MARC details
| 000 -LEADER |
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| fixed length control field |
09550cam a2200769 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
on1250275568 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250707093838.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cnu|||unuuu |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
210510s2021 sz a o 101 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
GW5XE |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
GW5XE |
| Modifying agency |
OCLCO |
| -- |
EBLCP |
| -- |
OCLCF |
| -- |
UKAHL |
| -- |
OCLCO |
| -- |
OCLCQ |
| -- |
COM |
| -- |
OCLCO |
| -- |
OCLCQ |
| -- |
OCLCO |
| -- |
OCLCL |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783030757625 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
3030757625 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9783030757618 |
| Qualifying information |
(print) |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1007/978-3-030-75762-5 |
| Source of number or code |
doi |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
AU@ |
| System control number |
000069303870 |
| 029 1# - (OCLC) |
|---|
| OCLC library identifier |
AU@ |
| System control number |
000069308996 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1250275568 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.D343 |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UYQ |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
COM004000 |
| Source |
bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
UYQ |
| Source |
thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3 |
| Edition number |
23 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 111 2# - MAIN ENTRY--MEETING NAME |
|---|
| Meeting name or jurisdiction name as entry element |
PAKDD (Conference) |
| Number of part/section/meeting |
(25th : |
| Date of meeting |
2021 : |
| Location of meeting |
Online) |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Advances in knowledge discovery and data mining : |
| Remainder of title |
25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings. |
| Number of part/section of a work |
Part I / |
| Statement of responsibility, etc. |
Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R.K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty (eds.). |
| 246 3# - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
PAKDD 2021 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Cham, Switzerland : |
| Name of producer, publisher, distributor, manufacturer |
Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2021] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (xxxv, 834 pages) : |
| Other physical details |
illustrations |
| 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 |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Lecture notes in artificial intelligence |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Lecture notes in computer science ; |
| Volume/sequential designation |
12712 |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
LNCS sublibrary, SL 7, Artificial intelligence |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Applications of Knowledge Discovery -- Fuzzy World:A Tool Training Agent from Concept Cognitive to Logic Inference -- Collaborative Reinforcement Learning Framework to Model Evolution of Cooperation in Sequential Social Dilemmas -- SIGTRAN: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction Networks -- VOA*: Fast Angle-Based Outlier Detection Over High-Dimensional Data Streams -- Learning Probabilistic Latent Structure for Outlier Detection from Multi-View Data -- GLAD-PAW: Graph-based Log Anomaly Detection by Position Aware Weighted Graph Attention Network -- CubeFlow: Money Laundering Detection with Coupled Tensors -- Unsupervised Boosting-based Autoencoder Ensembles for Outlier Detection -- Unsupervised Domain Adaptation for 3D Medical Image with High Efficiency -- A Hierarchical Structure-Aware Embedding Method for Predicting Phenotype-Gene Associations -- Autonomous Vehicle Path Prediction using Conditional Variational Autoencoder Networks -- Heterogeneous Graph Attention Network for Small and Medium-sized Enterprises Bankruptcy Prediction -- Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance Data -- Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-Training -- Attack Is the Best Defense: A Multi-Mode Poisoning PUF against Machine Learning Attacks -- Combining exogenous and endogenous signals with a semi-supervised co-attention network for early detection of COVID-19 fake tweets -- TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric Conditions -- Lifelong Learning based Disease Diagnosis on Clinical Notes -- GrabQC: Graph based Query Contextualization for automated ICD coding -- Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy Wellness -- Adverse Drug Events Detection, Extraction and Normalization from Online Comments of Chinese Patent Medicines -- Adaptive Graph Co-Attention Networks for Traffic Forecasting -- Dual-Stage Bayesian Sequence to Sequence Embeddings for Energy Demand Forecasting -- AA-LSTM: An Adversarial Autoencoder Joint Model for Prediction of Equipment Remaining Useful Life -- Data Mining of Specialized Data -- Analyzing Topic Transitions in Text-based Social Cascades using Dual-Network Hawkes Process -- HiPaR: Hierarchical Pattern-Aided Regression -- Improved Topology Extraction using Discriminative Parameter Mining of Logs -- Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion -- A k-MCST based Algorithm for Discovering Core-Periphery Structures in Graphs -- Detecting Sequentially Novel Classes with Stable Generalization Ability -- Learning-based Dynamic Graph Stream Sketch -- Discovering Dense Correlated Subgraphs in Dynamic Networks -- Fake News Detection with Heterogenous Deep Graph Convolutional Network -- Incrementally Finding the Vertices Absent from the Maximum Independent Sets -- Neighbours and Kinsmen: Hateful Users Detection with Graph Neural Network -- Graph Neural Networks for Soft Semi-Supervised Learning on Hypergraphs -- A Meta-path based Graph Convolutional Network with Multi-Scale