Pawel Matuszyk

19 papers A 1B 5Misc 2Journal 4Unranked 5
YearRankTypeTitle / Venue / Authors
2020 J jnl
Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity.
Int. J. Data Sci. Anal.
Vishnu Unnikrishnan, Christian Beyer, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
2019 Misc conf
Exploiting entity information for stream classification over a stream of reviews.
SAC
Christian Beyer, Vishnu Unnikrishnan, Uli Niemann, Pawel Matuszyk, Eirini Ntoutsi, Myra Spiliopoulou
2018 B conf
Entity-Level Stream Classification: Exploiting Entity Similarity to Label the Future Observations Referring to an Entity.
DSAA
Christian Beyer, Vishnu Unnikrishnan, Pawel Matuszyk, Uli Niemann, Rüdiger Pryss, Winfried Schlee, Eirini Ntoutsi, Myra Spiliopoulou
2018 J jnl
Forgetting techniques for stream-based matrix factorization in recommender systems.
Knowl. Inf. Syst.
Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama
2018 — conf
ORSUM Chairs' Welcome & Organization.
WWW (Companion Volume)
Alípio Jorge, João Vinagre, Pawel Matuszyk, Myra Spiliopoulou
2018 J jnl
Personalized recommender systems for product-line configuration processes.
Comput. Lang. Syst. Struct.
Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake
2017 — —
Selective learning for recommender systems.
Pawel Matuszyk
2017 — ch.
Selektives Lernen für Empfehlungsmaschinen.
Ausgezeichnete Informatikdissertationen
Pawel Matuszyk
2017 J jnl
Stream-based semi-supervised learning for recommender systems.
Mach. Learn.
Pawel Matuszyk, Myra Spiliopoulou
2016 B conf
A feature-based personalized recommender system for product-line configuration.
GPCE
Juliana Alves Pereira, Pawel Matuszyk, Sebastian Krieter, Myra Spiliopoulou, Gunter Saake
2016 — conf
Scalable Online Top-N Recommender Systems.
EC-Web
Alípio M. Jorge, João Vinagre, Marcos Aurélio Domingues, João Gama, Carlos Soares, Pawel Matuszyk, Myra Spiliopoulou
2015 Misc conf
Forgetting methods for incremental matrix factorization in recommender systems.
SAC
Pawel Matuszyk, João Vinagre, Myra Spiliopoulou, Alípio Mário Jorge, João Gama
2015 B conf
Semi-supervised Learning for Stream Recommender Systems.
Discovery Science
Pawel Matuszyk, Myra Spiliopoulou
2014 A conf
Hoeffding-CF: Neighbourhood-Based Recommendations on Reliably Similar Users.
UMAP
Pawel Matuszyk, Myra Spiliopoulou
2014 — conf
Predicting the Performance of Collaborative Filtering Algorithms.
WIMS
Pawel Matuszyk, Myra Spiliopoulou
2014 B conf
Selective Forgetting for Incremental Matrix Factorization in Recommender Systems.
Discovery Science
Pawel Matuszyk, Myra Spiliopoulou
2013 B conf
Correcting the Usage of the Hoeffding Inequality in Stream Mining.
IDA
Pawel Matuszyk, Georg Krempl, Myra Spiliopoulou
2013 — conf
Framework for Storing and Processing Relational Entities in Stream Mining.
PAKDD (2)
Pawel Matuszyk, Myra Spiliopoulou
2012 — conf
Framework for Computer Aided Analysis of Medical Protocols in a Hospital.
HEALTHINF
René Schult, Pawel Matuszyk, Myra Spiliopoulou