Concepedia

István Pilászy

IP

9

Publications

1.3K

Citations

9

H-Index

2007

Active since

Affiliations

Széchenyi István University(Current)

Budapest University of Technology and Economics

Andrássy University Budapest

István Pilászy is an author at Széchenyi István University specializing in machine learning, data science, and engineering.

Top concepts

EngineeringData ScienceMachine LearningData MiningPredictive AnalyticsInformation RetrievalComputer ScienceText MiningKnowledge DiscoveryRecommendation Systems

Publications per year

2007–2011

9

Publications

9

Scalable Collaborative Filtering Approaches for Large Recommender Systems

G. Takács, István Pilászy, Bottyán Németh et al. · Journal of Machine Learning Research · 2009 · 460 citations

Group Recommenders, Engineering, Information Retrieval +13

Fast als-based matrix factorization for explicit and implicit feedback datasets

István Pilászy, Dávid Zibriczky, Domonkos Tikk · 2010 · 170 citations

Engineering, Machine Learning, Speech Recognition +20

Matrix factorization and neighbor based algorithms for the netflix prize problem

G. Takács, István Pilászy, Bottyán Németh et al. · 2008 · 156 citations

Mathematical Programming, Ranking Algorithm, Engineering +17

Major components of the gravity recommendation system

G. Takács, István Pilászy, Bottyán Németh et al. · ACM SIGKDD Explorations Newsletter · 2007 · 144 citations

Artificial Intelligence, Engineering, Machine Learning +20

Investigation of various matrix factorization methods for large recommender systems

G. Takács, István Pilászy, Bottyán Németh et al. · 2008 · 132 citations

Engineering, Machine Learning, Hybrid Mf +16

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