• 2282 Citations
  • 24 h-Index
19972019
If you made any changes in Pure these will be visible here soon.

Research Output 1997 2019

Filter
Conference contribution
2018
3 Citations (Scopus)

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

Industry
Productivity
Sensors
Internet of things
Indoor positioning systems
1 Citation (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

Radio frequency identification (RFID)
Scheduling
Bins
Stochastic models
Probability density function
2017
5 Citations (Scopus)

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

Sequential Patterns
Mining
Process control
Chemical reactions
Accidents
2014
1 Citation (Scopus)

Data-driven development and maintenance of soft-sensors

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

Research output: Conference contribution

Process control
Sensors
Fault detection
Quality control
Control systems

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 extraction
Monitoring

Fuzzy c-medoid graph clustering

Király, A., Vathy-Fogarassy, Á. & Abonyi, J., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Springer Verlag, Vol. 8468 LNAI. 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

Graph Clustering
Cluster Validity Index
Dijkstra Algorithm
Geodesic Distance
Centrality
1 Citation (Scopus)

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

Quality control
Control systems
Sensors
Data warehouses
Reverse engineering

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

Principal component analysis
Monitoring

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., 2014, Soft Computing in Industrial Applications - 17th Online World Conference on Soft Computing in Industrial Applications, Proceedings. Springer Verlag, Vol. 223. p. 223-231 9 p. (Advances in Intelligent Systems and Computing; vol. 223).

Research output: Conference contribution

Genetic programming
Process monitoring
Infrared spectroscopy
Visualization
Model structures
2012
9 Citations (Scopus)

Biclustering of high-throughput gene expression data with BiclusterMiner

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

Research output: Conference contribution

Gene expression
Throughput
Genes
Microarrays
Pipelines
2010
1 Citation (Scopus)

Controller tuning of District heating networks using experiment design techniques

Dobos, L. & Abonyi, J., 2010, Chemical Engineering Transactions. Italian Association of Chemical Engineering - AIDIC, Vol. 21. p. 1429-1434 6 p. (Chemical Engineering Transactions; vol. 21).

Research output: Conference contribution

District heating
Tuning
Controllers
Space heating
Experiments

Optimal experiment design techniques integrated with time-series segmentation

Dobos, L., Bankó, Z. & Abonyi, J., 2010, SAMI 2010 - 8th International Symposium on Applied Machine Intelligence and Informatics, Proceedings. p. 207-210 4 p. 5423737

Research output: Conference contribution

Time series
Experiments
Identification (control systems)
Computer aided engineering
Process engineering

Process development based on model mining and experiment design techniques

Abonyi, J., 2010, SAMI 2010 - 8th International Symposium on Applied Machine Intelligence and Informatics, Proceedings. p. 171-176 6 p. 5423743

Research output: Conference contribution

Experiments
Visualization
Fuzzy systems
Evolutionary algorithms
Design of experiments
2009
1 Citation (Scopus)

Generating (Fuzzy) frequent itemsets by a bitmap-based algorithm-The word's most compact frequent itemset miner

Abonyi, J., 2009, 10th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2009. p. 469-479 11 p.

Research output: Conference contribution

Miners
MATLAB
Data mining

Novel model of proof test coverage factor

Baradits, G., Madár, J. & Abonyi, J., 2009, 10th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2009. p. 289-301 13 p.

Research output: Conference contribution

Testing
Industry
4 Citations (Scopus)

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

Király, A. & Abonyi, J., 2009, 10th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2009. p. 315-326 12 p.

Research output: Conference contribution

Traveling salesman problem
Genetic algorithms
Vehicle routing
Combinatorial optimization
Heuristic algorithms
1 Citation (Scopus)

Segmentation-based optimal experiment design

Dobos, L., Bankó, Z. & Abonyi, J., 2009, 10th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2009. p. 279-288 10 p.

