All Stories

  1. Key factors of industry 5.0-based organizational sustainability

    Article • Technology in Society, December 2025, Elsevier

    Prof Janos Abonyi

  2. Probabilistic or possibilistic expert knowledge modeling? Dunning-Kruger curve helps to choose!

    Article • F1000Research, August 2025, Faculty of 1000, Ltd.

    Prof Janos Abonyi

  3. WEBA dataset as the Reflection of Work content effect on Workload perception in Real life Working conditions

    Article • Scientific Data, January 2025, Springer Science + Business Media

    Prof Janos Abonyi

  4. Improvements of particle filter optimization algorithm for robust optimization under different types of uncertainties

    Article • Heliyon, January 2025, Elsevier

    Prof Janos Abonyi

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

    Article • SoftwareX, December 2024, Elsevier

    Prof Janos Abonyi

  6. Data Reconciliation-Based Hierarchical Fusion of Machine Learning Models

    Article • Machine Learning and Knowledge Extraction, November 2024, MDPI AG

    Prof Janos Abonyi

  7. Model-Centric Integration of Uncertain Expert Knowledge into Importance Sampling-Based Parameter Estimation

    Article • Applied Sciences, October 2024, MDPI AG

    Prof Janos Abonyi

  8. 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

    Article • Computers, October 2024, MDPI AG

    Prof Janos Abonyi

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

    Article • Entropy, June 2024, MDPI AG

    Prof Janos Abonyi

  10. Network science and explainable AI-based life cycle management of sustainability models

    Article • PLOS One, June 2024, PLOS

    Prof Janos Abonyi

  11. Knowledge Graph-Based Framework to Support Human-Centered Collaborative Manufacturing in Industry 5.0

    Article • Applied Sciences, April 2024, MDPI AG

    Prof Janos Abonyi

  12. Particle filtering supported probability density estimation of mobility patterns

    Article • Heliyon, April 2024, Elsevier

    Prof Janos Abonyi

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

    Article • Information, March 2024, MDPI AG

    Prof Janos Abonyi

  14. Machine Learning-Supported Designing of Human–Machine Interfaces

    Article • Applied Sciences, February 2024, MDPI AG

    Prof Janos Abonyi

  15. Machine learning -based decision support framework for CBRN protection

    Article • Heliyon, February 2024, Elsevier

    Prof Janos Abonyi

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

    Article • Sensors, January 2024, MDPI AG

    Prof Janos Abonyi

  17. Multilayer Network‐Based Evaluation of the Efficiency and Resilience of Network Flows

    Article • Complexity, January 2024, Wiley

    Prof Janos Abonyi

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

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  19. Extension of HAAS for the Management of Cognitive Load

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  20. Neighborhood Ranking-Based Feature Selection

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

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

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

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

    Article • Journal of Industrial Information Integration, June 2023, Elsevier

    Prof Janos Abonyi

  23. Az információmenedzsment szerepe az ABV-védelemben

    Article • Nemzetbiztonsági Szemle, May 2023, Nemzetbiztonsagi Szemle

    Prof Janos Abonyi

  24. Matrix factorization-based multi-objective ranking–What makes a good university?

    Article • PLOS One, April 2023, PLOS

    Prof Janos Abonyi

  25. Goal-Oriented Tuning of Particle Filters for the Fault Diagnostics of Process Systems

    Article • Processes, March 2023, MDPI AG

    Prof Janos Abonyi

  26. 3D Scanner-Based Identification of Welding Defects—Clustering the Results of Point Cloud Alignment

    Article • Sensors, February 2023, MDPI AG

    Prof Janos Abonyi

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

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

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

    Article • Sensors, December 2022, MDPI AG

    Prof Janos Abonyi

  29. Expert-Based Modular Simulator for Municipal Waste Processing Technology Design

    Article • Sustainability, December 2022, MDPI AG

    Prof Janos Abonyi

  30. Hypergraph and network flow-based quality function deployment

    Article • Heliyon, December 2022, Elsevier

    Prof Janos Abonyi

  31. Sectoral Analysis of Energy Transition Paths and Greenhouse Gas Emissions

    Article • Energies, October 2022, MDPI AG

    Prof Janos Abonyi

  32. Goal-oriented possibilistic fuzzy C-Medoid clustering of human mobility patterns—Illustrative application for the Taxicab trips-based enrichment of public transport services

