János Abonyi

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 54

Top Venues

Publications

Abdulrahman K. Eesee, Szilárd Jaskó, György Eigner, János Abonyi, Tamás Ruppert
Extension of HAAS for the Management of Cognitive Load. IEEE Access 12 (2024)
Éva Kenyeres, János Abonyi
Analysis and Clustering-Based Improvement of Particle Filter Optimization Algorithms. IEEE Access 12 (2024)
András Rácz-Szabó, Tamás Ruppert, János Abonyi
Multilayer Network-Based Evaluation of the Efficiency and Resilience of Network Flows. Complex. 2024 (2024)
Éva Kenyeres, Alex Kummer, János Abonyi
Machine Learning Classifier-Based Metrics Can Evaluate the Efficiency of Separation Systems. Entropy 26 (7) (2024)
Róbert Csalódi, Zsolt Bagyura, Ágnes Vathy-Fogarassy, János Abonyi
Time-dependent frequent sequence mining-based survival analysis. Knowl. Based Syst. 296 (2024)
András Darányi, János Abonyi
Fault Diagnostics Based on the Analysis of Probability Distributions Estimated Using a Particle Filter. Sensors 24 (3) (2024)
Ádám Ipkovich, János Abonyi
Neighborhood Ranking-Based Feature Selection. IEEE Access 12 (2024)
Tamás Kegyes, Alex Kummer, Zoltán Süle, János Abonyi
Generally Applicable Q-Table Compression Method and Its Application for Constrained Stochastic Graph Traversal Optimization Problems. Inf. 15 (4) (2024)
János Hegedüs-Kuti, József Szolosi, Dániel Varga, János Abonyi, Mátyás Andó, Tamás Ruppert
3D Scanner-Based Identification of Welding Defects - Clustering the Results of Point Cloud Alignment. Sensors 23 (5) (2023)
Tuan-anh Tran, Márta Péntek, Hossein Motahari-Nezhad, János Abonyi, Levente Kovács, László Gulácsi, György Eigner, Zsombor Zrubka, Tamás Ruppert
Heart Rate Variability Measurement to Assess Acute Work-Content-Related Stress of Workers in Industrial Manufacturing Environment - A Systematic Scoping Review. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Yuli Sudriani, Viktor Sebestyén, János Abonyi
Surface Water Monitoring Systems - The Importance of Integrating Information Sources for Sustainable Watershed Management. IEEE Access 11 (2023)
László Nagy, Tamás Ruppert, János Abonyi
Towards an Ontology-Based Fault Detection and Diagnosis Framework - A Semantic Approach. CoDIT (2023)
Gergely Halász, Tibor Medvegy, János Abonyi, Tamás Ruppert
Indoor Positioning-based Occupational Exposures Mapping and Operator Well-being Assessment in Manufacturing Environment. APMS (1) (2023)
Tímea Czvetkó, János Abonyi
Data sharing in Industry 4.0 - AutomationML, B2MML and International Data Spaces-based solutions. J. Ind. Inf. Integr. 33 (2023)
Tamás Ruppert, András Darányi, Tibor Medvegy, Dániel Csereklei, János Abonyi
Demonstration Laboratory of Industry 4.0 Retrofitting and Operator 4.0 Solutions: Education towards Industry 5.0. Sensors 23 (1) (2023)
László Bántay, János Abonyi
Frequent pattern mining-based log file partition for process mining. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
László Bántay, Gyula Dörgö, Ferenc Tandari, János Abonyi
Simultaneous Process Mining of Process Events and Operator Actions for Alarm Management. Complex. 2022 (2022)
Lalit Maurya, Viney Lohchab, Prasant Kumar Mahapatra, János Abonyi
Contrast and brightness balance in image enhancement using Cuckoo Search-optimized image fusion. J. King Saud Univ. Comput. Inf. Sci. 34 (9) (2022)
Tamás Ruppert, Andreas Löckin, David Romero, János Abonyi
Intelligent Collaborative Manufacturing Space for Augmenting Human Workers in Semi-Automated Manufacturing Systems. ETFA (2022)
Zsolt Tibor Kosztyán, András Telcs, János Abonyi
A multi-block clustering algorithm for high dimensional binarized sparse data. Expert Syst. Appl. 191 (2022)
Krisztián Bakon, Tibor Holczinger, Zoltán Süle, Szilárd Jaskó, János Abonyi
Scheduling Under Uncertainty for Industry 4.0 and 5.0. IEEE Access 10 (2022)
László Nagy, Tamás Ruppert, János Abonyi
Human-centered knowledge graph-based design concept for collaborative manufacturing. ETFA (2022)
Ádám Sass, Alex Kummer, János Abonyi
Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors. Comput. Chem. Eng. 162 (2022)
Laszlo Gadar, Zsolt Tibor Kosztyán, András Telcs, János Abonyi
Cooperation patterns in the ERASMUS student exchange network: an empirical study. Appl. Netw. Sci. 7 (1) (2022)
Beáta Sz. G. Pató, Klaudia Kovacs, János Abonyi
Challenges of the Fourth Industrial Revolution in HRM. Int. J. Hum. Cap. Inf. Technol. Prof. 13 (1) (2022)
Pál Péter Hanzelik, Alex Kummer, János Abonyi
Edge-Computing and Machine-Learning-Based Framework for Software Sensor Development. Sensors 22 (11) (2022)
Tuan-anh Tran, Tamás Ruppert, György Eigner, János Abonyi
Retrofitting-Based Development of Brownfield Industry 4.0 and Industry 5.0 Solutions. IEEE Access 10 (2022)
Tuan-anh Tran, János Abonyi, Levente Kovács, György Eigner, Tamás Ruppert
Heart Rate Variability Measurement to Assess Work-Related Stress of Physical Workers in Manufacturing Industries - Protocol for a Systematic Literature Review. SISY (2022)
János Abonyi, Richard Karoly, Gyula Dorgo
Event-Tree Based Sequence Mining Using LSTM Deep-Learning Model. Complex. 2021 (2021)
Róbert Csalódi, Zsolt Bagyura, János Abonyi
Mixture of Survival Analysis Models-Cluster-Weighted Weibull Distributions. IEEE Access 9 (2021)
László Nagy, Tamás Ruppert, János Abonyi
Ontology-Based Analysis of Manufacturing Processes: Lessons Learned from the Case Study of Wire Harness Production. Complex. 2021 (2021)
Róbert Csalódi, Zoltán Birkner, János Abonyi
Learning Interpretable Mixture of Weibull Distributions - Exploratory Analysis of How Economic Development Influences the Incidence of COVID-19 Deaths. Data 6 (12) (2021)
Róbert Csalódi, Zoltán Süle, Szilárd Jaskó, Tibor Holczinger, János Abonyi
Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview. Complex. 2021 (2021)
Tamás Kegyes, Zoltán Süle, János Abonyi
The Applicability of Reinforcement Learning Methods in the Development of Industry 4.0 Applications. Complex. 2021 (2021)
Tamás Ruppert, Róbert Csalódi, János Abonyi
Estimation of machine setup and changeover times by survival analysis. Comput. Ind. Eng. 153 (2021)
Laszlo Heinold, Ágnes Bárkányi, János Abonyi
Test Plan for the Verification of the Robustness of Sensors and Automotive Electronic Products Using Scenario-Based Noise Deployment (SND). Sensors 21 (10) (2021)
Tuan-anh Tran, Tamás Ruppert, György Eigner, János Abonyi
Real-time locating system and digital twin in Lean 4.0. SACI (2021)
András Rácz-Szabó, Tamás Ruppert, László Bántay, Andreas Löcklin, László Jakab, János Abonyi
Real-Time Locating System in Production Management. Sensors 20 (23) (2020)
Tamás Ruppert, János Abonyi
Integration of real-time locating systems into digital twins. J. Ind. Inf. Integr. 20 (2020)
Szilárd Jaskó, Adrienn Skrop, Tibor Holczinger, Tibor Chován, János Abonyi
Development of manufacturing execution systems in accordance with Industry 4.0 requirements: A review of standard- and ontology-based methodologies and tools. Comput. Ind. 123 (2020)
Daniel Leitold, Ágnes Vathy-Fogarassy, János Abonyi
Empirical working time distribution-based line balancing with integrated simulated annealing and dynamic programming. Central Eur. J. Oper. Res. 27 (2) (2019)
János Baumgartner, Zoltán Süle, Botond Bertók, János Abonyi
Test-sequence optimisation by survival analysis. Central Eur. J. Oper. Res. 27 (2) (2019)
Gergely Marcell Honti, János Abonyi
A Review of Semantic Sensor Technologies in Internet of Things Architectures. Complex. 2019 (2019)
Gyula Dorgo, János Abonyi
Learning and predicting operation strategies by sequence mining and deep learning. Comput. Chem. Eng. 128 (2019)
Dániel Leitold, Ágnes Vathy-Fogarassy, János Abonyi
Network-based Observability and Controllability Analysis of Dynamical Systems: the NOCAD toolbox. F1000Research 8 (2019)
Alex Kummer, Tamás Varga, János Abonyi
Genetic programming-based development of thermal runaway criteria. Comput. Chem. Eng. 131 (2019)
Tamás Ruppert, János Abonyi
Software Sensor for Activity-Time Monitoring and Fault Detection in Production Lines. Sensors 18 (7) (2018)
