Advances in Knowledge Discovery and Data Mining: 24th PacificAsia Conference, PAKDD 2020, Singapore, May 1114, 2020, Proceedin,Used

Advances in Knowledge Discovery and Data Mining: 24th PacificAsia Conference, PAKDD 2020, Singapore, May 1114, 2020, Proceedin,Used

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The twovolume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th PacificAsia 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 COVID19 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, decisionmaking 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 multimedia/multidimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semistructured data; sentiment analysis; statistical/graphical model; multisource/distributed/parallel/cloud computing.

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