MARC details
| 000 -LEADER |
|---|
| fixed length control field |
04358nam a22005775i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
TR-AnTOB |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231120091155.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
220519s2022 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783030991425 |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-3-030-99142-5 |
| Source of number or code |
doi |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
TR-AnTOB |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
TR-AnTOB |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
İngilizce |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA274.7 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TJF |
| Source |
bicssc |
|
|---|
| Subject category code |
UYS |
| Source |
bicssc |
|
|---|
| Subject category code |
TEC008000 |
| Source |
bisacsh |
|
|---|
| Subject category code |
TJF |
| Source |
thema |
|
|---|
| Subject category code |
UYS |
| Source |
thema |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
QA274.7EBK |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Hidden Markov Models and Applications |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
edited by Nizar Bouguila, Wentao Fan, Manar Amayri. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2022. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cham : |
| Name of producer, publisher, distributor, manufacturer |
Springer International Publishing : |
| -- |
Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2022. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource |
| 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 |
| 347 ## - DIGITAL FILE CHARACTERISTICS |
|---|
| File type |
text file |
| Encoding format |
PDF |
| Source |
rda |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Unsupervised and Semi-Supervised Learning, |
| International Standard Serial Number |
2522-8498 |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Chapter1. A Roadmap to Hidden Markov Models and A Review of its Application in Occupancy Estimation -- Chapter2. Bounded asymmetric Gaussian mixture-based hidden Markov models -- Chapter3. Using HMM to model neural dynamics and decode useful signals for neuroprosthetic control -- Chapter4. Fire Detection in Images with Discrete Hidden Markov Models -- Chapter5. Hidden Markov Models: Discrete Feature Selection in Activity Recognition -- Chapter6. Bayesian Inference of Hidden Markov Models using Dirichlet Mixtures -- Chapter7. Online learning of Inverted Beta-Liouville HMMs for Anomaly Detection in Crowd Scenes -- Chapter8. A Novel Continuous Hidden Markov Model for Modeling Positive Sequential Data -- Chapter9. Multivariate Beta-based Hidden Markov Models Applied to Human Activity Recognition -- Chapter10. Multivariate Beta-based Hierarchical Dirichlet Process Hidden Markov Models in Medical Applications -- Chapter11. Shifted-Scaled Dirichlet Based Hierarchical Dirichlet Process Hidden Markov Models with Variational Inference Learning. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book focuses on recent advances, approaches, theories, and applications related Hidden Markov Models (HMMs). In particular, the book presents recent inference frameworks and applications that consider HMMs. The authors discuss challenging problems that exist when considering HMMs for a specific task or application, such as estimation or selection, etc. The goal of this volume is to summarize the recent advances and modern approaches related to these problems. The book also reports advances on classic but difficult problems in HMMs such as inference and feature selection and describes real-world applications of HMMs from several domains. The book pertains to researchers and graduate students, who will gain a clear view of recent developments related to HMMs and their applications. Includes new advances on finite and infinite Hidden Markov Models (HMMs) and their applications from different disciplines; Tackles recent challenges related to the deployment of HMMs in real-life applications (e.g., big data, multimodal data, etc.); Presents new applications of HMMs by considering advancements with respect to inference techniques and recent technological advancements. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Signal processing. |
|
|---|
| Topical term or geographic name entry element |
Computer science—Mathematics. |
|
|---|
| Topical term or geographic name entry element |
Mathematical statistics. |
|
|---|
| Topical term or geographic name entry element |
Mathematical statistics—Data processing. |
|
|---|
| Topical term or geographic name entry element |
Digital and Analog Signal Processing. |
|
|---|
| Topical term or geographic name entry element |
Probability and Statistics in Computer Science. |
|
|---|
| Topical term or geographic name entry element |
Statistics and Computing. |
| 653 #0 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Hidden Markov models |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bouguila, Nizar. |
| Relator term |
editor. |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
|
|---|
| Personal name |
Fan, Wentao. |
| Relator term |
editor. |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
|
|---|
| Personal name |
Amayri, Manar. |
| Relator term |
editor. |
| Relator code |
edt |
| -- |
http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Unsupervised and Semi-Supervised Learning, |
| International Standard Serial Number |
2522-8498 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-3-030-99142-5">https://doi.org/10.1007/978-3-030-99142-5</a> |
| Materials specified |
Springer eBooks |
| Public note |
Online access link to the resource |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
E-Book |
