| [1] |
Andreas Weingessel and Kurt Hornik.
A robust subspace algorithm for principal component analysis.
International Journal of Neural Systems, 13(5):1-7, 2003.
To appear. |
| [2] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
A cluster ensembles framework.
In The third International conference on Hybrid Intelligent
Systems (HIS'03), 2003.
To appear. |
| [3] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
A combination scheme for fuzzy clustering.
International Journal of Pattern Recognition and Artificial
Intelligence, 16(7):901-912, 2002. |
| [4] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
A mixed ensemble approach for the semi-supervised problem.
In José R. Dorronsoro, editor, Proceedings of the
International Conference on Artificial Neural Networks (ICANN 02), volume
2415 of Lecture Notes in Computer Science, pages 571-576. Springer,
2002. |
| [5] |
Evgenia Dimitriadou, Sara Dolnicar, and Andreas Weingessel.
An examination of indexes for determining the number of clusters in
binary data sets.
Psychometrika, 67(1):137-160, March 2002. |
| [6] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
A combination scheme for fuzzy clustering.
In Nikhil R. Pal and Michio Sugeno, editors, Advances in Soft
Computing, International Conference on Fuzzy Systems (AFSS 2002), volume
LNAI 2275, pages 332-338, Calcutta, India, February 2002. |
| [7] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
Voting-merging: An ensemble method for clustering.
In Georg Dorffner, Horst Bischof, and Kurt Hornik, editors,
Artificial Neural Networks-ICANN 2001, pages 217-224, Vienna, Austria,
August 2001. Springer. |
| [8] |
Andreas Weingessel and Kurt Hornik.
Local PCA algorithms.
IEEE Transactions on Neural Networks, 11(6):1242-1250,
November 2000. |
| [9] |
Markus Orasch, Friedrich Leisch, and Andreas Weingessel.
On specifying correlation matrices for binary data.
Working Paper 53, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, August 1999. [ http://www.wu-wien.ac.at/am/workpap.htm#53 ] |
| [10] |
Andreas Weingessel, Evgenia Dimitriadou, and Sara Dolnicar.
Criteria for the evaluation of cluster indexes.
In Joint Statistical Meetings (JSM 99), Baltimore, Maryland,
1999. |
| [11] |
Andreas Weingessel, Evgenia Dimitriadou, and Sara Dolnicar.
The number of clusters in binary data sets.
In Proceedings of the 31st Symposium on the Interface
(Interface'99), pages 203-207, 1999. |
| [12] |
Evgenia Dimitriadou, Sara Dolnicar, Friedrich Leisch, and Andreas Weingessel.
More insight into clustering-comparison of cluster algorithms and
evaluation of indexes for determining the correct number of clusters.
Methods of Psychological Research, Special Issue: Abstracts of
the European Meeting of the Psychometric Society, 4(1):65-66, 1999. |
| [13] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
A voting-merging clustering algorithm.
Working Paper 31, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, April 1999. [ http://www.wu-wien.ac.at/am/workpap.htm#31 ] |
| [14] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
Fuzzy voting in clustering.
In Gerhard Brewka, Ralf Der, Siegfried Gottwald, and Andreas
Schierwagen, editors, Fuzzy-Neuro Systems`99, pages 63-74. Leipziger
Universitätsverlag, Germany, 1999. |
| [15] |
Andreas Weingessel, Evgenia Dimitriadou, and Kurt Hornik.
A voting scheme for cluster algorithms.
In Gerald Krell, Bernd Michaelis, Detlef Nauck, and Rudolf Kruse,
editors, Neural Networks in Applications, Proceedings of the Fourth
International Workshop NN'99, pages 31-37, Otto-von-Guericke University of
Magdeburg, Germany, 1999. |
| [16] |
Evgenia Dimitriadou, Andreas Weingessel, and Kurt Hornik.
Voting in clustering and finding the number of clusters.
In H. Bothe, E. Oja, E. Massad, and C. Haefke, editors,
Proceedings of the ``International Symposium on Advances in Intelligent Data
Analysis (AIDA 99)'' (``International ICSC Congress on Computational
Intelligence: Methods and Applications (CIMA 99)'', pages 291-296. ICSC
Academic Press, 1999. |
| [17] |
Andreas Weingessel.
