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Advances in Knowledge Discovery and Data Mining : (Record no. 200467681)

MARC details
000 -LEADER
fixed length control field	08193nam a22006615i 4500
001 - CONTROL NUMBER
control field	200467681
003 - CONTROL NUMBER IDENTIFIER
control field	TR-AnTOB
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20260327094148.0
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#nn#008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	210507s2021 sz \| o \|\|\|\| 0\|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	303075765X
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code	10.1007/978-3-030-75765-6
Source of number or code	doi
035 ## - SYSTEM CONTROL NUMBER
System control number	(CKB)4100000011918703

System control number	(DE-He213)978-3-030-75765-6

System control number	(MiAaPQ)EBC6607519

System control number	(Au-PeEL)EBL6607519

System control number	(OCoLC)1250275609

System control number	(PPN)255881436

System control number	(EXLCZ)994100000011918703
040 ## - CATALOGING SOURCE
Original cataloging agency	MiAaPQ
Language of cataloging	eng
Description conventions	rda
--	pn
Transcribing agency	MiAaPQ
Modifying agency	MiAaPQ
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title	İngilizce
050 14 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	QA76.9.D343
Item number	.A383 2021
072 #7 - SUBJECT CATEGORY CODE
Subject category code	UYQ
Source	bicssc

Subject category code	COM004000
Source	bisacsh

Subject category code	UYQ
Source	thema
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR)	QA76.9.D343
Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN)	.A383 2021EBK
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, Part II /
Statement of responsibility, etc.	edited by Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty.
250 ## - EDITION STATEMENT
Edition statement	1st ed. 2021.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture	Cham :
Name of producer, publisher, distributor, manufacturer	Springer International Publishing :
--	Imprint: Springer,
Date of production, publication, distribution, manufacture, or copyright notice	2021.
300 ## - PHYSICAL DESCRIPTION
Extent	1 online resource (XXVI, 774 p. 30 illus.)
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 0# - SERIES STATEMENT
Series statement	Lecture Notes in Artificial Intelligence,
International Standard Serial Number	2945-9141 ;
Volume/sequential designation	12713
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note	Classical Data Mining,. Mining Frequent Patterns from Hypergraph Databases -- Discriminating Frequent Pattern based Supervised Graph Embedding for Classification -- Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure -- Similarity Forest Revisited: a Swiss Army Knife for Machine Learning -- Discriminative Representation Learning for Cross-domain Sentiment Classification -- SAGCN: Towards Structure-Aware Deep Graph Convolutional Networks on Node Classification -- Hierarchical Learning of Dependent Concepts for Human Activity Recognition -- Improving Short Text Classification Using Context-Sensitive Representations and Content-Aware Extended Topic Knowledge -- A Novel Method for Offline Handwritten Chinese Character Recognition under the Guidance of Print -- Upgraded Attention-based Local FeatureLearning Block for speech emotion recognition -- Memorization in Deep Neural Networks: Does the Loss Function matter -- Gaussian Soft Decision Trees for Interpretable Feature-Based Classification -- Efficient Nodes Representation Learning with Residual Feature Propagation -- Progressive AutoSpeech: An efficient and general framework for automatic speech classification -- CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data -- Effective and Adaptive Multi-metric Refined Similarity Graph Fusion for Multi-view Clustering -- aHCQ: Adaptive Hierarchical Clustering based Quantization Framework for Deep Neural Networks -- Maintaining Consistency with Constraints: a Constrained Deep Clustering method -- Data Mining Theory and Principles -- Towards multi-label Feature selection by Instance and Label Selections -- FARF: A Fair and Adaptive Random Forests Classifier -- Sparse Spectrum Gaussian Process for Bayesian Optimization -- Densely Connected Graph Attention Network based on Iterative Path Reasoning for Document-level Relation Extraction -- Causal Inference Using Global Forecasting Models for Counterfactual Prediction. -CED-BGFN: Chinese Event Detection via Bidirectional Glyph-aware Dynamic Fusion Network -- Learning Finite Automata with Shuffle -- Active Learning based Similarity Filtering for Efficient and Effective Record Linkage -- Stratified Sampling for Extreme Multi-Label Data -- Vertical Federated Learning for Higher-order Factorization Machines -- dK-Projection: Publishing Graph Joint degree distribution with Node Differential Privacy -- Recommender Systems -- Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks -- Exploring Implicit Relationships in Social Network for Recommendation Systems -- Transferable Contextual Bandits with Prior Observations -- Modeling Hierarchical Intents and Selective Current Interest for Session-based Recommendation -- A Finetuned language model for Recommending cQA-QAs for enriching Textbooks -- XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction -- Learning Multiclass Classifier Under Noisy Bandit Feedback -- Diversify orNot: Dynamic Diversification for Personalized Recommendation -- Multi-criteria and Review-based Overall Rating Prediction -- W2FM: The Doubly-Warped Factorization Machine -- Causal Combinatorial Factorization Machines for Set-wise Recommendation -- Transformer-based Multi-task Learning for Queuing Time Aware Next POI Recommendation -- Joint Modeling Dynamic Preferences of Users and Items Using Reviews for Sequential Recommendation -- Box4Rec: Box Embedding for Sequential Recommendation -- UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering -- IACN: Influence-aware and Attention-based Co-evolutionary Network for Recommendation -- Nonlinear Matrix Factorization via Neighbor Embedding -- Deconfounding representation learning based on user interactions in Recommendation Systems -- Personalized Regularization Learning for Fairer Matrix Factorization -- Instance Selection for Online Updating in Dynamic Recommender Environments -- Text Analytics.-Fusing Essential Knowledge for Text-Based Open-Domain Question Answering. - TSSE-DMM: Topic Modeling for Short Texts based on Topic Subdivision and Semantic Enhancement -- SILVER: Generating Persuasive Chinese Product Pitch -- Capturing SQL Query Overlapping via SubtreeCopy for Cross-domain Context-dependent SQLGeneration -- HScodeNet: Combining Hierarchical Sequential and Global Spatial Information of Text for Commodity HS Code Classification -- PLVCG: A Pretraining Based Model for Live Video Comment Generation -- Inducing Rich Interaction Structures between Words for Document-level Event Argument Extraction -- Exploiting Relevant Hyperlinks in Knowledge Base for Entity Linking -- TANTP: Conversational Emotion Recognition Using Tree-Based Attention Networks with Transformer Pre-training -- Semantic-syntax Cascade Injection Model for Aspect Sentiment Triple Extraction -- Modeling Inter-Aspect Relationship with Conjunction for Aspect-based Sentiment Analysis.
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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Artificial intelligence.

