János Abonyi

According to our database, János Abonyi authored at least 117 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Disassembly line optimization with reinforcement learning.

Tamás Kegyes, Zoltán Süle, János Abonyi

Central Eur. J. Oper. Res., December, 2024

Goal-oriented clustering algorithm to monitor the efficiency of logistic processes through real-time locating systems.

Francesco Pilati, Andrea Sbaragli, Tamás Ruppert, János Abonyi

Int. J. Comput. Integr. Manuf., November, 2024

The Use of eXplainable Artificial Intelligence and Machine Learning Operation Principles to Support the Continuous Development of Machine Learning-Based Solutions in Fault Detection and Identification.

Tuan-anh Tran, Tamás Ruppert, János Abonyi

Comput., October, 2024

Machine Learning Classifier-Based Metrics Can Evaluate the Efficiency of Separation Systems.

Éva Kenyeres, Alex Kummer, János Abonyi

Entropy, July, 2024

Generally Applicable Q-Table Compression Method and Its Application for Constrained Stochastic Graph Traversal Optimization Problems.

Tamás Kegyes, Alex Kummer, Zoltán Süle, János Abonyi

Inf., April, 2024

Fault Diagnostics Based on the Analysis of Probability Distributions Estimated Using a Particle Filter.

András Darányi, János Abonyi

Sensors, February, 2024

Version [1.0]- HAT-VIS - A MATLAB-based hypergraph visualization tool.

Tímea Czvetkó, János Abonyi

SoftwareX, 2024

Time-dependent frequent sequence mining-based survival analysis.

Róbert Csalódi, Zsolt Bagyura, Ágnes Vathy-Fogarassy, János Abonyi

Knowl. Based Syst., 2024

Multilayer Network-Based Evaluation of the Efficiency and Resilience of Network Flows.

András Rácz-Szabó, Tamás Ruppert, János Abonyi

Complex., 2024

Analysis and Clustering-Based Improvement of Particle Filter Optimization Algorithms.

Éva Kenyeres, János Abonyi

IEEE Access, 2024

Neighborhood Ranking-Based Feature Selection.

Ádám Ipkovich, János Abonyi

IEEE Access, 2024

Extension of HAAS for the Management of Cognitive Load.

Abdulrahman K. Eesee, Szilárd Jaskó, György Eigner, János Abonyi, Tamás Ruppert

IEEE Access, 2024

Enriching Scene-Graph Generation with Prior Knowledge from Work Instruction.

Zoltán Jeskó, Tuan-anh Tran, Gergely Halász, János Abonyi, Tamás Ruppert

Proceedings of the Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024

Game-Based Design of a Human-Machine Collaboration Monitoring System.

Mónika Gugolya, Tibor Medvegy, János Abonyi, Tamás Ruppert

Proceedings of the Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024

2023

Heart Rate Variability Measurement to Assess Acute Work-Content-Related Stress of Workers in Industrial Manufacturing Environment - A Systematic Scoping Review.

Tuan-anh Tran, Márta Péntek, Hossein Motahari-Nezhad, János Abonyi, Levente Kovács, László Gulácsi, György Eigner, Zsombor Zrubka, Tamás Ruppert

IEEE Trans. Syst. Man Cybern. Syst., November, 2023

3D Scanner-Based Identification of Welding Defects - Clustering the Results of Point Cloud Alignment.

János Hegedüs-Kuti, József Szolosi, Dániel Varga, János Abonyi, Mátyás Andó, Tamás Ruppert

Sensors, March, 2023

Demonstration Laboratory of Industry 4.0 Retrofitting and Operator 4.0 Solutions: Education towards Industry 5.0.

Tamás Ruppert, András Darányi, Tibor Medvegy, Dániel Csereklei, János Abonyi

Sensors, 2023

Data sharing in Industry 4.0 - AutomationML, B2MML and International Data Spaces-based solutions.

Tímea Czvetkó, János Abonyi

J. Ind. Inf. Integr., 2023

Frequent pattern mining-based log file partition for process mining.

László Bántay, János Abonyi

Eng. Appl. Artif. Intell., 2023

Surface Water Monitoring Systems - The Importance of Integrating Information Sources for Sustainable Watershed Management.