    Article • PLOS One, October 2022, PLOS

    Prof Janos Abonyi

  33. Hypergraph-based analysis and design of intelligent collaborative manufacturing space

    Article • Journal of Manufacturing Systems, October 2022, Elsevier

    Prof Janos Abonyi

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

    Article • Journal of King Saud University - Computer and Information Sciences, October 2022, Springer Science + Business Media

    Prof Janos Abonyi

  35. Simulation of Sustainable Manufacturing Solutions: Tools for Enabling Circular Economy

    Article • Sustainability, August 2022, MDPI AG

    Prof Janos Abonyi

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

    Article • Sensors, June 2022, MDPI AG

    Prof Janos Abonyi

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

    Article • Expert Systems with Applications, April 2022, Elsevier

    Prof Janos Abonyi

  38. Processing indoor positioning data by goal-oriented supervised fuzzy clustering for tool management

    Article • Journal of Manufacturing Systems, April 2022, Elsevier

    Prof Janos Abonyi

  39. Factor analysis, sparse PCA, and Sum of Ranking Differences-based improvements of the Promethee-GAIA multicriteria decision support technique

    Article • PLOS One, February 2022, PLOS

    Prof Janos Abonyi

  40. Network-Based Topological Exploration of the Impact of Pollution Sources on Surface Water Bodies

    Article • Frontiers in Environmental Science, January 2022, Frontiers

    Prof Janos Abonyi

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

    Article • Complexity, January 2022, Wiley

    Prof Janos Abonyi

  42. Data-driven business process management-based development of Industry 4.0 solutions

    Article • CIRP Journal of Manufacturing Science and Technology, January 2022, Elsevier

    Prof Janos Abonyi

  43. Identification of sampling points for the detection of SARS-CoV-2 in the sewage system

    Article • Sustainable Cities and Society, January 2022, Elsevier

    Prof Janos Abonyi

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

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  45. Scheduling Under Uncertainty for Industry 4.0 and 5.0

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  46. Big data analytics opportunities for applications in process engineering

    Article • Reviews in Chemical Engineering, December 2021, De Gruyter

    Prof Janos Abonyi

  47. Comprehensible Visualization of Multidimensional Data: Sum of Ranking Differences-Based Parallel Coordinates

    Article • Mathematics, December 2021, MDPI AG

    Prof Janos Abonyi

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

    Article • Data, November 2021, MDPI AG

    Prof Janos Abonyi

  49. Genetic programming-based symbolic regression for goal-oriented dimension reduction

    Article • Chemical Engineering Science, November 2021, Elsevier

    Prof Janos Abonyi

  50. Data-driven comparative analysis of national adaptation pathways for Sustainable Development Goals

    Article • Journal of Cleaner Production, October 2021, Elsevier

    Prof Janos Abonyi

  51. Quality vs. quantity of alarm messages - How to measure the performance of an alarm system

    Article • Chemical Engineering Research and Design, September 2021, Elsevier

    Prof Janos Abonyi

  52. Indoor Positioning Systems Can Revolutionise Digital Lean

    Article • Applied Sciences, June 2021, MDPI AG

    Prof Janos Abonyi

  53. Data describing the relationship between world news and sustainable development goals

    Article • Data in Brief, June 2021, Elsevier

    Prof Janos Abonyi

  54. Sparse PCA Support Exploration of Process Structures for Decentralized Fault Detection

    Article • Industrial & Engineering Chemistry Research, May 2021, American Chemical Society (ACS)

