfor Intelligent EnergyDemand Management""
  • ""Modelling Gene RegulatoryNetworks Using ComputationalIntelligence Techniques""""Section III""; ""Application of MachineLearning Techniques toPredict Software Reliability""; ""Application of ArtificialImmune Systems Paradigmfor Developing SoftwareFault Prediction Models""; ""A Recovery-Oriented Approachfor Software Fault Diagnosisin Complex Critical Systems""; ""Artificial IntelligenceTechniques for UnbalancedDatasets in Real WorldClassification Tasks""; ""Hybrid Meta-Heuristics BasedSystem for Dynamic Scheduling""; ""Differential Learning ExpertSystem in Data Management""
  • ""Hybrid Intelligent DiagnosisApproach Based on NeuralPattern Recognition andFuzzy Decision-Making""""Machine Learning Approach toSearch Query Classification""; ""Machine Learning inMorphological Segmentation""; ""Machine Learning Techniquesfor Network Intrusion Detection""; ""A Machine Learning BasedMeta-Scheduler for Multi-Core Processors""; ""Automatic Semantic AnnotationUsing Machine Learning""; ""Electricity Load ForecastingUsing Machine LearningTechniques""; ""Non-Topical Classificationof Query Logs UsingBackground Knowledge""
Control code
ocn807846668
Dimensions
unknown
Extent
1 online resource (2124 pages)
File format
multiple file formats
Form of item
online
Isbn
9781609608194
Other control number
10.4018/978-1-60960-818-7
Other physical details
illustrations, digital files
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)807846668

Library Locations

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