MARC details
| 000 -LEADER |
|---|
| fixed length control field |
04270cam a2200469 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
23291063 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20241122170602.0 |
| 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_||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
230709t20242024flua ob 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2023015206 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781000960891 |
| Qualifying information |
(epub) |
|
|---|
| International Standard Book Number |
9781003296126 |
| Qualifying information |
(ebook) |
|
|---|
| Canceled/invalid ISBN |
9781032264639 |
| Qualifying information |
(hardback) |
|
|---|
| Canceled/invalid ISBN |
9781032282879 |
| Qualifying information |
(paperback) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Description conventions |
rda |
| Modifying agency |
DLC |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.N38 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3/5 |
| Edition number |
23/eng/20230821 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pillai, Anitha S., |
| Dates associated with a name |
1967- |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Machine learning and deep learning in natural language processing / |
| Statement of responsibility, etc. |
edited by Anitha S. Pillai, Roberto Tedesco. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boca Raton ; |
| -- |
London : |
| Name of producer, publisher, distributor, manufacturer |
CRC Press, Taylor & Francis Group, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2024. |
|
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2024 |
| 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 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Introduction to ML and DL in NLP / Anitha S. Pillai and Roberto Tedesco -- Conversational agents and chatbots : current trends / Alwin Joseph, Naived George Eapen -- Unsupervised hierarchical model for deep empathetic conversational agents / Vincenzo Scotti -- EMOTRON : an expressive text-to-speech / Cristian Regna, Licia Sbattella, Vincenzo Scotti, Alexander Sukhov and Roberto Tedesco -- Fake news classification using deep learning vs. Machine learning techniques / Nagendra Nagaraj, Chandra J -- Distinguishing satirical and fake news / Anna Giovannacci, Mark J. Carman -- Automated techniques for identifying fake news and assisting fact checkers / Stefano Agresti, Mark J. Carman -- Whisper restoration combining real and source-model filtered speech for clinical and forensic applications / Francesco Roberto Dani, Sonia Cenceschi, Alice Albanesi, Elisa Colletti, Alessandro Trivilini -- An analysis of features for machine learning approaches to parkinson's disease detection / Claudio Ferrante, Bindu Menon, Anitha S. Pillai, Licia Sbattella, Vincenzo Scotti -- Conversational agents, natural language processing, and machine learning for psychotherapy / Licia Sbattella. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
"Natural Language Processing (NLP) is a subset of AI, linguistics and computer science, and is concerned with generation, recognition and understanding of human language, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then utilize algorithms to extract meaning and produce results. Machine Learning and Deep Learning in Natural Language Processing aims at providing a review of current Neural Network techniques in the Natural Language Processing field, in particular, about Conversational Agents (chatbots), Text-to-Speech, management of non-literal content - like emotions but also satirical expressions - and applications in the healthcare field. NLP has the potential to be a disruptive technology in the fields of healthcare, but so far little attention has been devoted to that goal. This book aims at providing some examples of NLP techniques that can, for example, restore speech, detect Parkinson's disease, or help psychotherapists. The book is intended for a wide audience: beginners will find chapters providing a general introduction to the NLP techniques useful, while experienced professionals would appreciate the chapters about advanced management of emotion, empathy, and non-literal content"-- |
| Assigning source |
Provided by publisher. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Description based on print version record and CIP data provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science) |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
|
|---|
| Topical term or geographic name entry element |
Deep learning (Machine learning) |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tedesco, Roberto, |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| Main entry heading |
Pillai, Anitha S., 1967- |
| Title |
Machine learning and deep learning in natural language processing |
| Edition |
First edition. |
| Place, publisher, and date of publication |
Boca Raton ; London : CRC Press, Taylor & Francis Group, 2024 |
| International Standard Book Number |
9781032264639 |
| Record control number |
(DLC) 2023015205 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
|---|
| a |
7 |
| b |
cbc |
| c |
orignew |
| d |
1 |
| e |
ecip |
| f |
20 |
| g |
y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
| Suppress in OPAC |
No |
