The Resource Applied Intelligent Systems : New Directions, edited by John Fulcher, Lakhmi C. Jain, (electronic resource)

Applied Intelligent Systems : New Directions, edited by John Fulcher, Lakhmi C. Jain, (electronic resource)

Label
Applied Intelligent Systems : New Directions
Title
Applied Intelligent Systems
Title remainder
New Directions
Statement of responsibility
edited by John Fulcher, Lakhmi C. Jain
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
This carefully edited book presents examples of the successful application of Intelligent Systems techniques to practical problems. The invited contributions, written by international experts in their respective fields, clearly demonstrate what can be achieved when AI systems are used to solve real-world problems. The book covers the field of applied intelligent systems with a broad and deep selection of topics, such as object recognition, robotics, satellite weather prediction, or economics with an industrial focus. This book will be of interest to researchers interested in applied intelligent systems/AI, as well as to engineers and programmers in industry
Member of
http://library.link/vocab/creatorName
Fulcher, John
Image bit depth
0
LC call number
  • TA329-348
  • TA640-643
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Jain, L. C.
  • SpringerLink
Series statement
Studies in Fuzziness and Soft Computing,
Series volume
153
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Optical pattern recognition
  • Engineering mathematics
  • Economics
  • Engineering
  • Appl.Mathematics/Computational Methods of Engineering
  • Artificial Intelligence (incl. Robotics)
  • Pattern Recognition
  • Control, Robotics, Mechatronics
  • Economic Theory
Label
Applied Intelligent Systems : New Directions, edited by John Fulcher, Lakhmi C. Jain, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1 Adaptive Technical Analysis in the Financial Markets Using Machine Learning: a Statistical View -- 1.1 ‘Technical Analysis’ in Finance: a Brief Background -- 1.2 The ‘Moving Windows’ Paradigm -- 1.3 Post-Hoc Performance Assessment -- 1.4 Genetic programming -- 1.5 Support-Vector Machines -- 1.6 Neural Networks -- 1.7 Discussion -- References -- 2 Higher Order Neural Networks for Satellite Weather Prediction -- 2.1 Introduction -- 2.2 Higher Order Neural Networks -- 2.3 Artificial Neural Network Groups -- 2.4 Weather Forecasting & ANNs -- 2.5 HONN Models for Half-hour Rainfall Prediction -- 2.6 ANSER System for Rainfall Estimation -- 2.7 Summary -- 3 Independent Component Analysis -- 3.1 Introduction -- 3.2 Independent Component Analysis Methods -- 3.3 Applications of ICA -- 3.4 Open Problems for ICA Research -- 3.5 Summary -- References -- Appendix — Selected ICA Resources -- 4 Regulatory Applications of Artificial Intelligence -- 4.1 Introduction -- 4.2 Solution Spaces, Data and Mining -- 4.3 Artificial Intelligence in Context -- 4.4 Anomaly Detection: ANNs for Prediction/Classification -- 4.5 Formulating Expert Systems to Identify Common Events of Interest -- A Note on the Software -- Acknowledgements -- References -- 5 An Introduction to Collective Intelligence -- 5.1 Collective Intelligence -- 5.2 The Power of Collective Action -- 5.3 Optimisation -- 5.4 Ant Colony Optimisation -- 5.5 Particle Swarm Optimisation -- References -- 6 Where are all the Mobile Robots? -- 6.1 Introduction -- 6.2 Commercial Applications -- 6.3 Research Directions -- 6.4 Conclusion -- A Note on the Figures -- References -- 7 Building Intelligent Legal Decision Support Systems: Past Practice and Future Challenges -- 7.1 Introduction -- 7.2 Jurisprudential Principles for Developing Intelligent Legal Knowledge-Based Systems -- 7.3 Early Legal Decision Support Systems -- 7.4 Legal Decision Support on the World Wide Web -- 7.5 Conclusion -- Acknowledgements -- References -- 8 Forming Human-Agent Teams within Hostile Environments -- 8.1 Introduction -- 8.2 Background -- 8.3 Cognitive Engineering -- 8.4 