    Prof Janos Abonyi

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

    Article • Sensors, May 2021, MDPI AG

    Prof Janos Abonyi

  56. Decision trees for informative process alarm definition and alarm-based fault classification

    Article • Process Safety and Environmental Protection, May 2021, Elsevier

    Prof Janos Abonyi

  57. Regional development potentials of Industry 4.0: Open data indicators of the Industry 4.0+ model

    Article • PLOS One, April 2021, PLOS

    Prof Janos Abonyi

  58. The Applicability of Big Data in Climate Change Research: The Importance of System of Systems Thinking

    Article • Frontiers in Environmental Science, March 2021, Frontiers

    Prof Janos Abonyi

  59. Modelling for Digital Twins—Potential Role of Surrogate Models

    Article • Processes, March 2021, MDPI AG

    Prof Janos Abonyi

  60. Estimation of machine setup and changeover times by survival analysis

    Article • Computers & Industrial Engineering, March 2021, Elsevier

    Prof Janos Abonyi

  61. Integrated Survival Analysis and Frequent Pattern Mining for Course Failure-Based Prediction of Student Dropout

    Article • Mathematics, February 2021, MDPI AG

    Prof Janos Abonyi

  62. Frequent Itemset Mining and Multi-Layer Network-Based Analysis of RDF Databases

    Article • Mathematics, February 2021, MDPI AG

    Prof Janos Abonyi

  63. The intertwining of world news with Sustainable Development Goals: An effective monitoring tool

    Article • Heliyon, February 2021, Elsevier

    Prof Janos Abonyi

  64. Event‐Tree Based Sequence Mining Using LSTM Deep‐Learning Model

    Article • Complexity, January 2021, Wiley

    Prof Janos Abonyi

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

    Article • Complexity, January 2021, Wiley

    Prof Janos Abonyi

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

    Article • Complexity, January 2021, Wiley

    Prof Janos Abonyi

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

    Article • Complexity, January 2021, Wiley

    Prof Janos Abonyi

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

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  69. Machine Learning Based Analysis of Human Serum N-glycome Alterations to Follow up Lung Tumor Surgery

    Article • Cancers, December 2020, MDPI AG

    Prof Janos Abonyi

  70. Data describing the regional Industry 4.0 readiness index

    Article • Data in Brief, December 2020, Elsevier

    Prof Janos Abonyi

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

    Article • Computers in Industry, December 2020, Elsevier

    Prof Janos Abonyi

  72. Directions of membrane separator development for microbial fuel cells: A retrospective analysis using frequent itemset mining and descriptive statistical approach

    Article • Journal of Power Sources, December 2020, Elsevier

    Prof Janos Abonyi

  73. Integration of real-time locating systems into digital twins

    Article • Journal of Industrial Information Integration, December 2020, Elsevier

    Prof Janos Abonyi

  74. Real-Time Locating System in Production Management

    Article • Sensors, November 2020, MDPI AG

    Prof Janos Abonyi

  75. Analytic Hierarchy Process and Multilayer Network-Based Method for Assembly Line Balancing

    Article • Applied Sciences, June 2020, MDPI AG

    Prof Janos Abonyi

  76. Focal points for sustainable development strategies—Text mining-based comparative analysis of voluntary national reviews

    Article • Journal of Environmental Management, June 2020, Elsevier

    Prof Janos Abonyi

  77. A multilayer and spatial description of the Erasmus mobility network

    Article • Scientific Data, February 2020, Springer Science + Business Media

    Prof Janos Abonyi

  78. Mixtures of QSAR models: Learning application domains of p K predicto rs

    Article • Journal of Chemometrics, February 2020, Wiley

    Prof Janos Abonyi

  79. Application to the Analysis of Heat Exchanger Networks

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  80. Introduction

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  81. Network-Based Analysis of Dynamical Systems

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  82. Reduction of Relative Degree by Optimal Control and Sensor Placement

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  83. Structural Controllability and Observability Analysis in Complex Networks

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  84. Summary

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  85. The NOCAD MATLAB/Octave Toolbox Developed for the Analysis of Dynamical Systems

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  86. Are Regions Prepared for Industry 4.0?

