Pawel Matuszyk

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 12

Top Venues

Discovery Science

SAC

Mach. Learn.

Comput. Lang. Syst. Struct.

University of Magdeburg, Germany (PHD)

Education History

University of Magdeburg, Germany

PHD

Publications

Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity. Int. J. Data Sci. Anal. 9 (1) (2020)
Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou
Exploiting entity information for stream classification over a stream of reviews. SAC (2019)
Alípio Jorge, João Vinagre, Pawel Matuszyk, Myra Spiliopoulou
ORSUM Chairs' Welcome & Organization. WWW (Companion Volume) (2018)
Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake
Personalized recommender systems for product-line configuration processes. Comput. Lang. Syst. Struct. 54 (2018)
Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity. DSAA (2018)
Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama
Forgetting techniques for stream-based matrix factorization in recommender systems. Knowl. Inf. Syst. 55 (2) (2018)
Pawel Matuszyk, Myra Spiliopoulou
Stream-based semi-supervised learning for recommender systems. Mach. Learn. 106 (6) (2017)
Pawel Matuszyk
Selektives Lernen für Empfehlungsmaschinen. Ausgezeichnete Informatikdissertationen (2017)
Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake
A feature-based personalized recommender system for product-line configuration. GPCE (2016)
Alípio M. Jorge, João Vinagre, Marcos Aurélio Domingues, João Gama, Carlos Soares, Pawel Matuszyk, Myra Spiliopoulou
Scalable Online Top-N Recommender Systems. EC-Web (2016)
Pawel Matuszyk, Myra Spiliopoulou
Semi-supervised Learning for Stream Recommender Systems. Discovery Science (2015)
Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama
Forgetting methods for incremental matrix factorization in recommender systems. SAC (2015)
Pawel Matuszyk, Myra Spiliopoulou
Predicting the Performance of Collaborative Filtering Algorithms. WIMS (2014)
Pawel Matuszyk, Myra Spiliopoulou
Selective Forgetting for Incremental Matrix Factorization in Recommender Systems. Discovery Science (2014)
Pawel Matuszyk, Myra Spiliopoulou
Hoeffding-CF: Neighbourhood-Based Recommendations on Reliably Similar Users. UMAP (2014)
Pawel Matuszyk, Georg Krempl, Myra Spiliopoulou
Correcting the Usage of the Hoeffding Inequality in Stream Mining. IDA (2013)
Pawel Matuszyk, Myra Spiliopoulou
Framework for Storing and Processing Relational Entities in Stream Mining. PAKDD (2) (2013)
Rene Schult, Pawel Matuszyk, Myra Spiliopoulou
Framework for Computer Aided Analysis of Medical Protocols in a Hospital. HEALTHINF (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pawel Matuszyk