Research Challenge -- 8.5 The Research Environment -- 8.6 The Research Application -- 8.7 Demonstration System -- 8.8 Conclusions -- Acknowledgements -- References -- 9 Fuzzy Multivariate Auto-Regression Method and its Application -- 9.1 Introduction -- 9.2 Fuzzy Data Analysis -- 9.3 Fuzzy Multivariate Auto-Regression Algorithm -- 9.4 Experimental Results -- 9.5 Conclusions -- References -- 10 Selective Attention Adaptive Resonance theory and Object Recognition -- 10.1 Introduction -- 10.2 Adaptive Resonance Theory (ART) -- 10.3 Selective Attention Adaptive Resonance Theory -- 10.4 Conclusions -- References
Dimensions
unknown
Extent
XVII, 325 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540399728
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-540-39972-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-39972-8
Label
Applied Intelligent Systems : New Directions, edited by John Fulcher, Lakhmi C. Jain, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1 Adaptive Technical Analysis in the Financial Markets Using Machine Learning: a Statistical View -- 1.1 ‘Technical Analysis’ in Finance: a Brief Background -- 1.2 The ‘Moving Windows’ Paradigm -- 1.3 Post-Hoc Performance Assessment -- 1.4 Genetic programming -- 1.5 Support-Vector Machines -- 1.6 Neural Networks -- 1.7 Discussion -- References -- 2 Higher Order Neural Networks for Satellite Weather Prediction -- 2.1 Introduction -- 2.2 Higher Order Neural Networks -- 2.3 Artificial Neural Network Groups -- 2.4 Weather Forecasting & ANNs -- 2.5 HONN Models for Half-hour Rainfall Prediction -- 2.6 ANSER System for Rainfall Estimation -- 2.7 Summary -- 3 Independent Component Analysis -- 3.1 Introduction -- 3.2 Independent Component Analysis Methods -- 3.3 Applications of ICA -- 3.4 Open Problems for ICA Research -- 3.5 Summary -- References -- Appendix — Selected ICA Resources -- 4 Regulatory Applications of Artificial Intelligence -- 4.1 Introduction -- 4.2 Solution Spaces, Data and Mining -- 4.3 Artificial Intelligence in Context -- 4.4 Anomaly Detection: ANNs for Prediction/Classification -- 4.5 Formulating Expert Systems to Identify Common Events of Interest -- A Note on the Software -- Acknowledgements -- References -- 5 An Introduction to Collective Intelligence -- 5.1 Collective Intelligence -- 5.2 The Power of Collective Action -- 5.3 Optimisation -- 5.4 Ant Colony Optimisation -- 5.5 Particle Swarm Optimisation -- References -- 6 Where are all the Mobile Robots? -- 6.1 Introduction -- 6.2 Commercial Applications -- 6.3 Research Directions -- 6.4 Conclusion -- A Note on the Figures -- References -- 7 Building Intelligent Legal Decision Support Systems: Past Practice and Future Challenges -- 7.1 Introduction -- 7.2 Jurisprudential Principles for Developing Intelligent Legal Knowledge-Based Systems -- 7.3 Early Legal Decision Support Systems -- 7.4 Legal Decision Support on the World Wide Web -- 7.5 Conclusion -- Acknowledgements -- References -- 8 Forming Human-Agent Teams within Hostile Environments -- 8.1 Introduction -- 8.2 Background -- 8.3 Cognitive Engineering -- 8.4 Research Challenge -- 8.5 The Research Environment -- 8.6 The Research Application -- 8.7 Demonstration System -- 8.8 Conclusions -- Acknowledgements -- References -- 9 Fuzzy Multivariate Auto-Regression Method and its Application -- 9.1 Introduction -- 9.2 Fuzzy Data Analysis -- 9.3 Fuzzy Multivariate Auto-Regression Algorithm -- 9.4 Experimental Results -- 9.5 Conclusions -- References -- 10 Selective Attention Adaptive Resonance theory and Object Recognition -- 10.1 Introduction -- 10.2 Adaptive Resonance Theory (ART) -- 10.3 Selective Attention Adaptive Resonance Theory -- 10.4 Conclusions -- References
Dimensions
unknown
Extent
XVII, 325 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540399728
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-540-39972-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-39972-8

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