Big data analytics : (Record no. 43327)

MARC details
000 -LEADER
fixed length control field 04196cam a2200565Ii 4500
003 - CONTROL NUMBER IDENTIFIER
control field OCoLC
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240806145607.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220104s2021 sz o 101 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030936204
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 3030936201
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9783030936198
041 ## - LANGUAGE CODE
Language English
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM021030
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
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
Item number SRI
245 10 - TITLE STATEMENT
Title Big data analytics :
Remainder of title 9th International Conference, BDA 2021, Virtual event, December 15-18, 2021, Proceedings /
Statement of responsibility, etc Satish Narayana Srirama, Jerry Chun-Wei Lin, Raj Bhatnagar, Sonali Agarwal, P. Krishna Reddy (eds.).
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cham, Switzerland :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2021.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xiii, 355 pages) :
Other physical details illustrations (some color).
500 ## - GENERAL NOTE
General note Includes author index.
505 ## - FORMATTED CONTENTS NOTE
Contents Intro<br/>Preface<br/>Organization<br/>Contents<br/>Medical and Health Applications<br/>MAG-Net: Multi-task Attention Guided Network for Brain Tumor Segmentation and Classification<br/>1 Introduction<br/>2 Literature Review<br/>3 Proposed Work<br/>3.1 Encoder<br/>3.2 Decoder<br/>3.3 Classification<br/>4 Experiment and Results<br/>4.1 Dataset Setup<br/>4.2 Training and Testing<br/>4.3 Results<br/>5 Conclusion<br/>References<br/>Smartphone Mammography for Breast Cancer Screening<br/>1 Introduction<br/>2 Related Work<br/>3 System Description<br/>4 Simulation<br/>5 Results<br/>6 Conclusion and the Future Work 4 The Solution to Contain Antibiotic Resistance<br/>4.1 Diseasomics Knowledge Graph<br/>4.2 Categorical Belief Knowledge Graph<br/>4.3 Vector Embedding Through Node2Vec<br/>4.4 Probabilistic Belief Knowledge Graph<br/>4.5 De-escalation (Site-Specific and Patient-Specific Resistance)<br/>4.6 The Right Automated Documentation<br/>5 Conclusion<br/>References<br/>Tooth Detection from Panoramic Radiographs Using Deep Learning<br/>1 Introduction<br/>2 Related Works<br/>3 Methodology<br/>3.1 Data Collection<br/>3.2 Data Annotation<br/>3.3 Data Preprocessing<br/>3.4 Object Detection Model<br/>3.5 Performance Analysis 4 Experimental Results<br/>4.1 Localization Loss<br/>4.2 Total Loss<br/>4.3 Learning Rate<br/>4.4 Steps Per Epoch<br/>5 Comparative Study<br/>5.1 Comparison with Clinical Experts<br/>5.2 Comparison with Other Works<br/>6 Conclusion<br/>References<br/>Machine/Deep Learning<br/>Hate Speech Detection Using Static BERT Embeddings<br/>1 Introduction<br/>1.1 BERT<br/>1.2 Attention in Neural Networks<br/>2 Related Work<br/>3 Proposed Methodology<br/>3.1 Static BERT Embedding Matrix<br/>4 Experiments<br/>4.1 Choice of Dataset<br/>4.2 Neural Network Architectures and Testing Environment<br/>5 Results and Discussion 6 Conclusion<br/>References<br/>Fog Enabled Distributed Training Architecture for Federated Learning<br/>1 Introduction<br/>2 Related Work<br/>3 Decentralized Federated Learning<br/>3.1 Architecture<br/>3.2 Online Training and Data Privacy<br/>4 Evaluation and Results<br/>4.1 Docker Based Fog Federation Framework<br/>4.2 FMCW Radar Dataset for Federated Learning<br/>4.3 Results and Analysis<br/>5 Conclusions and Future Work<br/>References<br/>Modular ST-MRF Environment for Moving Target Detection and Tracking Under Adverse Local Conditions<br/>1 Introduction<br/>1.1 Data Collection and Pre-processing<br/>
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Big data
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Database management
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Srirama, Satish Narayana,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lin, Jerry Chun-Wei,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bhatnagar, Raj,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Agarwal, Sonali,
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Reddy, P. Krishna
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-93620-4">https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-93620-4</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
111 2# - MAIN ENTRY--MEETING NAME
Meeting name or jurisdiction name as entry element BDA (Conference)
Number of part/section/meeting (9th :
Date of meeting 2021 :
Location of meeting Online)
246 3# - VARYING FORM OF TITLE
Title proper/short title BDA 2021.
490 1# - SERIES STATEMENT
Series statement Lecture notes in computer science ;
Volume number/sequential designation 13147.
490 1# - SERIES STATEMENT
Series statement LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Form subdivision Congresses.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Form subdivision Congresses.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Form subdivision Congresses.
700 1# - ADDED ENTRY--PERSONAL NAME
Dates associated with a name 1978-
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Relator term editor.
700 1# - ADDED ENTRY--PERSONAL NAME
Fuller form of name (Polepalli Krishna),
Relator term editor.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Lecture notes in computer science ;
Volume number/sequential designation 13147.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title LNCS sublibrary.
Number of part/section of a work SL 3,
Name of part/section of a work Information systems and applications, incl. Internet/Web, and HCI.
856 40 - ELECTRONIC LOCATION AND ACCESS
Public note Connect to e-book
907 ## - LOCAL DATA ELEMENT G, LDG (RLIN)
a .b38465188
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     Non-fiction CUTN Central Library CUTN Central Library Generalia 06/08/2024   006.312 SRI 49572 06/08/2024 06/08/2024 General Books

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