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi

  87. Evaluation of Regional I4.0 Readiness: Data Analysis and Composite Indicator Development

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi

  88. Introduction

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi

  89. Measures of Regional Industry 4.0 + Readiness

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi

  90. Regional Aspects of Industry 4.0

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi

  91. Summary: The Applicability of the I4.0+ Index

    Article • January 2020, Springer Science + Business Media

    Prof Janos Abonyi

  92. Application Domain Discovery of Thermodynamic Models by Mixture of Experts Learning

    Article • January 2020, Elsevier

    Prof Janos Abonyi

  93. Fuzzy activity time-based model predictive control of open-station assembly lines

    Article • Journal of Manufacturing Systems, January 2020, Elsevier

    Prof Janos Abonyi

  94. Multilayer network based comparative document analysis (MUNCoDA)

    Article • MethodsX, January 2020, Elsevier

    Prof Janos Abonyi

  95. Pairwise comparison based failure mode and effects analysis (FMEA)

    Article • MethodsX, January 2020, Elsevier

    Prof Janos Abonyi

  96. Genetic programming-based development of thermal runaway criteria

    Article • Computers & Chemical Engineering, December 2019, Elsevier

    Prof Janos Abonyi

  97. Review and structural analysis of system dynamics models in sustainability science

    Article • Journal of Cleaner Production, December 2019, Elsevier

    Prof Janos Abonyi

  98. Network analysis dataset of system dynamics models

    Article • Data in Brief, October 2019, Elsevier

    Prof Janos Abonyi

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

    Article • F1000Research, September 2019, Faculty of 1000, Ltd.

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

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

    Article • Computers & Chemical Engineering, September 2019, Elsevier

    Prof Janos Abonyi

  101. Data-driven multilayer complex networks of sustainable development goals

    Article • Data in Brief, August 2019, Elsevier

    Prof Janos Abonyi

  102. P-graph-based multi-objective risk analysis and redundancy allocation in safety-critical energy systems

    Article • Proceedings of the Institution of Civil Engineers - Energy, July 2019, Elsevier

    Prof Janos Abonyi

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

    Article • Complexity, June 2019, Hindawi Publishing Corporation

    Prof Janos Abonyi

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

    Article • F1000Research, May 2019, Faculty of 1000, Ltd.

    Agnes Vathy-Fogarassy, Daniel Leitold, Prof Janos Abonyi

  105. Network model-based analysis of the goals, targets and indicators of sustainable development for strategic environmental assessment

    Article • Journal of Environmental Management, May 2019, Elsevier

    Prof Janos Abonyi

  106. Frequent pattern mining in multidimensional organizational networks

    Article • Scientific Reports, March 2019, Springer Science + Business Media

    Prof Janos Abonyi

  107. Evaluation of the Complexity, Controllability and Observability of Heat Exchanger Networks Based on Structural Analysis of Network Representations

    Article • Energies, February 2019, MDPI AG

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

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

    Article • January 2019, Elsevier

    Prof Janos Abonyi

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

    Article • Complexity, December 2018, Hindawi Publishing Corporation

    Prof Janos Abonyi

  110. Evaluating the Interconnectedness of the Sustainable Development Goals Based on the Causality Analysis of Sustainability Indicators

    Article • Sustainability, October 2018, MDPI AG

    Prof Janos Abonyi

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

    Article • Sensors, September 2018, MDPI AG

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  112. Enabling Technologies for Operator 4.0: A Survey

    Article • Applied Sciences, September 2018, MDPI AG

    Prof Janos Abonyi

  113. Test-sequence optimisation by survival analysis

    Article • Central European Journal of Operations Research, August 2018, Springer Science + Business Media

    Prof Janos Abonyi

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

    Article • Sensors, July 2018, MDPI AG

    Prof Janos Abonyi

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

    Article • Central European Journal of Operations Research, July 2018, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  116. Multilayer Network-Based Production Flow Analysis

    Article • Complexity, July 2018, Hindawi Publishing Corporation

    Prof Janos Abonyi

  117. Hierarchical Representation Based Constrained Multi-objective Evolutionary Optimisation of Molecular Structures

    Article • Periodica Polytechnica Chemical Engineering, June 2018, Periodica Polytechnica Budapest University of Technology and Economics

    Prof Janos Abonyi

  118. Novel Failure Model for the Purpose of Modeling the Imperfect Proof-Testing

    Article • International Journal on Engineering Applications (IREA), May 2018, Praise Worthy Prize

    Prof Janos Abonyi

  119. Graph configuration model based evaluation of the education-occupation match

    Article • PLOS One, March 2018, PLOS

    Prof Janos Abonyi

  120. Understanding the importance of process alarms based on the analysis of deep recurrent neural networks trained for fault isolation

    Article • Journal of Chemometrics, February 2018, Wiley

    Prof Janos Abonyi

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

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  122. Learning operation strategies from alarm management systems by temporal pattern mining and deep learning

    Article • January 2018, Elsevier

    Prof Janos Abonyi

  123. Sequence Mining Based Alarm Suppression

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  124. Controllability and observability in complex networks – the effect of connection types

