• 2432 Citations
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19972020

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Article
2020

A multilayer and spatial description of the Erasmus mobility network

Gadár, L., Kosztyán, Z. T., Telcs, A. & Abonyi, J., Feb 6 2020, In : Scientific Data. 7, 1, 1 p.

Research output: Contribution to journalArticle

Open Access

Mixtures of QSAR models: Learning application domains of pK a predicto rs

Dörgő, G., Péter Hamadi, O., Varga, T. & Abonyi, J., Jan 1 2020, (Accepted/In press) In : Journal of Chemometrics. e3223.

Research output: Contribution to journalArticle

2019

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: Contribution to journalArticle

Open Access

Empirical working time distribution-based line balancing with integrated simulated annealing and dynamic programming

Leitold, D., Vathy-Fogarassy, A. & Abonyi, J., Jun 13 2019, In : Central European Journal of Operations Research. 27, 2, p. 455-473 19 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Evaluation of the complexity, controllability and observability of heat exchanger networks based on structural analysis of network representations

Leitold, D., Vathy-Fogarassy, A. & Abonyi, J., Feb 6 2019, In : Energies. 12, 3, 513.

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

Frequent pattern mining in multidimensional organizational networks

Gadár, L. & Abonyi, J., Dec 1 2019, In : Scientific reports. 9, 1, 3322.

Research output: Contribution to journalArticle

Open Access

Genetic programming-based development of thermal runaway criteria

Kummer, A., Varga, T. & Abonyi, J., Dec 5 2019, In : Computers and Chemical Engineering. 131, 106582.

Research output: Contribution to journalArticle

1 Citation (Scopus)
Open Access
1 Citation (Scopus)

Learning and predicting operation strategies by sequence mining and deep learning

Dorgo, G. & Abonyi, J., Sep 2 2019, In : Computers and Chemical Engineering. 128, p. 174-187 14 p.

Research output: Contribution to journalArticle

Network analysis dataset of system dynamics models

Honti, G., Dörgő, G. & Abonyi, J., Dec 2019, In : Data in Brief. 27, 104723.

Research output: Contribution to journalArticle

Open Access

Network-based observability and controllability analysis of dynamical systems: The NOCAD toolbox

Leitold, D., Vathy-Fogarassy, Á. & Abonyi, J., Jan 1 2019, In : F1000Research. 8, 646.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)
4 Citations (Scopus)

P-graph-based multi-objective risk analysis and redundancy allocation in safety-critical energy systems

Süle, Z., Baumgartner, J., Dörgő, G. & Abonyi, J., Jul 15 2019, In : Energy. 179, p. 989-1003 15 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Review and structural analysis of system dynamics models in sustainability science

Honti, G., Dörgő, G. & Abonyi, J., Dec 10 2019, In : Journal of Cleaner Production. 240, 118015.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Test-sequence optimisation by survival analysis

Baumgartner, J., Süle, Z., Bertók, B. & Abonyi, J., Jun 13 2019, In : Central European Journal of Operations Research. 27, 2, p. 357-375 19 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2018
4 Citations (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: Contribution to journalArticle

6 Citations (Scopus)

Enabling technologies for operator 4.0: A survey

Ruppert, T., Jaskó, S., Holczinger, T. & Abonyi, J., Sep 13 2018, In : Applied Sciences (Switzerland). 8, 9, 1650.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Evaluating the interconnectedness of the sustainable development goals based on the causality analysis of sustainability indicators

Dörgo, G., Sebestyén, V. & Abonyi, J., Oct 18 2018, In : Sustainability (Switzerland). 10, 10, 3766.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Graph configuration model based evaluation of the education-occupation match

Gadar, L. & Abonyi, J., Mar 1 2018, In : PLoS One. 13, 3, e0192427.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Hierarchical frequent sequence mining algorithm for the analysis of alarm cascades in chemical processes

Dorgo, G., Varga, K. & Abonyi, J., Aug 31 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Multilayer network-based production flow analysis

Ruppert, T., Honti, G. & Abonyi, J., Jan 1 2018, In : Complexity. 2018, 6203754.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Network distance-based simulated annealing and fuzzy clustering for sensor placement ensuring observability and minimal relative degree

Leitold, D., Vathy-Fogarassy, A. & Abonyi, J., Sep 14 2018, In : Sensors (Switzerland). 18, 9, 3096.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Reliability - Redundancy allocation in process graphs

Süle, Z., Baumgartner, J. & Abonyi, J., Jan 1 2018, In : Chemical Engineering Transactions. 70, p. 991-996 6 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Software sensor for activity-time monitoring and fault detection in production lines

Ruppert, T. & Abonyi, J., Jul 19 2018, In : Sensors (Switzerland). 18, 7, 2346.

