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 |