• 2524 Citations
  • 24 h-Index
19972020

Research output per year

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Research Output

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

27 Citations (Scopus)

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)

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)

A multilayer and spatial description of the Erasmus mobility network

Gadár, L., Kosztyán, Z. T., Telcs, A. & Abonyi, J., dec. 1 2020, In : Scientific Data. 7, 1, 41.

Research output: Article

Open Access

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)

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

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)
Open Access

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)

A novel approach to solve multiple traveling salesmen problem by genetic algorithm

Király, A. & Abonyi, J., nov. 3 2010, Computational Intelligence in Engineering. Rudas, I. (ed.). p. 141-151 11 p. (Studies in Computational Intelligence; vol. 313).

Research output: Chapter

19 Citations (Scopus)

A novel bitmap-based algorithm for frequent itemsets mining

Abonyi, J., nov. 3 2010, Computational Intelligence in Engineering. Rudas, I. (ed.). p. 171-180 10 p. (Studies in Computational Intelligence; vol. 313).

Research output: Chapter

38 Citations (Scopus)
3 Citations (Scopus)

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

Application to the analysis of heat exchanger networks

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2020, SpringerBriefs in Computer Science. Springer, p. 49-69 21 p. (SpringerBriefs in Computer Science).

Research output: Chapter

A Review of Semantic Sensor Technologies in Internet of Things Architectures

Honti, G. M. & Abonyi, J., 2019, In : Complexity. 2019, 6473160.

Research output: Review article

Open Access
2 Citations (Scopus)

Automated analysis of the interactions between sustainable development goals extracted from models and texts of sustainability science

Dorgo, G., Honti, G. & Abonyi, J., jan. 1 2018, 23rd International Congress of Chemical and Process Engineering, CHISA 2018 and 21st Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, PRES 2018. Czech Society of Chemical Engineering, p. 802-803 2 p. (23rd International Congress of Chemical and Process Engineering, CHISA 2018 and 21st Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, PRES 2018; vol. 2).

Research output: Conference contribution

5 Citations (Scopus)

Biclustering of high-throughput gene expression data with BiclusterMiner

Király, A., Abonyi, J., Laiho, A. & Gyenesei, A., dec. 1 2012, Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012. p. 131-138 8 p. 6406433. (Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012).

Research output: Conference contribution

9 Citations (Scopus)
5 Citations (Scopus)

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
191 Citations (Scopus)

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)
24 Citations (Scopus)

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)

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)

Controllability and observability in complex networks – the effect of connection types

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2017, In : Scientific reports. 7, 1, 151.

Research output: Article

22 Citations (Scopus)

Controller tuning of district heating networks using experiment design techniques

Dobos, L. & Abonyi, J., aug. 2011, In : Energy. 36, 8, p. 4633-4639 7 p.

Research output: Article

32 Citations (Scopus)

Controller tuning of District heating networks using experiment design techniques

Dobos, L. & Abonyi, J., jan. 1 2010, PRES 2010 - 13th International Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction. Italian Association of Chemical Engineering - AIDIC, Vol. 21. p. 1429-1434 6 p.

Research output: Conference contribution

1 Citation (Scopus)

Correlation based Dynamic Time Warping

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

Research output: Paper

1 Citation (Scopus)

Correlation based dynamic time warping of multivariate time series

Bankó, Z. & Abonyi, J., dec. 1 2012, In : Expert Systems with Applications. 39, 17, p. 12814-12823 10 p.

Research output: Article

79 Citations (Scopus)

Data-driven development and maintenance of soft-sensors

Abonyi, J., Farsang, B. & Kulcsar, T., jan. 1 2014, SAMI 2014 - IEEE 12th International Symposium on Applied Machine Intelligence and Informatics, Proceedings. IEEE Computer Society, p. 239-244 6 p. 6822414. (SAMI 2014 - IEEE 12th International Symposium on Applied Machine Intelligence and Informatics, Proceedings).

Research output: Conference contribution

2 Citations (Scopus)
116 Citations (Scopus)

Data-driven multilayer complex networks of sustainable development goals

Sebestyén, V., Bulla, M., Rédey, A. & Abonyi, J., aug. 1 2019, In : Data in Brief. 25, 104049.

Research output: Article

Open Access
1 Citation (Scopus)
5 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)

Design-oriented structural controllability and observability analysis of Heat Exchanger Networks

Leitold, D., Vathy-Fogarassy, A. & Abonyi, J., jan. 1 2018, In : Chemical Engineering Transactions. 70, p. 595-600 6 p.

Research output: Article

6 Citations (Scopus)
6 Citations (Scopus)
1 Citation (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)
1 Citation (Scopus)

Economic oriented stochastic optimization in process control using Taguchi's method

Király, A., Dobos, L. & Abonyi, J., okt. 25 2013, In : Optimization and Engineering. 14, 4, p. 547-563 17 p.

Research output: Article

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)

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)
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

5 Citations (Scopus)