Yuli Sudriani, Viktor Sebestyén, János Abonyi

IEEE Access, 2023

Indoor Positioning-based Occupational Exposures Mapping and Operator Well-being Assessment in Manufacturing Environment.

Gergely Halász, Tibor Medvegy, János Abonyi, Tamás Ruppert

Proceedings of the Advances in Production Management Systems. Production Management Systems for Responsible Manufacturing, Service, and Logistics Futures, 2023

Towards an Ontology-Based Fault Detection and Diagnosis Framework - A Semantic Approach.

László Nagy, Tamás Ruppert, János Abonyi

Proceedings of the 9th International Conference on Control, 2023

2022

Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development.

Pál Péter Hanzelik, Alex Kummer, János Abonyi

Sensors, 2022

Contrast and brightness balance in image enhancement using Cuckoo Search-optimized image fusion.

Lalit Maurya, Viney Lohchab, Prasant Kumar Mahapatra, János Abonyi

J. King Saud Univ. Comput. Inf. Sci., 2022

Challenges of the Fourth Industrial Revolution in HRM.

Beáta Sz. G. Pató, Klaudia Kovacs, János Abonyi

Int. J. Hum. Cap. Inf. Technol. Prof., 2022

A multi-block clustering algorithm for high dimensional binarized sparse data.

Zsolt Tibor Kosztyán, András Telcs, János Abonyi

Expert Syst. Appl., 2022

Simultaneous Process Mining of Process Events and Operator Actions for Alarm Management.

László Bántay, Gyula Dörgö, Ferenc Tandari, János Abonyi

Complex., 2022

Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors.

Ádám Sass, Alex Kummer, János Abonyi

Comput. Chem. Eng., 2022

Cooperation patterns in the ERASMUS student exchange network: an empirical study.

Laszlo Gadar, Zsolt Tibor Kosztyán, András Telcs, János Abonyi

Appl. Netw. Sci., 2022

Retrofitting-Based Development of Brownfield Industry 4.0 and Industry 5.0 Solutions.

Tuan-anh Tran, Tamás Ruppert, György Eigner, János Abonyi

IEEE Access, 2022

Scheduling Under Uncertainty for Industry 4.0 and 5.0.

Krisztián Bakon, Tibor Holczinger, Zoltán Süle, Szilárd Jaskó, János Abonyi

IEEE Access, 2022

Heart Rate Variability Measurement to Assess Work-Related Stress of Physical Workers in Manufacturing Industries - Protocol for a Systematic Literature Review.

Tuan-anh Tran, János Abonyi, Levente Kovács, György Eigner, Tamás Ruppert

Proceedings of the 20th Jubilee International Symposium on Intelligent Systems and Informatics, 2022

Intelligent Collaborative Manufacturing Space for Augmenting Human Workers in Semi-Automated Manufacturing Systems.

Tamás Ruppert, Andreas Löcklin, David Romero, János Abonyi

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

Human-centered knowledge graph-based design concept for collaborative manufacturing.

László Nagy, Tamás Ruppert, János Abonyi

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021

Test Plan for the Verification of the Robustness of Sensors and Automotive Electronic Products Using Scenario-Based Noise Deployment (SND).

Laszlo Heinold, Ágnes Bárkányi, János Abonyi

Sensors, 2021

Learning Interpretable Mixture of Weibull Distributions - Exploratory Analysis of How Economic Development Influences the Incidence of COVID-19 Deaths.

Róbert Csalódi, Zoltán Birkner, János Abonyi

Data, 2021

Ontology-Based Analysis of Manufacturing Processes: Lessons Learned from the Case Study of Wire Harness Production.

László Nagy, Tamás Ruppert, János Abonyi

Complex., 2021

The Applicability of Reinforcement Learning Methods in the Development of Industry 4.0 Applications.

Tamás Kegyes, Zoltán Süle, János Abonyi

Complex., 2021

Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview.

Róbert Csalódi, Zoltán Süle, Szilárd Jaskó, Tibor Holczinger, János Abonyi

Complex., 2021

Event-Tree Based Sequence Mining Using LSTM Deep-Learning Model.

János Abonyi, Richard Karoly, Gyula Dörgö

Complex., 2021

Estimation of machine setup and changeover times by survival analysis.

