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New frontiers in mining complex patt...

NFMCP (Workshop) (2019 :)

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New frontiers in mining complex patterns = 8th International Workshop, NFMCP 2019, held in conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	New frontiers in mining complex patterns/ edited by Michelangelo Ceci ... [et al.].
其他題名:	8th International Workshop, NFMCP 2019, held in conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019 : revised selected papers /
其他題名:	NFMCP 2019
其他作者:	Ceci, Michelangelo.
團體作者:	NFMCP (Workshop)
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	xii, 155 p. :ill., digital ;24 cm.
內容註:	A Framework for Pattern Mining and Anomaly Detection in Multi-Dimensional Time Series and Event Logs -- A Heuristic Approach for Sensitive Pattern Hiding with Improved Data Quality -- Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners -- Neural Hybrid Recommender: Recommendation Needs Collaboration -- Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods -- Soft Voting Windowing Ensembles for Learning from Partially Labelled Streams -- Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning -- Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda -- Hough Transform as a Tool for the Classification of Vehicle Speed Changes in on-road Audio Recordings.
Contained By:	Springer eBooks
標題:	Data mining - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-48861-1
ISBN:	9783030488611

New frontiers in mining complex patterns = 8th International Workshop, NFMCP 2019, held in conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019 : revised selected papers /
New frontiers in mining complex patterns8th International Workshop, NFMCP 2019, held in conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019 : revised selected papers /[electronic resource] :NFMCP 2019edited by Michelangelo Ceci ... [et al.]. - Cham :Springer International Publishing :2020. - xii, 155 p. :ill., digital ;24 cm. - Lecture notes in computer science,119480302-9743 ;. - Lecture notes in computer science ;11948..

A Framework for Pattern Mining and Anomaly Detection in Multi-Dimensional Time Series and Event Logs -- A Heuristic Approach for Sensitive Pattern Hiding with Improved Data Quality -- Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners -- Neural Hybrid Recommender: Recommendation Needs Collaboration -- Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods -- Soft Voting Windowing Ensembles for Learning from Partially Labelled Streams -- Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning -- Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda -- Hough Transform as a Tool for the Classification of Vehicle Speed Changes in on-road Audio Recordings.

This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2019, held in conjunction with ECML-PKDD 2019 in Wurzburg, Germany, in September 2019. The workshop focused on the latest developments in the analysis of complex and massive data sources, such as blogs, event or log data, medical data, spatio-temporal data, social networks, mobility data, sensor data and streams.

ISBN: 9783030488611

Standard No.: 10.1007/978-3-030-48861-1doiSubjects--Topical Terms:

551626
Data mining
--Congresses.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.3

New frontiers in mining complex patterns = 8th International Workshop, NFMCP 2019, held in conjunction with ECML-PKDD 2019, Wurzburg, Germany, September 16, 2019 : revised selected papers /
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