• 2524 Citations
  • 24 h-Index
19972020

Research output per year

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Research Output

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

Minimization of off-grade production in multi-site multi-product plants by solving multiple traveling salesman problem

Király, A., Christidou, M., Chován, T., Karlopoulos, E. & Abonyi, J., jan. 7 2015, (Accepted/In press) In : Journal of Cleaner Production.

Research output: Article

6 Citations (Scopus)
4 Citations (Scopus)

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)

Preface

Kenesei, T. & Abonyi, J., jan. 1 2015, In : SpringerBriefs in Computer Science. 9783319219417, p. v-vi

Research output: Editorial

15 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
5 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)

Energy monitoring of process systems: Time-series segmentation-based targeting models

Abonyi, J., Kulcsar, T., Balaton, M. & Nagy, L., okt. 1 2014, In : Clean Technologies and Environmental Policy. 16, 7, p. 1245-1253 9 p.

Research output: Article

2 Citations (Scopus)

Feature selection algorithms for model development and reason analysis in energy monitoring and targeting

Kulcsar, T., Abonyi, J., Balaton, M. & Nagy, L., 2014, 21st International Congress of Chemical and Process Engineering, CHISA 2014 and 17th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, PRES 2014. Czech Society of Chemical Engineering, Vol. 4. p. 2122 1 p.

Research output: Conference contribution

Feature selection based root cause analysis for energy monitoring and targeting

Kulcsar, T., Balaton, M., Nagy, L. & Abonyi, J., jan. 1 2014, In : Chemical Engineering Transactions. 39, Special Issue, p. 709-714 6 p.

Research output: Conference article

3 Citations (Scopus)

Fuzzy c-medoid graph clustering

Király, A., Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2014, Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Proceedings. PART 2 ed. Springer Verlag, p. 738-748 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8468 LNAI, no. PART 2).

Research output: Conference contribution

Integrated process and control system model for product quality control - A soft-sensor based application

Balasko, B., Nemeth, S. & Abonyi, J., márc. 26 2014, 2009 European Control Conference, ECC 2009. Institute of Electrical and Electronics Engineers Inc., p. 3498-3502 5 p. 7074941

Research output: Conference contribution

1 Citation (Scopus)

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

Minimization of off-grade production in multisite multiproduct plants by solving multiple traveling salesman problem

Király, A., Farsang, B., Chován, T., Christidou, M., Karlopoulos, E. & Abonyi, J., jan. 1 2014, In : Chemical Engineering Transactions. 39, Special Issue, p. 1825-1830 6 p.

Research output: Conference article

Novel techniques and an efficient algorithm for closed pattern mining

Király, A., Laiho, A., Abonyi, J. & Gyenesei, A., szept. 1 2014, In : Expert Systems with Applications. 41, 11, p. 5105-5114 10 p.

Research output: Article

14 Citations (Scopus)

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)

Synergy between data reconciliation and principal component analysis in energy monitoring

Farsang, B., Nemeth, S. & Abonyi, J., 2014, 21st International Congress of Chemical and Process Engineering, CHISA 2014 and 17th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, PRES 2014. Czech Society of Chemical Engineering, Vol. 4. p. 2120 1 p.

Research output: Conference contribution

Synergy between data reconciliation and principal component analysis in energy monitoring

Farsang, B., Nemeth, S. & Abonyi, J., jan. 1 2014, In : Chemical Engineering Transactions. 39, Special Issue, p. 721-726 6 p.

Research output: Conference article

2 Citations (Scopus)

Visualisation of high dimensional data by use of genetic programming: Application to on-line infrared spectroscopy based process monitoring

Kulcsar, T., Bereznai, G., Sarossy, G., Auer, R. & Abonyi, J., jan. 1 2014, Soft Computing in Industrial Applications - 17th Online World Conference on Soft Computing in Industrial Applications, Proceedings. Snášel, V., Krömer, V., Schaefer, G. & Köppen, M. (eds.). Springer Verlag, p. 223-231 9 p. (Advances in Intelligent Systems and Computing; vol. 223).

Research output: Conference contribution

2013

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

Fisher information matrix based time-series segmentation of process data

Dobos, L. & Abonyi, J., szept. 20 2013, In : Chemical Engineering Science. 101, p. 99-108 10 p.

Research output: Article

3 Citations (Scopus)

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

10 Citations (Scopus)
2 Citations (Scopus)

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)

Partial least squares model based process monitoring using near infrared spectroscopy

Kulcsár, T., Sárossy, G., Bereznai, G., Auer, R. & Abonyi, J., 2013, In : Periodica Polytechnica Chemical Engineering. 57, 1-2, p. 15-20 6 p.

Research output: Article

Open Access

Preface

Vathy-Fogarassy, Á. & Abonyi, J., jan. 1 2013, In : SpringerBriefs in Computer Science. 9781447151579, p. v-viii

Research output: Editorial

Simultaneous validation of online analyzers and process simulators by process data reconciliation

Farsang, B., Gomori, Z., Horvath, G., Nagy, G., Nemeth, S. & Abonyi, J., 2013, In : Chemical Engineering Transactions. 32, p. 1303-1308 6 p.

Research output: Article

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

2012

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)

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)
1 Citation (Scopus)

New trends on bio-inspired computation

Cui, Z., Abonyi, J., Cui, Z., Shi, Z. & Abonyi, J., aug. 2012, In : Transactions of the Institute of Measurement and Control. 34, 6, p. 665-667 3 p.

Research output: Editorial

7 Citations (Scopus)
27 Citations (Scopus)
2011

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)
1 Citation (Scopus)

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

3 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)