Computational Intelligence in Data Science (Record no. 175433)

MARC details
000 -LEADER
fixed length control field 05520nam a22006495i 4500
001 - CONTROL NUMBER
control field 978-3-030-63467-4
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control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240423125216.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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fixed length control field 201116s2020 sz | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030634674
-- 978-3-030-63467-4
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-030-63467-4
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.D343
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source bicssc
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Subject category code UYQE
Source bicssc
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Subject category code COM021030
Source bisacsh
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Subject category code UNF
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQE
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Edition number 23
245 10 - TITLE STATEMENT
Title Computational Intelligence in Data Science
Medium [electronic resource] :
Remainder of title Third IFIP TC 12 International Conference, ICCIDS 2020, Chennai, India, February 20–22, 2020, Revised Selected Papers /
Statement of responsibility, etc edited by Aravindan Chandrabose, Ulrich Furbach, Ashish Ghosh, Anand Kumar M.
250 ## - EDITION STATEMENT
Edition statement 1st ed. 2020.
264 #1 -
-- Cham :
-- Springer International Publishing :
-- Imprint: Springer,
-- 2020.
300 ## - PHYSICAL DESCRIPTION
Extent XIII, 329 p. 197 illus., 97 illus. in color.
Other physical details online resource.
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-- computer
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490 1# - SERIES STATEMENT
Series statement IFIP Advances in Information and Communication Technology,
International Standard Serial Number 1868-422X ;
Volume number/sequential designation 578
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Computational Intelligence for Text Analysis -- Emotion Recognition in Sentences- A Recurrent Neural Network Approach -- Context Aware Contrastive Opinion Summarization -- Tamil Paraphrase Detection Using Encoder-Decoder Neural Networks -- Trustworthy User Recommendation using Boosted Vector Similarity Measure -- Sensitive Keyword Extraction based on Cyber Keywords and LDA in Twitter to Avoid Regrets -- Sentiment Analysis of Bengali Tweets Using Deep Learning -- Social media Veracity Detection System using Calibrate Classifier -- A Thesaurus based Semantic Relation Extraction for Agricultural Corpora -- Irony Detection in Bengali Tweets: A New Dataset, Experimentation and Results -- Computational Intelligence for Image and Video Analysis -- Bat algorithm with CNN parameter tuning for lung nodule false positive reduction -- A Secure Blind Watermarking Scheme using Wavelets, Arnold Transform and QR decomposition -- Role of Distance Measures in Approximate String Matching Algorithms forFace Recognition System S -- Detection Of Human Faces In Video Sequences Using Mean of GLBP Signatures -- Malware Family Classification Model Using User Defined Features and Representation Learning -- Fabric Defect Detection Using YOLOv2 and YOLOv3 Tiny -- Automatic questionnaire and interactive session generation from videos -- Effective Emotion Recognition from Partially Occluded Facial Images Using Deep Learning -- Driveable Area Detection Using Semantic Segmentation Deep Neural Network -- Data Science -- WS-SM: Web Services - Secured Messaging Framework with pluggable APIs -- Online Product Recommendation System Using Multi scenario Demographic Hybrid (MDH) Approach -- Simulation of Path Planning Algorithms using Commercially Available Road Datasets with Multi-modal Sensory Data -- Implementation of Blockchain-Based Blood Donation Framework -- IoT based Crop-field Monitoring and Precise Irrigation System Using Crop Water Requirement -- A Machine Learning Study of Comorbidity of Dyslexiaand Attention Deficiency Hyperactivity Disorder -- A Chaotic Particle Swarm Optimization Algorithm for Solving Single Machine Total Weighted Tardiness Problem -- Program Synthesis : Synthesizing Operators For Integer Manipulation -- Location Based Recommender Systems (LBRS) - A Review.
520 ## - SUMMARY, ETC.
Summary, etc This book constitutes the refereed post-conference proceedings of the Third IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2020, held in Chennai, India, in February 2020. The 19 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: computational intelligence for text analysis; computational intelligence for image and video analysis; and data science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Application software.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database management.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data Mining and Knowledge Discovery.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial Intelligence.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer and Information Systems Applications.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer Application in Social and Behavioral Sciences.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database Management.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Chandrabose, Aravindan.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Furbach, Ulrich.
Relator term editor.
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Ghosh, Ashish.
Relator term editor.
-- (orcid)
-- 0000-0003-1548-5576
Relator code edt
-- http://id.loc.gov/vocabulary/relators/edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kumar M., Anand.
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)
773 0# - HOST ITEM ENTRY
Title Springer Nature eBook
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783030634667
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783030634681
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783030634698
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title IFIP Advances in Information and Communication Technology,
-- 1868-422X ;
Volume number/sequential designation 578
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1007/978-3-030-63467-4">https://doi.org/10.1007/978-3-030-63467-4</a>
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks-CSE-Springer

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