Gyula Dorgo, János Abonyi
Sequence Mining Based Alarm Suppression. IEEE Access 6 (2018)
Daniel Leitold, Ágnes Vathy-Fogarassy, János Abonyi
Network Distance-Based Simulated Annealing and Fuzzy Clustering for Sensor Placement Ensuring Observability and Minimal Relative Degree. Sensors 18 (9) (2018)
Tamás Ruppert, Gergely Marcell Honti, János Abonyi
Multilayer Network-Based Production Flow Analysis. Complex. 2018 (2018)
Laszlo Gadar, Zsolt Tibor Kosztyán, János Abonyi
The Settlement Structure Is Reflected in Personal Investments: Distance-Dependent Network Modularity-Based Measurement of Regional Attractiveness. Complex. 2018 (2018)
Gyula Dorgo, Kristof Varga, János Abonyi
Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes. IEEE Access 6 (2018)
Richard Karoly, János Abonyi
Multi-temporal sequential pattern mining based improvement of alarm management systems. SMC (2016)
András Király, Ágnes Vathy-Fogarassy, János Abonyi
Geodesic distance based fuzzy c-medoid clustering - searching for central points in graphs and high dimensional data. Fuzzy Sets Syst. 286 (2016)
András Király, János Abonyi
Redesign of the supply of mobile mechanics based on a novel genetic optimization algorithm using Google Maps API. Eng. Appl. Artif. Intell. 38 (2015)
Zoltán Bankó, János Abonyi
Mixed dissimilarity measure for piecewise linear approximation based time series applications. Expert Syst. Appl. 42 (21) (2015)
Tamás Varga, András Király, János Abonyi
Improvement of PSO algorithm by memory based gradient search - application in inventory management. CoRR (2014)
András Király, Asta Laiho, János Abonyi, Attila Gyenesei
Novel techniques and an efficient algorithm for closed pattern mining. Expert Syst. Appl. 41 (11) (2014)
András Király, Ágnes Vathy-Fogarassy, János Abonyi
Fuzzy c-Medoid Graph Clustering. ICAISC (2) (2014)
Tamás Kenesei, János Abonyi
Hinging hyperplane based regression tree identified by fuzzy clustering and its application. Appl. Soft Comput. 13 (2) (2013)
András Király, János Abonyi, Asta Laiho, Attila Gyenesei
Biclustering of High-throughput Gene Expression Data with Bicluster Miner. ICDM Workshops (2012)
Tamás Kenesei, János Abonyi
Interpretable support vector regression. Artif. Intell. Res. 1 (2) (2012)
Zoltán Bankó, János Abonyi
Correlation based dynamic time warping of multivariate time series. Expert Syst. Appl. 39 (17) (2012)
Tamás Varga, Ferenc Szeifert, János Abonyi
Decision tree and first-principles model-based approach for reactor runaway analysis and forecasting. Eng. Appl. Artif. Intell. 22 (4-5) (2009)
Ágnes Vathy-Fogarassy, János Abonyi
Local and global mappings of topology representing networks. Inf. Sci. 179 (21) (2009)
Zoltán Bankó, János Abonyi
Dynamic Time Warping of Segmented Time Series. WSC (2009)
Balazs Balaskó, Sándor Zoltán Németh, János Abonyi
Integrated process and control system model for product quality control - A soft-sensor based application. ECC (2009)
János Abonyi
Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction. WSC (2009)
Ágnes Vathy-Fogarassy, Agnes Werner-Stark, János Abonyi
Topology Representing Networks for the Visualization of Manifolds. J. Math. Model. Algorithms 7 (4) (2008)
Ferenc Peter Pach, Attila Gyenesei, János Abonyi
MOSSFARM: Model structure selection by fuzzy association rule mining. J. Intell. Fuzzy Syst. 19 (6) (2008)
Ferenc Peter Pach, Attila Gyenesei, János Abonyi
Compact fuzzy association rule-based classifier. Expert Syst. Appl. 34 (4) (2008)
Ágnes Vathy-Fogarassy, Attila Kiss, János Abonyi
Topology Representing Network Map - A New Tool for Visualization of High-Dimensional Data. Trans. Comput. Sci. 1 (2008)
Tamás Kenesei, Johannes A. Roubos, János Abonyi
A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines. IDEAL (2007)
Ágnes Vathy-Fogarassy, Agnes Werner-Stark, Balázs Gaál, János Abonyi
Visualization of Topology Representing Networks. IDEAL (2007)
Balazs Feil, Balazs Balasko, János Abonyi
Visualization of fuzzy clusters by fuzzy Sammon mapping projection: application to the analysis of phase space trajectories. Soft Comput. 11 (5) (2007)
