• 2282 Citations
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19972019
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Research Output 1997 2019

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2019

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

Dorgo, G., Haragovics, M. & Abonyi, J., jan. 1 2019, Computer Aided Chemical Engineering. Elsevier B.V., p. 1027-1032 6 p. (Computer Aided Chemical Engineering; vol. 46).

Research output: Chapter

Sensors
Observability
Multiobjective optimization
Fault detection
Sorting
2018
2 Citations (Scopus)

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

Recurrent neural networks
Learning algorithms
Simulators
Engineers
Long short-term memory
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

Artificial intelligence

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

Integer programming

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

Neural networks
Fuzzy rules
Visualization

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

Support vector machines

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

Artificial intelligence
Neural networks
5 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., 2015, Chemical Engineering Transactions. Italian Association of Chemical Engineering - AIDIC, Vol. 43. p. 1555-1560 6 p. (Chemical Engineering Transactions; vol. 43).

Research output: Chapter

Process monitoring
Sensors
Statistical methods
Polypropylenes
Fault detection

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

Identification (control systems)
Model structures
Data structures
Visualization
Neural networks
2013
4 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

Clustering algorithms
Fuzzy clustering

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

Vector spaces
Visualization
4 Citations (Scopus)

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

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

Research output: Chapter

Particle swarm optimization (PSO)
Supply chains
Data storage equipment
Function evaluation
Uncertain systems

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

Vector quantization
Topology
Visualization
Graph theory
Gases
2010
16 Citations (Scopus)

A novel approach to solve multiple traveling salesmen problem by genetic algorithm

Király, A. & Abonyi, J., 2010, Studies in Computational Intelligence. Vol. 313. p. 141-151 11 p. (Studies in Computational Intelligence; vol. 313).

Research output: Chapter

Traveling salesman problem
Genetic algorithms
Combinatorial optimization
Computational complexity
Costs

A novel bitmap-based algorithm for frequent itemsets mining

Abonyi, J., 2010, Studies in Computational Intelligence. Vol. 313. p. 171-180 10 p. (Studies in Computational Intelligence; vol. 313).

Research output: Chapter

MATLAB
Data mining
2 Citations (Scopus)

Dynamic Time Warping of segmented time series

Bankó, Z. & Abonyi, J., 2010, Advances in Intelligent and Soft Computing. Vol. 75. p. 117-125 9 p. (Advances in Intelligent and Soft Computing; vol. 75).

Research output: Chapter

Time series
Principal component analysis
Data mining
2 Citations (Scopus)

Supervised fuzzy clustering based initialization of fuzzy partitions for decision tree induction

Abonyi, J., 2010, Advances in Intelligent and Soft Computing. Vol. 75. p. 31-39 9 p. (Advances in Intelligent and Soft Computing; vol. 75).

Research output: Chapter

Fuzzy clustering
Decision trees
Clustering algorithms
Learning algorithms
Data mining
2009
1 Citation (Scopus)

Visualization and complexity reduction of neural networks

Kenesei, T., Feil, B. & Abonyi, J., 2009, Advances in Soft Computing. Vol. 52. p. 43-52 10 p. (Advances in Soft Computing; vol. 52).

Research output: Chapter

Visualization
Neural networks
Neurons
Fuzzy rules
Fuzzy systems
2008
1 Citation (Scopus)

Decision tree based qualitative analysis of operating regimes in industrial production processes

Varga, T., Szeifert, F., Réti, J. & Abonyi, J., 2008, Computer Aided Chemical Engineering. Vol. 25. p. 1039-1044 6 p. (Computer Aided Chemical Engineering; vol. 25).

Research output: Chapter

Decision trees
Time series analysis
Process monitoring
Bioinformatics
Time series
2007
4 Citations (Scopus)

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

Agglomeration
Visualization
3 Citations (Scopus)

Analysis of the runaway in an industrial heterocatalytic reactor

Varga, T. . ., Szeifert, F., Reti, J. . . & Abonyi, J., 2007, Computer Aided Chemical Engineering. Vol. 24. p. 751-756 6 p. (Computer Aided Chemical Engineering; vol. 24).

Research output: Chapter

Decision trees
Simulators
12 Citations (Scopus)

Geodesic distance based fuzzy clustering

Feil, B. & Abonyi, J., 2007, Advances in Soft Computing. Vol. 39. p. 50-59 10 p. (Advances in Soft Computing; vol. 39).

Research output: Chapter

Fuzzy clustering
Data mining
3 Citations (Scopus)

Process modeling and simulation for optimization of operating processes

Balasko, B., Nemeth, S., Janecska, A., Nagy, T., Nagy, G. & Abonyi, J., 2007, Computer Aided Chemical Engineering. Vol. 24. p. 895-900 6 p. (Computer Aided Chemical Engineering; vol. 24).

Research output: Chapter

Process control
Simulators
Control systems
Industry
Distributed parameter control systems
2005
1 Citation (Scopus)

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

Evolutionary algorithms
engineering
optimization
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

Neural networks
intelligence
Process monitoring
Artificial intelligence
costs
3 Citations (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

Washing machines
Domestic appliances
Papermaking
Video cameras
Fuzzy control