Nikolaos Mittas

Orcid: 0000-0003-3061-7864

According to our database1, Nikolaos Mittas authored at least 59 papers between 2008 and 2024.

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Bibliography

2024
A metrics-based approach for selecting among various refactoring candidates.
Empir. Softw. Eng., February, 2024

What Is Being Patented in Software Engineering?: Empirical Evidence From the U.S. Patent and Trademark Office.
IEEE Softw., 2024

2023
Classifying the Main Technology Clusters and Assignees of Home Automation Networks Using Patent Classifications.
Comput., September, 2023

SmartCLIDE design pattern assistant: A decision-tree based approach.
Softw. Pract. Exp., June, 2023

Topic and influence analysis on technological patents related to security vulnerabilities.
Comput. Secur., May, 2023

Assessing TD Macro-Management: A Nested Modeling Statistical Approach.
IEEE Trans. Software Eng., April, 2023

CRISSPAC: A web-based platform for predicting the SYNTAX Score and severity of coronary artery disease.
SoftwareX, February, 2023

Data-Oriented Software Development: The Industrial Landscape through Patent Analysis.
Inf., January, 2023

Exploitation of Vulnerabilities: A Topic-Based Machine Learning Framework for Explaining and Predicting Exploitation.
Inf., 2023

Exploring the Effect of Various Maintenance Activities on the Accumulation of TD Principal.
Proceedings of the 2023 ACM/IEEE International Conference on Technical Debt (TechDebt), 2023

Benchmarking Classifiers for Loan Default Prediction using Archetypal Analysis.
Proceedings of the 7th International Conference on Algorithms, Computing and Systems, 2023

A data-driven framework for knowledge exchange analysis of development issues in medical applications: A case study of COVID-19.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

Unveiling technology clusters and prominent investors of home automation networking through patent analysis.
Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

2022
Machine Learning for Technical Debt Identification.
IEEE Trans. Software Eng., 2022

A Data-Driven Framework for Probabilistic Estimates in Oil and Gas Project Cost Management: A Benchmark Experiment on Natural Gas Pipeline Projects.
Comput., 2022

Using machine learning to guide the application of software refactorings: a preliminary exploration.
Proceedings of the 6th International Workshop on Machine Learning Techniques for Software Quality Evaluation, 2022

COVID-Vis: Visualizing knowledge exchange on scientific software development in the COVID-19 era.
Proceedings of the 26th Pan-Hellenic Conference on Informatics, 2022

TD classifier: automatic identification of Java classes with high technical debt.
Proceedings of the TechDebt '22: International Conference on Technical Debt, 2022

Merging smell detectors: evidence on the agreement of multiple tools.
Proceedings of the TechDebt '22: International Conference on Technical Debt, 2022

2021
A bibliometric assessment of software engineering themes, scholars and institutions (2013-2020).
J. Syst. Softw., 2021

An empirical study of COVID-19 related posts on Stack Overflow: Topics and technologies.
J. Syst. Softw., 2021

Analyzing the Roles and Competence Demand for Digitalization in the Oil and Gas 4.0 Era.
IEEE Access, 2021

An Analysis of User Profiles from Covid-19 Questions in Stack Overflow.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

Predicting the existence of exploitation concepts linked to software vulnerabilities using text mining.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

A Study of Remote and On-site ICT Labor Market Demand using Job Offers from Stack Overflow.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

2020
Data-driven benchmarking in software development effort estimation: The few define the bulk.
J. Softw. Evol. Process., 2020

Exploring the Relation between Technical Debt Principal and Interest: An Empirical Approach.
Inf. Softw. Technol., 2020

Evaluating the agreement among technical debt measurement tools: building an empirical benchmark of technical debt liabilities.
Empir. Softw. Eng., 2020

A Study of Knowledge Sharing related to Covid-19 Pandemic in Stack Overflow.
CoRR, 2020