An Analysis of Learning Algorithms in PCA and SVD Neural
Networks.
PhD thesis, Technische Universität Wien, February 1999. [ Postscript File ] |
| [18] |
Andreas Weingessel, Evgenia Dimitriadou, and Sara Dolnicar.
An examination of indexes for determining the number of clusters in
binary data sets.
Working Paper 29, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, January
1999. [ http://www.wu-wien.ac.at/am/workpap.htm#29 ] |
| [19] |
Andreas Weingessel and Kurt Hornik.
Local PCA algorithms.
Working Paper 22, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, October
1998.
Appeared in ``IEEE Transactions on Neural Networks''. [ http://www.wu-wien.ac.at/am/workpap.htm#22 ] |
| [20] |
Sara Dolnicar, Friedrich Leisch, and Andreas Weingessel.
Artificial binary data scenarios.
Working Paper 20, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, September
1998. [ http://www.wu-wien.ac.at/am/workpap.htm#20 ] |
| [21] |
Sara Dolnicar, Friedrich Leisch, Gottfried Steiner, and Andreas Weingessel.
A comparison of several cluster algorithms on artificial binary data
scenarios from tourism marketing: Part 2.
Working Paper 19, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, September
1998. [ http://www.wu-wien.ac.at/am/workpap.htm#19 ] |
| [22] |
Friedrich Leisch, Andreas Weingessel, and Evgenia Dimitriadou.
Competitive learning for binary valued data.
In Lars Niklasson, Mikael Bodén, and Tom Ziemke, editors,
Proceedings of the 8th International Conference on Artificial Neural Networks
(ICANN 98), volume 2, pages 779-784, Skövde, Sweden, September 1998.
Springer. [ Postscript File ] |
| [23] |
Andreas Weingessel, Martin Natter, and Kurt Hornik.
Using independent component analysis for feature extraction and
multivariate data projection.
Working Paper 16, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, August 1998. [ http://www.wu-wien.ac.at/am/workpap.htm#16 ] |
| [24] |
Friedrich Leisch, Andreas Weingessel, and Kurt Hornik.
On the generation of correlated artificial binary data.
Working Paper 13, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, June 1998. [ http://www.wu-wien.ac.at/am/workpap.htm#13 ] |
| [25] |
Sara Dolnicar, Friedrich Leisch, Andreas Weingessel, Christian Buchta, and
Evgenia Dimitriadou.
A comparison of several cluster algorithms on artificial binary data
scenarios from tourism marketing.
Working Paper 7, SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science'', http://www.wu-wien.ac.at/am, April 1998. [ http://www.wu-wien.ac.at/am/workpap.htm#7 ] |
| [26] |
Andreas Weingessel, Horst Bischof, Kurt Hornik, and Friedrich Leisch.
Adaptive combination of PCA and VQ networks.
IEEE Transactions on Neural Networks, 8(5):1208-1211, 1997. [ Postscript File ] |
| [27] |
Andreas Weingessel and Kurt Hornik.
SVD algorithms: APEX-like versus subspace methods.
Neural Processing Letters, 5:177-184, 1997. [ Postscript File ] |
| [28] |
Andreas Weingessel, Horst Bischof, and Kurt Hornik.
The adaptive network combined for data compression.
In Ivan Frollo and Anna Placková, editors, Proceedings of
the International Conference on Measurement (MEASUREMENT '97), pages
249-253, Dúbravska cesta 9, 842 19 Bratislava, Slovak Republic, 1997.
Institute of Measurement Science, Slovak Academy of Sciences.
ISBN 80-967402-1-0. [ Postscript File ] |
| [29] |
Andreas Weingessel, Horst Bischof, and Kurt Hornik.
Hierarchies of autoassociators.
In Proceedings 13th International Conference on Pattern
Recognition, volume IV, pages 200-204. IEEE Computer Society, 1996. [ Postscript File ] |
| [30] |
Andreas Weingessel.
Speech recognition.
Master's thesis, Institut für Statistik und
Wahrscheinlichkeitstheorie, Technische Universität, Wien, May 1994. [ Postscript File ] |