Wojciech Kwedlo  The List of Publications
 Kwedlo W., A
parallel EM algorithm for Gaussian mixture models
implemented on a NUMA system using OpenMP, Proceedings
of the 22nd Euromicro International Conference on Parallel,
Distributed and NetworkBased Processing (PDP 2014), 2014,
pp. 292298.
 Kwedlo W., A
new nethod for random initialization of the EM algorithm
for multivariate Gaussian mixture learning,
Proceedings of the 8th International Conference on Computer
Recognition Systems (CORES 2013), 2013, pp. 8190
 Kwedlo W., A
Clustering Method Combining Differential Evolution with
the
Kmeans
Algorithm, Pattern
Recognition Letters, 32(12), 2011, pp. 16131621.

Kwedlo W., Iwanowicz P., Using
Genetic Algorithm for Selection of Initial Cluster
Centers for the Kmeans
method, Artificial
Intelligence
and Soft Computing 10th International Conference (ICAISC
2010), Lecture Notes in Artificial Intelligence 6114,
2010, pp. 165172.

Bandurski K., Kwedlo W.,
A Lamarckian Hybrid of Differential Evolution and
Conjugate Gradients for Neural Network Training, Neural Processing Letters,
32(1),2010, pp. 3144.

Kwedlo W., Bandurski K., A
Parallel Differential Evolution Algorithm for Neural
Network Training,
International Symposium on Parallel Computing in
Electrical Engineering
PARELEC 2006. IEEE Computer Society Press, 2006,
pp. 319324.

Kwedlo W., Parallelizing
Evolutionary
Algorithms for Clustering Data, PPAM 2005, Lecture
Notes in Computer Science
3911, 2006, pp. 430438

Wojciech Kwedlo, A Parallel
Evolutionary Algorithm for Discovery of Decision
Rules,Parallel
Processing and Applied Mathematics, 5th International
Conference,
PPAM 2003, Lecture
Notes in Computer
Science 3019, Springer, 2004.
Download pdf (ppam2003.pdf
144 KB)
 (in
Polish
language) Wojciech Kwedlo,
Algorytmy
ewolucyjne jako narzędzia pozyskiwania wiedzy z baz danych
(Evolutionary Algorithms for Knowledge Discovery in
Databases), Ph. D.
thesis, Faculty of Computer Science, Białystok Technical
University,
2003.
Download compressed postscript
(PhDKwedlo.zip
1.2 MB)
 Kwedlo W., Krętowski M.,
Learning decision rules using a
distributed evolutionary algorithm, TASK Quarterly
6, 2002
Download compressed postscript of
a draft version (task2002.zip 218 KB)
 Kwedlo W., Krętowski M., An
evolutionary algorithm for
costsensitive decision rule learning. Machine Learning:
ECML 2001.
12th European Conference on Machine Learning,
Freiburg, Germany,
September,37, 2001. Lecture Notes in Artificial
Intelligence 2167.
Download compressed postscript
(ecml2001.ps.gz 120 KB)
 Keller J., Bauer V., Kwedlo
W., Application of datamining
and Knowledge discovery in automotive data engineering, Principles
of
data mining and knowledge discovery : 4th European
Conference :
PKDD'2000, Lyon, France, September 1316, 2000, Lecture
Notes
in Computer Science 1910
 Kwedlo W., Krętowski M.,
Costsensitive induction of
decision rules, Proceedings of IXth Workshop on Intelligent
Information
Systems, Bystra, Poland, June 1216, 2000.
Download
compressed
postscript (iis2000.ps.gz 117 KB)
 Kwedlo W., Kretowski M., An
evolutionary algorithm using
multivariate discretization for decision rule induction.
Proceedings
of 3^{rd}European Conference on Principles and
Practice of
Knowledge Discovery in Databases. Prague, Czech
Republic,
September 1518, 1999. Springer Lecture Notes in Computer
Science 1704.
Download
compressed
postscript (pkdd99.ps.gz 117 KB)
 Kwedlo W., Kretowski M., An
evolutionary algorithm
integrating discretization of continuousvalued attributes
with
learning decision rules. Proceedings of the 8th Workshop
Intelligent
Information Systems. Ustron, Poland, June 1418,
1999.
Download
compressed
postscript (iis99.ps.gz 76 KB)
 Kwedlo W., Kretowski M.,
Discovery of decision rules from
databases: an evolutionary approach. Principles of Data
Mining and
Knowledge Discovery. Second European Symposium PKDD'98.
Nantes,
France, September 2326, 1998. Springer Lecture Notes in
Computer
Science 1510.
Download
compressed
postscript (pkdd98.ps.gz 73 KB)
 Kwedlo W., Kretowski M.,
Learning decision rules using an
evolutionary algorithm and entropybased discretization.
Proceedings of the 7th Workshop Intelligent Information
Systems. Malbork,
Poland, June 1519, 1998.
Download
compressed
postscript (iis98.ps.gz 59 KB)
 Kwedlo W., An evolutionary
algorithm for induction of
classification rules and its application to the diagnosis of
liver
diseases, Proceedings of the 3rd Conference Neural
Networks and
Their Applications. Kule, Poland, October 1418, 1997.
 Seredynski F., Kwedlo W,
Kretowski M., An epsilon automata
based multiagent system for the dynamic mapping problem.
Proceedings of the First International Workshop on
Decentralised
Intelligent and MultiAgent Systems DIMAS95 .
Cracow, Poland,
2224 November, 1995.