Ensemble Software Development Effort Estimation Using Data Envelopment Analysis.
Proceedings of the PCI 2020: 24th Pan-Hellenic Conference on Informatics, 2020

A preliminary Study of Knowledge Sharing related to Covid-19 Pandemic in Stack Overflow.
Proceedings of the 46th Euromicro Conference on Software Engineering and Advanced Applications, 2020

2019
Extracting Knowledge From On-Line Sources for Software Engineering Labor Market: A Mapping Study.
IEEE Access, 2019

2018
The developer's dilemma: factors affecting the decision to repay code debt.
Proceedings of the 2018 International Conference on Technical Debt, 2018

Linking Personality Traits and Interpersonal Skills to Gamification Awards.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

2017
Competence assessment as an expert system for human resource management: A mathematical approach.
Expert Syst. Appl., 2017

Mining People Analytics from StackOverflow Job Advertisements.
Proceedings of the 43rd Euromicro Conference on Software Engineering and Advanced Applications, 2017

2016
Managing the Uncertainty of Bias-Variance Tradeoff in Software Predictive Analytics.
Proceedings of the 42th Euromicro Conference on Software Engineering and Advanced Applications, 2016

2015
Integrating non-parametric models with linear components for producing software cost estimations.
J. Syst. Softw., 2015

A framework for comparing multiple cost estimation methods using an automated visualization toolkit.
Inf. Softw. Technol., 2015

ComProFITS: A web-based platform for human resources competence assessment.
Proceedings of the 6th International Conference on Information, 2015

2014
Benchmarking effort estimation models using archetypal analysis.
Proceedings of the 10th International Conference on Predictive Models in Software Engineering, 2014

2013
Ranking and Clustering Software Cost Estimation Models through a Multiple Comparisons Algorithm.
IEEE Trans. Software Eng., 2013

Overestimation and Underestimation of Software Cost Models: Evaluation by Visualization.
Proceedings of the 39th Euromicro Conference on Software Engineering and Advanced Applications, 2013

Using Ensembles for Web Effort Estimation.
Proceedings of the 2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2013

2012
A permutation test based on regression error characteristic curves for software cost estimation models.
Empir. Softw. Eng., 2012

StatREC: a graphical user interface tool for visual hypothesis testing of cost prediction models.
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012

Alternative methods using similarities in software effort estimation.
Proceedings of the 8th International Conference on Predictive Models in Software Engineering, 2012

2010
Visual comparison of software cost estimation models by regression error characteristic analysis.
J. Syst. Softw., 2010

LSEbA: least squares regression and estimation by analogy in a semi-parametric model for software cost estimation.
Empir. Softw. Eng., 2010

DD-EbA: An algorithm for determining the number of neighbors in cost estimation by analogy using distance distributions
CoRR, 2010

Modeling the relationship between software effort and size using deming regression.
Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010

2009
Στατιστικές και υπολογιστικές μέθοδοι ανάπτυξης, βελτίωσης και σύγκρισης μοντέλων πρόβλεψης κόστους λογισμικού
PhD thesis, 2009

Bootstrap Confidence Intervals for Regression Error Characteristic Curves Evaluating the Prediction Error of Software Cost Estimation Models.
Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

Bootstrap Prediction Intervals for a Semi-parametric Software Cost Estimation Model.
Proceedings of the 35th Euromicro Conference on Software Engineering and Advanced Applications, 2009

2008
Comparing cost prediction models by resampling techniques.
J. Syst. Softw., 2008

Improving analogy-based software cost estimation by a resampling method.
Inf. Softw. Technol., 2008

Comparing Software Cost Prediction Models by a Visualization Tool.
Proceedings of the 34th Euromicro Conference on Software Engineering and Advanced Applications, 2008

A Prototype System for Educational Data Warehousing and Mining.
Proceedings of the Panhellenic Conference on Informatics, 2008

Combining regression and estimation by analogy in a semi-parametric model for software cost estimation.
Proceedings of the Second International Symposium on Empirical Software Engineering and Measurement, 2008


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