• 2467 Citations
  • 24 h-Index
19972020

Research output per year

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Research Output

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Conference contribution
2018

Industrial internet of things based cycle time control of assembly lines

Ruppert, T. & Abonyi, J., márc. 26 2018, 2018 IEEE International Conference on Future IoT Technologies, Future IoT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

Research output: Conference contribution

6 Citations (Scopus)

RFID-based task time analysis for shop floor optimization

Leitold, D., Vathy-Fogarassy, A., Varga, K. & Abonyi, J., márc. 26 2018, 2018 IEEE International Conference on Future IoT Technologies, Future IoT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Conference contribution

1 Citation (Scopus)
2017

Multi-temporal sequential pattern mining based improvement of alarm management systems

Karoly, R. & Abonyi, J., febr. 6 2017, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3870-3875 6 p. 7844838

Research output: Conference contribution

7 Citations (Scopus)
2014

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)

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

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)

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

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

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)
2010

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)

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

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

2007

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

Kenesei, T., Roubos, J. A. & Abonyi, J., dec. 1 2007, Intelligent Data Engineering and Automated Learning - IDEAL 2007 - 8th International Conference, Proceedings. 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

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)

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

Improvement of Jarvis-Patrick clustering based on fuzzy similarity

Vathy-Fogarassy, A., Kiss, A. & Abonyi, J., dec. 24 2007, Applications of Fuzzy Sets Theory - 7th International Workshop on Fuzzy Logic and Applications, WILF 2007, Proceedings. 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)

Visualization of topology representing networks

Vathy-Fogarassy, A., Werner-Stark, A., Gal, B. & Abonyi, J., dec. 1 2007, Intelligent Data Engineering and Automated Learning - IDEAL 2007 - 8th International Conference, Proceedings. 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)

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)
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., dec. 1 2005, Cement Combinations for Durable Concrete - Proceedings of the International Conference. Dhir, R. K., Harrison, T. A. & Newlands, M. D. (eds.). p. 13-22 10 p. (Proceedings of the International Conference on Cement Combinations for Durable Concrete).

Research output: Conference contribution

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)
2004

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)