• 2524 Citations
  • 24 h-Index
19972020

Research output per year

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Research Output

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2020

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

Reduction of relative degree by optimal control and sensor placement

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2020, SpringerBriefs in Computer Science. Springer, p. 27-48 22 p. (SpringerBriefs in Computer Science).

Research output: Chapter

Structural controllability and observability analysis in complex networks

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2020, SpringerBriefs in Computer Science. Springer, p. 17-26 10 p. (SpringerBriefs in Computer Science).

Research output: Chapter

Summary

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2020, SpringerBriefs in Computer Science. Springer, p. 83-85 3 p. (SpringerBriefs in Computer Science).

Research output: Chapter

The NOCAD MATLAB/Octave toolbox developed for the analysis of dynamical systems

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2020, SpringerBriefs in Computer Science. Springer, p. 71-81 11 p. (SpringerBriefs in Computer Science).

Research output: Chapter

2019

Operating regime model based multi-objective sensor placement for data reconciliation

Dorgo, G., Haragovics, M. & Abonyi, J., 2019, Computer Aided Chemical Engineering. Elsevier B.V., p. 1027-1032 6 p. (Computer Aided Chemical Engineering; vol. 46).

Research output: Chapter

2018

Learning operation strategies from alarm management systems by temporal pattern mining and deep learning

Dorgo, G., Pigler, P., Haragovics, M. & Abonyi, J., jan. 1 2018, Computer Aided Chemical Engineering. Elsevier B.V., p. 1003-1008 6 p. (Computer Aided Chemical Engineering; vol. 43).

Research output: Chapter

2 Citations (Scopus)
2015

Interpretability of computational intelligence-based regression models

Kenesei, T. & Abonyi, J., jan. 1 2015, SpringerBriefs in Computer Science. 9783319219417 ed. Springer, p. 1-82 82 p. (SpringerBriefs in Computer Science; no. 9783319219417).

Research output: Chapter

Interpretability of hinging hyperplanes

Kenesei, T. & Abonyi, J., jan. 1 2015, SpringerBriefs in Computer Science. 9783319219417 ed. Springer, p. 9-32 24 p. (SpringerBriefs in Computer Science; no. 9783319219417).

Research output: Chapter

Interpretability of neural networks

Kenesei, T. & Abonyi, J., jan. 1 2015, SpringerBriefs in Computer Science. 9783319219417 ed. Springer, p. 33-48 16 p. (SpringerBriefs in Computer Science; no. 9783319219417).

Research output: Chapter

Interpretability of support vector machines

Kenesei, T. & Abonyi, J., jan. 1 2015, SpringerBriefs in Computer Science. 9783319219417 ed. Springer, p. 49-60 12 p. (SpringerBriefs in Computer Science; no. 9783319219417).

Research output: Chapter

Introduction

Kenesei, T. & Abonyi, J., jan. 1 2015, SpringerBriefs in Computer Science. 9783319219417 ed. Springer, p. 1-8 8 p. (SpringerBriefs in Computer Science; no. 9783319219417).

Research output: Chapter

PCA based data reconciliation in soft sensor development - Application for melt flow index estimation

Farsang, B., Balogh, I., Németh, S., Székvölgyi, Z. & Abonyi, J., jan. 1 2015, Chemical Engineering Transactions. Pierucci, S. & Klemes, J. J. (eds.). Italian Association of Chemical Engineering - AIDIC, Vol. 43. p. 1555-1560 6 p.

Research output: Chapter

5 Citations (Scopus)

Summary

Kenesei, T. & Abonyi, J., jan. 1 2015, SpringerBriefs in Computer Science. 9783319219417 ed. Springer, p. 61-63 3 p. (SpringerBriefs in Computer Science; no. 9783319219417).

Research output: Chapter

2014

Life-cycle Modelling for Fault Detection - Extraction of PCA Models from Flowsheeting Simulators

Farsang, B., Nemeth, S. & Abonyi, J., 2014, Computer Aided Chemical Engineering. Elsevier B.V., p. 421-426 6 p. (Computer Aided Chemical Engineering; vol. 33).

Research output: Chapter

Statistical process control based energy monitoring of chemical processes

Kulcsar, T., Koncz, P., Balaton, M., Nagy, L. & Abonyi, J., 2014, Computer Aided Chemical Engineering. Elsevier B.V., p. 397-402 6 p. (Computer Aided Chemical Engineering; vol. 33).

Research output: Chapter

2 Citations (Scopus)
2013

Graph-based clustering algorithms

Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2013, SpringerBriefs in Computer Science. 9781447151579 ed. Springer, p. 17-41 25 p. (SpringerBriefs in Computer Science; no. 9781447151579).

Research output: Chapter

4 Citations (Scopus)

Graph-based visualisation of high dimensional data

Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2013, SpringerBriefs in Computer Science. 9781447151579 ed. Springer, p. 43-91 49 p. (SpringerBriefs in Computer Science; no. 9781447151579).

Research output: Chapter

Improvement of PSO Algorithm by Memory-Based Gradient Search-Application in Inventory Management

Varga, T. A., Király, A. A. & Abonyi, J. A., aug. 29 2013, Swarm Intelligence and Bio-Inspired Computation. Elsevier Inc., p. 403-422 20 p.

Research output: Chapter

4 Citations (Scopus)

Vector quantisation and topology based graph representation

Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2013, SpringerBriefs in Computer Science. 9781447151579 ed. Springer, p. 1-16 16 p. (SpringerBriefs in Computer Science; no. 9781447151579).

Research output: Chapter

2011

Optimization of multiple traveling salesmen problem by a novel representation based genetic algorithm

Király, A. & Abonyi, J., szept. 7 2011, Intelligent Computational Optimization in Engineering: Techniques and Applications. Koppen, M., Schaefer, G. & Abraham, A. (eds.). p. 241-269 29 p. (Studies in Computational Intelligence; vol. 366).

Research output: Chapter

27 Citations (Scopus)
2010

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

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)

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

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

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)
2007

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)

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)

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)
2005

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)

Neural networks for process modeling

Jensen, B. A. & Abonyi, J., jan. 1 2005, Instrument Engineers Handbook, Fourth Edition: Process Control and Optimization. CRC Press, Vol. 2. p. 253-264 12 p.

Research output: Chapter

1 Citation (Scopus)

Software for fuzzy logic control

Liu, D. H. F. & Abonyi, J., jan. 1 2005, Instrument Engineers Handbook, Fourth Edition: Process Control and Optimization. CRC Press, Vol. 2. p. 360-374 15 p.

Research output: Chapter

3 Citations (Scopus)