Tamás Ruppert, Róbert Csalódi, János Abonyi

Comput. Ind. Eng., 2021

Mixture of Survival Analysis Models-Cluster-Weighted Weibull Distributions.

Róbert Csalódi, Zsolt Bagyura, János Abonyi

IEEE Access, 2021

Real-time locating system and digital twin in Lean 4.0.

Tuan-anh Tran, Tamás Ruppert, György Eigner, János Abonyi

Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

2020

Network-Based Analysis of Dynamical Systems - Methods for Controllability and Observability Analysis, and Optimal Sensor Placement

Dániel Leitold, Ágnes Vathy-Fogarassy, János Abonyi

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-36471-7, 2020

Real-Time Locating System in Production Management.

András Rácz-Szabó, Tamás Ruppert, László Bántay, Andreas Löcklin, László Jakab, János Abonyi

Sensors, 2020

Integration of real-time locating systems into digital twins.

Tamás Ruppert, János Abonyi

J. Ind. Inf. Integr., 2020

Development of manufacturing execution systems in accordance with Industry 4.0 requirements: A review of standard- and ontology-based methodologies and tools.

Szilárd Jaskó, Adrienn Skrop, Tibor Holczinger, Tibor Chován, János Abonyi

Comput. Ind., 2020

2019

Network-based Observability and Controllability Analysis of Dynamical Systems: the NOCAD toolbox.

Dániel Leitold, Ágnes Vathy-Fogarassy, János Abonyi

F1000Research, 2019

A Review of Semantic Sensor Technologies in Internet of Things Architectures.

Gergely Marcell Honti, János Abonyi

Complex., 2019

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

Daniel Leitold, Ágnes Vathy-Fogarassy, János Abonyi

Central Eur. J. Oper. Res., 2019

Test-sequence optimisation by survival analysis.

János Baumgartner, Zoltán Süle, Botond Bertók, János Abonyi

Central Eur. J. Oper. Res., 2019

Genetic programming-based development of thermal runaway criteria.

Alex Kummer, Tamás Varga, János Abonyi

Comput. Chem. Eng., 2019

Learning and predicting operation strategies by sequence mining and deep learning.

Gyula Dörgö, János Abonyi

Comput. Chem. Eng., 2019

2018

Software Sensor for Activity-Time Monitoring and Fault Detection in Production Lines.

Tamás Ruppert, János Abonyi

Sensors, 2018

Network Distance-Based Simulated Annealing and Fuzzy Clustering for Sensor Placement Ensuring Observability and Minimal Relative Degree.

Daniel Leitold, Ágnes Vathy-Fogarassy, János Abonyi

Sensors, 2018

Multilayer Network-Based Production Flow Analysis.

Tamás Ruppert, Gergely Marcell Honti, János Abonyi

Complex., 2018

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

Laszlo Gadar, Zsolt Tibor Kosztyán, János Abonyi

Complex., 2018

Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes.

Gyula Dörgö, Kristof Varga, János Abonyi

IEEE Access, 2018

Sequence Mining Based Alarm Suppression.

Gyula Dörgö, János Abonyi

IEEE Access, 2018

2016

Multivariate Statistical and Computational Intelligence Techniques for Quality Monitoring of Production Systems.

Tibor Kulcsar, Barbara Farsang, Sándor Zoltán Németh, János Abonyi

Proceedings of the Intelligent Decision Making in Quality Management, 2016

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

András Király, Ágnes Vathy-Fogarassy, János Abonyi

Fuzzy Sets Syst., 2016

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

Richard Karoly, János Abonyi

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Interpretability of Computational Intelligence-Based Regression Models

Tamás Kenesei, János Abonyi

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-21942-4, 2015

Mixed dissimilarity measure for piecewise linear approximation based time series applications.

Zoltán Bankó, János Abonyi

Expert Syst. Appl., 2015

Redesign of the supply of mobile mechanics based on a novel genetic optimization algorithm using Google Maps API.

András Király, János Abonyi

Eng. Appl. Artif. Intell., 2015

2014

Novel techniques and an efficient algorithm for closed pattern mining.

András Király, Asta Laiho, János Abonyi, Attila Gyenesei

Expert Syst. Appl., 2014

Improvement of PSO algorithm by memory based gradient search - application in inventory management.

