Special Issue of the ECML PKDD 2019 Journal Track
ISSN:
0885-6125 (Print)
1573-0565 (Online)
In this topical collection (22 articles)
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EditorialNotes
Introduction to the special issue for the ECML PKDD 2019 journal track
Karsten Borgwardt, Po-Ling Loh, Evimaria Terzi, Antti Ukkonen Pages 1191-1192 -
OriginalPaper
Aggregating Algorithm for prediction of packs
Dmitry Adamskiy, Anthony Bellotti, Raisa Dzhamtyrova, Yuri Kalnishkan Pages 1231-1260 -
OriginalPaper
Efficient feature selection using shrinkage estimators
Konstantinos Sechidis, Laura Azzimonti, Adam Pocock, Giorgio Corani… Pages 1261-1286 -
OriginalPaper
Grouped Gaussian processes for solar power prediction
Astrid Dahl, Edwin V. Bonilla Pages 1287-1306 -
OriginalPaper
Data scarcity, robustness and extreme multi-label classification
Rohit Babbar, Bernhard Schölkopf Pages 1329-1351 -
OriginalPaper
Joint detection of malicious domains and infected clients
Paul Prasse, René Knaebel, Lukáš Machlica, Tomáš Pevný, Tobias Scheffer Pages 1353-1368 -
OriginalPaper
A flexible probabilistic framework for large-margin mixture of experts
Archit Sharma, Siddhartha Saxena, Piyush Rai Pages 1369-1393 -
OriginalPaper
Deep collective matrix factorization for augmented multi-view learning
Ragunathan Mariappan, Vaibhav Rajan Pages 1395-1420 -
OriginalPaper
Temporal pattern attention for multivariate time series forecasting
Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee Pages 1421-1441 -
OriginalPaper
Compatible natural gradient policy search
Joni Pajarinen, Hong Linh Thai, Riad Akrour, Jan Peters… Pages 1443-1466 -
OriginalPaper
TD-regularized actor-critic methods
Simone Parisi, Voot Tangkaratt, Jan Peters, Mohammad Emtiyaz Khan Pages 1467-1501 -
OriginalPaper
On PAC-Bayesian bounds for random forests
Stephan S. Lorenzen, Christian Igel, Yevgeny Seldin Pages 1503-1522 -
OriginalPaper
Efficient learning with robust gradient descent
Matthew J. Holland, Kazushi Ikeda Pages 1523-1560 -
OriginalPaper
Nuclear discrepancy for single-shot batch active learning
Tom J. Viering, Jesse H. Krijthe, Marco Loog Pages 1561-1599 -
OriginalPaper
On the analysis of adaptability in multi-source domain adaptation
Ievgen Redko, Amaury Habrard, Marc Sebban Pages 1635-1652
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