János Abonyi

According to our database1, János Abonyi authored at least 74 papers between 2000 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Test Plan for the Verification of the Robustness of Sensors and Automotive Electronic Products Using Scenario-Based Noise Deployment (SND).
Sensors, 2021

Industry 4.0-Driven Development of Optimization Algorithms: A Systematic Overview.
Complex., 2021

Estimation of machine setup and changeover times by survival analysis.
Comput. Ind. Eng., 2021

Network-Based Analysis of Dynamical Systems - Methods for Controllability and Observability Analysis, and Optimal Sensor Placement
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-36471-7, 2020

Real-Time Locating System in Production Management.
Sensors, 2020

A Review of Semantic Sensor Technologies in Internet of Things Architectures.
Complex., 2019

Empirical working time distribution-based line balancing with integrated simulated annealing and dynamic programming.
Central Eur. J. Oper. Res., 2019

Test-sequence optimisation by survival analysis.
Central Eur. J. Oper. Res., 2019

Genetic programming-based development of thermal runaway criteria.
Comput. Chem. Eng., 2019

Learning and predicting operation strategies by sequence mining and deep learning.
Comput. Chem. Eng., 2019

Software Sensor for Activity-Time Monitoring and Fault Detection in Production Lines.
Sensors, 2018

Network Distance-Based Simulated Annealing and Fuzzy Clustering for Sensor Placement Ensuring Observability and Minimal Relative Degree.
Sensors, 2018

Multilayer Network-Based Production Flow Analysis.
Complex., 2018

The Settlement Structure Is Reflected in Personal Investments: Distance-Dependent Network Modularity-Based Measurement of Regional Attractiveness.
Complex., 2018

Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes.
IEEE Access, 2018

Sequence Mining Based Alarm Suppression.
IEEE Access, 2018

Multivariate Statistical and Computational Intelligence Techniques for Quality Monitoring of Production Systems.
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.
Fuzzy Sets Syst., 2016

Multi-temporal sequential pattern mining based improvement of alarm management systems.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Interpretability of Computational Intelligence-Based Regression Models
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-21942-4, 2015

Mixed dissimilarity measure for piecewise linear approximation based time series applications.
Expert Syst. Appl., 2015

Redesign of the supply of mobile mechanics based on a novel genetic optimization algorithm using Google Maps API.
Eng. Appl. Artif. Intell., 2015

Novel techniques and an efficient algorithm for closed pattern mining.
Expert Syst. Appl., 2014

Improvement of PSO algorithm by memory based gradient search - application in inventory management.
CoRR, 2014

Fuzzy c-Medoid Graph Clustering.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

Hinging hyperplane based regression tree identified by fuzzy clustering and its application.
Appl. Soft Comput., 2013

Graph-Based Clustering and Data Visualization Algorithms.
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-5157-9, 2013

Correlation based dynamic time warping of multivariate time series.
Expert Syst. Appl., 2012

Interpretable support vector regression.
Artif. Intell. Res., 2012

Biclustering of High-throughput Gene Expression Data with Bicluster Miner.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Optimization of Multiple Traveling Salesmen Problem by a Novel Representation Based Genetic Algorithm.
Proceedings of the Intelligent Computational Optimization in Engineering, 2011

Local and global mappings of topology representing networks.
Inf. Sci., 2009

Decision tree and first-principles model-based approach for reactor runaway analysis and forecasting.
Eng. Appl. Artif. Intell., 2009

Dynamic Time Warping of Segmented Time Series.
Proceedings of the Soft Computing in Industrial Applications, 2009

Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction.
Proceedings of the Soft Computing in Industrial Applications, 2009

Integrated process and control system model for product quality control - A soft-sensor based application.
Proceedings of the 10th European Control Conference, 2009

Topology Representing Network Map - A New Tool for Visualization of High-Dimensional Data.
Trans. Comput. Sci., 2008

Topology Representing Networks for the Visualization of Manifolds.
J. Math. Model. Algorithms, 2008

MOSSFARM: Model structure selection by fuzzy association rule mining.
J. Intell. Fuzzy Syst., 2008

Compact fuzzy association rule-based classifier.
Expert Syst. Appl., 2008

Introduction to Fuzzy Data Mining Methods.
Proceedings of the Handbook of Research on Fuzzy Information Processing in Databases, 2008

Visualization of fuzzy clusters by fuzzy Sammon mapping projection: application to the analysis of phase space trajectories.
Soft Comput., 2007

Improvement of Jarvis-Patrick Clustering Based on Fuzzy Similarity.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Fuzzy Clustering for the Identification of Hinging Hyperplanes Based Regression Trees.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

Visualization of Topology Representing Networks.
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.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Process-Data-Warehousing-Based Operator Support System for Complex Production Technologies.
IEEE Trans. Syst. Man Cybern. Part A, 2006

Additive Sequential Evolutionary Design of Experiments.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Hybrid Minimal Spanning Tree and Mixture of Gaussians Based Clustering Algorithm.
Proceedings of the Foundations of Information and Knowledge Systems, 2006

Computational Intelligence in Data Mining.
Informatica (Slovenia), 2005

Modified Gath-Geva clustering for fuzzy segmentation of multivariate time-series.
Fuzzy Sets Syst., 2005

Feedback linearizing control using hybrid neural networks identified by sensitivity approach.
Eng. Appl. Artif. Intell., 2005

Interactive evolutionary computation in process engineering.
Comput. Chem. Eng., 2005

Monitoring process transitions by Kalman filtering and time-series segmentation.
Comput. Chem. Eng., 2005

Interactive Particle Swarm Optimization.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

Effective optimization for fuzzy model predictive control.
IEEE Trans. Fuzzy Syst., 2004

Tendency model-based improvement of the slave loop in cascade temperature control of batch process units.
Comput. Chem. Eng., 2004

State-space reconstruction and prediction of chaotic time series based on fuzzy clustering.
Proceedings of the IEEE International Conference on Systems, 2004

Semi-mechanistic Models for State-Estimation - Soft Sensor for Polymer Melt Index Prediction.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Fuzzy clustering for selecting structure of nonlinear models with mixed discrete and continuous inputs.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

FUZZSAM - visualization of fuzzy clustering results by modified Sammon mapping.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Supervised fuzzy clustering for the identification of fuzzy classifiers.
Pattern Recognit. Lett., 2003

Learning fuzzy classification rules from labeled data.
Inf. Sci., 2003

Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization.
Int. J. Approx. Reason., 2003

Process analysis and product quality estimation by Self-Organizing Maps with an application to polyethylene production.
Comput. Ind., 2003

Fuzzy Clustering Based Segmentation of Time-Series.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

Structure selection for nonlinear input-output models based on fuzzy cluster analysis.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Modified Gath-Geva fuzzy clustering for identification of Takagi-Sugeno fuzzy models.
IEEE Trans. Syst. Man Cybern. Part B, 2002

Fuzzy modeling with multivariate membership functions: gray-box identification and control design.
IEEE Trans. Syst. Man Cybern. Part B, 2001

Fuzzy model-based predictive control by instantaneous linearization.
Fuzzy Sets Syst., 2001

Compact TS - Fuzzy Models Through Clustering and OLS Plus FIS Model Reduction.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Hybrid fuzzy convolution modelling and identification of chemical process systems.
Int. J. Syst. Sci., 2000

Incorporating prior knowledge in fuzzy model identification.
Int. J. Syst. Sci., 2000

Local and global identification and interpretation of parameters in Takagi-Sugeno fuzzy models.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000