Tamás Kenesei, Balazs Feil, János Abonyi
Fuzzy Clustering for the Identification of Hinging Hyperplanes Based Regression Trees. WILF (2007)
Ágnes Vathy-Fogarassy, Attila Kiss, János Abonyi
Improvement of Jarvis-Patrick Clustering Based on Fuzzy Similarity. WILF (2007)
Peter Pach, Balazs Feil, Sándor Zoltán Németh, Peter Arva, János Abonyi
Process-Data-Warehousing-Based Operator Support System for Complex Production Technologies. IEEE Trans. Syst. Man Cybern. Part A 36 (1) (2006)
Ágnes Vathy-Fogarassy, Attila Kiss, János Abonyi
Hybrid Minimal Spanning Tree and Mixture of Gaussians Based Clustering Algorithm. FoIKS (2006)
Balazs Balasko, János Madár, János Abonyi
Additive Sequential Evolutionary Design of Experiments. ICAISC (2006)
János Madár, János Abonyi, Ferenc Szeifert
Interactive Particle Swarm Optimization. ISDA (2005)
János Abonyi, Balazs Feil, Ajith Abraham
Computational Intelligence in Data Mining. Informatica (Slovenia) 29 (1) (2005)
János Madár, János Abonyi, Ferenc Szeifert
Feedback linearizing control using hybrid neural networks identified by sensitivity approach. Eng. Appl. Artif. Intell. 18 (3) (2005)
János Abonyi, Balazs Feil, Sándor Zoltán Németh, Peter Arva
Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series. Fuzzy Sets Syst. 149 (1) (2005)
János Madár, János Abonyi, Ferenc Szeifert
Interactive evolutionary computation in process engineering. Comput. Chem. Eng. 29 (7) (2005)
Balazs Feil, János Abonyi, Sándor Zoltán Németh, Peter Arva
Monitoring process transitions by Kalman filtering and time-series segmentation. Comput. Chem. Eng. 29 (6) (2005)
Balazs Feil, János Abonyi, Peter Pach, Sándor Zoltán Németh, Peter Arva, Miklos Nemeth, Gabor Nagy
Semi-mechanistic Models for State-Estimation - Soft Sensor for Polymer Melt Index Prediction. ICAISC (2004)
Stanimir Mollov, Robert Babuska, János Abonyi, Henk B. Verbruggen
Effective optimization for fuzzy model predictive control. IEEE Trans. Fuzzy Syst. 12 (5) (2004)
János Madár, Ferenc Szeifert, Lajos Nagy, Tibor Chován, János Abonyi
Tendency model-based improvement of the slave loop in cascade temperature control of batch process units. Comput. Chem. Eng. 28 (5) (2004)
János Abonyi, Robert Babuska
FUZZSAM - visualization of fuzzy clustering results by modified Sammon mapping. FUZZ-IEEE (2004)
Daniela Girimonte, Robert Babuska, János Abonyi
Fuzzy clustering for selecting structure of nonlinear models with mixed discrete and continuous inputs. FUZZ-IEEE (2004)
János Abonyi, Balazs Feil, Sándor Zoltán Németh, Peter Arva, Robert Babuska
State-space reconstruction and prediction of chaotic time series based on fuzzy clustering. SMC (3) (2004)
János Abonyi, Balazs Feil, Sándor Zoltán Németh, Peter Arva
Fuzzy Clustering Based Segmentation of Time-Series. IDA (2003)
János Abonyi, Sándor Zoltán Németh, Csaba Vincze, Peter Arva
Process analysis and product quality estimation by Self-Organizing Maps with an application to polyethylene production. Comput. Ind. 52 (3) (2003)
János Abonyi, Johannes A. Roubos, Ferenc Szeifert
Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization. Int. J. Approx. Reason. 32 (1) (2003)
János Abonyi, Robert Babugkao, Balazs Feil
Structure selection for nonlinear input-output models based on fuzzy cluster analysis. FUZZ-IEEE (2003)
János Abonyi, Ferenc Szeifert
Supervised fuzzy clustering for the identification of fuzzy classifiers. Pattern Recognit. Lett. 24 (14) (2003)
Johannes A. Roubos, Magne Setnes, János Abonyi
Learning fuzzy classification rules from labeled data. Inf. Sci. 150 (1-2) (2003)
János Abonyi, Robert Babuska, Ferenc Szeifert
Modified Gath-Geva fuzzy clustering for identification of Takagi-Sugeno fuzzy models. IEEE Trans. Syst. Man Cybern. Part B 32 (5) (2002)
János Abonyi, Robert Babuska, Ferenc Szeifert
Fuzzy modeling with multivariate membership functions: gray-box identification and control design. IEEE Trans. Syst. Man Cybern. Part B 31 (5) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

János Abonyi