Research output: Conference contribution

Experiments
Identification (control systems)
Computer aided engineering
Process engineering
Time series
2008

Application of process simulator for determining the region of controllability in fed-batch reactor

Varga, T., Szeifert, F. & Abonyi, J., 2008, Proceedings of the IASTED International Conference on Modelling, Identification, and Control, MIC.

Research output: Conference contribution

Batch reactors
Controllability
Reactor
Batch
Simulator
2007

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

Kenesei, T., Roubos, J. & Abonyi, J., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4881 LNCS. 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

Fuzzy rules
Fuzzy Rules
Support vector machines
Support Vector Machine
Classifiers
2 Citations (Scopus)

Analyzing trends by symbolic episode representation and sequence alignment

Balasko, B., Banko, Z. & Abonyi, J., 2007, 2007 Mediterranean Conference on Control and Automation, MED. 4433862

Research output: Conference contribution

Bioinformatics
Principal component analysis
Failure analysis
Time series
Data reduction
2 Citations (Scopus)

A new software-based HAZOP study development methodology

Baradits, G. & Abonyi, J., 2007, 8th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2007. p. 667-680 14 p.

Research output: Conference contribution

Hazards
Industry
1 Citation (Scopus)

Correlation based Dynamic Time Warping

Bankó, Z. & Abonyi, J., 2007, 8th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2007. p. 295-306 12 p.

Research output: Conference contribution

Time series

Evolutionary strategy-based feeding profile optimization of fed-batch reactors

Varga, T., Szeifert, F. & Abonyi, J., 2007, 8th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics, CINTI 2007. p. 237-247 11 p.

Research output: Conference contribution

Batch reactors
Trajectories
Chemical reactors
Quadratic programming
Process engineering

Fuzzy clustering for the identification of hinging hyperplanes based regression trees

Kenesei, T., Feil, B. & Abonyi, J., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4578 LNAI. 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

Regression Tree
Fuzzy clustering
Fuzzy Clustering
Hyperplane
Cluster Analysis
2 Citations (Scopus)

Improvement of Jarvis-Patrick clustering based on fuzzy similarity

Vathy-Fogarassy, A., Kiss, A. & Abonyi, J., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4578 LNAI. 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

Similarity Measure
Cluster Analysis
Clustering
Fuzzy Measure
Clustering algorithms
7 Citations (Scopus)

Visualization of topology representing networks

Vathy-Fogarassy, A., Werner-Stark, A., Gal, B. & Abonyi, J., 2007, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 4881 LNCS. 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

Visualization
Topology
Data Structures
Data structures
Benchmarking
2006
2 Citations (Scopus)

Additive sequential evolutionary design of experiments

Balasko, B., Madar, J. & Abonyi, J., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 4029 LNAI. 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

Design of Experiments
Design of experiments
Experiment
Experiments
Information Content

Fuzzy association rule mining for model structure identification

Pach, F. P., Gyenesei, A., Arva, P. & Abonyi, J., 2006, Advances in Soft Computing. Vol. 36. p. 261-270 10 p. (Advances in Soft Computing; vol. 36).

Research output: Conference contribution

Association rules
Model structures
Identification (control systems)
Data mining
Data structures
13 Citations (Scopus)

Hybrid minimal spanning tree and mixture of Gaussians based clustering algorithm

Vathy-Fogarassy, A., Kiss, A. & Abonyi, J., 2006, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3861 LNCS. 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

Minimal Spanning Tree
Clustering algorithms
Clustering Algorithm
Cluster Analysis
Clustering
2005
Decision trees
Trace elements
Industrial plants
Expert systems
Cements

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

Research output: Conference contribution

Decision trees
Trace elements
Industrial plants
Expert systems
Cements
22 Citations (Scopus)

Interactive particle swarm optimization

Mádar, J., Abonyi, J. & Szeifert, F., 2005, Proceedings - 5th International Conference on Intelligent Systems Design and Applications 2005, ISDA '05. Vol. 2005. p. 314-319 6 p. 1578804

Research output: Conference contribution

Particle swarm optimization (PSO)
Evolutionary algorithms
Fermenters
Beer
MATLAB
2004
5 Citations (Scopus)

Fuzzy clustering for selecting structure of nonlinear models with mixed discrete and continuous inputs

Girimonte, D., Babuška, R. & Abonyi, J., 2004, IEEE International Conference on Fuzzy Systems. Vol. 1. p. 383-387 5 p.

