New Frontiers in Mining Complex Patterns 8th International Workshop, NFMCP 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Revised Selected Papers

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 Würzburg, Germany, in September 2019. The workshop focused on the latest developments in the analysis o...

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Bibliographic Details
Other Authors: Ceci, Michelangelo (Editor), Loglisci, Corrado (Editor), Manco, Giuseppe (Editor), Masciari, Elio (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2020, 2020
Edition:1st ed. 2020
Series:Lecture Notes in Artificial Intelligence
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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