• 2524 Citations
  • 24 h-Index
19972020

Research output per year

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Research Output

2010
6 Citations (Scopus)

Dynamic Time Warping of segmented time series

Bankó, Z. & Abonyi, J., dec. 1 2010, Advances in Intelligent and Soft Computing. p. 117-125 9 p. (Advances in Intelligent and Soft Computing; vol. 75).

Research output: Chapter

2 Citations (Scopus)

Novel method for the determination of process safety time

Varga, T. & Abonyi, J., szept. 1 2010, In : Chemical and Biochemical Engineering Quarterly. 24, 3, p. 283-293 11 p.

Research output: Article

2 Citations (Scopus)

Optimal experiment design techniques integrated with time-series segmentation

Dobos, L., Bankó, Z. & Abonyi, J., ápr. 30 2010, SAMI 2010 - 8th International Symposium on Applied Machine Intelligence and Informatics, Proceedings. p. 207-210 4 p. 5423737. (SAMI 2010 - 8th International Symposium on Applied Machine Intelligence and Informatics, Proceedings).

Research output: Conference contribution

Process development based on model mining and experiment design techniques

Abonyi, J., ápr. 30 2010, SAMI 2010 - 8th International Symposium on Applied Machine Intelligence and Informatics, Proceedings. p. 171-176 6 p. 5423743. (SAMI 2010 - 8th International Symposium on Applied Machine Intelligence and Informatics, Proceedings).

Research output: Conference contribution

Supervised fuzzy clustering based initialization of fuzzy partitions for decision tree induction

Abonyi, J., dec. 1 2010, Advances in Intelligent and Soft Computing. p. 31-39 9 p. (Advances in Intelligent and Soft Computing; vol. 75).

Research output: Chapter

2 Citations (Scopus)
2009
5 Citations (Scopus)
1 Citation (Scopus)

Local and global mappings of topology representing networks

Vathy-Fogarassy, A. & Abonyi, J., okt. 18 2009, In : Information Sciences. 179, 21, p. 3791-3803 13 p.

Research output: Article

11 Citations (Scopus)
1 Citation (Scopus)

Novel model of proof test coverage factor

Baradits, G., Madár, J. & Abonyi, J., dec. 1 2009, p. 289-301. 13 p.

Research output: Paper

4 Citations (Scopus)

Segmentation-based optimal experiment design

Dobos, L., Bankó, Z. & Abonyi, J., dec. 1 2009, p. 279-288. 10 p.

Research output: Paper

1 Citation (Scopus)

Visualization and complexity reduction of neural networks

Kenesei, T., Feil, B. & Abonyi, J., febr. 11 2009, Applications of Soft Computing: Updating the State of Art. Avineri, E., Sunitiyoso, Y., Koppen, M., Dahal, K. & Roy, R. (eds.). p. 43-52 10 p. (Advances in Soft Computing; vol. 52).

Research output: Chapter

1 Citation (Scopus)
2008

Application of process simulator for determining the region of controllability in fed-batch reactor

Varga, T., Szeifert, F. & Abonyi, J., dec. 1 2008, Proceedings of the 27th IASTED International Conference on Modelling, Identification, and Control. (Proceedings of the IASTED International Conference on Modelling, Identification, and Control, MIC).

Research output: Conference contribution

Compact fuzzy association rule-based classifier

Pach, F. P., Gyenesei, A. & Abonyi, J., máj. 1 2008, In : Expert Systems with Applications. 34, 4, p. 2406-2416 11 p.

Research output: Article

40 Citations (Scopus)

Decision tree based qualitative analysis of operating regimes in industrial production processes

Varga, T., Szeifert, F., Réti, J. & Abonyi, J., okt. 3 2008, 18th European Symposium on Computer Aided Process Engineering. Braunschweig, B. & Joulia, X. (eds.). p. 1039-1044 6 p. (Computer Aided Chemical Engineering; vol. 25).