Tamás Varga, András Király, János Abonyi

CoRR, 2014

Fuzzy c-Medoid Graph Clustering.

András Király, Ágnes Vathy-Fogarassy, János Abonyi

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

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

Tamás Kenesei, János Abonyi

Appl. Soft Comput., 2013

Graph-Based Clustering and Data Visualization Algorithms.

Ágnes Vathy-Fogarassy, János Abonyi

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-5157-9, 2013

2012

Correlation based dynamic time warping of multivariate time series.

Zoltán Bankó, János Abonyi

Expert Syst. Appl., 2012

Interpretable support vector regression.

Tamás Kenesei, János Abonyi

Artif. Intell. Res., 2012

Biclustering of High-throughput Gene Expression Data with Bicluster Miner.

András Király, János Abonyi, Asta Laiho, Attila Gyenesei

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

Optimization of Multiple Traveling Salesmen Problem by a Novel Representation Based Genetic Algorithm.

András Király, János Abonyi

Proceedings of the Intelligent Computational Optimization in Engineering, 2011

2009

Local and global mappings of topology representing networks.

Ágnes Vathy-Fogarassy, János Abonyi

Inf. Sci., 2009

Decision tree and first-principles model-based approach for reactor runaway analysis and forecasting.

Tamás Varga, Ferenc Szeifert, János Abonyi

Eng. Appl. Artif. Intell., 2009

Dynamic Time Warping of Segmented Time Series.

Zoltán Bankó, János Abonyi

Proceedings of the Soft Computing in Industrial Applications, 2009

Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction.

János Abonyi

Proceedings of the Soft Computing in Industrial Applications, 2009

Integrated process and control system model for product quality control - A soft-sensor based application.

Balazs Balaskó, Sándor Zoltán Németh, János Abonyi

Proceedings of the 10th European Control Conference, 2009

2008

Topology Representing Network Map - A New Tool for Visualization of High-Dimensional Data.

Ágnes Vathy-Fogarassy, Attila Kiss, János Abonyi

Trans. Comput. Sci., 2008

Topology Representing Networks for the Visualization of Manifolds.

Ágnes Vathy-Fogarassy, Agnes Werner-Stark, János Abonyi

J. Math. Model. Algorithms, 2008

MOSSFARM: Model structure selection by fuzzy association rule mining.

Ferenc Peter Pach, Attila Gyenesei, János Abonyi

J. Intell. Fuzzy Syst., 2008

Compact fuzzy association rule-based classifier.

Ferenc Peter Pach, Attila Gyenesei, János Abonyi

Expert Syst. Appl., 2008

Introduction to Fuzzy Data Mining Methods.

Balazs Feil, János Abonyi

Proceedings of the Handbook of Research on Fuzzy Information Processing in Databases, 2008

2007

Visualization of fuzzy clusters by fuzzy Sammon mapping projection: application to the analysis of phase space trajectories.

Balazs Feil, Balazs Balasko, János Abonyi

Soft Comput., 2007

Improvement of Jarvis-Patrick Clustering Based on Fuzzy Similarity.

Ágnes Vathy-Fogarassy, Attila Kiss, János Abonyi

Proceedings of the Applications of Fuzzy Sets Theory, 2007

Fuzzy Clustering for the Identification of Hinging Hyperplanes Based Regression Trees.

Tamás Kenesei, Balazs Feil, János Abonyi

Proceedings of the Applications of Fuzzy Sets Theory, 2007

Visualization of Topology Representing Networks.

Ágnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines.

Tamás Kenesei, Johannes A. Roubos, János Abonyi

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006

Process-Data-Warehousing-Based Operator Support System for Complex Production Technologies.

Peter Pach, Balazs Feil, Sándor Zoltán Németh, Peter Arva, János Abonyi

IEEE Trans. Syst. Man Cybern. Part A, 2006

Additive Sequential Evolutionary Design of Experiments.

Balazs Balasko, János Madár, János Abonyi

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Hybrid Minimal Spanning Tree and Mixture of Gaussians Based Clustering Algorithm.

Ágnes Vathy-Fogarassy, Attila Kiss, János Abonyi

Proceedings of the Foundations of Information and Knowledge Systems, 2006

2005

Computational Intelligence in Data Mining.