    Article • Scientific Reports, March 2017, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

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

    Article • Fuzzy Sets and Systems, March 2016, Elsevier

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  126. Group Contribution Method-based Multi-objective Evolutionary Molecular Design

    Article • Hungarian Journal of Industry and Chemistry, January 2016, De Gruyter

    Prof Janos Abonyi

  127. Minimization of off-grade production in multi-site multi-product plants by solving multiple traveling salesman problem

    Article • Journal of Cleaner Production, January 2016, Elsevier

    Prof Janos Abonyi

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

    Article • Expert Systems with Applications, November 2015, Elsevier

    Prof Janos Abonyi

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

    Article • October 2015, Springer Science + Business Media

    Prof Janos Abonyi

  130. Multiobjective optimization for efficient energy utilization in batch biodiesel production

    Article • Clean Technologies and Environmental Policy, July 2015, Springer Science + Business Media

    Prof Janos Abonyi

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

    Article • Engineering Applications of Artificial Intelligence, February 2015, Elsevier

    Prof Janos Abonyi

  132. Interpretability of Hinging Hyperplanes

    Article • January 2015, Springer Science + Business Media

    Prof Janos Abonyi

  133. Interpretability of Neural Networks

    Article • January 2015, Springer Science + Business Media

    Prof Janos Abonyi

  134. Interpretability of Support Vector Machines

    Article • January 2015, Springer Science + Business Media

    Prof Janos Abonyi

  135. Introduction

    Article • January 2015, Springer Science + Business Media

    Prof Janos Abonyi

  136. Summary

    Article • January 2015, Springer Science + Business Media

    Prof Janos Abonyi

  137. Online Monitoring of Catalyst Deactivation Based on Data Reconciliation and Flowsheeting Simulator

    Article • Periodica Polytechnica Chemical Engineering, January 2015, Periodica Polytechnica Budapest University of Technology and Economics

    Prof Janos Abonyi

  138. Novel techniques and an efficient algorithm for closed pattern mining

    Article • Expert Systems with Applications, September 2014, Elsevier

    Prof Janos Abonyi

  139. Energy monitoring of process systems: time-series segmentation-based targeting models

    Article • Clean Technologies and Environmental Policy, July 2014, Springer Science + Business Media

    Prof Janos Abonyi

  140. Fuzzy c-Medoid Graph Clustering

    Article • January 2014, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  141. Data-driven development and maintenance of soft-sensors

    Article • January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  142. Bit-Table Based Biclustering and Frequent Closed Itemset Mining in High-Dimensional Binary Data

    Article • The Scientific World JOURNAL, January 2014, Wiley

    Prof Janos Abonyi

  143. Life-cycle Modelling for Fault Detection – Extraction of PCA Models from Flowsheeting Simulators

    Article • January 2014, Elsevier

    Prof Janos Abonyi

  144. Statistical Process Control based Energy Monitoring of Chemical Processes

    Article • January 2014, Elsevier

    Prof Janos Abonyi

  145. Visualisation of High Dimensional Data by Use of Genetic Programming: Application to On-line Infrared Spectroscopy Based Process Monitoring

    Article • November 2013, Springer Science + Business Media

    Prof Janos Abonyi

  146. Economic oriented stochastic optimization in process control using Taguchi’s method

    Article • Optimization and Engineering, October 2013, Springer Science + Business Media

    Prof Janos Abonyi

  147. Fisher information matrix based time-series segmentation of process data

    Article • Chemical Engineering Science, September 2013, Elsevier

    Prof Janos Abonyi

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

    Article • Applied Soft Computing, February 2013, Elsevier

    Prof Janos Abonyi

  149. Graph-Based Visualisation of High Dimensional Data

    Article • January 2013, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  150. Graph-Based Clustering Algorithms

    Article • January 2013, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  151. Vector Quantisation and Topology Based Graph Representation

    Article • January 2013, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

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

    Article • January 2013, Elsevier

    Prof Janos Abonyi

  153. Graph-Based Clustering and Data Visualization Algorithms

    Article • January 2013, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  154. Partial Least Squares Model based Process Monitoring using Near Infrared Spectroscopy

    Article • Periodica Polytechnica Chemical Engineering, January 2013, Periodica Polytechnica Budapest University of Technology and Economics

