proceedings of the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT 2019).
First Statement of Responsibility
editors, Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain.
Volume Designation
Volume 2 /
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Singapore :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2019]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource :
Other Physical Details
illustrations
SERIES
Series Title
Smart innovation, systems and technologies ;
Volume Designation
143
GENERAL NOTES
Text of Note
Conference proceedings.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Intro; KES-IDT 2019 Organization; Preface; Contents; About the Editors; Signal Processing and Pattern Recognition for Decision Making Systems; 1 Quality Improvement Through the Preventive Detection of Potentially Defective Products in the Automotive Industry by Means of Advanced Artificial Intelligence Techniques; 1.1 Introduction; 1.2 The Problem of Returned Products and the Advantages of Their Identification; 1.3 A Tool for the Preventive Detection of Future Returned Products; 1.4 Experimental Tests; 1.5 Conclusions and Future Work; References
Text of Note
2 An Efficient Non-Blind Steering Vector Estimation Technique For Robust Adaptive Beamforming With Multistage Error Feedback2.1 Introduction; 2.2 Background Review; 2.2.1 Least Mean Square Beamformer; 2.2.2 Recursive Least Square Beamformer; 2.2.3 Minimum Variance Distortionless Response Beamformer; 2.2.4 Kalman-Based MVDR Beamformer; 2.3 Steering Vector Estimation; 2.3.1 Steering Vector Estimation Algorithm; 2.3.2 Multistage Error Feedback Beamformer; 2.4 Simulation Results and Discussion; 2.5 Conclusion and Future Work; References
Text of Note
3 The P2P-Grid-Agent Distributed Platform: A Distributed and Dynamic Platform for Developing and Executing Large-Scale Application Based on Deep Learning Techniques3.1 Introduction; 3.2 Pattern Recognition System (PRS): An Overview; 3.3 Existing Handwriting Recognition Systems Based on Deep Learning; 3.4 Large-Scale (LS) Applications: Pattern Recognition (PR) Application as a Case; 3.5 The P2P-Grid-Agent Platform: The Proposed Approach; 3.6 The Experimental Study; 3.6.1 LS-OCR System Based on Clusters Architecture; 3.6.2 LS-OCR OCR System Based on the P2P-Grid-Agent Distributed Platform
Text of Note
3.7 ConclusionReferences; 4 Recognition of Daily Human Activities Using Accelerometer and sEMG Signals; 4.1 Introduction; 4.2 Methods; 4.3 Results and Discussion; 4.4 Conclusions; References; 5 Classification of Alzheimer's Disease from Structural Magnetic Resonance Imaging using Particle-Bernstein Polynomials Algorithm; 5.1 Introduction; 5.2 Database; 5.3 Magnetic Resource Imaging Preprocessing; 5.4 Features Extraction; 5.5 Classification Based on Particle-Bernstein Polynomials (PBP); 5.6 Experimental Results; 5.7 Conclusion; References; Intelligent Data Processing and Software Paradigms
Text of Note
6 Selecting Informative Samples for Animal Recognition in the Wildlife6.1 Introduction; 6.2 Related Work; 6.3 Proposed Algorithm for Selecting Informative Samples; 6.3.1 Collection of Informative Samples; 6.3.2 Set of Representative Samples; 6.4 Experimental Results; 6.5 Conclusions; References; 7 Genetic Algorithm for Selecting Relevant Regions in Digital Watermarking Scheme for 2D/3D Medical Images; 7.1 Introduction; 7.2 Related Work; 7.3 Proposed Algorithm for Selecting Relevant Regions; 7.3.1 Genetic Algorithm; 7.3.2 Selecting Relevant Regions for Watermark Embedding in 2D Medical Images
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SUMMARY OR ABSTRACT
Text of Note
The book presents a collection of peer-reviewed articles from the 11th KES International Conference on Intelligent Decision Technologies (KES-IDT-19), held Malta on 17-19 June 2019. The conference provided opportunities for the presentation of new research results and discussion about them. It was also an opportunity to generation of new ideas in the field of intelligent decision making. The range of topics explored is wide, and covers methods of classification, prediction, data analysis, decision support, modelling and many more in such areas as finance, cybersecurity, economy, health, management and transportation. The topics cover also problems of data science, signal processing and knowledge engineering.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9789811383038
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9789811383021
International Standard Book Number
9789811383045
International Standard Book Number
9789811383052
PARALLEL TITLE PROPER
Parallel Title
KES-IDT 2019
TOPICAL NAME USED AS SUBJECT
Artificial intelligence, Congresses.
Computational intelligence, Congresses.
Decision making-- Data processing, Congresses.
Artificial intelligence.
Computational intelligence.
COMPUTERS-- General.
Decision making-- Data processing.
(SUBJECT CATEGORY (Provisional
COM-- 000000
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q342
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Czarnowski, Ireneusz
Howlett, Robert J.,1954-
Jain, L. C.
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
KES International., Symposium on Intelligent Decision Technologies(11th :, 2019)