János Abonyi, Balazs Feil, Ajith Abraham

Informatica (Slovenia), 2005

Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series.

János Abonyi, Balazs Feil, Sándor Zoltán Németh, Peter Arva

Fuzzy Sets Syst., 2005

Feedback linearizing control using hybrid neural networks identified by sensitivity approach.

János Madár, János Abonyi, Ferenc Szeifert

Eng. Appl. Artif. Intell., 2005

Interactive evolutionary computation in process engineering.

János Madár, János Abonyi, Ferenc Szeifert

Comput. Chem. Eng., 2005

Monitoring process transitions by Kalman filtering and time-series segmentation.

Balazs Feil, János Abonyi, Sándor Zoltán Németh, Peter Arva

Comput. Chem. Eng., 2005

Interactive Particle Swarm Optimization.

János Madár, János Abonyi, Ferenc Szeifert

Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

2004

Effective optimization for fuzzy model predictive control.

Stanimir Mollov, Robert Babuska, János Abonyi, Henk B. Verbruggen

IEEE Trans. Fuzzy Syst., 2004

Tendency model-based improvement of the slave loop in cascade temperature control of batch process units.

János Madár, Ferenc Szeifert, Lajos Nagy, Tibor Chován, János Abonyi

Comput. Chem. Eng., 2004

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

János Abonyi, Balazs Feil, Sándor Zoltán Németh, Peter Arva, Robert Babuska

Proceedings of the IEEE International Conference on Systems, 2004

Semi-mechanistic Models for State-Estimation - Soft Sensor for Polymer Melt Index Prediction.

Balazs Feil, János Abonyi, Peter Pach, Sándor Zoltán Németh, Peter Arva, Miklos Nemeth, Gabor Nagy

Proceedings of the Artificial Intelligence and Soft Computing, 2004

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

Daniela Girimonte, Robert Babuska, János Abonyi

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

FUZZSAM - visualization of fuzzy clustering results by modified Sammon mapping.

János Abonyi, Robert Babuska

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Supervised fuzzy clustering for the identification of fuzzy classifiers.

János Abonyi, Ferenc Szeifert

Pattern Recognit. Lett., 2003

Learning fuzzy classification rules from labeled data.

Johannes A. Roubos, Magne Setnes, János Abonyi

Inf. Sci., 2003

Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization.

János Abonyi, Johannes A. Roubos, Ferenc Szeifert

Int. J. Approx. Reason., 2003

Process analysis and product quality estimation by Self-Organizing Maps with an application to polyethylene production.

János Abonyi, Sándor Zoltán Németh, Csaba Vincze, Peter Arva

Comput. Ind., 2003

Fuzzy Clustering Based Segmentation of Time-Series.

János Abonyi, Balazs Feil, Sándor Zoltán Németh, Peter Arva

Proceedings of the Advances in Intelligent Data Analysis V, 2003

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

János Abonyi, Robert Babugkao, Balazs Feil

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

Modified Gath-Geva fuzzy clustering for identification of Takagi-Sugeno fuzzy models.

János Abonyi, Robert Babuska, Ferenc Szeifert

IEEE Trans. Syst. Man Cybern. Part B, 2002

2001

Fuzzy modeling with multivariate membership functions: gray-box identification and control design.

János Abonyi, Robert Babuska, Ferenc Szeifert

IEEE Trans. Syst. Man Cybern. Part B, 2001

Fuzzy model-based predictive control by instantaneous linearization.

János Abonyi, Lajos Nagy, Ferenc Szeifert

Fuzzy Sets Syst., 2001

Compact TS - Fuzzy Models Through Clustering and OLS Plus FIS Model Reduction.

János Abonyi, Johannes A. Roubos, Marcel Oosterom, Ferenc Szeifert

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000

Hybrid fuzzy convolution modelling and identification of chemical process systems.

János Abonyi, Lajos Nagy, Ferenc Szeifert

Int. J. Syst. Sci., 2000

Incorporating prior knowledge in fuzzy model identification.

János Abonyi, Robert Babuska, Henk B. Verbruggen, Ferenc Szeifert

Int. J. Syst. Sci., 2000

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

János Abonyi, Robert Babuska

Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000