Topical term or geographic name entry element	Social sciences
General subdivision	Data processing.

Topical term or geographic name entry element	Education
General subdivision	Data processing.
9 (RLIN)	85469

Topical term or geographic name entry element	Application software.
9 (RLIN)	4694

Topical term or geographic name entry element	Image processing
General subdivision	Digital techniques.
9 (RLIN)	118

Topical term or geographic name entry element	Computer vision.
9 (RLIN)	2455

Topical term or geographic name entry element	Artificial Intelligence.

Topical term or geographic name entry element	Computer Application in Social and Behavioral Sciences.

Topical term or geographic name entry element	Computers and Education.

Topical term or geographic name entry element	Computer and Information Systems Applications.

Topical term or geographic name entry element	Computer Imaging, Vision, Pattern Recognition and Graphics.
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term	Electronic books
Source of term	local
9 (RLIN)	2032
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Kamalakar, Karlapalem,
Relator term	editor
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number	3-030-75764-1
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	Lecture Notes in Artificial Intelligence,
International Standard Serial Number	2945-9141 ;
Volume/sequential designation	12713
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified	Springerlink
Uniform Resource Identifier	<a href="https://link.springer.com/book/10.1007/978-3-030-75765-6">https://link.springer.com/book/10.1007/978-3-030-75765-6</a>
Public note	Online access link to the resource
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Library of Congress Classification
Koha item type	E-Book

Holdings
Withdrawn status	Lost status	Source of classification or shelving scheme	Not for loan	Collection code	Home library	Current library	Date acquired	Source of acquisition	Cost, normal purchase price	Inventory number	Full call number	Barcode	Date last seen	Cost, replacement price	Date shelved	Koha item type
		Library of Congress Classification	Geçerli değil-e-Kitap / Not applicable-e-Book	E-Kitap Koleksiyonu	Merkez Kütüphane	Merkez Kütüphane	22/07/2025		0.00	BİL	QA76.9.D343 .A383 2021EBK	EBK03931	22/07/2025	0.00	22/07/2025	E-Book