Research output: Contribution to journalArticle

3 Citations (Scopus)

The Settlement Structure Is Reflected in Personal Investments: Distance-Dependent Network Modularity-Based Measurement of Regional Attractiveness

Gadar, L., Kosztyan, Z. T. & Abonyi, J., Jan 1 2018, In : Complexity. 2018, 1306704.

Research output: Contribution to journalArticle

Towards operator 4.0, increasing production efficiency and reducing operator workload by process mining of alarm data

Dörgo, G., Varga, K., Haragovics, M., Szabó, T. & Abonyi, J., Jan 1 2018, In : Chemical Engineering Transactions. 70, p. 829-834 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
5 Citations (Scopus)
2017

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: Contribution to journalArticle

20 Citations (Scopus)
2016

Geodesic distance based fuzzy c-medoid clustering - Searching for central points in graphs and high dimensional data

Király, A., Vathy-Fogarassy, Á. & Abonyi, J., 2016, In : Fuzzy Sets and Systems. 286, p. 157-172 16 p.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Multiobjective optimization for efficient energy utilization in batch biodiesel production

Tóth, L. R., Torgyik, T., Nagy, L. & Abonyi, J., Jan 1 2016, In : Clean Technologies and Environmental Policy. 18, 1, p. 95-104 10 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

Multivariate statistical and computational intelligence techniques for quality monitoring of production systems

Kulcsár, T., Farsang, B., Németh, S. & Abonyi, J., Jan 1 2016, In : Intelligent Systems Reference Library. 97, p. 237-263 27 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Scalable co-clustering using a crossing minimization - Application to production flow analysis

Pigler, C., Fogarassy-Vathy, Á. & Abonyi, J., 2016, In : Acta Polytechnica Hungarica. 13, 2, p. 209-228 20 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2015

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: Contribution to journalArticle

6 Citations (Scopus)

Mixed dissimilarity measure for piecewise linear approximation based time series applications

Bankó, Z. & Abonyi, J., Jun 26 2015, In : Expert Systems with Applications. 42, 21, p. 7664-7675 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Online monitoring of catalyst deactivation based on data reconciliation and flowsheeting simulator

Farsang, B., Németh, S. & Abonyi, J., 2015, In : Periodica Polytechnica: Chemical Engineering. 59, 2, p. 145-150 6 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)
2014

Bit-table based biclustering and frequent closed itemset mining in high-dimensional binary data

Király, A., Gyenesei, A. & Abonyi, J., Mar 6 2014, In : The Scientific World Journal. 2014, 870406.

Research output: Contribution to journalArticle

4 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

2 Citations (Scopus)

Novel techniques and an efficient algorithm for closed pattern mining

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

Research output: Contribution to journalArticle

14 Citations (Scopus)
2013

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

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

Research output: Contribution to journalArticle

Fisher information matrix based time-series segmentation of process data

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

Research output: Contribution to journalArticle

3 Citations (Scopus)

Hinging hyperplane based regression tree identified by fuzzy clustering and its application

Kenesei, T. & Abonyi, J., Jan 1 2013, In : Applied Soft Computing Journal. 13, 2, p. 782-792 11 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Historical process data based energy monitoring - Model based time-series segmentation to determine target values

Abonyi, J., Kulcsar, T., Balaton, M. & Nagy, L., Jan 1 2013, In : Chemical Engineering Transactions. 35, p. 931-936 6 p.

Research output: Contribution to journalArticle

2 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: Contribution to journalArticle

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: Contribution to journalArticle

4 Citations (Scopus)
2012

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: Contribution to journalArticle

75 Citations (Scopus)

Economic-oriented stochastic optimization in advanced process control of chemical processes

Dobos, L., Király, A. & Abonyi, J., Dec 3 2012, In : The Scientific World Journal. 2012, 801602.

Research output: Contribution to journalArticle

1 Citation (Scopus)
24 Citations (Scopus)