Research output: Conference contribution

Fuzzy clustering
9 Citations (Scopus)

FUZZSAM - Visualization of fuzzy clustering results by modified Sammon mapping

Abonyi, J. & Babuska, R., 2004, IEEE International Conference on Fuzzy Systems. Vol. 1. p. 365-370 6 p.

Research output: Conference contribution

Fuzzy clustering
Visualization
Clustering algorithms
Principal component analysis
Data mining
12 Citations (Scopus)

Semi-mechanistic models for state-estimation - Soft sensor for polymer melt index prediction

Feil, B., Abonyi, J., Pach, P., Nemeth, S., Arva, P., Nemeth, M. & Nagy, G., 2004, Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). Rutkowski, L., Siekmann, J., Tadeusiewicz, R. & Zadeh, L. A. (eds.). Vol. 3070. p. 1111-1117 7 p.

Research output: Conference contribution

Soft Sensor
Polymer Melts
Polymer melts
State Estimation
State estimation
1 Citation (Scopus)

State-space reconstruction and prediction of chaotic time series based on fuzzy clustering

Abonyi, J., Feil, B., Nemeth, S., Arva, P. & Babuska, R., 2004, Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. Vol. 3. p. 2374-2380 7 p.

Research output: Conference contribution

Fuzzy clustering
Time series
Covariance matrix
Identification (control systems)
Dynamical systems
2003

Structure selection for nonlinear input-output models based on fuzzy cluster analysis

Abonyi, J., Babuška, R. & Feil, B., 2003, IEEE International Conference on Fuzzy Systems. Nasraoui, O., Frigui, H. & Keller, J. M. (eds.). Vol. 1. p. 464-469 6 p.

Research output: Conference contribution

Cluster analysis
Model structures
Fuzzy clustering
Covariance matrix
Dynamic models
2001
24 Citations (Scopus)

Compact TS-fuzzy models through clustering and OLS plus FIS model reduction

Abonyi, J., Roubos, J., Oosterom, M. & Szeifert, F., 2001, IEEE International Conference on Fuzzy Systems. Vol. 3. p. 1420-1423 4 p.

Research output: Conference contribution

Fuzzy clustering
Identification (control systems)
Uncertain systems
Large scale systems
Nonlinear systems
2000
51 Citations (Scopus)

Local and global identification and interpretation of parameters in Takagi-Sugeno fuzzy models

Abonyi, J. & Babuska, R., 2000, IEEE International Conference on Fuzzy Systems. IEEE, Vol. 2. p. 835-840 6 p.

Research output: Conference contribution

Identification (control systems)
Linearization
1999
10 Citations (Scopus)

Constrained parameter estimation in fuzzy modeling

Abonyi, J., Babuska, R., Setnes, M., Verbruggen, H. B. & Szeifert, F., 1999, IEEE International Conference on Fuzzy Systems. IEEE, Vol. 2.

Research output: Conference contribution

Step response
Quadratic programming
Parameter estimation
Identification (control systems)
Liquids
1997
11 Citations (Scopus)

Takagi-Sugeno fuzzy control of batch polymerization reactors

Abonyi, J., Nagy, L. & Szeifert, F., 1997, IEEE International Conference on Intelligent Engineering Systems, Proceedings, INES. IEEE, p. 251-255 5 p.

Research output: Conference contribution

Fuzzy control
Polymerization
Controllers
Polystyrenes
Batch reactors