Research output: Chapter

1 Citation (Scopus)
4 Citations (Scopus)

MOSSFARM: Model structure selection by fuzzy association rule mining

Pach, F. P., Gyenesei, A. & Abonyi, J., dec. 8 2008, In : Journal of Intelligent and Fuzzy Systems. 19, 6, p. 399-407 9 p.

Research output: Article

3 Citations (Scopus)

Topology representing networks for the visualization of manifolds

Vathy-Fogarassy, A., Werner-Stark, A. & Abonyi, J., dec. 1 2008, In : Journal of Mathematical Modelling and Algorithms. 7, 4, p. 351-370 20 p.

Research output: Article

1 Citation (Scopus)
2007

A combination-of-tools method for learning interpretable fuzzy rule-based classifiers from support vector machines

Kenesei, T., Roubos, J. A. & Abonyi, J., 2007, Intelligent Data Engineering and Automated Learning - IDEAL 2007 - 8th International Conference, Proceedings. Springer Verlag, p. 477-486 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4881 LNCS).

Research output: Conference contribution

Aggregation and Visualization of Fuzzy Clusters Based on Fuzzy Similarity Measures

Abonyi, J. & Feil, B., máj. 11 2007, Advances in Fuzzy Clustering and its Applications. John Wiley & Sons, Ltd, p. 93-121 29 p.

Research output: Chapter

4 Citations (Scopus)

Analysis of the runaway in an industrial heterocatalytic reactor

Varga, T. . ., Szeifert, F., Reti, J. . . & Abonyi, J. . ., dec. 1 2007, 17th European Symposium on Computer Aided Process Engineering. Plesu, V. & Agachi, P. S. (eds.). p. 751-756 6 p. (Computer Aided Chemical Engineering; vol. 24).

Research output: Chapter

3 Citations (Scopus)

Analyzing trends by symbolic episode representation and sequence alignment

Balasko, B., Banko, Z. & Abonyi, J., dec. 1 2007, 2007 Mediterranean Conference on Control and Automation, MED. 4433862. (2007 Mediterranean Conference on Control and Automation, MED).

Research output: Conference contribution

3 Citations (Scopus)

A new software-based HAZOP study development methodology

Baradits, G. & Abonyi, J., dec. 1 2007, p. 667-680. 14 p.

Research output: Paper

2 Citations (Scopus)
191 Citations (Scopus)

Correlation based Dynamic Time Warping

Bankó, Z. & Abonyi, J., dec. 1 2007, p. 295-306. 12 p.

Research output: Paper

1 Citation (Scopus)

Evolutionary strategy-based feeding profile optimization of fed-batch reactors

Varga, T., Szeifert, F. & Abonyi, J., dec. 1 2007, p. 237-247. 11 p.

Research output: Paper

7 Citations (Scopus)

Fuzzy clustering for the identification of hinging hyperplanes based regression trees

Kenesei, T., Feil, B. & Abonyi, J., dec. 24 2007, Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. p. 179-186 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4578 LNAI).

Research output: Conference contribution

Geodesic distance based fuzzy clustering

Feil, B. & Abonyi, J., dec. 1 2007, Soft Computing in Industrial Applications: Recent Trends. Saad, A., Avineri, E., Dahal, K., Sarfraz, M. & Roy, R. (eds.). p. 50-59 10 p. (Advances in Soft Computing; vol. 39).

Research output: Chapter

13 Citations (Scopus)

Improvement of Jarvis-Patrick clustering based on fuzzy similarity

Vathy-Fogarassy, A., Kiss, A. & Abonyi, J., jan. 1 2007, Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. Springer Verlag, p. 195-202 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4578 LNAI).

Research output: Conference contribution

3 Citations (Scopus)

Process modeling and simulation for optimization of operating processes

Balasko, B., Nemeth, S., Janecska, A., Nagy, T., Nagy, G. & Abonyi, J., dec. 1 2007, 17th European Symposium on Computer Aided Process Engineering. Plesu, V. & Agachi, P. S. (eds.). p. 895-900 6 p. (Computer Aided Chemical Engineering; vol. 24).

