• 2379 Citations
  • 24 h-Index
19972019
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Research Output 1997 2019

2019
1 Citation (Scopus)

A Review of Semantic Sensor Technologies in Internet of Things Architectures

Honti, G. M. & Abonyi, J., jan. 1 2019, In : Complexity. 2019, 6473160.

Research output: Review article

Open Access
Semantics
Interoperability
Ontology
Sensors
Metadata

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: Article

Open Access
strategic environmental assessment
sustainable development
World Bank
sustainability
time series
4 Citations (Scopus)
Open Access
Heat Exchanger
Observability
Structural Analysis
Controllability
Structural analysis

Frequent pattern mining in multidimensional organizational networks

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

Research output: Article

Open Access
Motivation
Communication
Surveys and Questionnaires
1 Citation (Scopus)

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: Article

Genetic programming
Temperature
Hot Temperature
Open Access
Molecular structure
Refrigerants
Sorting
Mathematical operators
Genetic algorithms
Learning algorithms
Learning systems
Deep learning
Long short-term memory

Network analysis dataset of system dynamics models

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

Research output: Article

Open Access
Electric network analysis
Dynamic models
Sustainable development
Structural analysis
Structural properties

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, 1 p.

Research output: Article

Open Access
Biological Science Disciplines
Observability
Systems Analysis
Controllability
MATLAB
3 Citations (Scopus)
strategic environmental assessment
Sustainable development
sustainable development
Strategic planning
World Bank

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
2 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., júl. 15 2019, In : Energy. 179, p. 989-1003 15 p.

Research output: Article

Risk analysis
Redundancy
Polynomials
Retrofitting
Reforming reactions
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: Article

structural analysis
Structural analysis
Sustainable development
Dynamic models
sustainability
2018
3 Citations (Scopus)
Sustainable development
Dynamic models
Monitoring
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: Article

Observability
Controllability
Heat exchangers
Actuators
Sensors
3 Citations (Scopus)
Integrated
Production line
Working time
Simulated annealing
Dynamic programming
7 Citations (Scopus)

Enabling technologies for operator 4.0: A survey

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

Research output: Article

operators
Smart sensors
Mathematical operators
Actuators
sensors
3 Citations (Scopus)
causality
Sustainable development
sustainable development
sustainability
United Nations
1 Citation (Scopus)

Graph configuration model based evaluation of the education-occupation match

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

Research output: Article

higher education
Occupations
education
Education
health insurance
1 Citation (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: Article

Alarm systems
Failure analysis
5 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
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
2 Citations (Scopus)

Multilayer network-based production flow analysis

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

Research output: Article

Open Access
Multilayers
Machine components
Wire
4 Citations (Scopus)
Fuzzy clustering
Observability
simulated annealing
Simulated annealing
Cluster Analysis
5 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: Article

Redundancy
Cost functions
Polynomials
Integer programming
Reforming reactions
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
3 Citations (Scopus)
fault detection
Fault detection
Software
computer programs
Monitoring
1 Citation (Scopus)

Test-sequence optimisation by survival analysis

Baumgartner, J., Süle, Z., Bertók, B. & Abonyi, J., jan. 1 2018, (Accepted/In press) In : Central European Journal of Operations Research.

Research output: Article

Testing
Survival analysis
Costs
Integer
Nonlinear programming
Modularity
Attractiveness
Ownership
Node
Geographic regions
1 Citation (Scopus)

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: Article

Association rules
Decision support systems
Mathematical operators
Visualization
5 Citations (Scopus)
Fault Isolation
Recurrent neural networks
Recurrent Neural Networks
Vector spaces
Principal component analysis
2017
16 Citations (Scopus)

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: Article

Observability
Complex networks
Controllability
Topology
Dynamical systems
6 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
2016
7 Citations (Scopus)
Geodesic Distance
High-dimensional Data
Clustering
Graph in graph theory
Transitive Closure
6 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: Article

Biofuels
Biodiesel
Multiobjective optimization
Energy utilization
energy
1 Citation (Scopus)
Artificial intelligence
intelligence
monitoring
Monitoring
gas industry
2 Citations (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: Article

Machine components
Cellular manufacturing
MATLAB
Scalability
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
6 Citations (Scopus)

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

plant product
Traveling salesman problem
Scheduling
Genetic algorithms
genetic algorithm
4 Citations (Scopus)
Time series
Expert systems
Catalyst deactivation
Kinetic parameters
Simulators
Monitoring
Reaction kinetics
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

Preface

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

Research output: Editorial

12 Citations (Scopus)
Application programming interfaces (API)
Mechanics
Traveling salesman problem
Warehouses
Combinatorial optimization

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
2014
4 Citations (Scopus)
Gene expression
MATLAB
Research Personnel
Gene Expression
gene expression