István Gergely Czibula

Orcid: 0000-0003-0076-584X

According to our database1, István Gergely Czibula authored at least 38 papers between 2007 and 2024.

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

Timeline

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Bibliography

2024
PreSTyDe: Improving the Performance of within-project Defects Prediction by Learning to Classify Types of Software Faults.
Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering, 2024

Enriching the Semantic Representation of the Source Code with Natural Language-Based Features from Comments for Improving the Performance of Software Defect Prediction.
Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering, 2024

2023
An unsupervised learning-based methodology for uncovering behavioural patterns for specific types of software defects.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Uncovering Behavioural Patterns of One: And Binary-Class SVM-Based Software Defect Predictors.
Proceedings of the 18th International Conference on Software Technologies, 2023

2022
NeXtNow: A Convolutional Deep Learning Model for the Prediction of Weather Radar Data for Nowcasting Purposes.
Remote. Sens., 2022

SoftId: An autoencoder-based one-class classification model for software authorship identification.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2020
RadRAR: A relational association rule mining approach for nowcasting based on predicting radar products' values.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019
An aggregated coupling measure for the analysis of object-oriented software systems.
J. Syst. Softw., 2019

A novel concurrent relational association rule mining approach.
Expert Syst. Appl., 2019

Automatic Algorithmic Complexity Determination Using Dynamic Program Analysis.
Proceedings of the 14th International Conference on Software Technologies, 2019

Hunting Traits for Cryptojackers.
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019

2018
A novel approach for software defect prediction through hybridizing gradual relational association rules with artificial neural networks.
Inf. Sci., 2018

An effective approach for determining the class integration test order using reinforcement learning.
Appl. Soft Comput., 2018

2017
A Hierarchical Clustering-Based Approach for Software Restructuring at the Package Level.
Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017

An Unsupervised Learning Based Conceptual Coupling Measure.
Proceedings of the 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2017

Identifying Class Integration Test Order Using an Improved Genetic Algorithm-Based Approach.
Proceedings of the Software Technologies - 12th International Joint Conference, 2017

An Improved Approach for Class Test Ordering Optimization using Genetic Algorithms.
Proceedings of the 12th International Conference on Software Technologies, 2017

2016
Machine Learning Based Approaches for Sex Identification in Bioarchaeology.
Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

A Novel Approach for Software Defect Prediction Using Fuzzy Decision Trees.
Proceedings of the 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2016

2015
Detecting software design defects using relational association rule mining.
Knowl. Inf. Syst., 2015

A novel approach to adaptive relational association rule mining.
Appl. Soft Comput., 2015

2014
Software defect prediction using relational association rule mining.
Inf. Sci., 2014

Software systems performance improvement by intelligent data structures customization.
Inf. Sci., 2014

A support vector machine model for intelligent selection of data representations.
Appl. Soft Comput., 2014

2013
Intelligent data structures selection using neural networks.
Knowl. Inf. Syst., 2013

Soft Computing Approaches on the Bandwidth Problem.
Informatica, 2013

2011
Evaluation Measures for Partitioning based Aspect Mining Techniques.
Int. J. Comput. Commun. Control, 2011

A Reinforcement Learning Approach for Solving the Fragment Assembly Problem.
Proceedings of the 13th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2011

2010
Tool Support for fUML Models.
Int. J. Comput. Commun. Control, 2010

2009
An Agile MDA Approach for Service-Oriented Components.
Proceedings of the Sixth International Workshop on Formal Engineering approches to Software Components and Architectures, 2009

Using a fUML Action Language to Construct UML Models.
Proceedings of the 11th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2009

Dynamic Customization of Data Structures Instances Using an Agent Based Approach.
Proceedings of the 11th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2009

Rapid Prototyping of Service-Oriented Applications on OSGi Platform.
Proceedings of the 2009 Fourth Balkan Conference in Informatics, 2009

2008
iComponent: A Platform Independent Component Model for Dynamic Execution Environments.
Proceedings of the SYNASC 2008, 2008

Clustering Based Automatic Refactorings Identification.
Proceedings of the SYNASC 2008, 2008

Object-Oriented Software Systems Restructuring through Clustering.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007
A New Clustering Approach for Systems Design Improvement.
Proceedings of the International Conference on Software Engineering Theory and Practice, 2007

Software Systems Design Improvement Using Hierarchical Clustering.
Proceedings of the 2007 International Conference on Software Engineering Research & Practice, 2007


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