Research output: Chapter

3 Citations (Scopus)
14 Citations (Scopus)

Visualization of topology representing networks

Vathy-Fogarassy, A., Werner-Stark, A., Gal, B. & Abonyi, J., jan. 1 2007, Intelligent Data Engineering and Automated Learning - IDEAL 2007 - 8th International Conference, Proceedings. Springer Verlag, p. 557-566 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4881 LNCS).

Research output: Conference contribution

7 Citations (Scopus)
2006

Additive sequential evolutionary design of experiments

Balasko, B., Madar, J. & Abonyi, J., jan. 1 2006, Artificial Intelligence and Soft Computing - ICAISC 2006 - 8th International Conference, Proceedings. Springer Verlag, p. 324-333 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4029 LNAI).

Research output: Conference contribution

2 Citations (Scopus)
2 Citations (Scopus)

Effects of catalyst activity profiles on the scale-up of polymerization reactors

Nemeth, S., Abonyi, J., Feil, B., Arva, P., Tolveth, J., Janecska, A. & Nagy, G., dec. 1 2006, In : Computer Aided Chemical Engineering. 21, C, p. 937-942 6 p.

Research output: Article

Fuzzy association rule mining for model structure identification

Pach, F. P., Gyenesei, A., Arva, P. & Abonyi, J., dec. 1 2006, Applications of Soft Computing: Recent Trends. p. 261-270 10 p. (Advances in Soft Computing; vol. 36).

Research output: Conference contribution

Hybrid minimal spanning tree and mixture of Gaussians based clustering algorithm

Vathy-Fogarassy, A., Kiss, A. & Abonyi, J., júl. 6 2006, Foundations of Information and Knowledge Systems - 4th International Symposium, FoIKS 2006, Proceedings. p. 313-330 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3861 LNCS).

Research output: Conference contribution

13 Citations (Scopus)
3 Citations (Scopus)
2005

Analysis of trace elements in clinker based on supervised clustering and fuzzy decision tree induction

Tamas, F. D., Pach, F. P., Abonyi, J. & Esteves, A. M., 2005, Cement Combinations for Durable Concrete - Proceedings of the International Conference. ICE Publishing, p. 13-22 10 p. (Proceedings of the International Conference on Cement Combinations for Durable Concrete).

Research output: Conference contribution

Computational intelligence in data mining

Abonyi, J., Feil, B. & Abraham, A., máj. 1 2005, In : Informatica (Ljubljana). 29, 1, p. 3-12 10 p.

Research output: Article

24 Citations (Scopus)

Effects of catalyst activity profiles on the operating conditions of an industrial polymerization reactor

Németh, S., Feil, B., Árva, P. & Abonyi, J., dec. 1 2005, In : Computer Aided Chemical Engineering. 20, C, p. 667-672 6 p.

Research output: Article

1 Citation (Scopus)
22 Citations (Scopus)

Genetic and other evolutionary algorithms

Madár, J. & Abonyi, J., jan. 1 2005, Instrument Engineers Handbook, Fourth Edition: Process Control and Optimization. CRC Press, Vol. 2. p. 181-192 12 p.

Research output: Chapter

1 Citation (Scopus)
108 Citations (Scopus)

Interactive evolutionary computation in process engineering

Madar, J., Abonyi, J. & Szeifert, F., jún. 15 2005, In : Computers and Chemical Engineering. 29, 7, p. 1591-1597 7 p.

Research output: Article

10 Citations (Scopus)

Interactive particle swarm optimization

Mádar, J., Abonyi, J. & Szeifert, F., dec. 1 2005, Proceedings - 5th International Conference on Intelligent Systems Design and Applications, ISDA '05. p. 314-319 6 p. 1578804. (Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05; vol. 2005).

Research output: Conference contribution

22 Citations (Scopus)

Model reduction and prediction of chaotic time series for model based control of crystallizers

Abonyi, J., Feil, B. & Lakatos, B. G., nov. 7 2005, In : VDI Berichte. 1901 II, p. 1009-1014 6 p., E-4.

Research output: Article