    Prof Janos Abonyi

  155. Correlation based dynamic time warping of multivariate time series

    Article • Expert Systems with Applications, December 2012, Elsevier

    Prof Janos Abonyi

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

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  157. Interpretable support vector regression

    Article • Artificial Intelligence Research, November 2012, Sciedu Press

    Prof Janos Abonyi

  158. New trends on bio-inspired computation

    Article • Transactions of the Institute of Measurement and Control, July 2012, SAGE Publications

    Prof Janos Abonyi

  159. On-line detection of homogeneous operation ranges by dynamic principal component analysis based time-series segmentation

    Article • Chemical Engineering Science, June 2012, Elsevier

    Prof Janos Abonyi

  160. Economic-Oriented Stochastic Optimization in Advanced Process Control of Chemical Processes

    Article • The Scientific World JOURNAL, January 2012, Hindawi Publishing Corporation

    Prof Janos Abonyi

  161. Economic load dispatch using population-variance harmony search algorithm

    Article • Transactions of the Institute of Measurement and Control, September 2011, SAGE Publications

    Prof Janos Abonyi

  162. How to design a powerful family of particle swarm optimizers for inverse modelling

    Article • Transactions of the Institute of Measurement and Control, August 2011, SAGE Publications

    Prof Janos Abonyi

  163. Controller tuning of district heating networks using experiment design techniques

    Article • Proceedings of the Institution of Civil Engineers - Energy, August 2011, Elsevier

    Prof Janos Abonyi

  164. Analysis of premalignant pancreatic cancer mass spectrometry data for biomarker selection using a group search optimizer

    Article • Transactions of the Institute of Measurement and Control, July 2011, SAGE Publications

    Prof Janos Abonyi

  165. Using analytic network process and turbo particle swarm optimization algorithm for non-balanced supply chain planning considering supplier relationship management

    Article • Transactions of the Institute of Measurement and Control, July 2011, SAGE Publications

    Prof Janos Abonyi

  166. A simplex differential evolution algorithm: development and applications

    Article • Transactions of the Institute of Measurement and Control, June 2011, SAGE Publications

    Prof Janos Abonyi

  167. An analytical approach to the similarities between swarm intelligence and artificial neural network

    Article • Transactions of the Institute of Measurement and Control, June 2011, SAGE Publications

    Prof Janos Abonyi

  168. Viral system algorithm: foundations and comparison between selective and massive infections

    Article • Transactions of the Institute of Measurement and Control, June 2011, SAGE Publications

    Prof Janos Abonyi

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

    Article • January 2011, Springer Science + Business Media

    Prof Janos Abonyi

  170. Fisher information based time-series segmentation of streaming process data for monitoring and supporting on-line parameter estimation in energy systems

    Article • January 2011, Elsevier

    Prof Janos Abonyi

  171. Detection of Safe Operating Regions: A Novel Dynamic Process Simulator Based Predictive Alarm Management Approach

    Article • Industrial & Engineering Chemistry Research, January 2010, American Chemical Society (ACS)

    Prof Janos Abonyi

  172. A Novel Approach to Solve Multiple Traveling Salesmen Problem by Genetic Algorithm

    Article • January 2010, Springer Science + Business Media

    Prof Janos Abonyi

  173. A Novel Bitmap-Based Algorithm for Frequent Itemsets Mining

    Article • January 2010, Springer Science + Business Media

    Prof Janos Abonyi

  174. Dynamic Time Warping of Segmented Time Series

    Article • January 2010, Springer Science + Business Media

    Prof Janos Abonyi

  175. Application of non-linear dynamic optimization in advanced process control of product grade transitions of polymerization processes

    Article • January 2010, Elsevier

    Prof Janos Abonyi

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

    Article • January 2010, Springer Science + Business Media

    Prof Janos Abonyi

  177. Optimal experiment design techniques integrated with time-series segmentation

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  178. Process development based on model mining and experiment design techniques

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  179. Local and global mappings of topology representing networks

    Article • Information Sciences, October 2009, Elsevier

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

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

    Article • Engineering Applications of Artificial Intelligence, June 2009, Elsevier

    Prof Janos Abonyi

  181. Topology Representing Networks for the Visualization of Manifolds

    Article • Journal of Mathematical Modelling and Algorithms, November 2008, Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  182. Compact fuzzy association rule-based classifier

