Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12085)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: PAKDD 2020.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (68 papers)
-
Application
-
Mining Graph and Network Data
-
Anomaly Detection and Analytics
Other volumes
-
Advances in Knowledge Discovery and Data Mining
-
Advances in Knowledge Discovery and Data Mining
-
Trends and Applications in Knowledge Discovery and Data Mining
Keywords
- artificial intelligence
- classification
- clustering algorithms
- computational linguistics
- computer networks
- computer systems
- computer vision
- data mining
- data security
- databases
- image analysis
- image processing
- image reconstruction
- image segmentation
- machine learning
- Natural Language Processing (NLP)
- network protocols
- neural networks
- signal detection
- signal processing
About this book
The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic.
The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Knowledge Discovery and Data Mining
Book Subtitle: 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11–14, 2020, Proceedings, Part II
Editors: Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas, Ee-Peng Lim, See-Kiong Ng, Sinno Jialin Pan
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-47436-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-47435-5Published: 09 May 2020
eBook ISBN: 978-3-030-47436-2Published: 08 May 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXXVIII, 924
Number of Illustrations: 261 b/w illustrations, 242 illustrations in colour
Topics: Artificial Intelligence, Information Systems and Communication Service, Computer Applications, Computing Milieux, Computer Imaging, Vision, Pattern Recognition and Graphics