Wojciech Kwedlo

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 9

Top Topics

Gaussian Mixture Model

Expectation Maximization

Top Venues

Publications

Wojciech Kwedlo
Parallel Iterative Mistake Minimization (IMM) clustering algorithm for shared-memory systems. ICPP (2024)
Wojciech Kwedlo
Expectation-Maximization Algorithms for Gaussian Mixture Models Using Linear Algebra Libraries on Parallel Shared-Memory Systems. FedCSIS (2023)
Wojciech Kwedlo
A hybrid steady-state evolutionary algorithm using random swaps for Gaussian model-based clustering. Expert Syst. Appl. 208 (2022)
Wojciech Kwedlo, Michal Lubowicz
Accelerated K-Means Algorithms for Low-Dimensional Data on Parallel Shared-Memory Systems. IEEE Access 9 (2021)
Wojciech Kwedlo, Michal Lubowicz
An OpenMP Parallelization of the K-means Algorithm Accelerated Using KD-trees. PPAM (1) (2019)
Wojciech Kwedlo, Pawel J. Czochanski
A Hybrid MPI/OpenMP Parallelization of $K$ -Means Algorithms Accelerated Using the Triangle Inequality. IEEE Access 7 (2019)
Wojciech Kwedlo
Two Modifications of Yinyang K-means Algorithm. ICAISC (2) (2017)
Wojciech Kwedlo
A new random approach for initialization of the multiple restart EM algorithm for Gaussian model-based clustering. Pattern Anal. Appl. 18 (4) (2015)
Wojciech Kwedlo
Using a Genetic Algorithm for Selection of Starting Conditions for the EM Algorithm for Gaussian Mixture Models. CORES (2015)
Wojciech Kwedlo
A Parallel EM Algorithm for Gaussian Mixture Models Implemented on a NUMA System Using OpenMP. PDP (2014)
Wojciech Kwedlo
A New Method for Random Initialization of the EM Algorithm for Multivariate Gaussian Mixture Learning. CORES (2013)
Wojciech Kwedlo
A clustering method combining differential evolution with the K-means algorithm. Pattern Recognit. Lett. 32 (12) (2011)
Wojciech Kwedlo, Piotr Iwanowicz
-Means Method. ICAISC (2) (2010)
Krzysztof Bandurski, Wojciech Kwedlo
A Lamarckian Hybrid of Differential Evolution and Conjugate Gradients for Neural Network Training. Neural Process. Lett. 32 (1) (2010)
Wojciech Kwedlo, Krzysztof Bandurski
A Parallel Differential Evolution Algorithm A Parallel Differential Evolution Algorithm. PARELEC (2006)
Wojciech Kwedlo
Parallelizing Evolutionary Algorithms for Clustering Data. PPAM (2005)
Wojciech Kwedlo
A Parallel Evolutionary Algorithm for Discovery of Decision Rules. PPAM (2003)
Wojciech Kwedlo, Marek Kretowski
An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning. ECML (2001)
Jörg Keller, Valerij Bauer, Wojciech Kwedlo
Application of Data-Mining and Knowledge Discovery in Automotive Data Engineering. PKDD (2000)
Wojciech Kwedlo, Marek Kretowski
An Evolutionary Algorithm Using Multivariate Discretization for Decision Rule Induction. PKDD (1999)
Wojciech Kwedlo, Marek Kretowski
Discovery of Decision Rules from Databases: An Evolutionary Approach. PKDD (1998)