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2016

1.

Wicker, Jörg; Tyukin, Andrey; Kramer, Stefan

A Nonlinear Label Compression and Transformation Method for Multi-Label Classification using Autoencoders Inproceedings

In: Bailey, James; Khan, Latifur; Washio, Takashi; Dobbie, Gill; Huang, Zhexue Joshua; Wang, Ruili (Ed.): The 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD), pp. 328-340, Springer International Publishing, Switzerland, 2016, ISBN: 978-3-319-31753-3.

Abstract | Links | BibTeX | Altmetric | Tags: autoencoders, label compression, machine learning, multi-label classification

2015

2.

Tyukin, Andrey; Kramer, Stefan; Wicker, Jörg

Scavenger - A Framework for the Efficient Evaluation of Dynamic and Modular Algorithms Inproceedings

In: Bifet, Albert; May, Michael; Zadrozny, Bianca; Gavalda, Ricard; Pedreschi, Dino; Cardoso, Jaime; Spiliopoulou, Myra (Ed.): Machine Learning and Knowledge Discovery in Databases, pp. 325-328, Springer International Publishing, 2015, ISBN: 978-3-319-23460-1.

Abstract | Links | BibTeX | Altmetric | Tags: autoencoders, distributed processing, framework, large-scale, Scavenger