LIDTA@PKDD/ECML

Keyphrases

Publications

2017

Piotr Szymanski, Tomasz Kajdanowicz
A Network Perspective on Stratification of Multi-Label Data. LIDTA@PKDD/ECML (2017)
Yehezkel S. Resheff, Amit Mandelbom, Daphna Weinshall
Controlling Imbalanced Error in Deep Learning with the Log Bilinear Loss. LIDTA@PKDD/ECML (2017)
Nikou Günnemann, Jürgen Pfeffer
Predicting Defective Engines using Convolutional Neural Networks on Temporal Vibration Signals. LIDTA@PKDD/ECML (2017)
Arjun Pakrashi, Brian Mac Namee
Stacked-MLkNN: A stacking based improvement to Multi-Label k-Nearest Neighbours. LIDTA@PKDD/ECML (2017)
Cédric Fayet, Arnaud Delhay, Damien Lolive, Pierre-François Marteau
Unsupervised Classification of Speaker Profiles as a Point Anomaly Detection Task. LIDTA@PKDD/ECML (2017)
Pawel Ksieniewicz, Michal Wozniak
Dealing with the task of imbalanced, multidimensional data classification using ensembles of exposers. LIDTA@PKDD/ECML (2017)
Paula Branco, Luís Torgo, Rita P. Ribeiro
SMOGN: a Pre-processing Approach for Imbalanced Regression. LIDTA@PKDD/ECML (2017)
Emmanouil Krasanakis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris
Tunable Plug-In Rules with Reduced Posterior Certainty Loss in Imbalanced Datasets. LIDTA@PKDD/ECML (2017)
Przemyslaw Skryjomski, Bartosz Krawczyk
Influence of minority class instance types on SMOTE imbalanced data oversampling. LIDTA@PKDD/ECML (2017)
Luís Torgo, Bartosz Krawczyk, Paula Branco, Nuno Moniz
Learning with Imbalanced Domains: Preface. LIDTA@PKDD/ECML (2017)
Colin Bellinger, Shiven Sharma, Osmar R. Zaïane, Nathalie Japkowicz
Sampling a Longer Life: Binary versus One-class classification Revisited. LIDTA@PKDD/ECML (2017)
Nuno Moniz, Paula Branco, Luís Torgo
Evaluation of Ensemble Methods in Imbalanced Regression Tasks. LIDTA@PKDD/ECML (2017)
Bing Zhu, Seppe vanden Broucke, Bart Baesens, Sebastián Maldonado
Improving Resampling-based Ensemble in Churn Prediction. LIDTA@PKDD/ECML (2017)
Xia Cui, Frans Coenen, Danushka Bollegala
Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies. LIDTA@PKDD/ECML (2017)

volume 74, 2017

First International Workshop on Learning with Imbalanced Domains: Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017, Skopje, Macedonia LIDTA@PKDD/ECML 74 (2017)