    Article • Expert Systems with Applications, May 2008, Elsevier

    Prof Janos Abonyi

  183. Integrated Process and Control System Model for Product Quality Control - Application to a Polypropylene Plant

    Article • Chemical Product and Process Modeling, January 2008, De Gruyter

    Prof Janos Abonyi

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

    Article • January 2008, Elsevier

    Prof Janos Abonyi

  185. Analyzing trends by symbolic episode representation and sequence alignment

    Article • June 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  186. Analysis of the runaway in an industrial heterocatalytic reactor

    Article • January 2007, Elsevier

    Prof Janos Abonyi

  187. Process modeling and simulation for optimization of operating processes

    Article • January 2007, Elsevier

    Prof Janos Abonyi

  188. Effects of Catalyst Activity Profiles on the Operating Conditions of an Industrial Polymerization Reactor

    Article • Polymer-Plastics Technology and Engineering, December 2006, Taylor & Francis

    Prof Janos Abonyi

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

    Article • Soft Computing, July 2006, Springer Science + Business Media

    Prof Janos Abonyi

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

    Article • January 2006, Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

  191. Additive Sequential Evolutionary Design of Experiments

    Article • January 2006, Springer Science + Business Media

    Prof Janos Abonyi

  192. Effects of catalyst activity profiles on the scale-up of polymerization reactors

    Article • January 2006, Elsevier

    Prof Janos Abonyi

  193. Fuzzy Association Rule Mining for Model Structure Identification

    Article • January 2006, Springer Science + Business Media

    Prof Janos Abonyi

  194. Process-data-warehousing-based operator support system for complex production technologies

    Article • IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans, January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  195. Interactive evolutionary computation in process engineering

    Article • Computers & Chemical Engineering, June 2005, Elsevier

    Prof Janos Abonyi

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

    Article • Computers & Chemical Engineering, May 2005, Elsevier

    Prof Janos Abonyi

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

    Article • Engineering Applications of Artificial Intelligence, April 2005, Elsevier

    Prof Janos Abonyi

  198. Genetic Programming for the Identification of Nonlinear Input−Output Models

    Article • Industrial & Engineering Chemistry Research, April 2005, American Chemical Society (ACS)

    Prof Janos Abonyi

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

    Article • Fuzzy Sets and Systems, January 2005, Elsevier

    Prof Janos Abonyi

  200. Effects of catalyst activity profiles on the operating conditions of an industrial polymerization reactor

    Article • January 2005, Elsevier

    Prof Janos Abonyi

  201. Interactive particle swarm optimization

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  202. Effective Optimization for Fuzzy Model Predictive Control

    Article • IEEE Transactions on Fuzzy Systems, October 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  203. Model order selection of nonlinear input–output models––a clustering based approach

    Article • Journal of Process Control, September 2004, Elsevier

    Prof Janos Abonyi

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

    Article • Computers & Chemical Engineering, May 2004, Elsevier

    Prof Janos Abonyi

  205. DISTRIBUTION OF PRIORITY POLYCYCLIC AROMATIC HYDROCARBONS IN THE SEDIMENT OF LAKE BALATON, HUNGARY

    Article • Polycyclic Aromatic Compounds, January 2004, Taylor & Francis

    Prof Janos Abonyi

  206. Exploratory data analysis of trace elements in clinker

    Article • Advances in Cement Research, January 2004, ICE Publishing

    Prof Janos Abonyi

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

    Article • Computers in Industry, December 2003, Elsevier

    Prof Janos Abonyi

  208. Supervised fuzzy clustering for the identification of fuzzy classifiers

    Article • Pattern Recognition Letters, October 2003, Elsevier

    Prof Janos Abonyi

  209. Incorporating Prior Knowledge in a Cubic Spline ApproximationApplication to the Identification of Reaction Kinetic Models

    Article • Industrial & Engineering Chemistry Research, August 2003, American Chemical Society (ACS)

    Prof Janos Abonyi

  210. Learning fuzzy classification rules from labeled data

    Article • Information Sciences, March 2003, Elsevier

    Prof Janos Abonyi

  211. Fuzzy Self-Organizing Map based on Regularized Fuzzy c-means Clustering

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  212. Determining the Model Order of Nonlinear Input-Output Systems by Fuzzy Clustering