Semantic Extractions for Heterogeneous Event Classification -- Noise-Enhanced Unsupervised Link Prediction -- Weak Supervision Network Embedding for Constrained Graph Learning -- RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment -- Graph Attention Networks with Positional Embeddings -- Unified Robust Training for Graph Neural Networks against Label Noise -- Graph InfoClust: Maximizing Coarse-Grain Mutual Information in Graphs -- A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical Attention -- Maximizing Explainability with SF-Lasso and Selective Inference for Video and Picture Ads. -Reliably Calibrated Isotonic Regression -- Multiple Instance Learning for Unilateral Data -- An Online Learning Algorithm for Non-Stationary Imbalanced Data by Extra-Charging Minority Class -- Locally Linear Support Vector Machines for Imbalanced Data Classification. -- Low-Dimensional Representation Learning from Imbalanced Data Streams -- PhotoStylist: Altering the Style of Photos based on the Connotations of Texts -- Gazetteer-Guided Keyphrase Generation from Research Papers -- Minits-AllOcc: An Efficient Algorithm for Mining Timed Sequential Patterns -- T^3N: Harnessing Text and Temporal Tree Network for Rumor Detection on Twitter -- AngryBERT: Joint Learning Target and Emotion for Hate Speech Detection -- SCARLET: Explainable Attention based Graph Neural Network for Fake News spreader prediction -- Content matters: A GNN-based Model Combined with Text Semantics for Social Network Cascade Prediction -- TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting -- Traffic Flow Driven Spatio-Temporal Graph Convolutional Network for Ride-hailing Demand Forecasting -- A Proximity Forest for Multivariate Time Series Classification -- C²-Guard: A Cross-Correlation Gaining Framework for Urban Air Quality Prediction -- Simultaneous multiple POI population patternanalysis system with HDP mixture regression -- Interpretable Feature Construction for Time Series Extrinsic Regression -- SEPC: Improving Joint Extraction of Entities and Relations by Strengthening Entity Pairs Connection. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes author index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021. The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows: Part I: Applications of knowledge discovery and data mining of specialized data; Part II: Classical data mining; data mining theory and principles; recommender systems; and text analytics; Part III: Representation learning and embedding, and learning from data. |
| 588 0# - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Online resource; title from PDF title page (SpringerLink, viewed May 10, 2021). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining |
| Form subdivision |
Congresses. |
| 9 (RLIN) |
15442 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Artificial intelligence |
| Form subdivision |
Congresses. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Exploration de données (Informatique) |
| Form subdivision |
Congrès. |
| 9 (RLIN) |
19049 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Intelligence artificielle |
| Form subdivision |
Congrès. |
| 9 (RLIN) |
17678 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Artificial intelligence |
| Source of heading or term |
fast |
| 9 (RLIN) |
1340 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining |
| Source of heading or term |
fast |
| 655 #2 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Congress |
| 9 (RLIN) |
11670 |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
proceedings (reports) |
| Source of term |
aat |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Conference papers and proceedings |
| Source of term |
fast |
| 9 (RLIN) |
6065 |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Conference papers and proceedings. |
| Source of term |
lcgft |
| 9 (RLIN) |
6065 |
| 655 #7 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Actes de congrès. |
| Source of term |
rvmgf |
| 9 (RLIN) |
609890 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Karlapalem, Kamal, |
| Relator term |
editor |
| Authority record control number |
(orcid)0000-0003-2528-7979 |
| -- |
https://orcid.org/0000-0003-2528-7979 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Cheng, Hong, |
| Relator term |
editor. |
| 9 (RLIN) |
703081 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ramakrishnan, Naren, |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Agrawal, R. K., |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Reddy, P. Krishna |
| Fuller form of name |
(Polepalli Krishna), |
| Relator term |
editor |
| -- |
https://id.oclc.org/worldcat/entity/E39PCjC4fYwp8ygcb4jYfjQ7RC |
| -- |
https://orcid.org/0000-0003-1238-5174 |
| 9 (RLIN) |
66342 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Srivastava, Jaideep, |
| Relator term |
editor. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chakraborty, Tanmoy, |
| Relator term |
editor |
| -- |
https://orcid.org/0000-0002-0210-0369 |
| 758 ## - |
|---|
| -- |
has work: |
| -- |
Advances in knowledge discovery and data mining Part I (Text) |
| -- |
https://id.oclc.org/worldcat/entity/E39PCFXfmRYkkkwWhKK9fJqDWP |
| -- |
https://id.oclc.org/worldcat/ontology/hasWork |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Lecture notes in computer science. |
| Name of part/section of a work |
Lecture notes in artificial intelligence. |
| 9 (RLIN) |
14916 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Lecture notes in computer science ; |
| Volume number/sequential designation |
12712. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
LNCS sublibrary. |
| Number of part/section of a work |
SL 7, |
| Name of part/section of a work |
Artificial intelligence. |
| 9 (RLIN) |
20712 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://link.springer.com/10.1007/978-3-030-75762-5">https://link.springer.com/10.1007/978-3-030-75762-5</a> |
| 938 ## - |
|---|
| -- |
Askews and Holts Library Services |
| -- |
ASKH |
| -- |
AH39098593 |
| 938 ## - |
|---|
| -- |
ProQuest Ebook Central |
| -- |
EBLB |
| -- |
EBL6607696 |
| 994 ## - |
|---|
| -- |
92 |
| -- |
ATIST |