• 2524 Citations
  • 24 h-Index
19972020

Research output per year

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Research Output

1997

Takagi-Sugeno fuzzy control of batch polymerization reactors

Abonyi, J., Nagy, L. & Szeifert, F., dec. 1 1997, p. 251-255. 5 p.

Research output: Paper

11 Citations (Scopus)
1999
27 Citations (Scopus)
38 Citations (Scopus)

Constrained parameter estimation in fuzzy modeling

Abonyi, J., Babuska, R., Setnes, M., Verbruggen, H. B. & Szeifert, F., jan. 1 1999, p. II-951 - II-956.

Research output: Paper

10 Citations (Scopus)

Hybrid convolution model and its application in predictive pH control

Abonyi, J., Chován, T., Nagy, L. & Szeifert, F., jún. 1 1999, In : Computers and Chemical Engineering. 23, SUPPL. 1, p. S227-S230

Research output: Article

5 Citations (Scopus)

Inverse fuzzy-process-model based direct adaptive control

Abonyi, J., Andersen, H., Nagy, L. & Szeifert, F., dec. 22 1999, In : Mathematics and Computers in Simulation. 51, 1-2, p. 119-132 14 p.

Research output: Article

48 Citations (Scopus)

Predictor corrector controller using Wiener fuzzy convolution model

Abonyi, J., Bódizs, Á., Nagy, L. & Szeifert, F., dec. 1 1999, In : Hungarian Journal of Industrial Chemistry. 27, 3, p. 227-233 7 p.

Research output: Article

2000

Hybrid fuzzy convolution model and its application in predictive control

Abonyi, J., Bódizs, Á., Nagy, L. & Szeifert, F., máj. 2000, In : Chemical Engineering Research and Design. 78, 4, p. 597-604 8 p.

Research output: Article

8 Citations (Scopus)
11 Citations (Scopus)

Identification and control of nonlinear systems using Fuzzy Hammerstein models

Abonyi, J., Babuška, R., Ayala Botto, M., Szeifert, F. & Nagy, L., jan. 1 2000, In : Industrial and Engineering Chemistry Research. 39, 11, p. 4302-4314 13 p.

Research output: Article

62 Citations (Scopus)

Incorporating prior knowledge in fuzzy model identification

Abonyi, J., Babuška, R., Verbruggen, H. B. & Szeifert, F., jan. 1 2000, In : International Journal of Systems Science. 31, 5, p. 657-667 11 p.

Research output: Article

45 Citations (Scopus)
51 Citations (Scopus)
2001

Clasificación de clínkeres basándose en sus elementos traza. Aplicación a clínkeres españoles

Tamás, F. D., Abonyi, J. & Puertas, F., 2001, In : Materiales de Construccion. 2001, 263-264, p. 85-96 12 p.

Research output: Article

Open Access
24 Citations (Scopus)

Fuzzy model-based predictive control by instantaneous linearization

Abonyi, J., Nagy, L. & Szeifert, F., máj. 16 2001, In : Fuzzy Sets and Systems. 120, 1, p. 109-122 14 p.

Research output: Article

38 Citations (Scopus)
45 Citations (Scopus)
2 Citations (Scopus)
2002
243 Citations (Scopus)

Trace elements in clinker: II. Qualitative identification by fuzzy clustering

Tamás, F. D., Abonyi, J., Borszéki, J. & Halmos, P., aug. 1 2002, In : Cement and Concrete Research. 32, 8, p. 1325-1330 6 p.

Research output: Article

9 Citations (Scopus)

Trace elements in clinker: I. A graphical representation

Tamás, F. D. & Abonyi, J., aug. 1 2002, In : Cement and Concrete Research. 32, 8, p. 1319-1323 5 p.

Research output: Article

10 Citations (Scopus)
2003

Analysis of trace elements in South African clinkers using latent variable model and clustering

Abonyi, J., Tamás, F. D., Potgieter, S. & Potgieter, H., máj. 9 2003, In : South African Journal of Chemistry. 56, p. 15-20 6 p.

Research output: Article

1 Citation (Scopus)
116 Citations (Scopus)
29 Citations (Scopus)
22 Citations (Scopus)

Learning fuzzy classification rules from labeled data

Roubos, J. A., Setnes, M. & Abonyi, J., márc. 1 2003, In : Information Sciences. 150, 1-2, p. 77-93 17 p.

Research output: Article

136 Citations (Scopus)

Operator support system for multi product processes-application to polyethylene production

Abonyi, J., Arva, P., Nemeth, S., Vincze, C., Bodolai, B., Horváth, Z. D., Nagy, G. & Németh, M., dec. 1 2003, In : Computer Aided Chemical Engineering. 14, C, p. 347-352 6 p.

Research output: Article

2 Citations (Scopus)

Process analysis and product quality estimation by Self-Organizing Maps with an application to polyethylene production

Abonyi, J., Nemth, S., Vincze, C. & Arva, P., dec. 1 2003, In : Computers in Industry. 52, 3, p. 221-234 14 p.

Research output: Article

34 Citations (Scopus)

Structure selection for nonlinear input-output models based on fuzzy cluster analysis

Abonyi, J., Babuška, R. & Feil, B., júl. 11 2003, p. 464-469. 6 p.

Research output: Paper

183 Citations (Scopus)
2004
1 Citation (Scopus)

Effective optimization for fuzzy model predictive control

Mollov, S., Babuška, R., Abonyi, J. & Verbruggen, H. B., okt. 1 2004, In : IEEE Transactions on Fuzzy Systems. 12, 5, p. 661-675 15 p.

Research output: Article

112 Citations (Scopus)

Exploratory data analysis of trace elements in clinker

Abonyi, J., Tamás, F. D. & Tritthart, J., jan. 2004, In : Advances in Cement Research. 16, 1, p. 9-15 7 p.

Research output: Review article

1 Citation (Scopus)

Fuzzy clustering for selecting structure of nonlinear models with mixed discrete and continuous inputs

Girimonte, D., Babuška, R. & Abonyi, J., dec. 1 2004, 2004 IEEE International Conference on Fuzzy Systems - Proceedings. p. 383-387 5 p. (IEEE International Conference on Fuzzy Systems; vol. 1).

Research output: Conference contribution

5 Citations (Scopus)

FUZZSAM - Visualization of fuzzy clustering results by modified Sammon mapping

Abonyi, J. & Babuska, R., dec. 1 2004, 2004 IEEE International Conference on Fuzzy Systems - Proceedings. p. 365-370 6 p. (IEEE International Conference on Fuzzy Systems; vol. 1).

Research output: Conference contribution

11 Citations (Scopus)
38 Citations (Scopus)

Semi-mechanistic models for state-estimation - Soft sensor for polymer melt index prediction

Feil, B., Abonyi, J., Pach, P., Nemeth, S., Arva, P., Nemeth, M. & Nagy, G., jan. 1 2004, In : Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3070, p. 1111-1117 7 p.

Research output: Conference article

14 Citations (Scopus)
1 Citation (Scopus)
2 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

Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series

Abonyi, J., Feil, B., Nemeth, S. & Arva, P., jan. 1 2005, In : Fuzzy Sets and Systems. 149, 1, p. 39-56 18 p.

Research output: Article

106 Citations (Scopus)

Monitoring process transitions by Kalman filtering and time-series segmentation

Feil, B., Abonyi, J., Nemeth, S. & Arva, P., máj. 15 2005, In : Computers and Chemical Engineering. 29, 6 SPEC. ISS., p. 1423-1431 9 p.

Research output: Article

10 Citations (Scopus)