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ORCID8th NFMCP 2019: Würzburg, Germany
- Michelangelo Ceci
, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras:
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. Lecture Notes in Computer Science 11948, Springer 2020, ISBN 978-3-030-48860-4
Complex Patterns
- Len Feremans, Vincent Vercruyssen, Wannes Meert, Boris Cule, Bart Goethals:
A Framework for Pattern Mining and Anomaly Detection in Multi-dimensional Time Series and Event Logs. 3-20 - Shalini Jangra, Durga Toshniowal:
A Heuristic Approach for Sensitive Pattern Hiding with Improved Data Quality. 21-35
Classification and Regression
- Wojciech Jarmulski, Alicja Wieczorkowska:
Interpretable Survival Gradient Boosting Models with Bagged Trees Base Learners. 39-51 - Ezgi Yildirim, Payam Azad, Sule Gündüz Ögüdücü:
Neural Hybrid Recommender: Recommendation Needs Collaboration. 52-66 - Liana-Daniela Palcu, Marius Supuran, Camelia Lemnaru, Mihaela Dînsoreanu, Rodica Potolea, Raul Cristian Muresan:
Discovering Discriminative Nodes for Classification with Deep Graph Convolutional Methods. 67-82
Streams and Times Series
- Sean L. A. Floyd, Herna L. Viktor:
Soft Voting Windowing Ensembles for Learning from Partially Labelled Streams. 85-99 - Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang:
Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning. 100-115
Applications
- Douglas Cirqueira, Markus Hofer, Dietmar Nedbal, Markus Helfert, Marija Bezbradica:
Customer Purchase Behavior Prediction in E-commerce: A Conceptual Framework and Research Agenda. 119-136 - Elzbieta Kubera, Alicja Wieczorkowska, Andrzej Kuranc:
Hough Transform as a Tool for the Classification of Vehicle Speed Changes in On-Road Audio Recordings. 137-154
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