Comprehensive Analysis of Swarm Based Classifiers and Bayesian Based Models for Epilepsy Risk Level Classification from EEG Signals. (Record no. 132674)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02960nam a22004333i 4500 |
| 001 - CONTROL NUMBER | |
| control field | EBC5150466 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240729131604.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m o d | |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240724s2017 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783960676225 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9783960671220 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (MiAaPQ)EBC5150466 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (Au-PeEL)EBL5150466 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaPaEBR)ebr11468027 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)1012882014 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MiAaPQ |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | MiAaPQ |
| Modifying agency | MiAaPQ |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | RC372 .R353 2017 |
| 082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 616.853 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Rajaguru, Harikumar. |
| 245 10 - TITLE STATEMENT | |
| Title | Comprehensive Analysis of Swarm Based Classifiers and Bayesian Based Models for Epilepsy Risk Level Classification from EEG Signals. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Hamburg : |
| Name of producer, publisher, distributor, manufacturer | Diplomica Verlag, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2017. |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (48 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Comprehensive Analysis of Swarm Based Classifiers and Bayesian Based Models for Epilepsy Risk Level Classificationfrom EEG Signals -- ABSTRACT -- TABLE OF CONTENTS -- LIST OF TABLES -- LIST OF FIGURES -- LIST OF ABBREVIATIONS -- CHAPTER 1: INTRODUCTION -- 1.1 GENESIS OF EEG SIGNALS -- 1.2 EPILEPSY DETECTION AND EEG SIGNALS -- 1.3 EPILEPSY CLASSIFICATION SYSTEM -- 1.4 DATA COLLECTION -- 1.5 FEATURE EXTRACTION -- 1.5.1 ALGORITHM -- 1.6 ORGANISATION OF THE STUDY -- CHAPTER 2: CODE CONVERTER AS A PRE CLASSIFIER FOR CLASSIFICATION OFEPILEPSY RISK LEVEL -- 2.1 INTRODUCTION -- 2.2 EEG SIGNAL PARAMETERS -- 2.3 WAVELET TRANSFORM -- 2.4 THRESHOLDING -- 2.5 METHODOLOGY -- 2.6 SUMMARY -- CHAPTER 3: PSO AND BAYESIAN CLASSIFIER AS POST CLASSIFIER FOR CLASSIFICATION OF EPILEPSY RISK LEVEL -- 3.1 INTRODUCTION -- 3.2 PARTICLE SWARM OPTIMIZATION -- 3.2.1 PSO PARAMETER CONTROL -- 3.2.2 PSO ALGORITHM -- 3.3 HYBRID PSO ALGORITHM -- 3.3.1 STEPS OF HYBRID PSO -- 3.4 BAYESIAN CLASSIFIER -- 3.5 CONCLUSION -- CHAPTER 4: PERFORMANCE ANALYSIS AND DISCUSSION -- 4.1 PERFORMANCE INDEX -- 4.2 QUALITY VALUE -- 4.3 COMPARISON OF OPTIMIZATION RESULTS -- CHAPTER 5: CONCLUSION -- REFERENCES. |
| 588 ## - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Epilepsy. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Prabhakar, Sunil Kumar. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Rajaguru, Harikumar |
| Title | Comprehensive Analysis of Swarm Based Classifiers and Bayesian Based Models for Epilepsy Risk Level Classification from EEG Signals |
| Place, publisher, and date of publication | Hamburg : Diplomica Verlag,c2017 |
| International Standard Book Number | 9783960671220 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) | |
| Corporate name or jurisdiction name as entry element | ProQuest (Firm) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5150466">https://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5150466</a> |
| Public note | Click to View |
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