Wojciech Kwedlo

23 papers B 1C 2Misc 2Journal 6Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
FastEM: an efficient EM algorithm for learning Gaussian mixture models on compute clusters.
CLUSTER Workshops
Wojciech Kwedlo
2024 — conf
EM Algorithm for Cluster of Multicore Nodes Using Level 3 BLAS Operations to Learn Gaussian Mixture Models.
PPAM (3)
Wojciech Kwedlo
2024 B conf
Parallel Iterative Mistake Minimization (IMM) clustering algorithm for shared-memory systems.
ICPP
Wojciech Kwedlo
2023 C conf
Expectation-Maximization Algorithms for Gaussian Mixture Models Using Linear Algebra Libraries on Parallel Shared-Memory Systems.
FedCSIS
Wojciech Kwedlo
2022 J jnl
A hybrid steady-state evolutionary algorithm using random swaps for Gaussian model-based clustering.
Expert Syst. Appl.
Wojciech Kwedlo
2021 J jnl
Accelerated K-Means Algorithms for Low-Dimensional Data on Parallel Shared-Memory Systems.
IEEE Access
Wojciech Kwedlo, Michal Lubowicz
2019 J jnl
A Hybrid MPI/OpenMP Parallelization of $K$ -Means Algorithms Accelerated Using the Triangle Inequality.
IEEE Access
Wojciech Kwedlo, Pawel J. Czochanski
2019 — conf
An OpenMP Parallelization of the K-means Algorithm Accelerated Using KD-trees.
PPAM (1)
Wojciech Kwedlo, Michal Lubowicz
2017 — conf
Two Modifications of Yinyang K-means Algorithm.
ICAISC (2)
Wojciech Kwedlo
2015 J jnl
A new random approach for initialization of the multiple restart EM algorithm for Gaussian model-based clustering.
Pattern Anal. Appl.
Wojciech Kwedlo
2015 — conf
Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models.
CORES
Wojciech Kwedlo
2014 C conf
A Parallel EM Algorithm for Gaussian Mixture Models Implemented on a NUMA System Using OpenMP.
PDP
Wojciech Kwedlo
2013 — conf
A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning.
CORES
Wojciech Kwedlo
2011 J jnl
A clustering method combining differential evolution with the K-means algorithm.
Pattern Recognit. Lett.
Wojciech Kwedlo
2010 J jnl
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training.
Neural Process. Lett.
Krzysztof Bandurski, Wojciech Kwedlo
2010 — conf
Using Genetic Algorithm for Selection of Initial Cluster Centers for the
ICAISC (2)
Wojciech Kwedlo, Piotr Iwanowicz
2006 — conf
A Parallel Differential Evolution Algorithm A Parallel Differential Evolution Algorithm.
PARELEC
Wojciech Kwedlo, Krzysztof Bandurski
2005 Misc conf
Parallelizing Evolutionary Algorithms for Clustering Data.
PPAM
Wojciech Kwedlo
2003 Misc conf
A Parallel Evolutionary Algorithm for Discovery of Decision Rules.
PPAM
Wojciech Kwedlo
2001 — conf
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning.
ECML
Wojciech Kwedlo, Marek Kretowski
2000 — conf
Application of Data-Mining and Knowledge Discovery in Automotive Data Engineering.
PKDD
Jörg Keller, Valerij Bauer, Wojciech Kwedlo
1999 — conf
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction.
PKDD
Wojciech Kwedlo, Marek Kretowski
1998 — conf
Discovery of Decision Rules from Databases: An Evolutionary Approach.
PKDD
Wojciech Kwedlo, Marek Kretowski