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  213. System Identification Using Delaunay Tessellation of Self-Organizing Maps

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  214. Fuzzy Model Identification for Control

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  215. Fuzzy Model Identification

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  216. Introduction

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  217. Fuzzy Models of Dynamical Systems

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  218. Fuzzy Model based Control

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  219. Fuzzy Model Structures and their Analysis

    Article • January 2003, Springer Science + Business Media

    Prof Janos Abonyi

  220. Operator support system for multi product processes-application to polyethylene production

    Article • January 2003, Elsevier

    Prof Janos Abonyi

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

    Article • January 2003, Elsevier

    Prof Janos Abonyi

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

    Article • International Journal of Approximate Reasoning, January 2003, Elsevier

    Prof Janos Abonyi

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

    Article • IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), October 2002, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  224. Trace elements in clinker

    Article • Cement and Concrete Research, August 2002, Elsevier

    Prof Janos Abonyi

  225. Trace elements in clinker

    Article • Cement and Concrete Research, August 2002, Elsevier

    Prof Janos Abonyi

  226. Fuzzy Clustering for the Identification of Compact Fuzzy Classifiers

    Article • January 2002, Springer Science + Business Media

    Prof Janos Abonyi

  227. Fuzzy model-based predictive control by instantaneous linearization

    Article • Fuzzy Sets and Systems, May 2001, Elsevier

    Prof Janos Abonyi

  228. Learning Fuzzy Classification Rules from Data

    Article • January 2001, Springer Science + Business Media

    Prof Janos Abonyi

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

    Article • IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), January 2001, Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

  230. Hybrid Fuzzy Convolution Model and its Application in Predictive Control

    Article • Chemical Engineering Research and Design, May 2000, Elsevier

    Prof Janos Abonyi

  231. Hybrid fuzzy convolution modelling and identification of chemical process systems

    Article • International Journal of Systems Science, January 2000, Taylor & Francis

    Prof Janos Abonyi

  232. Design and Application of Block-Oriented Fuzzy Models — Fuzzy Hammerstein Model

    Article • January 2000, Springer Science + Business Media

    Prof Janos Abonyi

  233. Inverse fuzzy-process-model based direct adaptive control

    Article • Mathematics and Computers in Simulation, December 1999, Elsevier

    Prof Janos Abonyi

  234. Application of fuzzy clustering and piezoelectric chemical sensor array for investigation on organic compounds

    Article • Analytica Chimica Acta, October 1999, Elsevier

    Prof Janos Abonyi

  235. Hybrid convolution model and its application in predictive pH control

    Article • Computers & Chemical Engineering, June 1999, Elsevier

    Prof Janos Abonyi

  236. Adaptive Fuzzy Inference System and Its Application in Modelling and Model Based Control

    Article • Chemical Engineering Research and Design, June 1999, Elsevier

    Prof Janos Abonyi

  237. Introduction to Fuzzy Data Mining Methods

    Article • IGI Global

    Prof Janos Abonyi

  238. Aggregation and Visualization of Fuzzy Clusters Based on Fuzzy Similarity Measures

    Article • Wiley

    Prof Janos Abonyi

  239. Interactive Evolutionary Computation in Identification of Dynamical Systems

    Article • Springer Science + Business Media

    Prof Janos Abonyi

  240. Introduction to Fuzzy Data Mining Methods

    Article • IGI Global

    Prof Janos Abonyi

  241. Geodesic Distance Based Fuzzy Clustering

    Article • Springer Science + Business Media

    Prof Janos Abonyi

  242. Visualization and Complexity Reduction of Neural Networks

    Article • Springer Science + Business Media

    Prof Janos Abonyi

  243. Improvement of Jarvis-Patrick Clustering Based on Fuzzy Similarity

    Article • Springer Science + Business Media

    Prof Janos Abonyi, Agnes Vathy-Fogarassy

  244. Visualization of Topology Representing Networks

    Article • Springer Science + Business Media

    Agnes Vathy-Fogarassy, Prof Janos Abonyi

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

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

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof Janos Abonyi

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

    Article • Springer Science + Business Media

    Prof Janos Abonyi

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

    Article • Springer Science + Business Media

    Prof Janos Abonyi