Issue 4/2021
Includes a Special Section on Mining for Health
Content (22 Articles)
Mining full, inner and tail periodic patterns with perfect, imperfect and asynchronous periodicity simultaneously
Jen-Wei Huang, Bijay Prasad Jaysawal, Cheng-Chung Wang
Widening: using parallel resources to improve model quality
Michael R. Berthold, Alexander Fillbrunn, Arno Siebes
Streaming changepoint detection for transition matrices
Joshua Plasse, Henrique Hoeltgebaum, Niall M. Adams
Correction to: Streaming changepoint detection for transition matrices
Joshua Plasse, Henrique Hoeltgebaum, Niall M. Adams
Fast computation of Katz index for efficient processing of link prediction queries
Mustafa Coşkun, Abdelkader Baggag, Mehmet Koyutürk
Extending greedy feature selection algorithms to multiple solutions
Giorgos Borboudakis, Ioannis Tsamardinos
Efficient set-valued prediction in multi-class classification
Thomas Mortier, Marek Wydmuch, Krzysztof Dembczyński, Eyke Hüllermeier, Willem Waegeman
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding
Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham, Kit Yan Chan, Amin Beheshti
What’s in a name? – gender classification of names with character based machine learning models
Yifan Hu, Changwei Hu, Thanh Tran, Tejaswi Kasturi, Elizabeth Joseph, Matt Gillingham
Handling imbalance in hierarchical classification problems using local classifiers approaches
Rodolfo M. Pereira, Yandre M. G. Costa, Carlos N. Silla Jr.
CrashNet: an encoder–decoder architecture to predict crash test outcomes
Mohamed Karim Belaid, Maximilian Rabus, Ralf Krestel
Guest editorial: Special issue on mining for health
Myra Spiliopoulou, Panagiotis Papapetrou
Adversarial balancing-based representation learning for causal effect inference with observational data
Xin Du, Lei Sun, Wouter Duivesteijn, Alexander Nikolaev, Mykola Pechenizkiy
Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition
Chi Zhang, Hadi Fanaee-T, Magne Thoresen
Predictive modeling of infant mortality
Antonia Saravanou, Clemens Noelke, Nicholas Huntington, Dolores Acevedo-Garcia, Dimitrios Gunopulos